CINXE.COM
GitHub - UFund-Me/Qbot: [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ qbot-mini: https://github.com/Charmve/iQuant
<!DOCTYPE html> <html lang="en" data-color-mode="auto" data-light-theme="light" data-dark-theme="dark" data-a11y-animated-images="system" data-a11y-link-underlines="true" > <head> <meta charset="utf-8"> <link rel="dns-prefetch" href="https://github.githubassets.com"> <link rel="dns-prefetch" href="https://avatars.githubusercontent.com"> <link rel="dns-prefetch" href="https://github-cloud.s3.amazonaws.com"> <link rel="dns-prefetch" href="https://user-images.githubusercontent.com/"> <link rel="preconnect" href="https://github.githubassets.com" crossorigin> <link rel="preconnect" href="https://avatars.githubusercontent.com"> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/light-74231a1f3bbb.css" /><link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/dark-8a995f0bacd4.css" /><link data-color-theme="dark_dimmed" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_dimmed-f37fb7684b1f.css" /><link data-color-theme="dark_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_high_contrast-9ac301c3ebe5.css" /><link data-color-theme="dark_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_colorblind-cd826e8636dc.css" /><link data-color-theme="light_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_colorblind-f91b0f603451.css" /><link data-color-theme="light_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_high_contrast-83beb16e0ecf.css" /><link data-color-theme="light_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_tritanopia-6e122dab64fc.css" /><link data-color-theme="dark_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_tritanopia-18119e682df0.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-primitives-225433424a87.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-aaa714e5674d.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/global-0a3c53b9d1c2.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/github-ea73c9cb5377.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/repository-4fce88777fa8.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/code-0210be90f4d3.css" /> <script type="application/json" id="client-env">{"locale":"en","featureFlags":["a11y_quote_reply_fix","copilot_immersive_issue_preview","copilot_new_references_ui","copilot_chat_repo_custom_instructions_preview","copilot_no_floating_button","copilot_topics_as_references","copilot_read_shared_conversation","copilot_duplicate_thread","copilot_buffered_streaming","dotcom_chat_client_side_skills","experimentation_azure_variant_endpoint","failbot_handle_non_errors","geojson_azure_maps","ghost_pilot_confidence_truncation_25","ghost_pilot_confidence_truncation_40","github_models_gateway_parse_params","github_models_o3_mini_streaming","insert_before_patch","issues_react_remove_placeholders","issues_react_blur_item_picker_on_close","marketing_pages_search_explore_provider","primer_react_css_modules_ga","react_data_router_pull_requests","remove_child_patch","sample_network_conn_type","swp_enterprise_contact_form","site_proxima_australia_update","viewscreen_sandbox","issues_react_create_milestone","issues_react_cache_fix_workaround","lifecycle_label_name_updates","copilot_task_oriented_assistive_prompts","issue_types_prevent_private_type_creation","refresh_image_video_src","react_router_dispose_on_disconnect","codespaces_prebuild_region_target_update","turbo_app_id_restore","copilot_code_review_sign_up_closed"]}</script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/wp-runtime-61fb6dafbccb.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_oddbird_popover-polyfill_dist_popover_js-9da652f58479.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_arianotify-polyfill_ariaNotify-polyfill_js-node_modules_github_mi-3abb8f-46b9f4874d95.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_failbot_failbot_ts-75968cfb5298.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/environment-f04cb2a9fc8c.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_primer_behaviors_dist_esm_index_mjs-0dbb79f97f8f.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_selector-observer_dist_index_esm_js-f690fd9ae3d5.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_relative-time-element_dist_index_js-62d275b7ddd9.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_text-expander-element_dist_index_js-78748950cb0c.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_auto-complete-element_dist_index_js-node_modules_github_catalyst_-8e9f78-a90ac05d2469.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_filter-input-element_dist_index_js-node_modules_github_remote-inp-b5f1d7-a1760ffda83d.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_markdown-toolbar-element_dist_index_js-ceef33f593fa.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_file-attachment-element_dist_index_js-node_modules_primer_view-co-c44a69-efa32db3a345.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/github-elements-394f8eb34f19.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/element-registry-25113a65b77f.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_braintree_browser-detection_dist_browser-detection_js-node_modules_githu-2906d7-2a07a295af40.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_lit-html_lit-html_js-be8cb88f481b.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_mini-throttle_dist_index_js-node_modules_morphdom_dist_morphdom-e-7c534c-a4a1922eb55f.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_turbo_dist_turbo_es2017-esm_js-a03ee12d659a.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_remote-form_dist_index_js-node_modules_delegated-events_dist_inde-893f9f-b6294cf703b7.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_color-convert_index_js-e3180fe3bcb3.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_quote-selection_dist_index_js-node_modules_github_session-resume_-947061-e7a6c4a19f98.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_updatable-content_updatable-content_ts-2a55124d5c52.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_behaviors_task-list_ts-app_assets_modules_github_sso_ts-ui_packages-900dde-768abe60b1f8.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_sticky-scroll-into-view_ts-3e000c5d31a9.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_behaviors_ajax-error_ts-app_assets_modules_github_behaviors_include-87a4ae-4c160a67a3f8.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_behaviors_commenting_edit_ts-app_assets_modules_github_behaviors_ht-83c235-e429cff6ceb1.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/behaviors-fac5054c7094.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_delegated-events_dist_index_js-node_modules_github_catalyst_lib_index_js-f6223d90c7ba.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/notifications-global-01e85cd1be94.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_virtualized-list_es_index_js-node_modules_github_template-parts_lib_index_js-94dc7a2157c1.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_remote-form_dist_index_js-node_modules_delegated-events_dist_inde-70450e-4b93df70b903.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_ref-selector_ts-3e9d848bab5f.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/codespaces-c3bcacfe317c.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_filter-input-element_dist_index_js-node_modules_github_remote-inp-3eebbd-0763620ad7bf.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_mini-throttle_dist_decorators_js-node_modules_delegated-events_di-e161aa-9d41fb1b6c9e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_file-attachment-element_dist_index_js-node_modules_github_remote--3c9c82-b71ef90fbdc7.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/repositories-d1a638b696fe.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_mini-throttle_dist_index_js-node_modules_github_catalyst_lib_inde-dbbea9-26cce2010167.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/code-menu-1c0aedc134b1.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/primer-react-602097a4b0db.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-core-0bc17999cb79.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-lib-f1bca44e0926.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/octicons-react-cf2f2ab8dab4.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_emotion_is-prop-valid_dist_emotion-is-prop-valid_esm_js-node_modules_emo-62da9f-2df2f32ec596.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_mini-throttle_dist_index_js-node_modules_stacktrace-parser_dist_s-e7dcdd-9a233856b02c.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_oddbird_popover-polyfill_dist_popover-fn_js-55fea94174bf.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/notifications-subscriptions-menu-57956eade845.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.248e2356ac373ce2e5c1.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/notifications-subscriptions-menu.1bcff9205c241e99cff2.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.248e2356ac373ce2e5c1.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/notifications-subscriptions-menu.1bcff9205c241e99cff2.module.css" /> <title>GitHub - UFund-Me/Qbot: [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ qbot-mini: https://github.com/Charmve/iQuant</title> <meta name="route-pattern" content="/:user_id/:repository" data-turbo-transient> <meta name="route-controller" content="files" data-turbo-transient> <meta name="route-action" content="disambiguate" data-turbo-transient> <meta name="current-catalog-service-hash" content="f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb"> <meta name="request-id" content="98A8:296BF6:BD0422:E25083:67E70ADA" data-pjax-transient="true"/><meta name="html-safe-nonce" content="cf182d8b42e2f59059d3ef3d5969ef4cdb46bfb6053ac9fee3b5442c8348c050" data-pjax-transient="true"/><meta name="visitor-payload" content="eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5OEE4OjI5NkJGNjpCRDA0MjI6RTI1MDgzOjY3RTcwQURBIiwidmlzaXRvcl9pZCI6IjkyMjc1MzcxNTAzNjE2Mjc3OCIsInJlZ2lvbl9lZGdlIjoic291dGhlYXN0YXNpYSIsInJlZ2lvbl9yZW5kZXIiOiJzb3V0aGVhc3Rhc2lhIn0=" data-pjax-transient="true"/><meta name="visitor-hmac" content="dd5baf4426b7a501e206e5765dd37f70f74c22d201a39c4139850f8dd9130177" data-pjax-transient="true"/> <meta name="hovercard-subject-tag" content="repository:569509049" data-turbo-transient> <meta name="github-keyboard-shortcuts" content="repository,copilot" data-turbo-transient="true" /> <meta name="selected-link" value="repo_source" data-turbo-transient> <link rel="assets" href="https://github.githubassets.com/"> <meta name="google-site-verification" content="Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I"> <meta name="octolytics-url" content="https://collector.github.com/github/collect" /> <meta name="analytics-location" content="/<user-name>/<repo-name>" data-turbo-transient="true" /> <meta name="user-login" content=""> <meta name="viewport" content="width=device-width"> <meta name="description" content="[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant - GitHub - UFund-Me/Qbot: [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ qbot-mini: https://github.com/Charmve/iQuant"> <link rel="search" type="application/opensearchdescription+xml" href="/opensearch.xml" title="GitHub"> <link rel="fluid-icon" href="https://github.com/fluidicon.png" title="GitHub"> <meta property="fb:app_id" content="1401488693436528"> <meta name="apple-itunes-app" content="app-id=1477376905, app-argument=https://github.com/UFund-Me/Qbot" /> <meta name="twitter:image" content="https://repository-images.githubusercontent.com/569509049/691efe25-0194-4163-97f8-00368d4780e4" /><meta name="twitter:site" content="@github" /><meta name="twitter:card" content="summary_large_image" /><meta name="twitter:title" content="GitHub - UFund-Me/Qbot: [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ qbot-mini: https://github.com/Charmve/iQuant" /><meta name="twitter:description" content="[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant - G..." /> <meta property="og:image" content="https://repository-images.githubusercontent.com/569509049/691efe25-0194-4163-97f8-00368d4780e4" /><meta property="og:image:alt" content="[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant - G..." /><meta property="og:site_name" content="GitHub" /><meta property="og:type" content="object" /><meta property="og:title" content="GitHub - UFund-Me/Qbot: [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ qbot-mini: https://github.com/Charmve/iQuant" /><meta property="og:url" content="https://github.com/UFund-Me/Qbot" /><meta property="og:description" content="[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant - G..." /> <meta name="hostname" content="github.com"> <meta name="expected-hostname" content="github.com"> <meta http-equiv="x-pjax-version" content="9af3fb62717a623a070263bb8c75aa2d3ea18c3d7ea1ba171504d7bb0a07401b" data-turbo-track="reload"> <meta http-equiv="x-pjax-csp-version" content="77190eb53eb47fc30bd2fcc17a7eefa2dfd8505869fee9299ba911be3a40a9eb" data-turbo-track="reload"> <meta http-equiv="x-pjax-css-version" content="159e03504eed5183f9787c72780a7d8c1460af30746ab09d728b048c41719efa" data-turbo-track="reload"> <meta http-equiv="x-pjax-js-version" content="1377674281d5eeec1d591d6aa44087379caa10691ffbd696e869f341fa24e4eb" data-turbo-track="reload"> <meta name="turbo-cache-control" content="no-preview" data-turbo-transient=""> <meta data-hydrostats="publish"> <meta name="go-import" content="github.com/UFund-Me/Qbot git https://github.com/UFund-Me/Qbot.git"> <meta name="octolytics-dimension-user_id" content="75005393" /><meta name="octolytics-dimension-user_login" content="UFund-Me" /><meta name="octolytics-dimension-repository_id" content="569509049" /><meta name="octolytics-dimension-repository_nwo" content="UFund-Me/Qbot" /><meta name="octolytics-dimension-repository_public" content="true" /><meta name="octolytics-dimension-repository_is_fork" content="false" /><meta name="octolytics-dimension-repository_network_root_id" content="569509049" /><meta name="octolytics-dimension-repository_network_root_nwo" content="UFund-Me/Qbot" /> <link rel="canonical" href="https://github.com/UFund-Me/Qbot" data-turbo-transient> <meta name="turbo-body-classes" content="logged-out env-production page-responsive"> <meta name="browser-stats-url" content="https://api.github.com/_private/browser/stats"> <meta name="browser-errors-url" content="https://api.github.com/_private/browser/errors"> <meta name="release" content="bc7ec63591b0056a8cbd46c92f37465c4b80805e"> <link rel="mask-icon" href="https://github.githubassets.com/assets/pinned-octocat-093da3e6fa40.svg" color="#000000"> <link rel="alternate icon" class="js-site-favicon" type="image/png" href="https://github.githubassets.com/favicons/favicon.png"> <link rel="icon" class="js-site-favicon" type="image/svg+xml" href="https://github.githubassets.com/favicons/favicon.svg" data-base-href="https://github.githubassets.com/favicons/favicon"> <meta name="theme-color" content="#1e2327"> <meta name="color-scheme" content="light dark" /> <link rel="manifest" href="/manifest.json" crossOrigin="use-credentials"> </head> <body class="logged-out env-production page-responsive" style="word-wrap: break-word;"> <div data-turbo-body class="logged-out env-production page-responsive" style="word-wrap: break-word;"> <div class="position-relative header-wrapper js-header-wrapper "> <a href="#start-of-content" data-skip-target-assigned="false" class="px-2 py-4 color-bg-accent-emphasis color-fg-on-emphasis show-on-focus js-skip-to-content">Skip to content</a> <span data-view-component="true" class="progress-pjax-loader Progress position-fixed width-full"> <span style="width: 0%;" data-view-component="true" class="Progress-item progress-pjax-loader-bar left-0 top-0 color-bg-accent-emphasis"></span> </span> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_ui-commands_ui-commands_ts-2ea4e93613c0.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/keyboard-shortcuts-dialog-79d6a754ebf9.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.248e2356ac373ce2e5c1.module.css" /> <react-partial partial-name="keyboard-shortcuts-dialog" data-ssr="false" data-attempted-ssr="false" > <script type="application/json" data-target="react-partial.embeddedData">{"props":{"docsUrl":"https://docs.github.com/get-started/accessibility/keyboard-shortcuts"}}</script> <div data-target="react-partial.reactRoot"></div> </react-partial> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_remote-form_dist_index_js-node_modules_delegated-events_dist_inde-94fd67-4898d1bf4b51.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/sessions-730dca81d0a2.js"></script> <header class="HeaderMktg header-logged-out js-details-container js-header Details f4 py-3" role="banner" data-is-top="true" data-color-mode=light data-light-theme=light data-dark-theme=dark> <h2 class="sr-only">Navigation Menu</h2> <button type="button" class="HeaderMktg-backdrop d-lg-none border-0 position-fixed top-0 left-0 width-full height-full js-details-target" aria-label="Toggle navigation"> <span class="d-none">Toggle navigation</span> </button> <div class="d-flex flex-column flex-lg-row flex-items-center px-3 px-md-4 px-lg-5 height-full position-relative z-1"> <div class="d-flex flex-justify-between flex-items-center width-full width-lg-auto"> <div class="flex-1"> <button aria-label="Toggle navigation" aria-expanded="false" type="button" data-view-component="true" class="js-details-target js-nav-padding-recalculate js-header-menu-toggle Button--link Button--medium Button d-lg-none color-fg-inherit p-1"> <span class="Button-content"> <span class="Button-label"><div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div> <div class="HeaderMenu-toggle-bar rounded my-1"></div></span> </span> </button> </div> <a class="mr-lg-3 color-fg-inherit flex-order-2 js-prevent-focus-on-mobile-nav" href="/" aria-label="Homepage" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Logomark;ref_loc:Header"}"> <svg height="32" aria-hidden="true" viewBox="0 0 24 24" version="1.1" width="32" data-view-component="true" class="octicon octicon-mark-github"> <path d="M12 1C5.9225 1 1 5.9225 1 12C1 16.8675 4.14875 20.9787 8.52125 22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 12 1Z"></path> </svg> </a> <div class="flex-1 flex-order-2 text-right"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot" class="HeaderMenu-link HeaderMenu-button d-inline-flex d-lg-none flex-order-1 f5 no-underline border color-border-default rounded-2 px-2 py-1 color-fg-inherit js-prevent-focus-on-mobile-nav" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="d5f3121730e12092f96e0740f9201def79d3a0c950f87cdc4bf54a0a5f91ce22" data-analytics-event="{"category":"Marketing nav","action":"click to Sign in","label":"ref_page:Marketing;ref_cta:Sign in;ref_loc:Header"}" > Sign in </a> </div> </div> <div class="HeaderMenu js-header-menu height-fit position-lg-relative d-lg-flex flex-column flex-auto top-0"> <div class="HeaderMenu-wrapper d-flex flex-column flex-self-start flex-lg-row flex-auto rounded rounded-lg-0"> <nav class="HeaderMenu-nav" aria-label="Global"> <ul class="d-lg-flex list-style-none"> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_copilot","context":"product","tag":"link","label":"github_copilot_link_product_navbar"}" href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"actions","context":"product","tag":"link","label":"actions_link_product_navbar"}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"codespaces","context":"product","tag":"link","label":"codespaces_link_product_navbar"}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle mr-3"> <path d="M3.5 3.75C3.5 2.784 4.284 2 5.25 2h13.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 18.75 13H5.25a1.75 1.75 0 0 1-1.75-1.75Zm-2 12c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"issues","context":"product","tag":"link","label":"issues_link_product_navbar"}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"code_review","context":"product","tag":"link","label":"code_review_link_product_navbar"}" href="https://github.com/features/code-review"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-review color-fg-subtle mr-3"> <path d="M10.3 6.74a.75.75 0 0 1-.04 1.06l-2.908 2.7 2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M1.5 4.25c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v12.5a1.75 1.75 0 0 1-1.75 1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"discussions","context":"product","tag":"link","label":"discussions_link_product_navbar"}" href="https://github.com/features/discussions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"code_search","context":"product","tag":"link","label":"code_search_link_product_navbar"}" href="https://github.com/features/code-search"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M2 3.75C2 2.784 2.784 2 3.75 2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Search</div> Find more, search less </div> </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="product-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="product-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"all_features","context":"product","tag":"link","label":"all_features_link_product_navbar"}" href="https://github.com/features"> All features </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"documentation","context":"product","tag":"link","label":"documentation_link_product_navbar"}" href="https://docs.github.com"> Documentation <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"blog","context":"product","tag":"link","label":"blog_link_product_navbar"}" href="https://github.blog"> Blog <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"enterprises","context":"solutions","tag":"link","label":"enterprises_link_solutions_navbar"}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_use_cases","context":"solutions","tag":"link","label":"view_all_use_cases_link_solutions_navbar"}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"healthcare","context":"solutions","tag":"link","label":"healthcare_link_solutions_navbar"}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"financial_services","context":"solutions","tag":"link","label":"financial_services_link_solutions_navbar"}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"manufacturing","context":"solutions","tag":"link","label":"manufacturing_link_solutions_navbar"}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"government","context":"solutions","tag":"link","label":"government_link_solutions_navbar"}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_industries","context":"solutions","tag":"link","label":"view_all_industries_link_solutions_navbar"}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ai","context":"resources","tag":"link","label":"ai_link_resources_navbar"}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"resources","tag":"link","label":"devops_link_resources_navbar"}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"security","context":"resources","tag":"link","label":"security_link_resources_navbar"}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <!-- BEGIN app/components/site/header_dropdown_item_component.html.erb --><li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> <!-- END app/components/site/header_dropdown_item_component.html.erb --> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <!-- BEGIN app/components/site/header_dropdown_item_component.html.erb --><li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"advanced_security","context":"enterprise","tag":"link","label":"advanced_security_link_enterprise_navbar"}" href="https://github.com/enterprise/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <!-- END app/components/site/header_dropdown_item_component.html.erb --> <!-- BEGIN app/components/site/header_dropdown_item_component.html.erb --><li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"copilot_for_business","context":"enterprise","tag":"link","label":"copilot_for_business_link_enterprise_navbar"}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">Copilot for business</div> Enterprise-grade AI features </div> </a></li> <!-- END app/components/site/header_dropdown_item_component.html.erb --> <!-- BEGIN app/components/site/header_dropdown_item_component.html.erb --><li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"premium_support","context":"enterprise","tag":"link","label":"premium_support_link_enterprise_navbar"}" href="/premium-support"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Premium Support</div> Enterprise-grade 24/7 support </div> </a></li> <!-- END app/components/site/header_dropdown_item_component.html.erb --> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <a class="HeaderMenu-link no-underline px-0 px-lg-2 py-3 py-lg-2 d-block d-lg-inline-block" data-analytics-event="{"location":"navbar","action":"pricing","context":"global","tag":"link","label":"pricing_link_global_navbar"}" href="https://github.com/pricing">Pricing</a> </li> </ul> </nav> <div class="d-flex flex-column flex-lg-row width-full flex-justify-end flex-lg-items-center text-center mt-3 mt-lg-0 text-lg-left ml-lg-3"> <qbsearch-input class="search-input" data-scope="repo:UFund-Me/Qbot" data-custom-scopes-path="/search/custom_scopes" data-delete-custom-scopes-csrf="nFSS3AulyPp4AiHxfOhp9OzqkXRrTVfnTRPB9eZf9lRdyY1NoC1vqSWOQ3GSYA5omVITRouv5dhI_zMEu-u_NQ" data-max-custom-scopes="10" data-header-redesign-enabled="false" data-initial-value="" data-blackbird-suggestions-path="/search/suggestions" data-jump-to-suggestions-path="/_graphql/GetSuggestedNavigationDestinations" data-current-repository="UFund-Me/Qbot" data-current-org="UFund-Me" data-current-owner="" data-logged-in="false" data-copilot-chat-enabled="false" data-nl-search-enabled="false" data-retain-scroll-position="true"> <div class="search-input-container search-with-dialog position-relative d-flex flex-row flex-items-center mr-4 rounded" data-action="click:qbsearch-input#searchInputContainerClicked" > <button type="button" class="header-search-button placeholder input-button form-control d-flex flex-1 flex-self-stretch flex-items-center no-wrap width-full py-0 pl-2 pr-0 text-left border-0 box-shadow-none" data-target="qbsearch-input.inputButton" aria-label="Search or jump to…" aria-haspopup="dialog" placeholder="Search or jump to..." data-hotkey=s,/ autocapitalize="off" data-analytics-event="{"location":"navbar","action":"searchbar","context":"global","tag":"input","label":"searchbar_input_global_navbar"}" data-action="click:qbsearch-input#handleExpand" > <div class="mr-2 color-fg-muted"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-search"> <path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path> </svg> </div> <span class="flex-1" data-target="qbsearch-input.inputButtonText">Search or jump to...</span> <div class="d-flex" data-target="qbsearch-input.hotkeyIndicator"> <svg xmlns="http://www.w3.org/2000/svg" width="22" height="20" aria-hidden="true" class="mr-1"><path fill="none" stroke="#979A9C" opacity=".4" d="M3.5.5h12c1.7 0 3 1.3 3 3v13c0 1.7-1.3 3-3 3h-12c-1.7 0-3-1.3-3-3v-13c0-1.7 1.3-3 3-3z"></path><path fill="#979A9C" d="M11.8 6L8 15.1h-.9L10.8 6h1z"></path></svg> </div> </button> <input type="hidden" name="type" class="js-site-search-type-field"> <div class="Overlay--hidden " data-modal-dialog-overlay> <modal-dialog data-action="close:qbsearch-input#handleClose cancel:qbsearch-input#handleClose" data-target="qbsearch-input.searchSuggestionsDialog" role="dialog" id="search-suggestions-dialog" aria-modal="true" aria-labelledby="search-suggestions-dialog-header" data-view-component="true" class="Overlay Overlay--width-large Overlay--height-auto"> <h1 id="search-suggestions-dialog-header" class="sr-only">Search code, repositories, users, issues, pull requests...</h1> <div class="Overlay-body Overlay-body--paddingNone"> <div data-view-component="true"> <div class="search-suggestions position-fixed width-full color-shadow-large border color-fg-default color-bg-default overflow-hidden d-flex flex-column query-builder-container" style="border-radius: 12px;" data-target="qbsearch-input.queryBuilderContainer" hidden > <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="query-builder-test-form" action="" accept-charset="UTF-8" method="get"> <query-builder data-target="qbsearch-input.queryBuilder" id="query-builder-query-builder-test" data-filter-key=":" data-view-component="true" class="QueryBuilder search-query-builder"> <div class="FormControl FormControl--fullWidth"> <label id="query-builder-test-label" for="query-builder-test" class="FormControl-label sr-only"> Search </label> <div class="QueryBuilder-StyledInput width-fit " data-target="query-builder.styledInput" > <span id="query-builder-test-leadingvisual-wrap" class="FormControl-input-leadingVisualWrap QueryBuilder-leadingVisualWrap"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-search FormControl-input-leadingVisual"> <path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path> </svg> </span> <div data-target="query-builder.styledInputContainer" class="QueryBuilder-StyledInputContainer"> <div aria-hidden="true" class="QueryBuilder-StyledInputContent" data-target="query-builder.styledInputContent" ></div> <div class="QueryBuilder-InputWrapper"> <div aria-hidden="true" class="QueryBuilder-Sizer" data-target="query-builder.sizer"></div> <input id="query-builder-test" name="query-builder-test" value="" autocomplete="off" type="text" role="combobox" spellcheck="false" aria-expanded="false" aria-describedby="validation-5fde137a-8046-4d74-9c71-793249a65a4a" data-target="query-builder.input" data-action=" input:query-builder#inputChange blur:query-builder#inputBlur keydown:query-builder#inputKeydown focus:query-builder#inputFocus " data-view-component="true" class="FormControl-input QueryBuilder-Input FormControl-medium" /> </div> </div> <span class="sr-only" id="query-builder-test-clear">Clear</span> <button role="button" id="query-builder-test-clear-button" aria-labelledby="query-builder-test-clear query-builder-test-label" data-target="query-builder.clearButton" data-action=" click:query-builder#clear focus:query-builder#clearButtonFocus blur:query-builder#clearButtonBlur " variant="small" hidden="hidden" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium mr-1 px-2 py-0 d-flex flex-items-center rounded-1 color-fg-muted"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x-circle-fill Button-visual"> <path d="M2.343 13.657A8 8 0 1 1 13.658 2.343 8 8 0 0 1 2.343 13.657ZM6.03 4.97a.751.751 0 0 0-1.042.018.751.751 0 0 0-.018 1.042L6.94 8 4.97 9.97a.749.749 0 0 0 .326 1.275.749.749 0 0 0 .734-.215L8 9.06l1.97 1.97a.749.749 0 0 0 1.275-.326.749.749 0 0 0-.215-.734L9.06 8l1.97-1.97a.749.749 0 0 0-.326-1.275.749.749 0 0 0-.734.215L8 6.94Z"></path> </svg> </button> </div> <template id="search-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-search"> <path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path> </svg> </template> <template id="code-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> </template> <template id="file-code-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-file-code"> <path d="M4 1.75C4 .784 4.784 0 5.75 0h5.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v8.586A1.75 1.75 0 0 1 14.25 15h-9a.75.75 0 0 1 0-1.5h9a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 10 4.25V1.5H5.75a.25.25 0 0 0-.25.25v2.5a.75.75 0 0 1-1.5 0Zm1.72 4.97a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734l1.47-1.47-1.47-1.47a.75.75 0 0 1 0-1.06ZM3.28 7.78 1.81 9.25l1.47 1.47a.751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018l-2-2a.75.75 0 0 1 0-1.06l2-2a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Zm8.22-6.218V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path> </svg> </template> <template id="history-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-history"> <path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path> </svg> </template> <template id="repo-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </template> <template id="bookmark-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bookmark"> <path d="M3 2.75C3 1.784 3.784 1 4.75 1h6.5c.966 0 1.75.784 1.75 1.75v11.5a.75.75 0 0 1-1.227.579L8 11.722l-3.773 3.107A.751.751 0 0 1 3 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v9.91l3.023-2.489a.75.75 0 0 1 .954 0l3.023 2.49V2.75a.25.25 0 0 0-.25-.25Z"></path> </svg> </template> <template id="plus-circle-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-plus-circle"> <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm7.25-3.25v2.5h2.5a.75.75 0 0 1 0 1.5h-2.5v2.5a.75.75 0 0 1-1.5 0v-2.5h-2.5a.75.75 0 0 1 0-1.5h2.5v-2.5a.75.75 0 0 1 1.5 0Z"></path> </svg> </template> <template id="circle-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> </template> <template id="trash-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-trash"> <path d="M11 1.75V3h2.25a.75.75 0 0 1 0 1.5H2.75a.75.75 0 0 1 0-1.5H5V1.75C5 .784 5.784 0 6.75 0h2.5C10.216 0 11 .784 11 1.75ZM4.496 6.675l.66 6.6a.25.25 0 0 0 .249.225h5.19a.25.25 0 0 0 .249-.225l.66-6.6a.75.75 0 0 1 1.492.149l-.66 6.6A1.748 1.748 0 0 1 10.595 15h-5.19a1.75 1.75 0 0 1-1.741-1.575l-.66-6.6a.75.75 0 1 1 1.492-.15ZM6.5 1.75V3h3V1.75a.25.25 0 0 0-.25-.25h-2.5a.25.25 0 0 0-.25.25Z"></path> </svg> </template> <template id="team-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-people"> <path d="M2 5.5a3.5 3.5 0 1 1 5.898 2.549 5.508 5.508 0 0 1 3.034 4.084.75.75 0 1 1-1.482.235 4 4 0 0 0-7.9 0 .75.75 0 0 1-1.482-.236A5.507 5.507 0 0 1 3.102 8.05 3.493 3.493 0 0 1 2 5.5ZM11 4a3.001 3.001 0 0 1 2.22 5.018 5.01 5.01 0 0 1 2.56 3.012.749.749 0 0 1-.885.954.752.752 0 0 1-.549-.514 3.507 3.507 0 0 0-2.522-2.372.75.75 0 0 1-.574-.73v-.352a.75.75 0 0 1 .416-.672A1.5 1.5 0 0 0 11 5.5.75.75 0 0 1 11 4Zm-5.5-.5a2 2 0 1 0-.001 3.999A2 2 0 0 0 5.5 3.5Z"></path> </svg> </template> <template id="project-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-project"> <path d="M1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25V1.75C0 .784.784 0 1.75 0ZM1.5 1.75v12.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25ZM11.75 3a.75.75 0 0 1 .75.75v7.5a.75.75 0 0 1-1.5 0v-7.5a.75.75 0 0 1 .75-.75Zm-8.25.75a.75.75 0 0 1 1.5 0v5.5a.75.75 0 0 1-1.5 0ZM8 3a.75.75 0 0 1 .75.75v3.5a.75.75 0 0 1-1.5 0v-3.5A.75.75 0 0 1 8 3Z"></path> </svg> </template> <template id="pencil-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pencil"> <path d="M11.013 1.427a1.75 1.75 0 0 1 2.474 0l1.086 1.086a1.75 1.75 0 0 1 0 2.474l-8.61 8.61c-.21.21-.47.364-.756.445l-3.251.93a.75.75 0 0 1-.927-.928l.929-3.25c.081-.286.235-.547.445-.758l8.61-8.61Zm.176 4.823L9.75 4.81l-6.286 6.287a.253.253 0 0 0-.064.108l-.558 1.953 1.953-.558a.253.253 0 0 0 .108-.064Zm1.238-3.763a.25.25 0 0 0-.354 0L10.811 3.75l1.439 1.44 1.263-1.263a.25.25 0 0 0 0-.354Z"></path> </svg> </template> <template id="copilot-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copilot"> <path d="M7.998 15.035c-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.201-.508-.254-1.084-.254-1.656 0-.87.128-1.769.693-2.484.579-.733 1.494-1.124 2.724-1.261 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095v1.872c0 .766-3.351 3.795-8.002 3.795Zm0-1.485c2.28 0 4.584-1.11 5.002-1.433V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-1.146 0-2.059-.327-2.71-.991A3.222 3.222 0 0 1 8 6.303a3.24 3.24 0 0 1-.544.743c-.65.664-1.563.991-2.71.991-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433ZM6.762 2.83c-.193-.206-.637-.413-1.682-.297-1.019.113-1.479.404-1.713.7-.247.312-.369.789-.369 1.554 0 .793.129 1.171.308 1.371.162.181.519.379 1.442.379.853 0 1.339-.235 1.638-.54.315-.322.527-.827.617-1.553.117-.935-.037-1.395-.241-1.614Zm4.155-.297c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Z"></path><path d="M6.25 9.037a.75.75 0 0 1 .75.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 .75-.75Zm4.25.75v1.501a.75.75 0 0 1-1.5 0V9.787a.75.75 0 0 1 1.5 0Z"></path> </svg> </template> <template id="copilot-error-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copilot-error"> <path d="M16 11.24c0 .112-.072.274-.21.467L13 9.688V7.862l-.023-.116c-.49.21-1.075.291-1.727.291-.198 0-.388-.009-.571-.029L6.833 5.226a4.01 4.01 0 0 0 .17-.782c.117-.935-.037-1.395-.241-1.614-.193-.206-.637-.413-1.682-.297-.683.076-1.115.231-1.395.415l-1.257-.91c.579-.564 1.413-.877 2.485-.996 1.206-.134 2.262.034 2.944.765.05.053.096.108.139.165.044-.057.094-.112.143-.165.682-.731 1.738-.899 2.944-.765 1.23.137 2.145.528 2.724 1.261.566.715.693 1.614.693 2.484 0 .572-.053 1.148-.254 1.656.066.228.098.429.126.612.012.076.024.148.037.218.924.385 1.522 1.471 1.591 2.095Zm-5.083-8.707c-1.044-.116-1.488.091-1.681.297-.204.219-.359.679-.242 1.614.091.726.303 1.231.618 1.553.299.305.784.54 1.638.54.922 0 1.28-.198 1.442-.379.179-.2.308-.578.308-1.371 0-.765-.123-1.242-.37-1.554-.233-.296-.693-.587-1.713-.7Zm2.511 11.074c-1.393.776-3.272 1.428-5.43 1.428-4.562 0-7.873-2.914-7.998-3.749V9.338c.085-.628.677-1.686 1.588-2.065.013-.07.024-.143.036-.218.029-.183.06-.384.126-.612-.18-.455-.241-.963-.252-1.475L.31 4.107A.747.747 0 0 1 0 3.509V3.49a.748.748 0 0 1 .625-.73c.156-.026.306.047.435.139l14.667 10.578a.592.592 0 0 1 .227.264.752.752 0 0 1 .046.249v.022a.75.75 0 0 1-1.19.596Zm-1.367-.991L5.635 7.964a5.128 5.128 0 0 1-.889.073c-.652 0-1.236-.081-1.727-.291l-.023.116v4.255c.419.323 2.722 1.433 5.002 1.433 1.539 0 3.089-.505 4.063-.934Z"></path> </svg> </template> <template id="workflow-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-workflow"> <path d="M0 1.75C0 .784.784 0 1.75 0h3.5C6.216 0 7 .784 7 1.75v3.5A1.75 1.75 0 0 1 5.25 7H4v4a1 1 0 0 0 1 1h4v-1.25C9 9.784 9.784 9 10.75 9h3.5c.966 0 1.75.784 1.75 1.75v3.5A1.75 1.75 0 0 1 14.25 16h-3.5A1.75 1.75 0 0 1 9 14.25v-.75H5A2.5 2.5 0 0 1 2.5 11V7h-.75A1.75 1.75 0 0 1 0 5.25Zm1.75-.25a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Zm9 9a.25.25 0 0 0-.25.25v3.5c0 .138.112.25.25.25h3.5a.25.25 0 0 0 .25-.25v-3.5a.25.25 0 0 0-.25-.25Z"></path> </svg> </template> <template id="book-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-book"> <path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path> </svg> </template> <template id="code-review-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code-review"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 13H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 14.543V13H1.75A1.75 1.75 0 0 1 0 11.25v-8.5C0 1.784.784 1 1.75 1ZM1.5 2.75v8.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Zm5.28 1.72a.75.75 0 0 1 0 1.06L5.31 7l1.47 1.47a.751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018l-2-2a.75.75 0 0 1 0-1.06l2-2a.75.75 0 0 1 1.06 0Zm2.44 0a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L10.69 7 9.22 5.53a.75.75 0 0 1 0-1.06Z"></path> </svg> </template> <template id="codespaces-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-codespaces"> <path d="M0 11.25c0-.966.784-1.75 1.75-1.75h12.5c.966 0 1.75.784 1.75 1.75v3A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm2-9.5C2 .784 2.784 0 3.75 0h8.5C13.216 0 14 .784 14 1.75v5a1.75 1.75 0 0 1-1.75 1.75h-8.5A1.75 1.75 0 0 1 2 6.75Zm1.75-.25a.25.25 0 0 0-.25.25v5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-5a.25.25 0 0 0-.25-.25Zm-2 9.5a.25.25 0 0 0-.25.25v3c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-3a.25.25 0 0 0-.25-.25Z"></path><path d="M7 12.75a.75.75 0 0 1 .75-.75h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> </template> <template id="comment-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment"> <path d="M1 2.75C1 1.784 1.784 1 2.75 1h10.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 13.25 12H9.06l-2.573 2.573A1.458 1.458 0 0 1 4 13.543V12H2.75A1.75 1.75 0 0 1 1 10.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h4.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> </template> <template id="comment-discussion-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> </template> <template id="organization-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-organization"> <path d="M1.75 16A1.75 1.75 0 0 1 0 14.25V1.75C0 .784.784 0 1.75 0h8.5C11.216 0 12 .784 12 1.75v12.5c0 .085-.006.168-.018.25h2.268a.25.25 0 0 0 .25-.25V8.285a.25.25 0 0 0-.111-.208l-1.055-.703a.749.749 0 1 1 .832-1.248l1.055.703c.487.325.779.871.779 1.456v5.965A1.75 1.75 0 0 1 14.25 16h-3.5a.766.766 0 0 1-.197-.026c-.099.017-.2.026-.303.026h-3a.75.75 0 0 1-.75-.75V14h-1v1.25a.75.75 0 0 1-.75.75Zm-.25-1.75c0 .138.112.25.25.25H4v-1.25a.75.75 0 0 1 .75-.75h2.5a.75.75 0 0 1 .75.75v1.25h2.25a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25ZM3.75 6h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5ZM3 3.75A.75.75 0 0 1 3.75 3h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 3.75Zm4 3A.75.75 0 0 1 7.75 6h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 7 6.75ZM7.75 3h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5ZM3 9.75A.75.75 0 0 1 3.75 9h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 9.75ZM7.75 9h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5Z"></path> </svg> </template> <template id="rocket-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-rocket"> <path d="M14.064 0h.186C15.216 0 16 .784 16 1.75v.186a8.752 8.752 0 0 1-2.564 6.186l-.458.459c-.314.314-.641.616-.979.904v3.207c0 .608-.315 1.172-.833 1.49l-2.774 1.707a.749.749 0 0 1-1.11-.418l-.954-3.102a1.214 1.214 0 0 1-.145-.125L3.754 9.816a1.218 1.218 0 0 1-.124-.145L.528 8.717a.749.749 0 0 1-.418-1.11l1.71-2.774A1.748 1.748 0 0 1 3.31 4h3.204c.288-.338.59-.665.904-.979l.459-.458A8.749 8.749 0 0 1 14.064 0ZM8.938 3.623h-.002l-.458.458c-.76.76-1.437 1.598-2.02 2.5l-1.5 2.317 2.143 2.143 2.317-1.5c.902-.583 1.74-1.26 2.499-2.02l.459-.458a7.25 7.25 0 0 0 2.123-5.127V1.75a.25.25 0 0 0-.25-.25h-.186a7.249 7.249 0 0 0-5.125 2.123ZM3.56 14.56c-.732.732-2.334 1.045-3.005 1.148a.234.234 0 0 1-.201-.064.234.234 0 0 1-.064-.201c.103-.671.416-2.273 1.15-3.003a1.502 1.502 0 1 1 2.12 2.12Zm6.94-3.935c-.088.06-.177.118-.266.175l-2.35 1.521.548 1.783 1.949-1.2a.25.25 0 0 0 .119-.213ZM3.678 8.116 5.2 5.766c.058-.09.117-.178.176-.266H3.309a.25.25 0 0 0-.213.119l-1.2 1.95ZM12 5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> </template> <template id="shield-check-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield-check"> <path d="m8.533.133 5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667l5.25-1.68a1.748 1.748 0 0 1 1.066 0Zm-.61 1.429.001.001-5.25 1.68a.251.251 0 0 0-.174.237V7c0 1.36.275 2.666 1.057 3.859.784 1.194 2.121 2.342 4.366 3.298a.196.196 0 0 0 .154 0c2.245-.957 3.582-2.103 4.366-3.297C13.225 9.666 13.5 8.358 13.5 7V3.48a.25.25 0 0 0-.174-.238l-5.25-1.68a.25.25 0 0 0-.153 0ZM11.28 6.28l-3.5 3.5a.75.75 0 0 1-1.06 0l-1.5-1.5a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l.97.97 2.97-2.97a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path> </svg> </template> <template id="heart-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-heart"> <path d="m8 14.25.345.666a.75.75 0 0 1-.69 0l-.008-.004-.018-.01a7.152 7.152 0 0 1-.31-.17 22.055 22.055 0 0 1-3.434-2.414C2.045 10.731 0 8.35 0 5.5 0 2.836 2.086 1 4.25 1 5.797 1 7.153 1.802 8 3.02 8.847 1.802 10.203 1 11.75 1 13.914 1 16 2.836 16 5.5c0 2.85-2.045 5.231-3.885 6.818a22.066 22.066 0 0 1-3.744 2.584l-.018.01-.006.003h-.002ZM4.25 2.5c-1.336 0-2.75 1.164-2.75 3 0 2.15 1.58 4.144 3.365 5.682A20.58 20.58 0 0 0 8 13.393a20.58 20.58 0 0 0 3.135-2.211C12.92 9.644 14.5 7.65 14.5 5.5c0-1.836-1.414-3-2.75-3-1.373 0-2.609.986-3.029 2.456a.749.749 0 0 1-1.442 0C6.859 3.486 5.623 2.5 4.25 2.5Z"></path> </svg> </template> <template id="server-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-server"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v4c0 .372-.116.717-.314 1 .198.283.314.628.314 1v4a1.75 1.75 0 0 1-1.75 1.75H1.75A1.75 1.75 0 0 1 0 12.75v-4c0-.358.109-.707.314-1a1.739 1.739 0 0 1-.314-1v-4C0 1.784.784 1 1.75 1ZM1.5 2.75v4c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Zm.25 5.75a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25ZM7 4.75A.75.75 0 0 1 7.75 4h4.5a.75.75 0 0 1 0 1.5h-4.5A.75.75 0 0 1 7 4.75ZM7.75 10h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1 0-1.5ZM3 4.75A.75.75 0 0 1 3.75 4h.5a.75.75 0 0 1 0 1.5h-.5A.75.75 0 0 1 3 4.75ZM3.75 10h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1 0-1.5Z"></path> </svg> </template> <template id="globe-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-globe"> <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM5.78 8.75a9.64 9.64 0 0 0 1.363 4.177c.255.426.542.832.857 1.215.245-.296.551-.705.857-1.215A9.64 9.64 0 0 0 10.22 8.75Zm4.44-1.5a9.64 9.64 0 0 0-1.363-4.177c-.307-.51-.612-.919-.857-1.215a9.927 9.927 0 0 0-.857 1.215A9.64 9.64 0 0 0 5.78 7.25Zm-5.944 1.5H1.543a6.507 6.507 0 0 0 4.666 5.5c-.123-.181-.24-.365-.352-.552-.715-1.192-1.437-2.874-1.581-4.948Zm-2.733-1.5h2.733c.144-2.074.866-3.756 1.58-4.948.12-.197.237-.381.353-.552a6.507 6.507 0 0 0-4.666 5.5Zm10.181 1.5c-.144 2.074-.866 3.756-1.58 4.948-.12.197-.237.381-.353.552a6.507 6.507 0 0 0 4.666-5.5Zm2.733-1.5a6.507 6.507 0 0 0-4.666-5.5c.123.181.24.365.353.552.714 1.192 1.436 2.874 1.58 4.948Z"></path> </svg> </template> <template id="issue-opened-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> </template> <template id="device-mobile-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-device-mobile"> <path d="M3.75 0h8.5C13.216 0 14 .784 14 1.75v12.5A1.75 1.75 0 0 1 12.25 16h-8.5A1.75 1.75 0 0 1 2 14.25V1.75C2 .784 2.784 0 3.75 0ZM3.5 1.75v12.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25ZM8 13a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path> </svg> </template> <template id="package-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-package"> <path d="m8.878.392 5.25 3.045c.54.314.872.89.872 1.514v6.098a1.75 1.75 0 0 1-.872 1.514l-5.25 3.045a1.75 1.75 0 0 1-1.756 0l-5.25-3.045A1.75 1.75 0 0 1 1 11.049V4.951c0-.624.332-1.201.872-1.514L7.122.392a1.75 1.75 0 0 1 1.756 0ZM7.875 1.69l-4.63 2.685L8 7.133l4.755-2.758-4.63-2.685a.248.248 0 0 0-.25 0ZM2.5 5.677v5.372c0 .09.047.171.125.216l4.625 2.683V8.432Zm6.25 8.271 4.625-2.683a.25.25 0 0 0 .125-.216V5.677L8.75 8.432Z"></path> </svg> </template> <template id="credit-card-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-credit-card"> <path d="M10.75 9a.75.75 0 0 0 0 1.5h1.5a.75.75 0 0 0 0-1.5h-1.5Z"></path><path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25ZM14.5 6.5h-13v5.75c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25Zm0-2.75a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25V5h13Z"></path> </svg> </template> <template id="play-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play"> <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path> </svg> </template> <template id="gift-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-gift"> <path d="M2 2.75A2.75 2.75 0 0 1 4.75 0c.983 0 1.873.42 2.57 1.232.268.318.497.668.68 1.042.183-.375.411-.725.68-1.044C9.376.42 10.266 0 11.25 0a2.75 2.75 0 0 1 2.45 4h.55c.966 0 1.75.784 1.75 1.75v2c0 .698-.409 1.301-1 1.582v4.918A1.75 1.75 0 0 1 13.25 16H2.75A1.75 1.75 0 0 1 1 14.25V9.332C.409 9.05 0 8.448 0 7.75v-2C0 4.784.784 4 1.75 4h.55c-.192-.375-.3-.8-.3-1.25ZM7.25 9.5H2.5v4.75c0 .138.112.25.25.25h4.5Zm1.5 0v5h4.5a.25.25 0 0 0 .25-.25V9.5Zm0-4V8h5.5a.25.25 0 0 0 .25-.25v-2a.25.25 0 0 0-.25-.25Zm-7 0a.25.25 0 0 0-.25.25v2c0 .138.112.25.25.25h5.5V5.5h-5.5Zm3-4a1.25 1.25 0 0 0 0 2.5h2.309c-.233-.818-.542-1.401-.878-1.793-.43-.502-.915-.707-1.431-.707ZM8.941 4h2.309a1.25 1.25 0 0 0 0-2.5c-.516 0-1 .205-1.43.707-.337.392-.646.975-.879 1.793Z"></path> </svg> </template> <template id="code-square-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code-square"> <path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25Zm7.47 3.97a.75.75 0 0 1 1.06 0l2 2a.75.75 0 0 1 0 1.06l-2 2a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L10.69 8 9.22 6.53a.75.75 0 0 1 0-1.06ZM6.78 6.53 5.31 8l1.47 1.47a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215l-2-2a.75.75 0 0 1 0-1.06l2-2a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path> </svg> </template> <template id="device-desktop-icon"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-device-desktop"> <path d="M14.25 1c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 14.25 12h-3.727c.099 1.041.52 1.872 1.292 2.757A.752.752 0 0 1 11.25 16h-6.5a.75.75 0 0 1-.565-1.243c.772-.885 1.192-1.716 1.292-2.757H1.75A1.75 1.75 0 0 1 0 10.25v-7.5C0 1.784.784 1 1.75 1ZM1.75 2.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25ZM9.018 12H6.982a5.72 5.72 0 0 1-.765 2.5h3.566a5.72 5.72 0 0 1-.765-2.5Z"></path> </svg> </template> <div class="position-relative"> <ul role="listbox" class="ActionListWrap QueryBuilder-ListWrap" aria-label="Suggestions" data-action=" combobox-commit:query-builder#comboboxCommit mousedown:query-builder#resultsMousedown " data-target="query-builder.resultsList" data-persist-list=false id="query-builder-test-results" ></ul> </div> <div class="FormControl-inlineValidation" id="validation-5fde137a-8046-4d74-9c71-793249a65a4a" hidden="hidden"> <span class="FormControl-inlineValidation--visual"> <svg aria-hidden="true" height="12" viewBox="0 0 12 12" version="1.1" width="12" data-view-component="true" class="octicon octicon-alert-fill"> <path d="M4.855.708c.5-.896 1.79-.896 2.29 0l4.675 8.351a1.312 1.312 0 0 1-1.146 1.954H1.33A1.313 1.313 0 0 1 .183 9.058ZM7 7V3H5v4Zm-1 3a1 1 0 1 0 0-2 1 1 0 0 0 0 2Z"></path> </svg> </span> <span></span> </div> </div> <div data-target="query-builder.screenReaderFeedback" aria-live="polite" aria-atomic="true" class="sr-only"></div> </query-builder></form> <div class="d-flex flex-row color-fg-muted px-3 text-small color-bg-default search-feedback-prompt"> <a target="_blank" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax" data-view-component="true" class="Link color-fg-accent text-normal ml-2">Search syntax tips</a> <div class="d-flex flex-1"></div> </div> </div> </div> </div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div class="color-fg-default"> <dialog-helper> <dialog data-target="qbsearch-input.feedbackDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="feedback-dialog" aria-modal="true" aria-labelledby="feedback-dialog-title" aria-describedby="feedback-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="feedback-dialog-title"> Provide feedback </h1> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="feedback-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="feedback-dialog-title"> <div data-view-component="true" class="Overlay-body"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="code-search-feedback-form" data-turbo="false" action="/search/feedback" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="vDBSihWoEhxk5x8NA1RtLGz/1ykzP36dAbWt2Ts33CW04+hcXw+8h1VGaK904LhWlEwYFMKih8JuO20JgZF8Jg==" /> <p>We read every piece of feedback, and take your input very seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header Overlay-header--divided"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="custom-scopes-dialog-title"> Saved searches </h1> <h2 id="custom-scopes-dialog-description" class="Overlay-description">Use saved searches to filter your results more quickly</h2> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="custom-scopes-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="Rh8GkCTAY+4MEOglmEtQSZYRgQSp89Gxr6qdpeHxA7oT/DQG1Y65I5EAlBL5xikJ3JQjjMDJbXXa4I7KRbq/hQ==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" id="custom_scope_id" name="custom_scope_id" data-target="custom-scopes.customScopesIdField"> <div class="form-group"> <label for="custom_scope_name">Name</label> <auto-check src="/search/custom_scopes/check_name" required only-validate-on-blur="false"> <input type="text" name="custom_scope_name" id="custom_scope_name" data-target="custom-scopes.customScopesNameField" class="form-control" autocomplete="off" placeholder="github-ruby" required maxlength="50"> <input type="hidden" data-csrf="true" value="XSuzFfGJ9PLGg/Q2d2MBLb9YGMWlO7nQ7+fkWbPNaq9homJIYuxq3YVc8z3d8i5IMt71fxSw55c0B3vaVnQi8w==" /> </auto-check> </div> <div class="form-group"> <label for="custom_scope_query">Query</label> <input type="text" name="custom_scope_query" id="custom_scope_query" data-target="custom-scopes.customScopesQueryField" class="form-control" autocomplete="off" placeholder="(repo:mona/a OR repo:mona/b) AND lang:python" required maxlength="500"> </div> <p class="text-small color-fg-muted"> To see all available qualifiers, see our <a class="Link--inTextBlock" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax">documentation</a>. </p> </form> </div> <div data-target="custom-scopes.manageCustomScopesForm"> <div data-target="custom-scopes.list"></div> </div> </div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd Overlay-footer--divided"> <button data-action="click:custom-scopes#customScopesCancel" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="custom-scopes-dialog-form" data-action="click:custom-scopes#customScopesSubmit" data-target="custom-scopes.customScopesSubmitButton" type="submit" data-view-component="true" class="btn-primary btn"> Create saved search </button> </div> </dialog></dialog-helper> </custom-scopes> </div> </qbsearch-input> <div class="position-relative HeaderMenu-link-wrap d-lg-inline-block"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot" class="HeaderMenu-link HeaderMenu-link--sign-in HeaderMenu-button flex-shrink-0 no-underline d-none d-lg-inline-flex border border-lg-0 rounded rounded-lg-0 px-2 py-1" style="margin-left: 12px;" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="d5f3121730e12092f96e0740f9201def79d3a0c950f87cdc4bf54a0a5f91ce22" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Sign in;ref_loc:Header"}" > Sign in </a> </div> <a href="/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=UFund-Me%2FQbot" class="HeaderMenu-link HeaderMenu-link--sign-up HeaderMenu-button flex-shrink-0 d-flex d-lg-inline-flex no-underline border color-border-default rounded px-2 py-1" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="d5f3121730e12092f96e0740f9201def79d3a0c950f87cdc4bf54a0a5f91ce22" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/<user-name>/<repo-name>;ref_cta:Sign up;ref_loc:header logged out"}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <button id="icon-button-4a88b654-033b-4218-8c65-3a045391e133" aria-labelledby="tooltip-9f1be6dc-afe2-44bf-98d9-fed6bab3450d" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x Button-visual"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button><tool-tip id="tooltip-9f1be6dc-afe2-44bf-98d9-fed6bab3450d" for="icon-button-4a88b654-033b-4218-8c65-3a045391e133" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Dismiss alert</tool-tip> </div> </div> <div id="start-of-content" class="show-on-focus"></div> <div id="js-flash-container" class="flash-container" data-turbo-replace> <template class="js-flash-template"> <div class="flash flash-full {{ className }}"> <div > <button autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div aria-atomic="true" role="alert" class="js-flash-alert"> <div>{{ message }}</div> </div> </div> </div> </template> </div> <div class="application-main " data-commit-hovercards-enabled data-discussion-hovercards-enabled data-issue-and-pr-hovercards-enabled data-project-hovercards-enabled > <div itemscope itemtype="http://schema.org/SoftwareSourceCode" class=""> <main id="js-repo-pjax-container" > <div id="repository-container-header" class="pt-3 hide-full-screen" style="background-color: var(--page-header-bgColor, var(--color-page-header-bg));" data-turbo-replace> <div class="d-flex flex-nowrap flex-justify-end mb-3 px-3 px-lg-5" style="gap: 1rem;"> <div class="flex-auto min-width-0 width-fit"> <div class=" d-flex flex-wrap flex-items-center wb-break-word f3 text-normal"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> <span class="author flex-self-stretch" itemprop="author"> <a class="url fn" rel="author" data-hovercard-type="organization" data-hovercard-url="/orgs/UFund-Me/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/UFund-Me"> UFund-Me </a> </span> <span class="mx-1 flex-self-stretch color-fg-muted">/</span> <strong itemprop="name" class="mr-2 flex-self-stretch"> <a data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/UFund-Me/Qbot">Qbot</a> </strong> <span></span><span class="Label Label--secondary v-align-middle mr-1">Public</span> </div> </div> <div id="repository-details-container" class="flex-shrink-0" data-turbo-replace style="max-width: 70%;"> <ul class="pagehead-actions flex-shrink-0 d-none d-md-inline" style="padding: 2px 0;"> <li> <include-fragment src="/UFund-Me/Qbot/sponsor_button"></include-fragment> </li> <li> <a href="/login?return_to=%2FUFund-Me%2FQbot" rel="nofollow" id="repository-details-watch-button" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"notification subscription menu watch","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="f12862efe60b22a3cf8bd2849b0058252bf899efdda67484c36f69b8ed82e734" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2"> <path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 .002.002.004.004.006l.006.004.007.001h10.964l.007-.001.006-.004.004-.006.001-.007a.017.017 0 0 0-.003-.01l-1.703-2.554a1.745 1.745 0 0 1-.294-.97V5A3.5 3.5 0 0 0 8 1.5Z"></path> </svg>Notifications </a> <tool-tip id="tooltip-b82254f4-17c9-494d-beca-524f0355435c" for="repository-details-watch-button" popover="manual" data-direction="s" data-type="description" data-view-component="true" class="sr-only position-absolute">You must be signed in to change notification settings</tool-tip> </li> <li> <a icon="repo-forked" id="fork-button" href="/login?return_to=%2FUFund-Me%2FQbot" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"repo details fork button","repository_id":569509049,"auth_type":"LOG_IN","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="6c799414a4d647aab25dac1d26c58e29b7f50d06ca2ca0af953779517a711963" data-view-component="true" class="btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg>Fork <span id="repo-network-counter" data-pjax-replace="true" data-turbo-replace="true" title="1,552" data-view-component="true" class="Counter">1.6k</span> </a> </li> <li> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FUFund-Me%2FQbot" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":569509049,"auth_type":"LOG_IN","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="ff119310089dffa38edfacde82de4d6f170b58e4d6fc62aff21fad2f1fa17f01" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="10793 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="10,793" data-view-component="true" class="Counter js-social-count">10.8k</span> </a></div> </li> </ul> </div> </div> <div id="responsive-meta-container" data-turbo-replace> <div class="d-block d-md-none mb-2 px-3 px-md-4 px-lg-5"> <p class="f4 mb-3 "> [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: <a href="https://ufund-me.github.io/Qbot" class="Link--inTextBlock" rel="nofollow">https://ufund-me.github.io/Qbot</a> ✨ :news: qbot-mini: <a href="https://github.com/Charmve/iQuant" class="Link--inTextBlock">https://github.com/Charmve/iQuant</a> </p> <div class="mb-2 d-flex flex-items-center Link--secondary"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://github.com/Charmve" role="link" target="_blank" class="text-bold" rel="noopener noreferrer" href="https://github.com/Charmve">github.com/Charmve</a> </span> </div> <h3 class="sr-only">License</h3> <div class="mb-2"> <a href="/UFund-Me/Qbot/blob/main/LICENSE" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:license"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> MIT license </a> </div> <div class="mb-3"> <a class="Link--secondary no-underline mr-3" href="/UFund-Me/Qbot/stargazers"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-1"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <span class="text-bold">10.8k</span> stars </a> <a class="Link--secondary no-underline mr-3" href="/UFund-Me/Qbot/forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-1"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg> <span class="text-bold">1.6k</span> forks </a> <a class="Link--secondary no-underline mr-3 d-inline-block" href="/UFund-Me/Qbot/branches"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-branch mr-1"> <path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path> </svg> <span>Branches</span> </a> <a class="Link--secondary no-underline d-inline-block" href="/UFund-Me/Qbot/tags"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-tag mr-1"> <path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path> </svg> <span>Tags</span> </a> <a class="Link--secondary no-underline d-inline-block" href="/UFund-Me/Qbot/activity"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pulse mr-1"> <path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path> </svg> <span>Activity</span> </a> </div> <div class="d-flex flex-wrap gap-2"> <div class="flex-1"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FUFund-Me%2FQbot" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":569509049,"auth_type":"LOG_IN","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="ff119310089dffa38edfacde82de4d6f170b58e4d6fc62aff21fad2f1fa17f01" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn btn-block"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </div> <div class="flex-1"> <a href="/login?return_to=%2FUFund-Me%2FQbot" rel="nofollow" id="files-overview-watch-button" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"notification subscription menu watch","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/UFund-Me/Qbot","user_id":null}}" data-hydro-click-hmac="f12862efe60b22a3cf8bd2849b0058252bf899efdda67484c36f69b8ed82e734" aria-label="You must be signed in to change notification settings" data-view-component="true" class="btn-sm btn btn-block"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-bell mr-2"> <path d="M8 16a2 2 0 0 0 1.985-1.75c.017-.137-.097-.25-.235-.25h-3.5c-.138 0-.252.113-.235.25A2 2 0 0 0 8 16ZM3 5a5 5 0 0 1 10 0v2.947c0 .05.015.098.042.139l1.703 2.555A1.519 1.519 0 0 1 13.482 13H2.518a1.516 1.516 0 0 1-1.263-2.36l1.703-2.554A.255.255 0 0 0 3 7.947Zm5-3.5A3.5 3.5 0 0 0 4.5 5v2.947c0 .346-.102.683-.294.97l-1.703 2.556a.017.017 0 0 0-.003.01l.001.006c0 .002.002.004.004.006l.006.004.007.001h10.964l.007-.001.006-.004.004-.006.001-.007a.017.017 0 0 0-.003-.01l-1.703-2.554a1.745 1.745 0 0 1-.294-.97V5A3.5 3.5 0 0 0 8 1.5Z"></path> </svg>Notifications </a> <tool-tip id="tooltip-ca07f49b-0879-495a-984f-c09d7d1152a1" for="files-overview-watch-button" popover="manual" data-direction="s" data-type="description" data-view-component="true" class="sr-only position-absolute">You must be signed in to change notification settings</tool-tip> </div> <span> </span> </div> </div> </div> <nav data-pjax="#js-repo-pjax-container" aria-label="Repository" data-view-component="true" class="js-repo-nav js-sidenav-container-pjax js-responsive-underlinenav overflow-hidden UnderlineNav px-3 px-md-4 px-lg-5"> <ul data-view-component="true" class="UnderlineNav-body list-style-none"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab" href="/UFund-Me/Qbot" data-tab-item="i0code-tab" data-selected-links="repo_source repo_downloads repo_commits repo_releases repo_tags repo_branches repo_packages repo_deployments repo_attestations /UFund-Me/Qbot" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g c" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Code","target":"UNDERLINE_NAV.TAB"}" aria-current="page" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item selected"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code UnderlineNav-octicon d-none d-sm-inline"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> <span data-content="Code">Code</span> <span id="code-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab" href="/UFund-Me/Qbot/issues" data-tab-item="i1issues-tab" data-selected-links="repo_issues repo_labels repo_milestones /UFund-Me/Qbot/issues" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g i" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Issues","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened UnderlineNav-octicon d-none d-sm-inline"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> <span data-content="Issues">Issues</span> <span id="issues-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="62" data-view-component="true" class="Counter">62</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab" href="/UFund-Me/Qbot/pulls" data-tab-item="i2pull-requests-tab" data-selected-links="repo_pulls checks /UFund-Me/Qbot/pulls" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g p" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Pull requests","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request UnderlineNav-octicon d-none d-sm-inline"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> <span data-content="Pull requests">Pull requests</span> <span id="pull-requests-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="actions-tab" href="/UFund-Me/Qbot/actions" data-tab-item="i3actions-tab" data-selected-links="repo_actions /UFund-Me/Qbot/actions" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g a" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Actions","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play UnderlineNav-octicon d-none d-sm-inline"> <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path> </svg> <span data-content="Actions">Actions</span> <span id="actions-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="projects-tab" href="/UFund-Me/Qbot/projects" data-tab-item="i4projects-tab" data-selected-links="repo_projects new_repo_project repo_project /UFund-Me/Qbot/projects" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g b" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Projects","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-table UnderlineNav-octicon d-none d-sm-inline"> <path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path> </svg> <span data-content="Projects">Projects</span> <span id="projects-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="0" hidden="hidden" data-view-component="true" class="Counter">0</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="security-tab" href="/UFund-Me/Qbot/security" data-tab-item="i5security-tab" data-selected-links="security overview alerts policy token_scanning code_scanning /UFund-Me/Qbot/security" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g s" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Security","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield UnderlineNav-octicon d-none d-sm-inline"> <path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span data-content="Security">Security</span> <include-fragment src="/UFund-Me/Qbot/security/overall-count" accept="text/fragment+html"></include-fragment> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="insights-tab" href="/UFund-Me/Qbot/pulse" data-tab-item="i6insights-tab" data-selected-links="repo_graphs repo_contributors dependency_graph dependabot_updates pulse people community /UFund-Me/Qbot/pulse" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Insights","target":"UNDERLINE_NAV.TAB"}" data-view-component="true" class="UnderlineNav-item no-wrap js-responsive-underlinenav-item js-selected-navigation-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-graph UnderlineNav-octicon d-none d-sm-inline"> <path d="M1.5 1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path> </svg> <span data-content="Insights">Insights</span> <span id="insights-repo-tab-count" data-pjax-replace="" data-turbo-replace="" title="Not available" data-view-component="true" class="Counter"></span> </a></li> </ul> <div style="visibility:hidden;" data-view-component="true" class="UnderlineNav-actions js-responsive-underlinenav-overflow position-absolute pr-3 pr-md-4 pr-lg-5 right-0"> <action-menu data-select-variant="none" data-view-component="true"> <focus-group direction="vertical" mnemonics retain> <button id="action-menu-9365b511-1461-47fb-934d-dad44a59940f-button" popovertarget="action-menu-9365b511-1461-47fb-934d-dad44a59940f-overlay" aria-controls="action-menu-9365b511-1461-47fb-934d-dad44a59940f-list" aria-haspopup="true" aria-labelledby="tooltip-a3057a3b-1c9d-47b3-a058-e33f858d50c6" type="button" data-view-component="true" class="Button Button--iconOnly Button--secondary Button--medium UnderlineNav-item"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-kebab-horizontal Button-visual"> <path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path> </svg> </button><tool-tip id="tooltip-a3057a3b-1c9d-47b3-a058-e33f858d50c6" for="action-menu-9365b511-1461-47fb-934d-dad44a59940f-button" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Additional navigation options</tool-tip> <anchored-position data-target="action-menu.overlay" id="action-menu-9365b511-1461-47fb-934d-dad44a59940f-overlay" anchor="action-menu-9365b511-1461-47fb-934d-dad44a59940f-button" align="start" side="outside-bottom" anchor-offset="normal" popover="auto" data-view-component="true"> <div data-view-component="true" class="Overlay Overlay--size-auto"> <div data-view-component="true" class="Overlay-body Overlay-body--paddingNone"> <action-list> <div data-view-component="true"> <ul aria-labelledby="action-menu-9365b511-1461-47fb-934d-dad44a59940f-button" id="action-menu-9365b511-1461-47fb-934d-dad44a59940f-list" role="menu" data-view-component="true" class="ActionListWrap--inset ActionListWrap"> <li hidden="hidden" data-menu-item="i0code-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-99fd6a51-44e7-4235-8230-61a839fccc92" href="/UFund-Me/Qbot" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Code </span> </a> </li> <li hidden="hidden" data-menu-item="i1issues-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-46768507-99aa-4644-b51c-686212593986" href="/UFund-Me/Qbot/issues" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Issues </span> </a> </li> <li hidden="hidden" data-menu-item="i2pull-requests-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-e9de39ad-134d-46c5-b33c-95cce14e4519" href="/UFund-Me/Qbot/pulls" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Pull requests </span> </a> </li> <li hidden="hidden" data-menu-item="i3actions-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-216c3062-9d91-43d2-84aa-7de848d5a15c" href="/UFund-Me/Qbot/actions" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-play"> <path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Zm4.879-2.773 4.264 2.559a.25.25 0 0 1 0 .428l-4.264 2.559A.25.25 0 0 1 6 10.559V5.442a.25.25 0 0 1 .379-.215Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Actions </span> </a> </li> <li hidden="hidden" data-menu-item="i4projects-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-14678abd-d827-4d03-add8-fb723da74559" href="/UFund-Me/Qbot/projects" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-table"> <path d="M0 1.75C0 .784.784 0 1.75 0h12.5C15.216 0 16 .784 16 1.75v12.5A1.75 1.75 0 0 1 14.25 16H1.75A1.75 1.75 0 0 1 0 14.25ZM6.5 6.5v8h7.75a.25.25 0 0 0 .25-.25V6.5Zm8-1.5V1.75a.25.25 0 0 0-.25-.25H6.5V5Zm-13 1.5v7.75c0 .138.112.25.25.25H5v-8ZM5 5V1.5H1.75a.25.25 0 0 0-.25.25V5Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Projects </span> </a> </li> <li hidden="hidden" data-menu-item="i5security-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-acd6edfb-c97a-49d5-8705-30f56f5496c8" href="/UFund-Me/Qbot/security" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-shield"> <path d="M7.467.133a1.748 1.748 0 0 1 1.066 0l5.25 1.68A1.75 1.75 0 0 1 15 3.48V7c0 1.566-.32 3.182-1.303 4.682-.983 1.498-2.585 2.813-5.032 3.855a1.697 1.697 0 0 1-1.33 0c-2.447-1.042-4.049-2.357-5.032-3.855C1.32 10.182 1 8.566 1 7V3.48a1.75 1.75 0 0 1 1.217-1.667Zm.61 1.429a.25.25 0 0 0-.153 0l-5.25 1.68a.25.25 0 0 0-.174.238V7c0 1.358.275 2.666 1.057 3.86.784 1.194 2.121 2.34 4.366 3.297a.196.196 0 0 0 .154 0c2.245-.956 3.582-2.104 4.366-3.298C13.225 9.666 13.5 8.36 13.5 7V3.48a.251.251 0 0 0-.174-.237l-5.25-1.68ZM8.75 4.75v3a.75.75 0 0 1-1.5 0v-3a.75.75 0 0 1 1.5 0ZM9 10.5a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Security </span> </a> </li> <li hidden="hidden" data-menu-item="i6insights-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-fe56f32c-3983-4c40-83d5-26d55b57c671" href="/UFund-Me/Qbot/pulse" role="menuitem" data-view-component="true" class="ActionListContent ActionListContent--visual16"> <span class="ActionListItem-visual ActionListItem-visual--leading"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-graph"> <path d="M1.5 1.75V13.5h13.75a.75.75 0 0 1 0 1.5H.75a.75.75 0 0 1-.75-.75V1.75a.75.75 0 0 1 1.5 0Zm14.28 2.53-5.25 5.25a.75.75 0 0 1-1.06 0L7 7.06 4.28 9.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.25-3.25a.75.75 0 0 1 1.06 0L10 7.94l4.72-4.72a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042Z"></path> </svg> </span> <span data-view-component="true" class="ActionListItem-label"> Insights </span> </a> </li> </ul> </div></action-list> </div> </div></anchored-position> </focus-group> </action-menu></div> </nav> </div> <turbo-frame id="repo-content-turbo-frame" target="_top" data-turbo-action="advance" class=""> <div id="repo-content-pjax-container" class="repository-content " > <h1 class='sr-only'>UFund-Me/Qbot</h1> <div class="clearfix container-xl px-md-4 px-lg-5 px-3"> <div> <div style="max-width: 100%" data-view-component="true" class="Layout Layout--flowRow-until-md react-repos-overview-margin Layout--sidebarPosition-end Layout--sidebarPosition-flowRow-end"> <div data-view-component="true" class="Layout-main"> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_dompurify_dist_purify_es_mjs-dd1d3ea6a436.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_tanstack_query-core_build_modern_queryObserver_js-node_modules_tanstack_-defd52-843b41414e0e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_aria-live_aria-live_ts-ui_packages_history_history_ts-ui_packages_promise-with-re-01dc80-c0881cb21a21.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_paths_index_ts-3adbcf6faa83.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_ref-selector_RefSelector_tsx-7496afc3784d.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_commit-attribution_index_ts-ui_packages_commit-checks-status_index_ts-ui_packages-7094d4-b869a469ca5e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_hydro-analytics_hydro-analytics_ts-ui_packages_verified-fetch_verified-fetch_ts-u-4672d1-96a19eaeffb7.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_code-view-shared_hooks_use-canonical-object_ts-ui_packages_code-view-shared_hooks-d63960-3a5579c864b4.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/repos-overview-4c52498c4724.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.248e2356ac373ce2e5c1.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/repos-overview.0ee7cac3ab511a65d9f9.module.css" /> <react-partial partial-name="repos-overview" data-ssr="true" data-attempted-ssr="true" > <script type="application/json" data-target="react-partial.embeddedData">{"props":{"initialPayload":{"allShortcutsEnabled":false,"path":"/","repo":{"id":569509049,"defaultBranch":"main","name":"Qbot","ownerLogin":"UFund-Me","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2022-11-23T01:37:43.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/75005393?v=4","public":true,"private":false,"isOrgOwned":true},"currentUser":null,"refInfo":{"name":"main","listCacheKey":"v0:1718526046.0","canEdit":false,"refType":"branch","currentOid":"aa049ed8e464305db0e6822fe4df7548c3899b98"},"tree":{"items":[{"name":".github","path":".github","contentType":"directory"},{"name":".vscode","path":".vscode","contentType":"directory"},{"name":"dev","path":"dev","contentType":"directory"},{"name":"docs","path":"docs","contentType":"directory"},{"name":"pyfunds","path":"pyfunds","contentType":"directory"},{"name":"pyfutures","path":"pyfutures","contentType":"directory"},{"name":"pytrader","path":"pytrader","contentType":"directory"},{"name":"qbot","path":"qbot","contentType":"directory"},{"name":"scripts","path":"scripts","contentType":"directory"},{"name":"tests","path":"tests","contentType":"directory"},{"name":"utils","path":"utils","contentType":"directory"},{"name":"web","path":"web","contentType":"directory"},{"name":".clang-format","path":".clang-format","contentType":"file"},{"name":".clang-tidy","path":".clang-tidy","contentType":"file"},{"name":".editorconfig","path":".editorconfig","contentType":"file"},{"name":".flake8","path":".flake8","contentType":"file"},{"name":".gitattributes","path":".gitattributes","contentType":"file"},{"name":".gitconfig","path":".gitconfig","contentType":"file"},{"name":".gitignore","path":".gitignore","contentType":"file"},{"name":".style.cfg","path":".style.cfg","contentType":"file"},{"name":"COMMUNITY.md","path":"COMMUNITY.md","contentType":"file"},{"name":"CONTRIBUTING.md","path":"CONTRIBUTING.md","contentType":"file"},{"name":"DEVELOPMENT.md","path":"DEVELOPMENT.md","contentType":"file"},{"name":"LICENSE","path":"LICENSE","contentType":"file"},{"name":"PRICE.md","path":"PRICE.md","contentType":"file"},{"name":"README.md","path":"README.md","contentType":"file"},{"name":"WORKSPACE","path":"WORKSPACE","contentType":"file"},{"name":"env_setup.sh","path":"env_setup.sh","contentType":"file"},{"name":"main.py","path":"main.py","contentType":"file"},{"name":"monitoring.py","path":"monitoring.py","contentType":"file"},{"name":"qbot_main.py","path":"qbot_main.py","contentType":"file"},{"name":"quick_start.md","path":"quick_start.md","contentType":"file"},{"name":"requirements.txt","path":"requirements.txt","contentType":"file"}],"templateDirectorySuggestionUrl":null,"readme":null,"totalCount":33,"showBranchInfobar":false},"fileTree":null,"fileTreeProcessingTime":null,"foldersToFetch":[],"treeExpanded":false,"symbolsExpanded":false,"isOverview":true,"overview":{"banners":{"shouldRecommendReadme":false,"isPersonalRepo":false,"showUseActionBanner":false,"actionSlug":null,"actionId":null,"showProtectBranchBanner":false,"publishBannersInfo":{"dismissActionNoticePath":"/settings/dismiss-notice/publish_action_from_repo","releasePath":"/UFund-Me/Qbot/releases/new?marketplace=true","showPublishActionBanner":false},"interactionLimitBanner":null,"showInvitationBanner":false,"inviterName":null,"actionsMigrationBannerInfo":{"releaseTags":[],"showImmutableActionsMigrationBanner":false,"initialMigrationStatus":null}},"codeButton":{"contactPath":"/contact","isEnterprise":false,"local":{"protocolInfo":{"httpAvailable":true,"sshAvailable":null,"httpUrl":"https://github.com/UFund-Me/Qbot.git","showCloneWarning":null,"sshUrl":null,"sshCertificatesRequired":null,"sshCertificatesAvailable":null,"ghCliUrl":"gh repo clone UFund-Me/Qbot","defaultProtocol":"http","newSshKeyUrl":"/settings/ssh/new","setProtocolPath":"/users/set_protocol"},"platformInfo":{"cloneUrl":"https://desktop.github.com","showVisualStudioCloneButton":false,"visualStudioCloneUrl":"https://windows.github.com","showXcodeCloneButton":false,"xcodeCloneUrl":"xcode://clone?repo=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot","zipballUrl":"/UFund-Me/Qbot/archive/refs/heads/main.zip"}},"newCodespacePath":"/codespaces/new?hide_repo_select=true\u0026repo=569509049"},"popovers":{"rename":null,"renamedParentRepo":null},"commitCount":"143","overviewFiles":[{"displayName":"README.md","repoName":"Qbot","refName":"main","path":"README.md","preferredFileType":"readme","tabName":"README","richText":"\u003carticle class=\"markdown-body entry-content container-lg\" itemprop=\"text\"\u003e\u003cdiv dir=\"auto\"\u003e\n \u003cdiv align=\"right\" dir=\"auto\"\u003e\n 👆 右上角点击 \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\" data-canonical-src=\"https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social\u0026amp;label=Star\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e 告诉我，你希望这个项目继续加速开发迭代 ❤️ \u0026amp; ☕️\n \u003c/div\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e 🤖 Qbot \u003c/h1\u003e\u003ca id=\"user-content---qbot-\" class=\"anchor\" aria-label=\"Permalink: 🤖 Qbot \" href=\"#--qbot-\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003c/div\u003e\n\u003cp align=\"left\" dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/d9707163266eb6af14730e918f99ff81771c4a3c98a76879c6f55758cc16e91e/68747470733a2f2f76696577732e77686174696c656172656e65642e746f6461792f76696577732f6769746875622f5546756e642d4d652f51626f742e737667\"\u003e\u003cimg alt=\"ViewCount\" valign=\"bottom\" src=\"https://camo.githubusercontent.com/d9707163266eb6af14730e918f99ff81771c4a3c98a76879c6f55758cc16e91e/68747470733a2f2f76696577732e77686174696c656172656e65642e746f6461792f76696577732f6769746875622f5546756e642d4d652f51626f742e737667\" data-canonical-src=\"https://views.whatilearened.today/views/github/UFund-Me/Qbot.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003ca href=\"https://github.com/MShawon/github-clone-count-badge\"\u003e\u003cimg alt=\"GitHub Clones\" valign=\"bottom\" src=\"https://camo.githubusercontent.com/c5f55d1d0ad9b641d9accb8e0b82c097a043bfcd9f3a767546d74863926ca6e1/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f64796e616d69632f6a736f6e3f636f6c6f723d73756363657373266c6162656c3d436c6f6e652671756572793d636f756e742675726c3d68747470733a2f2f676973742e67697468756275736572636f6e74656e742e636f6d2f4d536861776f6e2f63663839663332373464303631373062386134393733303339616136323230612f7261772f636c6f6e652e6a736f6e266c6f676f3d676974687562\" data-canonical-src=\"https://img.shields.io/badge/dynamic/json?color=success\u0026amp;label=Clone\u0026amp;query=count\u0026amp;url=https://gist.githubusercontent.com/MShawon/cf89f3274d06170b8a4973039aa6220a/raw/clone.json\u0026amp;logo=github\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/81a4f5ea0bc2397bdc84643417f8a759dd72ab3b10a71d60cc927cf863144584/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f646f776e6c6f6164732f5546756e642d4d652f51626f742f746f74616c\"\u003e\u003cimg alt=\"releases\" valign=\"bottom\" src=\"https://camo.githubusercontent.com/81a4f5ea0bc2397bdc84643417f8a759dd72ab3b10a71d60cc927cf863144584/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f646f776e6c6f6164732f5546756e642d4d652f51626f742f746f74616c\" data-canonical-src=\"https://img.shields.io/github/downloads/UFund-Me/Qbot/total\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003ccode\u003esince Sep 26\u003c/code\u003e\n\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://github.com/UFund-Me/Qbot/actions/workflows/codeql-analysis.yml\"\u003e\u003cimg src=\"https://github.com/UFund-Me/Qbot/actions/workflows/codeql-analysis.yml/badge.svg\" alt=\"CodeQL\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UFund-Me/Qbot/actions/workflows/auto-trade.yml\"\u003e\u003cimg src=\"https://github.com/UFund-Me/Qbot/actions/workflows/auto-trade.yml/badge.svg\" alt=\"AutoTrade\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UFund-Me/Qbot/actions/workflows/pylint.yml\"\u003e\u003cimg src=\"https://github.com/UFund-Me/Qbot/actions/workflows/pylint.yml/badge.svg\" alt=\"Pylint\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UFund-Me/Qbot/actions/workflows/coverage.yml\"\u003e\u003cimg src=\"https://github.com/UFund-Me/Qbot/actions/workflows/coverage.yml/badge.svg\" alt=\"Coverage\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/UFund-Me/Qbot\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/ef047bd36aadc1226af416812d0a93831f8865fabd0b625a8efac2a3f5c92bb0/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f507974686f6e2d253230332e387c253230332e392d3030303030302e7376673f6c6f676f3d507974686f6e26636f6c6f723d626c7565\" alt=\"Python version\" data-canonical-src=\"https://img.shields.io/badge/Python-%203.8|%203.9-000000.svg?logo=Python\u0026amp;color=blue\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://ufund-me.github.io/Qbot/#/\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/05a36e43ea5c9b49813f311c4a6b076ef9b8c508a6d085bb84216af2112ffde3/68747470733a2f2f72656164746865646f63732e6f72672f70726f6a656374732f70796f642f62616467652f3f76657273696f6e3d6c6174657374\" alt=\"Documentation status\" data-canonical-src=\"https://readthedocs.org/projects/pyod/badge/?version=latest\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/UFund-Me/Qbot\"\u003e\n \u003cthemed-picture data-catalyst-inline=\"true\"\u003e\u003cpicture\u003e\n \u003csource media=\"(prefers-color-scheme: dark)\" alt=\"Qbot\" srcset=\"https://user-images.githubusercontent.com/29084184/204598632-23c473db-92ee-4e9b-9b57-d6d95c861fdf.png\"\u003e\n \u003cimg alt=\"Qbot\" width=\"224\" src=\"https://user-images.githubusercontent.com/29084184/204598632-23c473db-92ee-4e9b-9b57-d6d95c861fdf.png\"\u003e\n \u003c/picture\u003e\u003c/themed-picture\u003e\n \u003c/a\u003e\n \u003cdiv dir=\"auto\"\u003e \u003c/div\u003e\n \u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003cb\u003eQbot website\u003c/b\u003e\n \u003csup\u003e\n \u003ca href=\"https://ufund-me.github.io/Qbot/#/\" rel=\"nofollow\"\u003e\n \u003ci\u003eHOT\u003c/i\u003e\n \u003c/a\u003e\n \u003c/sup\u003e\n \n \u003cb\u003eQbot platform\u003c/b\u003e\n \u003csup\u003e\n \u003ca href=\"https://ufund-me.github.io/Qbot/quantstats/docs/tearsheet.html\" rel=\"nofollow\"\u003e\n \u003ci\u003eTRY IT OUT\u003c/i\u003e\n \u003c/a\u003e\n \u003c/sup\u003e\n \u003c/div\u003e\n \u003cdiv dir=\"auto\"\u003e \u003c/div\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003cp dir=\"auto\"\u003eAI智能量化投研平台\u003c/p\u003e\n\u003c/div\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003eQbot\u003c/b\u003e is an AI-oriented automated quantitative investment platform, which aims to realize the potential, empower AI technologies in quantitative investment. Qbot supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cp id=\"user-content-demo\" dir=\"auto\"\u003e\n \n \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/29084184/223608757-5808e23c-86e4-4b1b-8b03-e04c8f368f5c.gif\"\u003e\u003cimg width=\"\" alt=\"demo\" src=\"https://user-images.githubusercontent.com/29084184/223608757-5808e23c-86e4-4b1b-8b03-e04c8f368f5c.gif\" data-animated-image=\"\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"🤖 Qbot = 智能交易策略 + 回测系统 + 自动化量化交易 (+ 可视化分析工具)\n | | | |\n | | | \\_ quantstats (dashboard\\online operation)\n | | \\______________ Qbot - vnpy, pytrader, pyfunds\n | \\____________________________ BackTest - backtrader, easyquant\n \\________________________________________ quant.ai - qlib, deep learning strategies\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003e🤖 Qbot = 智能交易策略 + 回测系统 + 自动化量化交易 (+ 可视化分析工具)\n | | | |\n | | | \\_ quantstats (dashboard\\online operation)\n | | \\______________ Qbot - vnpy, pytrader, pyfunds\n | \\____________________________ BackTest - backtrader, easyquant\n \\________________________________________ quant.ai - qlib, deep learning strategies\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cbr\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n\u003cp dir=\"auto\"\u003e🎺 \u003cb\u003e号外\u003c/b\u003e：Qbot微信小程序开发招募 \u003ca href=\"https://github.com/UFund-Me/UFund-miniprogram\"\u003eUFund-miniprogram\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003e不建议 fork 项目，本项目会持续更新，只 fork 看不到更新，建议 Star ⭐️ ~\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ci\u003e喜欢这个项目吗？请考虑\u003ca href=\"#sponsors--support\"\u003e ❤️赞助\u003c/a\u003e 本项目，以帮助改进！\u003c/i\u003e\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eQuick Start\u003c/h2\u003e\u003ca id=\"user-content-quick-start\" class=\"anchor\" aria-label=\"Permalink: Quick Start\" href=\"#quick-start\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eQbot是一个免费的量化投研平台，提供从数据获取、交易策略开发、策略回测、模拟交易到最终实盘交易的全闭环流程。在实盘接入前，有股票、基金评测和策略回测，在模拟环境下做交易验证，近乎实盘的时延、滑点仿真。故，本平台提供GUI前端/客户端（部分功能也支持网页），后端做数据处理、交易调度，实现事件驱动的交易流程。对于策略研究部分，尤其强调机器学习、强化学习的AI策略，结合多因子模型提高收益比。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e但本项目可能需要一点点python基础知识，有一点点交易经验，会更容易体会作者的初衷，解决当下产品空缺和广大散户朋友的交易痛点，现在直接免费开源出来！\n但本项目可能需要一点点python基础知识，有一点点交易经验，会更容易体会作者的初衷，解决当下产品空缺和广大散户朋友的交易痛点，现在直接免费开源出来！\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003eQbot 目前仅在 python3.8 pyhont3.9 下测试过，其他版本未测试。\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u0026lt;\u0026lt;\u0026lt; 详细文档 \u003ca href=\"/UFund-Me/Qbot/blob/main/docs/Install_guide.md\"\u003edocs/Install_guide.md\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"cd ~ # $HOME as workspace\ngit clone https://github.com/UFund-Me/Qbot --depth 1\n\ncd Qbot\n\npip install -r dev/requirements.txt\n\nexport PYTHONPATH=${PYTHONPATH}:$(pwd):$(pwd)/backend/multi-fact/mfm_learner\npython main.py #if run on Mac, please use 'pythonw main.py'\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e \u003cspan class=\"pl-k\"\u003e~\u003c/span\u003e \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003e $HOME as workspace\u003c/span\u003e\ngit clone https://github.com/UFund-Me/Qbot --depth 1\n\n\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e Qbot\n\npip install -r dev/requirements.txt\n\n\u003cspan class=\"pl-k\"\u003eexport\u003c/span\u003e PYTHONPATH=\u003cspan class=\"pl-smi\"\u003e${PYTHONPATH}\u003c/span\u003e:\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003epwd\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e:\u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e$(\u003c/span\u003epwd\u003cspan class=\"pl-pds\"\u003e)\u003c/span\u003e\u003c/span\u003e/backend/multi-fact/mfm_learner\npython main.py \u003cspan class=\"pl-c\"\u003e\u003cspan class=\"pl-c\"\u003e#\u003c/span\u003eif run on Mac, please use 'pythonw main.py'\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHighlights\u003c/h2\u003e\u003ca id=\"user-content-highlights\" class=\"anchor\" aria-label=\"Permalink: Highlights\" href=\"#highlights\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"3\" rowspan=\"1\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e1. 模块化分层设计：数据层、策略层、交易引擎抽象设计\u003c/h2\u003e\u003ca id=\"user-content-1-模块化分层设计数据层策略层交易引擎抽象设计\" class=\"anchor\" aria-label=\"Permalink: 1. 模块化分层设计：数据层、策略层、交易引擎抽象设计\" href=\"#1-模块化分层设计数据层策略层交易引擎抽象设计\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n \u003cp dir=\"auto\"\u003e- 数据、策略中间表达，方便多种数据接口、交易接口接入，用户自定义策略和因子挖掘\u003cbr\u003e - 支持多种交易对象：股票、基金、期货、虚拟货币\u003c/p\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/backtest_sample.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/backtest_sample.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/factor-express.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/factor-express.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/fund_strategy.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/fund_strategy.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/indicator_analyse.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/indicator_analyse.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/juejin_trade.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/juejin_trade.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/relationship_analyse.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/relationship_analyse.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"3\" rowspan=\"1\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e2. 人工智能交易策略、自动化因子挖掘\u003c/h2\u003e\u003ca id=\"user-content-2-人工智能交易策略自动化因子挖掘\" class=\"anchor\" aria-label=\"Permalink: 2. 人工智能交易策略、自动化因子挖掘\" href=\"#2-人工智能交易策略自动化因子挖掘\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n \u003cp dir=\"auto\"\u003e机器学习、强化学习、深度学习策略开发，因子挖掘自动化workflow\u003c/p\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/model_zoo.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/model_zoo.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/multi-factors.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/multi-factors.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/indicator_list.png\"\u003e\u003cimg width=\"330\" src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/indicator_list.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"3\" rowspan=\"1\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易\u003c/h2\u003e\u003ca id=\"user-content-3-多种交易方式在线回测--模拟交易--实盘自动化交易\" class=\"anchor\" aria-label=\"Permalink: 3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易\" href=\"#3-多种交易方式在线回测--模拟交易--实盘自动化交易\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n \u003cp dir=\"auto\"\u003e以策略研究为目标，提供多种交易方式验证策略和提高收益。\u003c/p\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/239670960-222de589-a61f-4c45-bc5f-49de3fc2a72e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.AvdqpCFVXZiaMeOUzDM3UZ9R5GU9SITPbxTo8s2Emls\"\u003e\u003cimg width=\"330\" src=\"https://private-user-images.githubusercontent.com/29084184/239670960-222de589-a61f-4c45-bc5f-49de3fc2a72e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.AvdqpCFVXZiaMeOUzDM3UZ9R5GU9SITPbxTo8s2Emls\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/29084184/221901048-bb1615fe-674f-40e8-b1e7-ba5db30a82a6.png\"\u003e\u003cimg width=\"330\" src=\"https://user-images.githubusercontent.com/29084184/221901048-bb1615fe-674f-40e8-b1e7-ba5db30a82a6.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/239671206-e96206ff-586a-4c6a-8f7a-cd578c8bdc43.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1P5FEJz80PbDhCo0YDv7os8iTyF_Yf-fE_-x_x-xq7g\"\u003e\u003cimg width=\"330\" src=\"https://private-user-images.githubusercontent.com/29084184/239671206-e96206ff-586a-4c6a-8f7a-cd578c8bdc43.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1P5FEJz80PbDhCo0YDv7os8iTyF_Yf-fE_-x_x-xq7g\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"3\" rowspan=\"1\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信\u003c/h2\u003e\u003ca id=\"user-content-4-多种提示方式邮件--飞书--弹窗--微信\" class=\"anchor\" aria-label=\"Permalink: 4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信\" href=\"#4-多种提示方式邮件--飞书--弹窗--微信\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n \u003cp dir=\"auto\"\u003e这是qbot的消息提示模块，多种方式提示交易信息：交易买卖信息、每日交易收益结果、股票每日推荐等。\u003c/p\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/239666768-aafff916-1945-4ae7-b836-60254ecacf76.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.O3k1Tsrg5OQRRm-RuQ25uHBpittS2TQLlRR4VAsZL4Y\"\u003e\u003cimg width=\"330\" src=\"https://private-user-images.githubusercontent.com/29084184/239666768-aafff916-1945-4ae7-b836-60254ecacf76.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.O3k1Tsrg5OQRRm-RuQ25uHBpittS2TQLlRR4VAsZL4Y\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/239666736-a5cfadb5-8233-4307-ab79-6e0c0aca536d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.M6uRTLESx60ws1XuaszEy7EWEFl9FOtw2IuuHI_eQ24\"\u003e\u003cimg width=\"220\" src=\"https://private-user-images.githubusercontent.com/29084184/239666736-a5cfadb5-8233-4307-ab79-6e0c0aca536d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.M6uRTLESx60ws1XuaszEy7EWEFl9FOtw2IuuHI_eQ24\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/239666786-beb5877b-e45e-45a8-afdb-1926ea2ea8a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.cIk4__sb7DWv6eJ2BwyP-aMDNT2ldU-mR8xDSoU_CnE\"\u003e\u003cimg width=\"330\" height=\"150%\" src=\"https://private-user-images.githubusercontent.com/29084184/239666786-beb5877b-e45e-45a8-afdb-1926ea2ea8a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.cIk4__sb7DWv6eJ2BwyP-aMDNT2ldU-mR8xDSoU_CnE\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eStrategy pool\u003c/h2\u003e\u003ca id=\"user-content-strategy-pool\" class=\"anchor\" aria-label=\"Permalink: Strategy pool\" href=\"#strategy-pool\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e通过Qbot 可以积木式完成策略编写、多因子挖掘，实现数据开发、因子开发、组合优化、交易执行的\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/01-%E6%96%B0%E6%89%8B%E6%8C%87%E5%BC%95/%E9%87%8F%E5%8C%96%E7%AD%96%E7%95%A5%E7%9A%84%E5%88%86%E7%B1%BB%E5%92%8C%E5%8E%9F%E7%90%86.md#1%E9%87%8F%E5%8C%96%E9%80%89%E8%82%A1%E7%AD%96%E7%95%A5\"\u003e量化交易全流程\u003c/a\u003e。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003e如果说策略是量化的核心 ，那么因子就是策略的核心。\u003c/b\u003e通过Qbot量化投研平台研究员可实现自动化因子挖掘，提取出具备预测能力的单因子，利用历史数据进行回测，如果回测结果显示该因子的预测能力达标，就提交到因子库。然后，对因子库里的因子进行有机组合，以形成预测模型，预测模型是整个量化策略的目标。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e以下即为，数据指标单因子或组合因子和通过深度学习、机器学习、强化学习挖掘到的交易因子，然后通过组合优化算法实现趋势交易、风险策略、alpha策略、动量轮动等等交易策略。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e策略库源代码路径：\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy\"\u003eqbot/strategy\u003c/a\u003e\u003c/p\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003cb\u003e经典策略\u003c/b\u003e\n\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable align=\"center\"\u003e\n \u003ctbody\u003e\n \u003ctr align=\"center\" valign=\"bottom\"\u003e\n \u003ctd\u003e\n \u003cb\u003e交易对象\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e选股\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e择时\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e风险控制 (组合、仓位管理)\u003c/b\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr valign=\"top\"\u003e\n \u003ctd\u003e\n \u003cb\u003e股票/期货/虚拟货币\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/布林线均值回归.md\"\u003e布林线均值回归 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market\"\u003e移动均线+KDJ\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/bigger_than_ema_bt.py\"\u003e简单移动均线\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/arbr_strategy.py\"\u003e情绪指标ARBR\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/aroon_strategy.py\"\u003e阿隆指标(趋势交易)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/lgb_strategy.py\"\u003eLightGBM 预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/svm_strategy.py\"\u003eSVM 预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/lstm_strategy_bt.py\"\u003eLSTM时序预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/rl_strategy_bt.py\"\u003e强化学习预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/q-learning.py\"\u003eQ-Leaning预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/11_RandomForest\"\u003e随机森林预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_departure_strategy.py\"\u003eRSI背离策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/ssa_strategy_bt.py\"\u003e麻雀优化算法SSA\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/stoch_rsi_strategy.py\"\u003e随机相对强弱指数 StochRSI\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/小市值.md\"\u003e小市值 ('2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/undervalued_stock_picking_strategy.py\"\u003e市场低估值策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/量化策略-RSRS择时.md\"\u003eRSRS择时\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/量化三-配对交易.md\"\u003e配对交易\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003cb\u003e传统指标（对应下方Qbot支持的指标 \u003ca href=\"#交易指标因子\"\u003e这里\u003c/a\u003e）\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/布林线均值回归.md\"\u003e布林线均值回归 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market\"\u003e移动均线+KDJ\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/bigger_than_ema_bt.py\"\u003e简单移动均线\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/klines_bt.py\"\u003e双均线策略 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/arbr_strategy.py\"\u003e情绪指标ARBR\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/aroon_strategy.py\"\u003e阿隆指标(趋势交易)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/lgb_strategy.py\"\u003eLightGBM 预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/svm_strategy.py\"\u003eSVM 预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/lstm_strategy_bt.py\"\u003eLSTM时序预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/rl_strategy_bt.py\"\u003e强化学习预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/q-learning.py\"\u003eQ-Leaning预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/11_RandomForest\"\u003e随机森林预测\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_departure_strategy.py\"\u003eRSI背离策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/ssa_strategy_bt.py\"\u003e麻雀优化算法SSA\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/stoch_rsi_strategy.py\"\u003e随机相对强弱指数 StochRSI\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003cli\u003e\u003cb\u003e因子组合\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_cci_strategy.py\"\u003eRSI和CCI组合\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/adx_strategy.py\"\u003eMACD和ADX指标\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market\"\u003eMACD和KDJ指标\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/multi_strategy_bt.py\"\u003e多因子交易\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/13.alphalens_factor_backtest\"\u003ealphalens多因子交易\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/08.harami_in_A_market\"\u003e多策略整合\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/notebook/Kurtosis Portfolio.ipynb\"\u003e组合策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md\"\u003e指数增强 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003cli\u003e\u003cb\u003e经典策略\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/多因子选股.md\"\u003e多因子选股 ('2023)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md\"\u003e指数增强 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/Alpha对冲.md\"\u003eAlpha对冲 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/03-期货/网络交易.md\"\u003e网格交易\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/03-期货/双均线策略.md\"\u003e双均线策略 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-智能策略/拐点交易.md\"\u003e拐点交易 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-智能策略\"\u003e趋势交易\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-智能策略\"\u003e海龟策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-智能策略\"\u003e动态平衡策略\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/notebook/Kurtosis Portfolio.ipynb\"\u003eKurtosis Portfolio组合策略 ('2023)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md\"\u003e指数增强 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/Alpha对冲.md\"\u003eAlpha对冲 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-智能策略\"\u003e动态平衡策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/multi_factor_strategy.py\"\u003e多因子自动组合策略\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\u003ctr valign=\"top\"\u003e\n \u003ctd\u003e\n \u003cb\u003e基金\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金/4433法则.md\"\u003e4433法则 ('2022)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金\"\u003e对冲策略：指数型+债券型对冲\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金\"\u003e组合策略：多因子组合配置\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金\"\u003e组合策略：惠赢智能算法1\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金\"\u003e组合策略：择时多策略\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金\"\u003e组合策略：智赢多因子1\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e同上\u003c/b\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003cb\u003e智能策略\u003c/b\u003e\n\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable align=\"center\"\u003e\n \u003ctbody\u003e\n \u003ctr align=\"center\" valign=\"middle\"\u003e\n \u003ctd\u003e\n \u003cb\u003eGBDT\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003eRNN\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003eReinforcement Learning\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e🔥 Transformer\u003c/b\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cb\u003e🔥 LLM\u003c/b\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr valign=\"top\"\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003cb\u003eGBDT\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/XGBoost\"\u003eXGBoost (KDD'2016)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/LightGBM\"\u003eLightGBM (NIPS'2017)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/CatBoost\"\u003eCatboost (NIPS'2018)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003cli\u003e\u003cb\u003eBOOST\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/DoubleEnsemble\"\u003eDoubleEnsemble (ICDM'2020)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TabNet\"\u003eTabNet (ECCV'2022)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003cli\u003e\u003cb\u003eLR\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Linear\"\u003e Line Regression ('2020)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003cb\u003eCNN\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/MLP\"\u003eMLP (CVPRW'2020)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/GRU\"\u003eGRU (ICCVW'2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks\"\u003eImVoxelNet (WACV'2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TabNet\"\u003eTabNet (AAAI'2019)\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003cli\u003e\u003cb\u003eRNN\u003c/b\u003e\u003c/li\u003e\n \u003cul dir=\"auto\"\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/LSTM\"\u003eLSTM (Neural Computation'2017)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ALSTM\"\u003eALSTM (IJCAI'2022)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ADARNN\"\u003eADARNN (KDD'2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ADD\"\u003eADD (CoRL'2020)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/KRNN\"\u003eKRNN ()\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Sandwich\"\u003eSandwich ()\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TFT\"\u003eTFT (IJoF'2019)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/GATs\"\u003eGATs (NIPS'2017)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/SFM\"\u003eSFM (KDD'2017)\u003c/a\u003e\u003c/li\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Transformer\"\u003eTransformer (NeurIPS'2017)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TCTS\"\u003eTCTS (ICML'2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TRA\"\u003eTRA (KDD'2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TCN\"\u003eTCN (KDD'2018)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/IGMTF\"\u003eIGMTF (KDD'2021)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/HIST\"\u003eHIST (KDD'2018)\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Localformer\"\u003eLocalformer ('2021)\u003c/a\u003e\u003c/li\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003cli\u003e\u003ca href=\"https://chat-gpt-next-web-five-puce-64.vercel.app/\" rel=\"nofollow\"\u003eChatGPT\u003c/a\u003e\u003c/li\u003e\n \u003cli\u003e\u003ca href=\"https://github.com/UFund-Me/FinGPT\"\u003eFinGPT\u003c/a\u003e\u003c/li\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n\n \n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eBenchmark and Model zoo\u003c/h3\u003e\u003ca id=\"user-content-benchmark-and-model-zoo\" class=\"anchor\" aria-label=\"Permalink: Benchmark and Model zoo\" href=\"#benchmark-and-model-zoo\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eResults and models are available in the \u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-%E6%99%BA%E8%83%BD%E7%AD%96%E7%95%A5/model_zoo.md\"\u003emodel zoo\u003c/a\u003e. AI strategies is shown at \u003ca href=\"/UFund-Me/Qbot/blob/main/pytrader/strategies\"\u003ehere\u003c/a\u003e, local run \u003ccode\u003epython backend/pytrader/strategies/workflow_by_code.py\u003c/code\u003e, also provide \u003ca href=\"https://mybinder.org/v2/gh/UFund-Me/Qbot/blob/main/backend/pytrader/strategies/workflow_by_code.ipynb/HEAD\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/7861126a7eb56440456a50288331e87b9604edbaa125354195637561fd400014/68747470733a2f2f6d7962696e6465722e6f72672f62616467655f6c6f676f2e737667\" alt=\"Binder\" data-canonical-src=\"https://mybinder.org/badge_logo.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdetails\u003e\u003csummary\u003e\u003cem\u003e\u003cb\u003e👉 点击展开查看具体AI模型benchmark结果\u003c/b\u003e\u003c/em\u003e\u003c/summary\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth align=\"center\"\u003e\u003c/th\u003e\n\u003cth align=\"center\"\u003estatus\u003c/th\u003e\n\u003cth align=\"center\"\u003ebenchmark\u003c/th\u003e\n\u003cth align=\"center\"\u003eframework\u003c/th\u003e\n\u003cth align=\"center\"\u003eDGCNN\u003c/th\u003e\n\u003cth align=\"center\"\u003eRegNetX\u003c/th\u003e\n\u003cth align=\"center\"\u003eaddition\u003c/th\u003e\n\u003cth align=\"center\"\u003earXiv\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eGBDT\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eXGBoost\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eTianqi Chen, et al. KDD 2016\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eGBDT\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eLightGBM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003eGuolin Ke, et al. NIPS 2017\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eGBDT\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eCatboost\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003eLiudmila Prokhorenkova, et al. NIPS 2018\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eMLP\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e--\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eLSTM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eSepp Hochreiter, et al. Neural computation 1997\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eLightGBM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e--\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eGRU\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eKyunghyun Cho, et al. 2014\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eALSTM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eYao Qin, et al. IJCAI 2017\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eGATs\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003ePetar Velickovic, et al. 2017\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eSFM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eLiheng Zhang, et al. KDD 2017\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTFT\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003etensorflow\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eBryan Lim, et al. International Journal of Forecasting 2019\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTabNet\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eSercan O. Arik, et al. AAAI 2019\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eDoubleEnsemble\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003eLightGBM\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eChuheng Zhang, et al. ICDM 2020\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTCTS\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eXueqing Wu, et al. ICML 2021\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTransformer\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eAshish Vaswani, et al. NeurIPS 2017\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eLocalformer\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eJuyong Jiang, et al.\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTRA\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eHengxu, Dong, et al. KDD 2021\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eTCN\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eShaojie Bai, et al. 2018\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eADARNN\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eYunTao Du, et al. 2021\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eADD\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eHongshun Tang, et al.2020\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eIGMTF\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eWentao Xu, et al.2021\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003eHIST\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✓\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003epytorch\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003ctd align=\"center\"\u003eWentao Xu, et al.2021\u003c/td\u003e\n\u003ctd align=\"center\"\u003e✗\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cp dir=\"auto\"\u003e\u003csup\u003e\u003cstrong\u003eNote:\u003c/strong\u003e All the about \u003cstrong\u003e300+ models, methods of 40+ papers\u003c/strong\u003e in quant.ai supported by \u003ca href=\"/UFund-Me/Qbot/blob/main/docs/03-%E6%99%BA%E8%83%BD%E7%AD%96%E7%95%A5/model_zoo.md\"\u003eModel Zoo\u003c/a\u003e can be trained or used in this codebase.\u003c/sup\u003e\u003c/p\u003e\n\u003c/details\u003e\n\u003cbr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e交易指标/因子\u003c/h3\u003e\u003ca id=\"user-content-交易指标因子\" class=\"anchor\" aria-label=\"Permalink: 交易指标/因子\" href=\"#交易指标因子\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e包含但不限于alpha-101、alpha-191，以及基于deap实现的因子自动生成算法。\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"EMA(简单移动均线)\nMACD(指数平滑异同平均线)\nKDJ(随机指标)\nRSRS(阻力支撑相对强度)\nRSI(相对强弱指标)\nStochRSI(随机相对强弱指数)\nBIAS(乖离率)\nBOLL(布林线指标)\nOBV(能量潮)\nSAR(抛物转向)\nVOL(成交量)\nPSY(心理线)\nARBR(人气和意愿指标)\nCR(带状能力线)\nBBI(多空指标)\nEMV(简易波动指标)\nTRIX(三重指数平滑移动平均指标)\nDMA(平均线差)\nDMI(趋向指标)\nCCI(顺势指标)\nROC(变动速率指标, 威廉指标)\nENE(轨道线) # 轨道线（ENE）由上轨线(UPPER)和下轨线(LOWER)及中轨线(ENE)组成，\n # 轨道线的优势在于其不仅具有趋势轨道的研判分析作用，也可以敏锐的觉察股价运行过程中方向的改变\nSKDJ(慢速随机指标)\nLWR(慢速威廉指标) # 趋势判断指标\n市盈率\n市净率\n主力意愿(收费)\n买卖差(收费)\n散户线(收费)\n分时博弈(收费)\n买卖力道(收费)\n行情趋势(收费)\nMTM(动量轮动指标)(收费)\nMACD智能参数(收费)\nKDJ智能参数(收费)\nRSI智能参数(收费)\nWR智能参数(收费)\nQbot智能预测(收费)\nQbot买卖强弱指标(收费)\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003eEMA(简单移动均线)\nMACD(指数平滑异同平均线)\nKDJ(随机指标)\nRSRS(阻力支撑相对强度)\nRSI(相对强弱指标)\nStochRSI(随机相对强弱指数)\nBIAS(乖离率)\nBOLL(布林线指标)\nOBV(能量潮)\nSAR(抛物转向)\nVOL(成交量)\nPSY(心理线)\nARBR(人气和意愿指标)\nCR(带状能力线)\nBBI(多空指标)\nEMV(简易波动指标)\nTRIX(三重指数平滑移动平均指标)\nDMA(平均线差)\nDMI(趋向指标)\nCCI(顺势指标)\nROC(变动速率指标, 威廉指标)\nENE(轨道线) # 轨道线（ENE）由上轨线(UPPER)和下轨线(LOWER)及中轨线(ENE)组成，\n # 轨道线的优势在于其不仅具有趋势轨道的研判分析作用，也可以敏锐的觉察股价运行过程中方向的改变\nSKDJ(慢速随机指标)\nLWR(慢速威廉指标) # 趋势判断指标\n市盈率\n市净率\n主力意愿(收费)\n买卖差(收费)\n散户线(收费)\n分时博弈(收费)\n买卖力道(收费)\n行情趋势(收费)\nMTM(动量轮动指标)(收费)\nMACD智能参数(收费)\nKDJ智能参数(收费)\nRSI智能参数(收费)\nWR智能参数(收费)\nQbot智能预测(收费)\nQbot买卖强弱指标(收费)\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cbr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e支持的实盘交易接口\u003c/h2\u003e\u003ca id=\"user-content-支持的实盘交易接口\" class=\"anchor\" aria-label=\"Permalink: 支持的实盘交易接口\" href=\"#支持的实盘交易接口\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/statics/imgs/qbot_tradeplatform.png\"\u003e\u003cimg src=\"/UFund-Me/Qbot/raw/main/docs/statics/imgs/qbot_tradeplatform.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main/qbot/engine/trade/engine_apis/venv/README.md\"\u003e证券平台账号开通\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e低费率开户：股票万0.854免五, ETF万0.4, 可转债万0.4 没有资金门槛。关注公众号可开户\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e另外提供开通券商量化交易接口，支持python编写实盘交易\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e支持股票券商\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e海通客户端(海通网上交易系统独立委托)\u003c/li\u003e\n\u003cli\u003e华泰客户端(网上交易系统（专业版Ⅱ）)\u003c/li\u003e\n\u003cli\u003e国金客户端(全能行证券交易终端PC版)\u003c/li\u003e\n\u003cli\u003e其他券商通用同花顺客户端(需要手动登陆)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003cb\u003e开通方式\u003cb\u003e：微信Yida_Zhang2 (注明：开户)\u003c/b\u003e\u003c/b\u003e\u003c/h2\u003e\u003ca id=\"user-content-开通方式微信yida_zhang2-注明开户\" class=\"anchor\" aria-label=\"Permalink: 开通方式：微信Yida_Zhang2 (注明：开户)\" href=\"#开通方式微信yida_zhang2-注明开户\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\u003cb\u003e\u003cb\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e实盘交易接口\u003c/h3\u003e\u003ca id=\"user-content-实盘交易接口\" class=\"anchor\" aria-label=\"Permalink: 实盘交易接口\" href=\"#实盘交易接口\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e欢迎更多交易所、柜台开放交易api\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e期货\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eCTP\u003c/li\u003e\n\u003cli\u003eCTPMini\u003c/li\u003e\n\u003cli\u003e飞马Femas\u003c/li\u003e\n\u003cli\u003e艾克朗科（仅组播行情）\u003c/li\u003e\n\u003cli\u003e易达\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e期权\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003eCTPOpt\u003c/li\u003e\n\u003cli\u003e金证期权maOpt\u003c/li\u003e\n\u003cli\u003eQWIN二开\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e股票\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e中泰XTP\u003c/li\u003e\n\u003cli\u003e中泰XTPXAlgo\u003c/li\u003e\n\u003cli\u003e华鑫奇点\u003c/li\u003e\n\u003cli\u003e华锐ATP\u003c/li\u003e\n\u003cli\u003e宽睿OES\u003c/li\u003e\n\u003cli\u003e同花顺\u003c/li\u003e\n\u003cli\u003e东方财富\u003c/li\u003e\n\u003cli\u003e华泰证券\u003c/li\u003e\n\u003cli\u003e国泰君安\u003c/li\u003e\n\u003cli\u003e中汇亿达\u003c/li\u003e\n\u003cli\u003e恒生UFT\u003c/li\u003e\n\u003cli\u003e掘金\u003c/li\u003e\n\u003cli\u003e顶点飞创\u003c/li\u003e\n\u003cli\u003e华鑫奇点\u003c/li\u003e\n\u003cli\u003e通达信\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e虚拟货币/数字货币\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e欧易OKEX\u003c/li\u003e\n\u003cli\u003e币安Bianace\u003c/li\u003e\n\u003cli\u003e火币Huobi\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e仿真交易接口/平台\u003c/h3\u003e\u003ca id=\"user-content-仿真交易接口平台\" class=\"anchor\" aria-label=\"Permalink: 仿真交易接口/平台\" href=\"#仿真交易接口平台\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003eAPI\u003c/th\u003e\n\u003cth\u003e交易类型\u003c/th\u003e\n\u003cth\u003e操作系统\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003eqbot_pro\u003c/td\u003e\n\u003ctd\u003e股票、期货、基金、虚拟货币\u003c/td\u003e\n\u003ctd\u003eWin、Linux、Mac\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003ca href=\"https://sim.myquant.cn/sim/help/#%E4%B8%8B%E8%BD%BD%E4%BA%A4%E6%98%93sdk\" rel=\"nofollow\"\u003e掘金仿真\u003c/a\u003e\u003c/td\u003e\n\u003ctd\u003e股票、基金、期货\u003c/td\u003e\n\u003ctd\u003eWin、Linux、Mac\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e极星量化\u003c/td\u003e\n\u003ctd\u003e期货\u003c/td\u003e\n\u003ctd\u003eWin、Mac\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWonderTrader\u003c/td\u003e\n\u003ctd\u003e股票、期货\u003c/td\u003e\n\u003ctd\u003eWin、Linux\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eTradingView\u003c/td\u003e\n\u003ctd\u003e虚拟货币\u003c/td\u003e\n\u003ctd\u003eWin、Linux、Mac\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e欧易OKEX、币安 Binance 、火币huobi\u003c/td\u003e\n\u003ctd\u003e虚拟货币\u003c/td\u003e\n\u003ctd\u003eWin、Linux、Mac\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e加密货币交易所注册推荐码\u003c/h2\u003e\u003ca id=\"user-content-加密货币交易所注册推荐码\" class=\"anchor\" aria-label=\"Permalink: 加密货币交易所注册推荐码\" href=\"#加密货币交易所注册推荐码\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eOKEX 交易所注册推荐码, 手续费返佣 \u003cstrong\u003e20%\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://www.cnouyi.social/join/57246734\" rel=\"nofollow\"\u003ehttps://www.cnouyi.social/join/57246734\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e币安交易所注册推荐码, 手续费返佣 \u003cstrong\u003e10%\u003c/strong\u003e\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://accounts.binance.com/register?ref=130173909\" rel=\"nofollow\"\u003ehttps://accounts.binance.com/register?ref=130173909\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e火币交易所注册推荐码, 手续费返佣 \u003cstrong\u003e15%\u003c/strong\u003e (推荐)\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://www.htx.com/invite/zh-cn/1f?invite_code=wr938223\" rel=\"nofollow\"\u003ehttps://www.htx.com/invite/zh-cn/1f?invite_code=wr938223\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e为什么选择币安交易所\u003c/h3\u003e\u003ca id=\"user-content-为什么选择币安交易所\" class=\"anchor\" aria-label=\"Permalink: 为什么选择币安交易所\" href=\"#为什么选择币安交易所\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e交易的手续费看起来很少，但是随着交易次数逐步增多，手续费也是一笔不小的开支。\n所以我选择了币安，手续费低的大平台交易所\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e火币手续费 Maker 0.2% Taker 0.2%\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e币安手续费 Maker 0.1% Taker 0.1% （加上BNB家持手续费低至0.075%）\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cp dir=\"auto\"\u003e如果你还没有币安账号：\u003ca href=\"https://accounts.binance.com/en-NG/register?ref=130173909\" rel=\"nofollow\"\u003e注册页面\u003c/a\u003e（通过链接注册，享受交易返现优惠政策）\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e开源共创、社区共建\u003c/h2\u003e\u003ca id=\"user-content-开源共创社区共建\" class=\"anchor\" aria-label=\"Permalink: 开源共创、社区共建\" href=\"#开源共创社区共建\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e首先，感谢自今年5月份开源以来收到广大用户的关注！我们在基础版本中开放了很多传统量化策略、深度学习、强化学习等人工智能策略和多因子库，为此，我们发起《Qbot人工智能量化交易社区共建计划》。采取以下两种方式共建共赢：\u003c/p\u003e\n\u003col dir=\"auto\"\u003e\n\u003cli\u003e内容共建：\u003c/li\u003e\n\u003c/ol\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e在我们免费提供的\u003cb\u003e人工智能交易策略\u003c/b\u003e基础上，提高SOTA指标，然后以个人所有权提交Qbot量化交易社区，作为一种策略服务提供给更多人，获取收益；\u003c/li\u003e\n\u003cli\u003e在我们免费提供的\u003cb\u003e上千个交易因子\u003c/b\u003e基础上，应用交易因子完成策略回测、模拟交易，对交易结果好的可作为一种交易策略服务提供给更多人，获取收益；\u003c/li\u003e\n\u003c/ul\u003e\n\u003col start=\"2\" dir=\"auto\"\u003e\n\u003cli\u003e代码贡献：\u003c/li\u003e\n\u003c/ol\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e参与本代码仓库程序设计与实现，多提交PR合并后可免费加入知识星球；\u003c/li\u003e\n\u003cli\u003e贡献榜单前10名可获得一年免费使用权，前3名可获得qbot进阶版终身免费使用权；\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eQbot 版本说明\u003c/h2\u003e\u003ca id=\"user-content-qbot-版本说明\" class=\"anchor\" aria-label=\"Permalink: Qbot 版本说明\" href=\"#qbot-版本说明\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth\u003e版本介绍\u003c/th\u003e\n\u003cth\u003e说明\u003c/th\u003e\n\u003cth\u003e产品与服务\u003c/th\u003e\n\u003cth\u003e适合人群\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd\u003epublic（开源版）\u003c/td\u003e\n\u003ctd\u003e当前开源仓库\u003c/td\u003e\n\u003ctd\u003e- 开源代码可自行学习，提供整个框架的闭环搭建，实现数据的获取、策略开发、指标分析等功能\u003c/td\u003e\n\u003ctd\u003e对量化交易感兴趣的开发者、产品经理\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003epro(专业版)\u003c/td\u003e\n\u003ctd\u003e专业付费版（年费，更新代码）\u003c/td\u003e\n\u003ctd\u003e\u003cbr\u003e- 量化交易智库（研报复现、前沿策略探索、投研资讯））\u003cbr\u003e- qbot_pro 包含基础版本的所有功能，并且实现AI选股、数据获取清洗、策略开发、策略回测、模拟交易、实盘自动化交易全流程闭环\u003cbr\u003e- 封装好的接口示例、系统源码开发示例\u003cbr\u003e- 易于开发的策略模板和因子表达式\u003cbr\u003e- 分层架构设计，数据、策略(回测、实盘交易)中间表达。\u003cbr\u003e- 社群答疑服务\u003cbr\u003e- 遵循《署名-非商业性使用-相同方式共享》开放协议的其他非商业用途的二次开发\u003cbr\u003e\u003c/td\u003e\n\u003ctd\u003e\u003cbr\u003e- 个人量化交易员、证券交易从业者\u003cbr\u003e- 希望快速学习量化并在股票、基金、虚拟货币实现量化交易的\u003cbr\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003evip \u003c/td\u003e\n\u003ctd\u003e1对1的会员专项服务（年费，每年更新代码）\u003c/td\u003e\n\u003ctd\u003e\u003cbr\u003e\u003cbr\u003e- 最新的量化交易系统，包含基础版本和专业版的所有软件功能 \u003cbr\u003e- 提供封装好的基金、股票、期货、及现货和合约量化接口 （支持Binance现货、合约） \u003cbr\u003e- 多个智能量化策略示例 \u003cbr\u003e- 远程技术支持和服务 \u003cbr\u003e\u003c/td\u003e\n\u003ctd\u003e\u003cbr\u003e- 量化交易员\u003cbr\u003e- 希望快速学习量化并在相关市场实现量化交易的\u003cbr\u003e- 定制相关市场接口\u003cbr\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-alert markdown-alert-tip\" dir=\"auto\"\u003e\u003cp class=\"markdown-alert-title\" dir=\"auto\"\u003e\u003csvg class=\"octicon octicon-light-bulb mr-2\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"M8 1.5c-2.363 0-4 1.69-4 3.75 0 .984.424 1.625.984 2.304l.214.253c.223.264.47.556.673.848.284.411.537.896.621 1.49a.75.75 0 0 1-1.484.211c-.04-.282-.163-.547-.37-.847a8.456 8.456 0 0 0-.542-.68c-.084-.1-.173-.205-.268-.32C3.201 7.75 2.5 6.766 2.5 5.25 2.5 2.31 4.863 0 8 0s5.5 2.31 5.5 5.25c0 1.516-.701 2.5-1.328 3.259-.095.115-.184.22-.268.319-.207.245-.383.453-.541.681-.208.3-.33.565-.37.847a.751.751 0 0 1-1.485-.212c.084-.593.337-1.078.621-1.489.203-.292.45-.584.673-.848.075-.088.147-.173.213-.253.561-.679.985-1.32.985-2.304 0-2.06-1.637-3.75-4-3.75ZM5.75 12h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1 0-1.5ZM6 15.25a.75.75 0 0 1 .75-.75h2.5a.75.75 0 0 1 0 1.5h-2.5a.75.75 0 0 1-.75-.75Z\"\u003e\u003c/path\u003e\u003c/svg\u003eTip\u003c/p\u003e\u003cp dir=\"auto\"\u003e相关软件版本付费及更多信息、答疑解惑，添加微信 Yida_Zhang2\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e策略原理及源码分析\u003c/h2\u003e\u003ca id=\"user-content-策略原理及源码分析\" class=\"anchor\" aria-label=\"Permalink: 策略原理及源码分析\" href=\"#策略原理及源码分析\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e本项目编写了详细的策略原理说明和平台搭建到使用的详细文档，尤其适合量化小白。欢迎加群交流！\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://ufund-me.github.io/Qbot/#/\" rel=\"nofollow\"\u003e在线文档\u003c/a\u003e | \u003ca href=\"https://ufund-me.github.io/Qbot/#/04-%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98/FQA\" rel=\"nofollow\"\u003e❓ 常见问题\u003c/a\u003e | \u003ca href=\"/UFund-Me/Qbot/blob/main/backend/pytrader/strategies/notebook\"\u003eJupyter Notebook\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eQuantstats Report\u003c/h2\u003e\u003ca id=\"user-content-quantstats-report\" class=\"anchor\" aria-label=\"Permalink: Quantstats Report\" href=\"#quantstats-report\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/29084184/207054856-44d1815b-f92f-40a7-b82e-e4a6b3960f2f.png\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/29084184/207054856-44d1815b-f92f-40a7-b82e-e4a6b3960f2f.png\" alt=\"Quantstats Report\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eClick \u003ca href=\"/UFund-Me/Qbot/blob/main/backend/quantstats#visualize-stock-performance\"\u003eHERE\u003c/a\u003e to more detail.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSome strategy backtest results:\u003c/h3\u003e\u003ca id=\"user-content-some-strategy-backtest-results\" class=\"anchor\" aria-label=\"Permalink: Some strategy backtest results:\" href=\"#some-strategy-backtest-results\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e声明：别轻易用于实盘，市场有风险，投资需谨慎。\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"symbol：华正新材(603186)\nStarting Portfolio Value: 10000.00\nStartdate=datetime.datetime(2010, 1, 1),\nEnddate=datetime.datetime(2020, 4, 21),\n# 设置佣金为0.001, 除以100去掉%号\ncerebro.broker.setcommission(commission=0.001)\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003esymbol：华正新材(603186)\nStarting Portfolio Value: 10000.00\nStartdate=datetime.datetime(2010, 1, 1),\nEnddate=datetime.datetime(2020, 4, 21),\n# 设置佣金为0.001, 除以100去掉%号\ncerebro.broker.setcommission(commission=0.001)\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eA股回测MACD策略:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/02.easy_macd_strategy/Figure_macd.png\"\u003e\u003cimg src=\"/UFund-Me/Qbot/raw/main/docs/tutorials_code/02.easy_macd_strategy/Figure_macd.png\" alt=\"MACD\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/238810398-dfef65ba-0d32-4f5f-b413-d6ec02fc700e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.n4c8Hpatb-63QhVxxFi6G639fMMS2SkoqGXvy34dLSc\"\u003e\u003cimg src=\"https://private-user-images.githubusercontent.com/29084184/238810398-dfef65ba-0d32-4f5f-b413-d6ec02fc700e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.n4c8Hpatb-63QhVxxFi6G639fMMS2SkoqGXvy34dLSc\" alt=\"image\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e👉 点击\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/02.easy_macd_strategy/macd.py\"\u003e查看\u003c/a\u003e源码\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eA股回测KDJ策略:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj.png\"\u003e\u003cimg src=\"/UFund-Me/Qbot/raw/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj.png\" alt=\"KDJ\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/238809828-ef8e945b-59d6-4220-87e3-08ec1196cc2c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.pu2Ne2QTTYbCn0Bfz1HVih9H0fNKvvT-y3NJYUGT2BY\"\u003e\u003cimg src=\"https://private-user-images.githubusercontent.com/29084184/238809828-ef8e945b-59d6-4220-87e3-08ec1196cc2c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.pu2Ne2QTTYbCn0Bfz1HVih9H0fNKvvT-y3NJYUGT2BY\" alt=\"image\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e👉 点击\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/kdj.py\"\u003e查看\u003c/a\u003e源码\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eA股回测 KDJ+MACD 策略:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj_with_macd.png\"\u003e\u003cimg src=\"/UFund-Me/Qbot/raw/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj_with_macd.png\" alt=\"KDJ with MACD\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/238809879-67338ec5-a6b1-4aa7-9792-1a2c61f353da.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.8sl0mjdavfAa4aCmITh03nute-7xxIJgwttDcptbmQc\"\u003e\u003cimg src=\"https://private-user-images.githubusercontent.com/29084184/238809879-67338ec5-a6b1-4aa7-9792-1a2c61f353da.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.8sl0mjdavfAa4aCmITh03nute-7xxIJgwttDcptbmQc\" alt=\"image\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e👉 点击\u003ca href=\"/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/kdj_macd.py\"\u003e查看\u003c/a\u003e源码\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTODO\u003c/h2\u003e\u003ca id=\"user-content-todo\" class=\"anchor\" aria-label=\"Permalink: TODO\" href=\"#todo\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e👆 右上角点击 \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\" data-canonical-src=\"https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social\u0026amp;label=Star\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e 告诉我，你希望这个项目继续加速开发迭代\u003ca href=\"https://github.com/sponsors/Charmve\"\u003e ❤️ \u0026amp; ☕️\u003c/a\u003e\u003c/p\u003e\n\u003cul class=\"contains-task-list\"\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\" checked=\"\"\u003e 把策略回测整合在一个上位机中，包括：选基、选股策略、交易策略，模拟交易，实盘交易\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 很多策略需要做回测验证；\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 本项目由前后端支持，有上位机app支持，但目前框架还比较乱，需要做调整；\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 各种策略需要抽象设计，支持统一调用；\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 增强数据获取的实时性，每秒数据，降低延迟；\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 在线文档的完善，目前主要几个部分：新手使用指引、经典策略原理和源码、智能策略原理和源码、常见问题等；\u003c/li\u003e\n\u003cli class=\"task-list-item\"\u003e\u003cinput type=\"checkbox\" id=\"\" disabled=\"\" class=\"task-list-item-checkbox\"\u003e 新的feature开发，欢迎在\u003ca href=\"https://github.com/UFund-Me/Qbot/issues/\"\u003eissues\u003c/a\u003e交流；\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eNo-code operation\u003c/h3\u003e\u003ca id=\"user-content-no-code-operation\" class=\"anchor\" aria-label=\"Permalink: No-code operation\" href=\"#no-code-operation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://user-images.githubusercontent.com/29084184/221900050-2275a6e2-5c9b-4b81-84e5-0087e8fb58ec.png\"\u003e\u003cimg width=\"\" alt=\"dagster\" src=\"https://user-images.githubusercontent.com/29084184/221900050-2275a6e2-5c9b-4b81-84e5-0087e8fb58ec.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003cp dir=\"auto\"\u003e体验下来，dagster是很适合金融数据采集、处理，还有机器学习的场景。当然这里的场景更偏向于“批处理”，“定时任务”的处理与编排。\u003c/p\u003e\n\u003cdiv class=\"snippet-clipboard-content notranslate position-relative overflow-auto\" data-snippet-clipboard-copy-content=\"cd plugins/dagster\ndagster-daemon run \u0026amp;\ndagit -h 0.0.0.0 -p 3000\"\u003e\u003cpre class=\"notranslate\"\u003e\u003ccode\u003ecd plugins/dagster\ndagster-daemon run \u0026amp;\ndagit -h 0.0.0.0 -p 3000\n\u003c/code\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eContributing\u003c/h2\u003e\u003ca id=\"user-content-contributing\" class=\"anchor\" aria-label=\"Permalink: Contributing\" href=\"#contributing\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWe appreciate all contributions to improve Qbot. Please refer to \u003ca href=\"/UFund-Me/Qbot/blob/main/.github/CONTRIBUTING.md\"\u003eCONTRIBUTING.md\u003c/a\u003e for the contributing guideline.\u003c/p\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\u003ctr\u003e\n \u003ctd align=\"center\"\u003e\n \u003ca href=\"https://github.com/Charmve\"\u003e\n \u003cimg src=\"https://avatars.githubusercontent.com/u/29084184?v=4\" width=\"100px;\" height=\"100px;\" alt=\"\" style=\"max-width: 100%;\"\u003e\n \u003cdiv dir=\"auto\"\u003e\u003csub\u003e\u003cb\u003eCharmve\u003c/b\u003e\u003c/sub\u003e\u003c/div\u003e\n \u003c/a\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n\u003c/tbody\u003e\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🍮 Community\u003c/h2\u003e\u003ca id=\"user-content--community\" class=\"anchor\" aria-label=\"Permalink: 🍮 Community\" href=\"#-community\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eGithub \u003ca href=\"https://github.com/UFund-Me/Qbot/discussions\"\u003ediscussions 💬\u003c/a\u003e or \u003ca href=\"https://github.com/UFund-Me/Qbot/issues\"\u003eissues 💭\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e微信: Yida_Zhang2\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003eEmail: yidazhang1#gmail.com\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp dir=\"auto\"\u003e知乎/小红书：\u003ca href=\"https://www.zhihu.com/people/MaiweiE-com\" rel=\"nofollow\"\u003e@Charmve\u003c/a\u003e | \u003ca href=\"https://www.xiaohongshu.com/user/profile/5f0a6ef9000000000100104a?xhsshare=CopyLink\u0026amp;appuid=5f0a6ef9000000000100104a\u0026amp;apptime=1725162795\u0026amp;share_id=2e375d139cbb494eba7f42de4cf15bae\" rel=\"nofollow\"\u003e@Charmve\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cbr\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e知识星球：AI量化投研实验室 （加我微信，邀请）\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e本星球为VIP付费社群，对于购买Pro版本的用户，可免费加入。拓展人脉，及时获取研报和论文解读与源代码实现，多种投顾服务。\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cbr\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd width=\"33%\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/UFund-Me/.github/assets/29084184/c8782e38-be7d-4839-bad0-6736bfb9ab9e\"\u003e\u003cimg width=\"320\" alt=\"添加个人微信\" src=\"/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/wechat.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003cbr\u003e个人微信\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd width=\"33%\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/UFund-Me/.github/assets/29084184/712a460f-a264-4f16-a7b8-c990106ec624\"\u003e\u003cimg width=\"318\" alt=\"加入微信交流群\" src=\"https://private-user-images.githubusercontent.com/29084184/241985226-c81a0983-b5c4-43b5-acb5-3bd98010f7e3.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.lGCg-iwEFx87c_zU5L3nzJCggqEpFoVdoZzaY1kyZ0k\" secured-asset-link=\"\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003cbr\u003eQbot用户微信交流群\n \u003c/div\u003e\n \u003c/td\u003e\n \u003ctd width=\"33%\"\u003e\n \u003cdiv dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/UFund-Me/.github/assets/29084184/9d3983ff-ece8-4f99-8579-94234987dcf2\"\u003e\u003cimg height=\"320\" alt=\"加入知识星球（付费）\" src=\"/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/zsxq.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \u003cbr\u003e \u003csup\u003eAI量化交易策略分享、实盘交易教程、实时数据接口\u003c/sup\u003e \u003cbr\u003e知识星球（付费）\n \u003c/div\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cp dir=\"auto\"\u003e若二维码因 Github 网络无法打开，请点击\u003ca href=\"https://charmve.github.io/img/contact-card.png\" rel=\"nofollow\"\u003e二维码\u003c/a\u003e直接打开图片。\u003c/p\u003e\n\u003cbr\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable align=\"center\"\u003e\u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"2\" rowspan=\"1\"\u003e\n \u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! \u003c/h4\u003e\u003ca id=\"user-content--本项目刚上线就收到了两次github官方趋势榜top5top1好成绩-\" class=\"anchor\" aria-label=\"Permalink: 🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! \" href=\"#-本项目刚上线就收到了两次github官方趋势榜top5top1好成绩-\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n \u003cp dir=\"auto\"\u003e现对于转发本项目到朋友圈或100人以上微信群等，可获得\u003cb\u003e知识星球价值20元的 🎫优惠券 一张\u003c/b\u003e, 限时10张。\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd colspan=\"1\" rowspan=\"5\"\u003e\n \u003cdiv align=\"center\" dir=\"auto\"\u003e\n \u003ca href=\"https://github.com/UFund-Me/Qbot\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/8d82047c86c5c4af3bdb57fb418cbbfb45b8b5ea9e2fb26871dbd84592df3698/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2df09f92ae2025323051626f742d7265642e737667\" alt=\"Qbot\" title=\"Qbot\" data-canonical-src=\"https://img.shields.io/badge/-💮 %20Qbot-red.svg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e \n \n \u003ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172\" data-canonical-src=\"https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social\u0026amp;label=Star\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \n \u003ca href=\"https://raw.githubusercontent.com/UFund-Me/Qbot/main/gui/imgs/wechat.png\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/5ba6f38f87dbdfa47c5acf0ea1fd5a7c621ce91c23ceec3948919c83f84ceeb8/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d5765436861742d6c69676874677265656e2e7376673f6c6f676f3d576543686174\" data-canonical-src=\"https://img.shields.io/badge/-WeChat-lightgreen.svg?logo=WeChat\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003cp dir=\"auto\"\u003e🔥Among the \u003ca href=\"https://github.com/topics/quant-trade\"\u003etop 10\u003c/a\u003e Quant \u0026amp; Trade repos on GitHub\u003c/p\u003e\n \u003c/div\u003e\n \u003cul dir=\"auto\"\u003e 主要包含两部分：在本项目的基础下，\n \u003cli\u003e增加更多策略研究，包含回测源码（请先学会有本项目中的策略库）；\u003c/li\u003e\n \u003cli\u003e增加实盘接入方式的源代码；\u003c/li\u003e\n \u003cli\u003e策略交流，AI投研实验室MeetUp线上/线下活动（对于基础薄弱的同学，欢迎进微信群答疑）\u003c/li\u003e\n \u003cli\u003e最近较为受欢迎的一个福利点：AI选股推荐列表邮件订阅，这有个样例 \u003ca class=\"issue-link js-issue-link\" data-error-text=\"Failed to load title\" data-id=\"1747919482\" data-permission-text=\"Title is private\" data-url=\"https://github.com/UFund-Me/Qbot/issues/37\" data-hovercard-type=\"issue\" data-hovercard-url=\"/UFund-Me/Qbot/issues/37/hovercard\" href=\"https://github.com/UFund-Me/Qbot/issues/37\"\u003e#37\u003c/a\u003e\u003c/li\u003e\n \u003c/ul\u003e\n \u003c/td\u003e\n \u003ctd\u003e\n \u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://private-user-images.githubusercontent.com/29084184/244399070-bb5ec619-887a-4ba7-a9d7-9e8b083bbb1a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4myQnt1xgOqE4qLB0XW1JXBEr56gzVTPAfojJaZEI9w\"\u003e\u003cimg align=\"center\" src=\"https://private-user-images.githubusercontent.com/29084184/244399070-bb5ec619-887a-4ba7-a9d7-9e8b083bbb1a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4myQnt1xgOqE4qLB0XW1JXBEr56gzVTPAfojJaZEI9w\" height=\"320\" alt=\"知识星球优惠券\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n \u003c/td\u003e\n\u003c/tr\u003e\u003c/tbody\u003e\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cbr\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003cg-emoji class=\"g-emoji\" alias=\"warning\"\u003e⚠️\u003c/g-emoji\u003e Disclaimer\u003c/h2\u003e\u003ca id=\"user-content-warning-disclaimer\" class=\"anchor\" aria-label=\"Permalink: :warning: Disclaimer\" href=\"#warning-disclaimer\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e👨🏫 \u003cstrong\u003e重点重点！\u003c/strong\u003e 交易策略和自动化工具只是提供便利，并不代表实际交易收益。该项目任何内容不构成任何投资建议。市场有风险，投资需谨慎。\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e🔥 Stargazers Over Time\u003c/h2\u003e\u003ca id=\"user-content--stargazers-over-time\" class=\"anchor\" aria-label=\"Permalink: 🔥 Stargazers Over Time\" href=\"#-stargazers-over-time\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://star-history.com/#UFund-Me/Qbot\u0026amp;ailabx/ailabx\u0026amp;jadepeng/pytrader\u0026amp;Timeline\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/f9a5b4d69d400e18d0787024965cfa918532c47950b08d919d77c2fffbe1f478/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d5546756e642d4d652f51626f742c61696c6162782f61696c6162782c6a61646570656e672f707974726164657226747970653d54696d656c696e65\" alt=\"Star History Chart\" data-canonical-src=\"https://api.star-history.com/svg?repos=UFund-Me/Qbot,ailabx/ailabx,jadepeng/pytrader\u0026amp;type=Timeline\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSponsors \u0026amp; support\u003c/h2\u003e\u003ca id=\"user-content-sponsors--support\" class=\"anchor\" aria-label=\"Permalink: Sponsors \u0026amp; support\" href=\"#sponsors--support\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eIf you like the project, you can become a sponsor at \u003ca href=\"https://opencollective.com/qbot\" rel=\"nofollow\"\u003eOpen Collective\u003c/a\u003e or use \u003ca href=\"https://github.com/sponsors/Charmve\"\u003eGitHub Sponsors\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003eThank you for supporting Qbot!\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://opencollective.com/qbot\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/ecffbc5cfe96955e44605dfb7742556480436c49c24e221d993103166ae69071/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f51626f742f74696572732f73706f6e736f72732e7376673f6176617461724865696768743d313230\" alt=\"Sponsor\" data-canonical-src=\"https://opencollective.com/Qbot/tiers/sponsors.svg?avatarHeight=120\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"https://opencollective.com/qbot#category-CONTRIBUTE\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/b1f21e71fad41294e5854a1635a2790d1498032ff5ae48d3fc69f124db3e8daa/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f71626f742f74696572732f6261636b6572732e7376673f6176617461724865696768743d313030\" data-canonical-src=\"https://opencollective.com/qbot/tiers/backers.svg?avatarHeight=100\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLICENSE\u003c/h2\u003e\u003ca id=\"user-content-license\" class=\"anchor\" aria-label=\"Permalink: LICENSE\" href=\"#license\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/UFund-Me/Qbot/blob/main/qbot/asserts/statics/imgs/license_by-nc-sa_4.0.png\"\u003e\u003cimg src=\"/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/license_by-nc-sa_4.0.png\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003cp dir=\"auto\"\u003e署名-非商业性使用-相同方式共享 4.0 国际\u003c/p\u003e\n\u003cbr\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"/UFund-Me/Qbot/blob/main\"\u003e\u003cimg align=\"left\" alt=\"Go for it!\" src=\"https://raw.githubusercontent.com/Charmve/computer-vision-in-action/main/res/ui/frontpage/2020-sponsors.svg\" height=\"68\" title=\"Do what you like, and do it best!\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003e\u003cg-emoji class=\"g-emoji\" alias=\"hearts\"\u003e♥️\u003c/g-emoji\u003e Acknowledgements\u003c/h2\u003e\u003ca id=\"user-content-️-acknowledgements\" class=\"anchor\" aria-label=\"Permalink: ♥️ Acknowledgements\" href=\"#️-acknowledgements\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003cb\u003eLast but not least, we're thankful to these open-source repo for sharing their services for free:\u003c/b\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e基于 backtrader、\u003ca href=\"https://github.com/vnpy/vnpy\"\u003evnpy\u003c/a\u003e、\u003ca href=\"https://github.com/microsoft/qlib\"\u003eqlib\u003c/a\u003e、tushare、easyquant、\u003ca href=\"https://github.com/SunshowerC/fund-strategy\"\u003efund-strategies\u003c/a\u003e、\u003ca href=\"https://github.com/axiaoxin-com/investool\"\u003einvestool\u003c/a\u003e 等开源项目，感谢开发者。\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cbr\u003e\u003cbr\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e感谢大家的支持与喜欢！\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eCode with ❤️ \u0026amp; ☕️ @Charmve 2022-2023\u003c/p\u003e\n\u003c/b\u003e\u003c/b\u003e\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":" 🤖 Qbot ","anchor":"--qbot-","htmlText":" 🤖 Qbot "},{"level":2,"text":"Quick Start","anchor":"quick-start","htmlText":"Quick Start"},{"level":2,"text":"Highlights","anchor":"highlights","htmlText":"Highlights"},{"level":2,"text":"1. 模块化分层设计：数据层、策略层、交易引擎抽象设计","anchor":"1-模块化分层设计数据层策略层交易引擎抽象设计","htmlText":"1. 模块化分层设计：数据层、策略层、交易引擎抽象设计"},{"level":2,"text":"2. 人工智能交易策略、自动化因子挖掘","anchor":"2-人工智能交易策略自动化因子挖掘","htmlText":"2. 人工智能交易策略、自动化因子挖掘"},{"level":2,"text":"3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易","anchor":"3-多种交易方式在线回测--模拟交易--实盘自动化交易","htmlText":"3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易"},{"level":2,"text":"4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信","anchor":"4-多种提示方式邮件--飞书--弹窗--微信","htmlText":"4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信"},{"level":2,"text":"Strategy pool","anchor":"strategy-pool","htmlText":"Strategy pool"},{"level":3,"text":"Benchmark and Model zoo","anchor":"benchmark-and-model-zoo","htmlText":"Benchmark and Model zoo"},{"level":3,"text":"交易指标/因子","anchor":"交易指标因子","htmlText":"交易指标/因子"},{"level":2,"text":"支持的实盘交易接口","anchor":"支持的实盘交易接口","htmlText":"支持的实盘交易接口"},{"level":2,"text":"开通方式：微信Yida_Zhang2 (注明：开户)","anchor":"开通方式微信yida_zhang2-注明开户","htmlText":"开通方式：微信Yida_Zhang2 (注明：开户)"},{"level":3,"text":"实盘交易接口","anchor":"实盘交易接口","htmlText":"实盘交易接口"},{"level":3,"text":"仿真交易接口/平台","anchor":"仿真交易接口平台","htmlText":"仿真交易接口/平台"},{"level":2,"text":"加密货币交易所注册推荐码","anchor":"加密货币交易所注册推荐码","htmlText":"加密货币交易所注册推荐码"},{"level":3,"text":"为什么选择币安交易所","anchor":"为什么选择币安交易所","htmlText":"为什么选择币安交易所"},{"level":2,"text":"开源共创、社区共建","anchor":"开源共创社区共建","htmlText":"开源共创、社区共建"},{"level":2,"text":"Qbot 版本说明","anchor":"qbot-版本说明","htmlText":"Qbot 版本说明"},{"level":2,"text":"策略原理及源码分析","anchor":"策略原理及源码分析","htmlText":"策略原理及源码分析"},{"level":2,"text":"Quantstats Report","anchor":"quantstats-report","htmlText":"Quantstats Report"},{"level":3,"text":"Some strategy backtest results:","anchor":"some-strategy-backtest-results","htmlText":"Some strategy backtest results:"},{"level":2,"text":"TODO","anchor":"todo","htmlText":"TODO"},{"level":3,"text":"No-code operation","anchor":"no-code-operation","htmlText":"No-code operation"},{"level":2,"text":"Contributing","anchor":"contributing","htmlText":"Contributing"},{"level":2,"text":"🍮 Community","anchor":"-community","htmlText":"🍮 Community"},{"level":4,"text":"🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! ","anchor":"-本项目刚上线就收到了两次github官方趋势榜top5top1好成绩-","htmlText":"🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! "},{"level":2,"text":":warning: Disclaimer","anchor":"warning-disclaimer","htmlText":"⚠️ Disclaimer"},{"level":2,"text":"🔥 Stargazers Over Time","anchor":"-stargazers-over-time","htmlText":"🔥 Stargazers Over Time"},{"level":2,"text":"Sponsors \u0026 support","anchor":"sponsors--support","htmlText":"Sponsors \u0026amp; support"},{"level":2,"text":"LICENSE","anchor":"license","htmlText":"LICENSE"},{"level":2,"text":"♥️ Acknowledgements","anchor":"️-acknowledgements","htmlText":"♥️ Acknowledgements"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot"}},{"displayName":"LICENSE","repoName":"Qbot","refName":"main","path":"LICENSE","preferredFileType":"license","tabName":"MIT","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-7d7eb7c71814.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-96e76d5fdb2c.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"accessible_code_button":true,"github_models_repo_integration":false}}}}</script> <div data-target="react-partial.reactRoot"><style data-styled="true" data-styled-version="5.3.11">.iVEunk{margin-top:16px;margin-bottom:16px;}/*!sc*/ .jzuOtQ{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;}/*!sc*/ .bGojzy{margin-bottom:0;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;row-gap:16px;}/*!sc*/ .iNSVHo{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;padding-bottom:16px;padding-top:8px;}/*!sc*/ .bVgnfw{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;gap:8px;}/*!sc*/ @media screen and (max-width:320px){.bVgnfw{-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;}}/*!sc*/ .CEgMp{position:relative;}/*!sc*/ @media screen and (max-width:380px){.CEgMp .ref-selector-button-text-container{max-width:80px;}}/*!sc*/ @media screen and (max-width:320px){.CEgMp{-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;}.CEgMp .overview-ref-selector{width:100%;}.CEgMp .overview-ref-selector > span{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:start;-webkit-justify-content:flex-start;-ms-flex-pack:start;justify-content:flex-start;}.CEgMp .overview-ref-selector > span > span[data-component="text"]{-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;}}/*!sc*/ .gMOVLe[data-size="medium"]{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;min-width:0;}/*!sc*/ .gMOVLe[data-size="medium"] svg{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .gMOVLe[data-size="medium"] > span{width:inherit;}/*!sc*/ .gUkoLg{-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;}/*!sc*/ .bZBlpz{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;width:100%;}/*!sc*/ .lhTYNA{margin-right:4px;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .ffLUq{font-size:14px;min-width:0;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;}/*!sc*/ .bmcJak{min-width:0;}/*!sc*/ .fLXEGX{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ @media screen and (max-width:1079px){.fLXEGX{display:none;}}/*!sc*/ .lmSMZJ[data-size="medium"]{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));padding-left:4px;padding-right:4px;}/*!sc*/ .lmSMZJ[data-size="medium"] span[data-component="leadingVisual"]{margin-right:4px !important;}/*!sc*/ .dqfxud{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ @media screen and (min-width:1080px){.dqfxud{display:none;}}/*!sc*/ @media screen and (max-width:543px){.dqfxud{display:none;}}/*!sc*/ .fGwBZA[data-size="medium"][data-no-visuals]{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .jxTzTd{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;padding-left:8px;gap:8px;}/*!sc*/ .gqqBXN{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;gap:8px;}/*!sc*/ @media screen and (max-width:543px){.gqqBXN{display:none;}}/*!sc*/ .dzXgxt{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ @media screen and (max-width:1011px){.dzXgxt{display:none;}}/*!sc*/ .iWFGlI{margin-left:8px;margin-right:8px;margin:0;}/*!sc*/ .vcvyP{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;min-width:160px;}/*!sc*/ .YUPas{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ @media screen and (min-width:1012px){.YUPas{display:none;}}/*!sc*/ .izFOf{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ @media screen and (min-width:544px){.izFOf{display:none;}}/*!sc*/ .vIPPs{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;gap:16px;}/*!sc*/ .fdROMU{width:100%;border-collapse:separate;border-spacing:0;border:1px solid;border-color:var(--borderColor-default,var(--color-border-default,#d0d7de));border-radius:6px;table-layout:fixed;overflow:unset;}/*!sc*/ .jGKpsv{height:0px;line-height:0px;}/*!sc*/ .jGKpsv tr{height:0px;font-size:0px;}/*!sc*/ .jdgHnn{padding:16px;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));font-size:12px;text-align:left;height:40px;}/*!sc*/ .jdgHnn th{padding-left:16px;background-color:var(--bgColor-muted,var(--color-canvas-subtle,#f6f8fa));}/*!sc*/ .bQivRW{width:100%;border-top-left-radius:6px;}/*!sc*/ @media screen and (min-width:544px){.bQivRW{display:none;}}/*!sc*/ .ldkMIO{width:40%;border-top-left-radius:6px;}/*!sc*/ @media screen and (max-width:543px){.ldkMIO{display:none;}}/*!sc*/ .jMbWeI{text-align:right;padding-right:16px;width:136px;border-top-right-radius:6px;}/*!sc*/ .gpqjiB{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));font-size:12px;height:40px;}/*!sc*/ .dzCJzi{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;gap:8px;min-width:273px;padding:8px;}/*!sc*/ @media screen and (min-width:544px){.dzCJzi{-webkit-flex-wrap:nowrap;-ms-flex-wrap:nowrap;flex-wrap:nowrap;}}/*!sc*/ .eNCcrz{text-align:center;vertical-align:center;height:40px;border-top:1px solid;border-color:var(--borderColor-default,var(--color-border-default,#d0d7de));}/*!sc*/ .bHTcCe{border-top:1px solid var(--borderColor-default,var(--color-border-default));cursor:pointer;}/*!sc*/ .csrIcr{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;gap:16px;}/*!sc*/ .bUQNHB{border:1px solid;border-color:var(--borderColor-default,var(--color-border-default,#d0d7de));border-radius:6px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;}/*!sc*/ @media screen and (max-width:543px){.bUQNHB{margin-left:-16px;margin-right:-16px;max-width:calc(100% + 32px);}}/*!sc*/ @media screen and (min-width:544px){.bUQNHB{max-width:100%;}}/*!sc*/ .jPdcfu{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;border-bottom:1px solid;border-bottom-color:var(--borderColor-default,var(--color-border-default,#d0d7de));-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;padding-right:8px;position:-webkit-sticky;position:sticky;top:0;background-color:var(--bgColor-default,var(--color-canvas-default,#ffffff));z-index:1;border-top-left-radius:6px;border-top-right-radius:6px;}/*!sc*/ .iphEWz{-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;border-bottom:none;max-width:100%;padding-left:8px;padding-right:8px;}/*!sc*/ .hUCRAk{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}/*!sc*/ .cwoBXV[data-size="medium"]{color:var(--fgColor-muted,var(--color-fg-subtle,#6e7781));padding-left:8px;padding-right:8px;}/*!sc*/ .QkQOb{padding:32px;overflow:auto;}/*!sc*/ data-styled.g1[id="Box-sc-g0xbh4-0"]{content:"iVEunk,jzuOtQ,bGojzy,iNSVHo,bVgnfw,CEgMp,gMOVLe,gUkoLg,bZBlpz,lhTYNA,ffLUq,bmcJak,fLXEGX,lmSMZJ,dqfxud,fGwBZA,jxTzTd,gqqBXN,dzXgxt,iWFGlI,vcvyP,YUPas,izFOf,vIPPs,fdROMU,jGKpsv,jdgHnn,bQivRW,ldkMIO,jMbWeI,gpqjiB,dzCJzi,eNCcrz,bHTcCe,csrIcr,bUQNHB,jPdcfu,iphEWz,hUCRAk,cwoBXV,QkQOb,"}/*!sc*/ .brGdpi{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;-webkit-clip:rect(0,0,0,0);clip:rect(0,0,0,0);white-space:nowrap;border-width:0;}/*!sc*/ data-styled.g5[id="_VisuallyHidden__VisuallyHidden-sc-11jhm7a-0"]{content:"brGdpi,"}/*!sc*/ .hWlpPn{position:relative;display:inline-block;}/*!sc*/ .hWlpPn::after{position:absolute;z-index:1000000;display:none;padding:0.5em 0.75em;font:normal normal 11px/1.5 -apple-system,BlinkMacSystemFont,"Segoe UI","Noto Sans",Helvetica,Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji";-webkit-font-smoothing:subpixel-antialiased;color:var(--tooltip-fgColor,var(--fgColor-onEmphasis,var(--color-fg-on-emphasis,#ffffff)));text-align:center;-webkit-text-decoration:none;text-decoration:none;text-shadow:none;text-transform:none;-webkit-letter-spacing:normal;-moz-letter-spacing:normal;-ms-letter-spacing:normal;letter-spacing:normal;word-wrap:break-word;white-space:pre;pointer-events:none;content:attr(aria-label);background:var(--tooltip-bgColor,var(--bgColor-emphasis,var(--color-neutral-emphasis-plus,#24292f)));border-radius:6px;opacity:0;}/*!sc*/ @-webkit-keyframes tooltip-appear{from{opacity:0;}to{opacity:1;}}/*!sc*/ @keyframes tooltip-appear{from{opacity:0;}to{opacity:1;}}/*!sc*/ .hWlpPn:hover::after,.hWlpPn:active::after,.hWlpPn:focus::after,.hWlpPn:focus-within::after{display:inline-block;-webkit-text-decoration:none;text-decoration:none;-webkit-animation-name:tooltip-appear;animation-name:tooltip-appear;-webkit-animation-duration:0.1s;animation-duration:0.1s;-webkit-animation-fill-mode:forwards;animation-fill-mode:forwards;-webkit-animation-timing-function:ease-in;animation-timing-function:ease-in;-webkit-animation-delay:0s;animation-delay:0s;}/*!sc*/ .hWlpPn.tooltipped-no-delay:hover::after,.hWlpPn.tooltipped-no-delay:active::after,.hWlpPn.tooltipped-no-delay:focus::after,.hWlpPn.tooltipped-no-delay:focus-within::after{-webkit-animation-delay:0s;animation-delay:0s;}/*!sc*/ .hWlpPn.tooltipped-multiline:hover::after,.hWlpPn.tooltipped-multiline:active::after,.hWlpPn.tooltipped-multiline:focus::after,.hWlpPn.tooltipped-multiline:focus-within::after{display:table-cell;}/*!sc*/ .hWlpPn.tooltipped-s::after,.hWlpPn.tooltipped-se::after,.hWlpPn.tooltipped-sw::after{top:100%;right:50%;margin-top:6px;}/*!sc*/ .hWlpPn.tooltipped-se::after{right:auto;left:50%;margin-left:-16px;}/*!sc*/ .hWlpPn.tooltipped-sw::after{margin-right:-16px;}/*!sc*/ .hWlpPn.tooltipped-n::after,.hWlpPn.tooltipped-ne::after,.hWlpPn.tooltipped-nw::after{right:50%;bottom:100%;margin-bottom:6px;}/*!sc*/ .hWlpPn.tooltipped-ne::after{right:auto;left:50%;margin-left:-16px;}/*!sc*/ .hWlpPn.tooltipped-nw::after{margin-right:-16px;}/*!sc*/ .hWlpPn.tooltipped-s::after,.hWlpPn.tooltipped-n::after{-webkit-transform:translateX(50%);-ms-transform:translateX(50%);transform:translateX(50%);}/*!sc*/ .hWlpPn.tooltipped-w::after{right:100%;bottom:50%;margin-right:6px;-webkit-transform:translateY(50%);-ms-transform:translateY(50%);transform:translateY(50%);}/*!sc*/ .hWlpPn.tooltipped-e::after{bottom:50%;left:100%;margin-left:6px;-webkit-transform:translateY(50%);-ms-transform:translateY(50%);transform:translateY(50%);}/*!sc*/ .hWlpPn.tooltipped-multiline::after{width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:250px;word-wrap:break-word;white-space:pre-line;border-collapse:separate;}/*!sc*/ .hWlpPn.tooltipped-multiline.tooltipped-s::after,.hWlpPn.tooltipped-multiline.tooltipped-n::after{right:auto;left:50%;-webkit-transform:translateX(-50%);-ms-transform:translateX(-50%);transform:translateX(-50%);}/*!sc*/ .hWlpPn.tooltipped-multiline.tooltipped-w::after,.hWlpPn.tooltipped-multiline.tooltipped-e::after{right:100%;}/*!sc*/ .hWlpPn.tooltipped-align-right-2::after{right:0;margin-right:0;}/*!sc*/ .hWlpPn.tooltipped-align-left-2::after{left:0;margin-left:0;}/*!sc*/ data-styled.g16[id="Tooltip__TooltipBase-sc-17tf59c-0"]{content:"hWlpPn,"}/*!sc*/ .liVpTx{display:inline-block;overflow:hidden;text-overflow:ellipsis;vertical-align:top;white-space:nowrap;max-width:125px;}/*!sc*/ data-styled.g18[id="Truncate__StyledTruncate-sc-23o1d2-0"]{content:"liVpTx,"}/*!sc*/ </style> <!-- --> <!-- --> <div class="Box-sc-g0xbh4-0 iVEunk"><div class="Box-sc-g0xbh4-0 jzuOtQ"><div class="Box-sc-g0xbh4-0 bGojzy"></div></div><div class="Box-sc-g0xbh4-0 iNSVHo"><div class="Box-sc-g0xbh4-0 bVgnfw"><div class="Box-sc-g0xbh4-0 CEgMp"><button type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" aria-label="main branch" data-testid="anchor-button" class="Box-sc-g0xbh4-0 gMOVLe prc-Button-ButtonBase-c50BI overview-ref-selector width-full" data-loading="false" data-size="medium" data-variant="default" aria-describedby="branch-picker-repos-header-ref-selector-loading-announcement" id="branch-picker-repos-header-ref-selector"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg prc-Button-ButtonContent-HKbr-"><span data-component="text" class="prc-Button-Label-pTQ3x"><div class="Box-sc-g0xbh4-0 bZBlpz"><div class="Box-sc-g0xbh4-0 lhTYNA"><svg aria-hidden="true" focusable="false" class="octicon octicon-git-branch" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path></svg></div><div class="Box-sc-g0xbh4-0 ffLUq ref-selector-button-text-container"><span class="Box-sc-g0xbh4-0 bmcJak prc-Text-Text-0ima0"> <!-- -->main</span></div></div></span><span data-component="trailingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path></svg></span></span></button><button hidden="" data-hotkey-scope="read-only-cursor-text-area"></button></div><div class="Box-sc-g0xbh4-0 fLXEGX"><a style="--button-color:fg.muted" type="button" href="/UFund-Me/Qbot/branches" class="Box-sc-g0xbh4-0 lmSMZJ prc-Button-ButtonBase-c50BI" data-loading="false" data-size="medium" data-variant="invisible" aria-describedby=":Rclab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg prc-Button-ButtonContent-HKbr-"><span data-component="leadingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-git-branch" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path></svg></span><span data-component="text" class="prc-Button-Label-pTQ3x">Branches</span></span></a><a style="--button-color:fg.muted" type="button" href="/UFund-Me/Qbot/tags" class="Box-sc-g0xbh4-0 lmSMZJ prc-Button-ButtonBase-c50BI" data-loading="false" data-size="medium" data-variant="invisible" aria-describedby=":Rklab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg prc-Button-ButtonContent-HKbr-"><span data-component="leadingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-tag" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path></svg></span><span data-component="text" class="prc-Button-Label-pTQ3x">Tags</span></span></a></div><div class="Box-sc-g0xbh4-0 dqfxud"><a style="--button-color:fg.muted" type="button" aria-label="Go to Branches page" href="/UFund-Me/Qbot/branches" class="Box-sc-g0xbh4-0 fGwBZA prc-Button-ButtonBase-c50BI" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="invisible" aria-describedby=":Relab:-loading-announcement"><svg aria-hidden="true" focusable="false" class="octicon octicon-git-branch" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M9.5 3.25a2.25 2.25 0 1 1 3 2.122V6A2.5 2.5 0 0 1 10 8.5H6a1 1 0 0 0-1 1v1.128a2.251 2.251 0 1 1-1.5 0V5.372a2.25 2.25 0 1 1 1.5 0v1.836A2.493 2.493 0 0 1 6 7h4a1 1 0 0 0 1-1v-.628A2.25 2.25 0 0 1 9.5 3.25Zm-6 0a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Zm8.25-.75a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5ZM4.25 12a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Z"></path></svg></a><a style="--button-color:fg.muted" type="button" aria-label="Go to Tags page" href="/UFund-Me/Qbot/tags" class="Box-sc-g0xbh4-0 fGwBZA prc-Button-ButtonBase-c50BI" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="invisible" aria-describedby=":Rmlab:-loading-announcement"><svg aria-hidden="true" focusable="false" class="octicon octicon-tag" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path></svg></a></div></div><div class="Box-sc-g0xbh4-0 jxTzTd"><div class="Box-sc-g0xbh4-0 gqqBXN"><div class="Box-sc-g0xbh4-0 dzXgxt"><!--$--><div class="Box-sc-g0xbh4-0 iWFGlI"><span class="Box-sc-g0xbh4-0 vcvyP TextInput-wrapper prc-components-TextInputWrapper-i1ofR prc-components-TextInputBaseWrapper-ueK9q" data-leading-visual="true" data-trailing-visual="true" aria-busy="false"><span class="TextInput-icon" id=":R2j5ab:" aria-hidden="true"><svg aria-hidden="true" focusable="false" class="octicon octicon-search" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M10.68 11.74a6 6 0 0 1-7.922-8.982 6 6 0 0 1 8.982 7.922l3.04 3.04a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215ZM11.5 7a4.499 4.499 0 1 0-8.997 0A4.499 4.499 0 0 0 11.5 7Z"></path></svg></span><input type="text" aria-label="Go to file" role="combobox" aria-controls="file-results-list" aria-expanded="false" aria-haspopup="dialog" autoCorrect="off" spellcheck="false" placeholder="Go to file" aria-describedby=":R2j5ab: :R2j5abH1:" data-component="input" class="prc-components-Input-Ic-y8" value=""/><span class="TextInput-icon" id=":R2j5abH1:" aria-hidden="true"></span></span></div><!--/$--></div><div class="Box-sc-g0xbh4-0 YUPas"><button type="button" class="prc-Button-ButtonBase-c50BI" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default" aria-describedby=":Rr5ab:-loading-announcement"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-HKbr-"><span data-component="text" class="prc-Button-Label-pTQ3x">Go to file</span></span></button></div><div class="react-directory-add-file-icon"></div><div class="react-directory-remove-file-icon"></div></div><button type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-c50BI" data-loading="false" data-size="medium" data-variant="primary" aria-describedby=":R55ab:-loading-announcement" id=":R55ab:"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-HKbr-"><span data-component="leadingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-code hide-sm" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path></svg></span><span data-component="text" class="prc-Button-Label-pTQ3x">Code</span><span data-component="trailingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m4.427 7.427 3.396 3.396a.25.25 0 0 0 .354 0l3.396-3.396A.25.25 0 0 0 11.396 7H4.604a.25.25 0 0 0-.177.427Z"></path></svg></span></span></button><div class="Box-sc-g0xbh4-0 izFOf"><button data-component="IconButton" type="button" aria-label="Open more actions menu" aria-haspopup="true" aria-expanded="false" tabindex="0" class="prc-Button-ButtonBase-c50BI prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="medium" data-variant="default" aria-describedby=":R75ab:-loading-announcement" id=":R75ab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3ZM1.5 9a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path></svg></button></div></div></div><div class="Box-sc-g0xbh4-0 vIPPs"><div data-hpc="true"><button hidden="" data-testid="focus-next-element-button" data-hotkey="j"></button><button hidden="" data-testid="focus-previous-element-button" data-hotkey="k"></button><h2 class="sr-only ScreenReaderHeading-module__userSelectNone--vW4Cq prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading" id="folders-and-files">Folders and files</h2><table aria-labelledby="folders-and-files" class="Box-sc-g0xbh4-0 fdROMU"><thead class="Box-sc-g0xbh4-0 jGKpsv"><tr class="Box-sc-g0xbh4-0 jdgHnn"><th colSpan="2" class="Box-sc-g0xbh4-0 bQivRW"><span class="text-bold">Name</span></th><th colSpan="1" class="Box-sc-g0xbh4-0 ldkMIO"><span class="text-bold">Name</span></th><th class="hide-sm"><div title="Last commit message" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit message</span></div></th><th colSpan="1" class="Box-sc-g0xbh4-0 jMbWeI"><div title="Last commit date" class="Truncate__StyledTruncate-sc-23o1d2-0 liVpTx width-fit"><span class="text-bold">Last commit date</span></div></th></tr></thead><tbody><tr class="Box-sc-g0xbh4-0 gpqjiB"><td colSpan="3" class="bgColor-muted p-1 rounded-top-2"><div class="Box-sc-g0xbh4-0 dzCJzi"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone--vW4Cq prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading">Latest commit</h2><div style="width:120px" class="Skeleton Skeleton--text" data-testid="loading"> </div><div class="d-flex flex-shrink-0 gap-2"><div data-testid="latest-commit-details" class="d-none d-sm-flex flex-items-center"></div><div class="d-flex gap-2"><h2 class="sr-only ScreenReaderHeading-module__userSelectNone--vW4Cq prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading">History</h2><a href="/UFund-Me/Qbot/commits/main/" class="prc-Button-ButtonBase-c50BI d-none d-lg-flex LinkButton-module__code-view-link-button--xvCGA flex-items-center fgColor-default" data-loading="false" data-size="small" data-variant="invisible" aria-describedby=":Raqj8pab:-loading-announcement"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-HKbr-"><span data-component="leadingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span><span data-component="text" class="prc-Button-Label-pTQ3x"><span class="fgColor-default">143 Commits</span></span></span></a><div class="d-sm-none"></div><div class="d-flex d-lg-none"><span role="tooltip" aria-label="143 Commits" id="history-icon-button-tooltip" class="Tooltip__TooltipBase-sc-17tf59c-0 hWlpPn tooltipped-n"><a href="/UFund-Me/Qbot/commits/main/" class="prc-Button-ButtonBase-c50BI LinkButton-module__code-view-link-button--xvCGA flex-items-center fgColor-default" data-loading="false" data-size="small" data-variant="invisible" aria-describedby=":R1iqj8pab:-loading-announcement history-icon-button-tooltip"><span data-component="buttonContent" data-align="center" class="prc-Button-ButtonContent-HKbr-"><span data-component="leadingVisual" class="prc-Button-Visual-2epfX prc-Button-VisualWrap-Db-eB"><svg aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="m.427 1.927 1.215 1.215a8.002 8.002 0 1 1-1.6 5.685.75.75 0 1 1 1.493-.154 6.5 6.5 0 1 0 1.18-4.458l1.358 1.358A.25.25 0 0 1 3.896 6H.25A.25.25 0 0 1 0 5.75V2.104a.25.25 0 0 1 .427-.177ZM7.75 4a.75.75 0 0 1 .75.75v2.992l2.028.812a.75.75 0 0 1-.557 1.392l-2.5-1A.751.751 0 0 1 7 8.25v-3.5A.75.75 0 0 1 7.75 4Z"></path></svg></span></span></a></span></div></div></div></div></td></tr><tr class="react-directory-row undefined" id="folder-row-0"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".github" aria-label=".github, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/.github">.github</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".github" aria-label=".github, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/.github">.github</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-1"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".vscode" aria-label=".vscode, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/.vscode">.vscode</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".vscode" aria-label=".vscode, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/.vscode">.vscode</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-2"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="dev" aria-label="dev, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/dev">dev</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="dev" aria-label="dev, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/dev">dev</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-3"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="docs" aria-label="docs, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/docs">docs</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="docs" aria-label="docs, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/docs">docs</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-4"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pyfunds" aria-label="pyfunds, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pyfunds">pyfunds</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pyfunds" aria-label="pyfunds, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pyfunds">pyfunds</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-5"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pyfutures" aria-label="pyfutures, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pyfutures">pyfutures</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pyfutures" aria-label="pyfutures, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pyfutures">pyfutures</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-6"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pytrader" aria-label="pytrader, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pytrader">pytrader</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="pytrader" aria-label="pytrader, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/pytrader">pytrader</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-7"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="qbot" aria-label="qbot, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/qbot">qbot</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="qbot" aria-label="qbot, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/qbot">qbot</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-8"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="scripts" aria-label="scripts, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/scripts">scripts</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="scripts" aria-label="scripts, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/scripts">scripts</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row undefined" id="folder-row-9"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="tests" aria-label="tests, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/tests">tests</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="tests" aria-label="tests, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/tests">tests</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-10"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="utils" aria-label="utils, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/utils">utils</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="utils" aria-label="utils, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/utils">utils</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-11"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="web" aria-label="web, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/web">web</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file-directory-fill icon-directory" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M1.75 1A1.75 1.75 0 0 0 0 2.75v10.5C0 14.216.784 15 1.75 15h12.5A1.75 1.75 0 0 0 16 13.25v-8.5A1.75 1.75 0 0 0 14.25 3H7.5a.25.25 0 0 1-.2-.1l-.9-1.2C6.07 1.26 5.55 1 5 1H1.75Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="web" aria-label="web, (Directory)" class="Link--primary" href="/UFund-Me/Qbot/tree/main/web">web</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-12"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".clang-format" aria-label=".clang-format, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.clang-format">.clang-format</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".clang-format" aria-label=".clang-format, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.clang-format">.clang-format</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-13"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".clang-tidy" aria-label=".clang-tidy, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.clang-tidy">.clang-tidy</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".clang-tidy" aria-label=".clang-tidy, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.clang-tidy">.clang-tidy</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-14"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".editorconfig" aria-label=".editorconfig, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.editorconfig">.editorconfig</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".editorconfig" aria-label=".editorconfig, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.editorconfig">.editorconfig</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-15"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".flake8" aria-label=".flake8, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.flake8">.flake8</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".flake8" aria-label=".flake8, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.flake8">.flake8</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-16"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitattributes" aria-label=".gitattributes, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitattributes">.gitattributes</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitattributes" aria-label=".gitattributes, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitattributes">.gitattributes</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-17"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitconfig" aria-label=".gitconfig, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitconfig">.gitconfig</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitconfig" aria-label=".gitconfig, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitconfig">.gitconfig</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-18"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitignore" aria-label=".gitignore, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitignore">.gitignore</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".gitignore" aria-label=".gitignore, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.gitignore">.gitignore</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-19"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".style.cfg" aria-label=".style.cfg, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.style.cfg">.style.cfg</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title=".style.cfg" aria-label=".style.cfg, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/.style.cfg">.style.cfg</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-20"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="COMMUNITY.md" aria-label="COMMUNITY.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/COMMUNITY.md">COMMUNITY.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="COMMUNITY.md" aria-label="COMMUNITY.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/COMMUNITY.md">COMMUNITY.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-21"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="CONTRIBUTING.md" aria-label="CONTRIBUTING.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/CONTRIBUTING.md">CONTRIBUTING.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="CONTRIBUTING.md" aria-label="CONTRIBUTING.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/CONTRIBUTING.md">CONTRIBUTING.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-22"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="DEVELOPMENT.md" aria-label="DEVELOPMENT.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/DEVELOPMENT.md">DEVELOPMENT.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="DEVELOPMENT.md" aria-label="DEVELOPMENT.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/DEVELOPMENT.md">DEVELOPMENT.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-23"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSE" aria-label="LICENSE, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/LICENSE">LICENSE</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="LICENSE" aria-label="LICENSE, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/LICENSE">LICENSE</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-24"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="PRICE.md" aria-label="PRICE.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/PRICE.md">PRICE.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="PRICE.md" aria-label="PRICE.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/PRICE.md">PRICE.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-25"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="README.md" aria-label="README.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/README.md">README.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="README.md" aria-label="README.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/README.md">README.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-26"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="WORKSPACE" aria-label="WORKSPACE, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/WORKSPACE">WORKSPACE</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="WORKSPACE" aria-label="WORKSPACE, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/WORKSPACE">WORKSPACE</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-27"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="env_setup.sh" aria-label="env_setup.sh, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/env_setup.sh">env_setup.sh</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="env_setup.sh" aria-label="env_setup.sh, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/env_setup.sh">env_setup.sh</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-28"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="main.py" aria-label="main.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/main.py">main.py</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="main.py" aria-label="main.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/main.py">main.py</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-29"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="monitoring.py" aria-label="monitoring.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/monitoring.py">monitoring.py</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="monitoring.py" aria-label="monitoring.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/monitoring.py">monitoring.py</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-30"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="qbot_main.py" aria-label="qbot_main.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/qbot_main.py">qbot_main.py</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="qbot_main.py" aria-label="qbot_main.py, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/qbot_main.py">qbot_main.py</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-31"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="quick_start.md" aria-label="quick_start.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/quick_start.md">quick_start.md</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="quick_start.md" aria-label="quick_start.md, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/quick_start.md">quick_start.md</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="react-directory-row truncate-for-mobile" id="folder-row-32"><td class="react-directory-row-name-cell-small-screen" colSpan="2"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="requirements.txt" aria-label="requirements.txt, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/requirements.txt">requirements.txt</a></div></div></div></div></td><td class="react-directory-row-name-cell-large-screen" colSpan="1"><div class="react-directory-filename-column"><svg aria-hidden="true" focusable="false" class="octicon octicon-file color-fg-muted" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M2 1.75C2 .784 2.784 0 3.75 0h6.586c.464 0 .909.184 1.237.513l2.914 2.914c.329.328.513.773.513 1.237v9.586A1.75 1.75 0 0 1 13.25 16h-9.5A1.75 1.75 0 0 1 2 14.25Zm1.75-.25a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h9.5a.25.25 0 0 0 .25-.25V6h-2.75A1.75 1.75 0 0 1 9 4.25V1.5Zm6.75.062V4.25c0 .138.112.25.25.25h2.688l-.011-.013-2.914-2.914-.013-.011Z"></path></svg><div class="overflow-hidden"><div class="react-directory-filename-cell"><div class="react-directory-truncate"><a title="requirements.txt" aria-label="requirements.txt, (File)" class="Link--primary" href="/UFund-Me/Qbot/blob/main/requirements.txt">requirements.txt</a></div></div></div></div></td><td class="react-directory-row-commit-cell"><div class="Skeleton Skeleton--text"> </div></td><td><div class="Skeleton Skeleton--text"> </div></td></tr><tr class="Box-sc-g0xbh4-0 eNCcrz show-for-mobile" data-testid="view-all-files-row"><td colSpan="3" class="Box-sc-g0xbh4-0 bHTcCe"><div><button class="prc-Link-Link-85e08">View all files</button></div></td></tr></tbody></table></div><div class="Box-sc-g0xbh4-0 csrIcr"><div class="Box-sc-g0xbh4-0 bUQNHB"><div itemscope="" itemType="https://schema.org/abstract" class="Box-sc-g0xbh4-0 jPdcfu"><h2 class="_VisuallyHidden__VisuallyHidden-sc-11jhm7a-0 brGdpi">Repository files navigation</h2><nav class="Box-sc-g0xbh4-0 iphEWz prc-components-UnderlineWrapper-oOh5J" aria-label="Repository files"><ul class="prc-components-UnderlineItemList-b23Hf" role="list"><li class="Box-sc-g0xbh4-0 hUCRAk"><a class="prc-components-UnderlineItem-lJsg-" href="#" aria-current="page"><span data-component="icon"><svg aria-hidden="true" focusable="false" class="octicon octicon-book" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path></svg></span><span data-component="text" data-content="README">README</span></a></li><li class="Box-sc-g0xbh4-0 hUCRAk"><a class="prc-components-UnderlineItem-lJsg-" href="#"><span data-component="icon"><svg aria-hidden="true" focusable="false" class="octicon octicon-law" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path></svg></span><span data-component="text" data-content="MIT license">MIT license</span></a></li></ul></nav><button style="--button-color:fg.subtle" type="button" aria-label="Outline" aria-haspopup="true" aria-expanded="false" tabindex="0" class="Box-sc-g0xbh4-0 cwoBXV prc-Button-ButtonBase-c50BI" data-loading="false" data-size="medium" data-variant="invisible" aria-describedby=":Rr9ab:-loading-announcement" id=":Rr9ab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-list-unordered" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" display="inline-block" overflow="visible" style="vertical-align:text-bottom"><path d="M5.75 2.5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5ZM2 14a1 1 0 1 1 0-2 1 1 0 0 1 0 2Zm1-6a1 1 0 1 1-2 0 1 1 0 0 1 2 0ZM2 4a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg></button></div><div class="Box-sc-g0xbh4-0 QkQOb js-snippet-clipboard-copy-unpositioned undefined" data-hpc="true"><article class="markdown-body entry-content container-lg" itemprop="text"><div dir="auto"> <div align="right" dir="auto"> 👆 右上角点击 <a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172"><img src="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172" data-canonical-src="https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social&label=Star" style="max-width: 100%;"></a> 告诉我，你希望这个项目继续加速开发迭代 ❤️ & ☕️ </div> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto"> 🤖 Qbot </h1><a id="user-content---qbot-" class="anchor" aria-label="Permalink: 🤖 Qbot " href="#--qbot-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> </div> <p align="left" dir="auto"> <a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/d9707163266eb6af14730e918f99ff81771c4a3c98a76879c6f55758cc16e91e/68747470733a2f2f76696577732e77686174696c656172656e65642e746f6461792f76696577732f6769746875622f5546756e642d4d652f51626f742e737667"><img alt="ViewCount" valign="bottom" src="https://camo.githubusercontent.com/d9707163266eb6af14730e918f99ff81771c4a3c98a76879c6f55758cc16e91e/68747470733a2f2f76696577732e77686174696c656172656e65642e746f6461792f76696577732f6769746875622f5546756e642d4d652f51626f742e737667" data-canonical-src="https://views.whatilearened.today/views/github/UFund-Me/Qbot.svg" style="max-width: 100%;"></a> <a href="https://github.com/MShawon/github-clone-count-badge"><img alt="GitHub Clones" valign="bottom" src="https://camo.githubusercontent.com/c5f55d1d0ad9b641d9accb8e0b82c097a043bfcd9f3a767546d74863926ca6e1/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f64796e616d69632f6a736f6e3f636f6c6f723d73756363657373266c6162656c3d436c6f6e652671756572793d636f756e742675726c3d68747470733a2f2f676973742e67697468756275736572636f6e74656e742e636f6d2f4d536861776f6e2f63663839663332373464303631373062386134393733303339616136323230612f7261772f636c6f6e652e6a736f6e266c6f676f3d676974687562" data-canonical-src="https://img.shields.io/badge/dynamic/json?color=success&label=Clone&query=count&url=https://gist.githubusercontent.com/MShawon/cf89f3274d06170b8a4973039aa6220a/raw/clone.json&logo=github" style="max-width: 100%;"></a> <a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/81a4f5ea0bc2397bdc84643417f8a759dd72ab3b10a71d60cc927cf863144584/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f646f776e6c6f6164732f5546756e642d4d652f51626f742f746f74616c"><img alt="releases" valign="bottom" src="https://camo.githubusercontent.com/81a4f5ea0bc2397bdc84643417f8a759dd72ab3b10a71d60cc927cf863144584/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f646f776e6c6f6164732f5546756e642d4d652f51626f742f746f74616c" data-canonical-src="https://img.shields.io/github/downloads/UFund-Me/Qbot/total" style="max-width: 100%;"></a> <code>since Sep 26</code> </p> <p dir="auto"><a href="https://github.com/UFund-Me/Qbot/actions/workflows/codeql-analysis.yml"><img src="https://github.com/UFund-Me/Qbot/actions/workflows/codeql-analysis.yml/badge.svg" alt="CodeQL" style="max-width: 100%;"></a> <a href="https://github.com/UFund-Me/Qbot/actions/workflows/auto-trade.yml"><img src="https://github.com/UFund-Me/Qbot/actions/workflows/auto-trade.yml/badge.svg" alt="AutoTrade" style="max-width: 100%;"></a> <a href="https://github.com/UFund-Me/Qbot/actions/workflows/pylint.yml"><img src="https://github.com/UFund-Me/Qbot/actions/workflows/pylint.yml/badge.svg" alt="Pylint" style="max-width: 100%;"></a> <a href="https://github.com/UFund-Me/Qbot/actions/workflows/coverage.yml"><img src="https://github.com/UFund-Me/Qbot/actions/workflows/coverage.yml/badge.svg" alt="Coverage" style="max-width: 100%;"></a> <a href="https://github.com/UFund-Me/Qbot"><img src="https://camo.githubusercontent.com/ef047bd36aadc1226af416812d0a93831f8865fabd0b625a8efac2a3f5c92bb0/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f507974686f6e2d253230332e387c253230332e392d3030303030302e7376673f6c6f676f3d507974686f6e26636f6c6f723d626c7565" alt="Python version" data-canonical-src="https://img.shields.io/badge/Python-%203.8|%203.9-000000.svg?logo=Python&color=blue" style="max-width: 100%;"></a> <a href="https://ufund-me.github.io/Qbot/#/" rel="nofollow"><img src="https://camo.githubusercontent.com/05a36e43ea5c9b49813f311c4a6b076ef9b8c508a6d085bb84216af2112ffde3/68747470733a2f2f72656164746865646f63732e6f72672f70726f6a656374732f70796f642f62616467652f3f76657273696f6e3d6c6174657374" alt="Documentation status" data-canonical-src="https://readthedocs.org/projects/pyod/badge/?version=latest" style="max-width: 100%;"></a></p> <div align="center" dir="auto"> <a href="https://github.com/UFund-Me/Qbot"> <themed-picture data-catalyst-inline="true"><picture> <source media="(prefers-color-scheme: dark)" alt="Qbot" srcset="https://user-images.githubusercontent.com/29084184/204598632-23c473db-92ee-4e9b-9b57-d6d95c861fdf.png"> <img alt="Qbot" width="224" src="https://user-images.githubusercontent.com/29084184/204598632-23c473db-92ee-4e9b-9b57-d6d95c861fdf.png"> </picture></themed-picture> </a> <div dir="auto"> </div> <div align="center" dir="auto"> <b>Qbot website</b> <sup> <a href="https://ufund-me.github.io/Qbot/#/" rel="nofollow"> <i>HOT</i> </a> </sup> <b>Qbot platform</b> <sup> <a href="https://ufund-me.github.io/Qbot/quantstats/docs/tearsheet.html" rel="nofollow"> <i>TRY IT OUT</i> </a> </sup> </div> <div dir="auto"> </div> </div> <div align="center" dir="auto"> <p dir="auto">AI智能量化投研平台</p> </div> <blockquote> <p dir="auto"><b>Qbot</b> is an AI-oriented automated quantitative investment platform, which aims to realize the potential, empower AI technologies in quantitative investment. Qbot supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.</p> </blockquote> <p id="user-content-demo" dir="auto"> <a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/29084184/223608757-5808e23c-86e4-4b1b-8b03-e04c8f368f5c.gif"><img width="" alt="demo" src="https://user-images.githubusercontent.com/29084184/223608757-5808e23c-86e4-4b1b-8b03-e04c8f368f5c.gif" data-animated-image="" style="max-width: 100%;"></a> </p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="🤖 Qbot = 智能交易策略 + 回测系统 + 自动化量化交易 (+ 可视化分析工具) | | | | | | | \_ quantstats (dashboard\online operation) | | \______________ Qbot - vnpy, pytrader, pyfunds | \____________________________ BackTest - backtrader, easyquant \________________________________________ quant.ai - qlib, deep learning strategies"><pre class="notranslate"><code>🤖 Qbot = 智能交易策略 + 回测系统 + 自动化量化交易 (+ 可视化分析工具) | | | | | | | \_ quantstats (dashboard\online operation) | | \______________ Qbot - vnpy, pytrader, pyfunds | \____________________________ BackTest - backtrader, easyquant \________________________________________ quant.ai - qlib, deep learning strategies </code></pre></div> <br> <div align="center" dir="auto"> <p dir="auto">🎺 <b>号外</b>：Qbot微信小程序开发招募 <a href="https://github.com/UFund-Me/UFund-miniprogram">UFund-miniprogram</a></p> <p dir="auto"><b>不建议 fork 项目，本项目会持续更新，只 fork 看不到更新，建议 Star ⭐️ ~</b></p> <p dir="auto"><i>喜欢这个项目吗？请考虑<a href="#sponsors--support"> ❤️赞助</a> 本项目，以帮助改进！</i></p> </div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Quick Start</h2><a id="user-content-quick-start" class="anchor" aria-label="Permalink: Quick Start" href="#quick-start"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Qbot是一个免费的量化投研平台，提供从数据获取、交易策略开发、策略回测、模拟交易到最终实盘交易的全闭环流程。在实盘接入前，有股票、基金评测和策略回测，在模拟环境下做交易验证，近乎实盘的时延、滑点仿真。故，本平台提供GUI前端/客户端（部分功能也支持网页），后端做数据处理、交易调度，实现事件驱动的交易流程。对于策略研究部分，尤其强调机器学习、强化学习的AI策略，结合多因子模型提高收益比。</p> <p dir="auto">但本项目可能需要一点点python基础知识，有一点点交易经验，会更容易体会作者的初衷，解决当下产品空缺和广大散户朋友的交易痛点，现在直接免费开源出来！ 但本项目可能需要一点点python基础知识，有一点点交易经验，会更容易体会作者的初衷，解决当下产品空缺和广大散户朋友的交易痛点，现在直接免费开源出来！</p> <p dir="auto"><b>Qbot 目前仅在 python3.8 pyhont3.9 下测试过，其他版本未测试。</b></p> <p dir="auto"><<< 详细文档 <a href="/UFund-Me/Qbot/blob/main/docs/Install_guide.md">docs/Install_guide.md</a></p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="cd ~ # $HOME as workspace git clone https://github.com/UFund-Me/Qbot --depth 1 cd Qbot pip install -r dev/requirements.txt export PYTHONPATH=${PYTHONPATH}:$(pwd):$(pwd)/backend/multi-fact/mfm_learner python main.py #if run on Mac, please use 'pythonw main.py'"><pre><span class="pl-c1">cd</span> <span class="pl-k">~</span> <span class="pl-c"><span class="pl-c">#</span> $HOME as workspace</span> git clone https://github.com/UFund-Me/Qbot --depth 1 <span class="pl-c1">cd</span> Qbot pip install -r dev/requirements.txt <span class="pl-k">export</span> PYTHONPATH=<span class="pl-smi">${PYTHONPATH}</span>:<span class="pl-s"><span class="pl-pds">$(</span>pwd<span class="pl-pds">)</span></span>:<span class="pl-s"><span class="pl-pds">$(</span>pwd<span class="pl-pds">)</span></span>/backend/multi-fact/mfm_learner python main.py <span class="pl-c"><span class="pl-c">#</span>if run on Mac, please use 'pythonw main.py'</span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Highlights</h2><a id="user-content-highlights" class="anchor" aria-label="Permalink: Highlights" href="#highlights"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <tbody> <tr> <td colspan="3" rowspan="1"> <div dir="auto"> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">1. 模块化分层设计：数据层、策略层、交易引擎抽象设计</h2><a id="user-content-1-模块化分层设计数据层策略层交易引擎抽象设计" class="anchor" aria-label="Permalink: 1. 模块化分层设计：数据层、策略层、交易引擎抽象设计" href="#1-模块化分层设计数据层策略层交易引擎抽象设计"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">- 数据、策略中间表达，方便多种数据接口、交易接口接入，用户自定义策略和因子挖掘<br> - 支持多种交易对象：股票、基金、期货、虚拟货币</p> </div> </td> </tr> <tr> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/backtest_sample.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/backtest_sample.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/factor-express.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/factor-express.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/fund_strategy.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/fund_strategy.png" style="max-width: 100%;"></a> </div> </td> </tr> <tr> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/indicator_analyse.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/indicator_analyse.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/juejin_trade.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/juejin_trade.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/relationship_analyse.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/relationship_analyse.png" style="max-width: 100%;"></a> </div> </td> </tr> </tbody> </table></markdown-accessiblity-table> <markdown-accessiblity-table><table> <tbody> <tr> <td colspan="3" rowspan="1"> <div dir="auto"> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">2. 人工智能交易策略、自动化因子挖掘</h2><a id="user-content-2-人工智能交易策略自动化因子挖掘" class="anchor" aria-label="Permalink: 2. 人工智能交易策略、自动化因子挖掘" href="#2-人工智能交易策略自动化因子挖掘"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">机器学习、强化学习、深度学习策略开发，因子挖掘自动化workflow</p> </div> </td> </tr> <tr> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/model_zoo.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/model_zoo.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/multi-factors.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/multi-factors.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/indicator_list.png"><img width="330" src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/indicator_list.png" style="max-width: 100%;"></a> </div> </td> </tr> </tbody> </table></markdown-accessiblity-table> <markdown-accessiblity-table><table> <tbody> <tr> <td colspan="3" rowspan="1"> <div dir="auto"> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易</h2><a id="user-content-3-多种交易方式在线回测--模拟交易--实盘自动化交易" class="anchor" aria-label="Permalink: 3. 多种交易方式：在线回测 + 模拟交易 + 实盘自动化交易" href="#3-多种交易方式在线回测--模拟交易--实盘自动化交易"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">以策略研究为目标，提供多种交易方式验证策略和提高收益。</p> </div> </td> </tr> <tr> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/239670960-222de589-a61f-4c45-bc5f-49de3fc2a72e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.AvdqpCFVXZiaMeOUzDM3UZ9R5GU9SITPbxTo8s2Emls"><img width="330" src="https://private-user-images.githubusercontent.com/29084184/239670960-222de589-a61f-4c45-bc5f-49de3fc2a72e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.AvdqpCFVXZiaMeOUzDM3UZ9R5GU9SITPbxTo8s2Emls" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/29084184/221901048-bb1615fe-674f-40e8-b1e7-ba5db30a82a6.png"><img width="330" src="https://user-images.githubusercontent.com/29084184/221901048-bb1615fe-674f-40e8-b1e7-ba5db30a82a6.png" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/239671206-e96206ff-586a-4c6a-8f7a-cd578c8bdc43.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1P5FEJz80PbDhCo0YDv7os8iTyF_Yf-fE_-x_x-xq7g"><img width="330" src="https://private-user-images.githubusercontent.com/29084184/239671206-e96206ff-586a-4c6a-8f7a-cd578c8bdc43.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.1P5FEJz80PbDhCo0YDv7os8iTyF_Yf-fE_-x_x-xq7g" style="max-width: 100%;"></a> </div> </td> </tr> </tbody> </table></markdown-accessiblity-table> <markdown-accessiblity-table><table> <tbody> <tr> <td colspan="3" rowspan="1"> <div dir="auto"> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信</h2><a id="user-content-4-多种提示方式邮件--飞书--弹窗--微信" class="anchor" aria-label="Permalink: 4. 多种提示方式：邮件 + 飞书 + 弹窗 + 微信" href="#4-多种提示方式邮件--飞书--弹窗--微信"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">这是qbot的消息提示模块，多种方式提示交易信息：交易买卖信息、每日交易收益结果、股票每日推荐等。</p> </div> </td> </tr> <tr> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/239666768-aafff916-1945-4ae7-b836-60254ecacf76.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.O3k1Tsrg5OQRRm-RuQ25uHBpittS2TQLlRR4VAsZL4Y"><img width="330" src="https://private-user-images.githubusercontent.com/29084184/239666768-aafff916-1945-4ae7-b836-60254ecacf76.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NDMxOTUxNDIsIm5iZiI6MTc0MzE5NDg0MiwicGF0aCI6Ii8yOTA4NDE4NC8yMzk2NjY3NjgtYWFmZmY5MTYtMTk0NS00YWU3LWI4MzYtNjAyNTRlY2FjZjc2LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNTAzMjglMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjUwMzI4VDIwNDcyMlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPWE5NDQ5ZjEyNTdkZGQ5ODNkNjVkNThhZmYyNzU1ZjA5YmRmMGE1ZDExNmNkZDM0MjNmZTljZGU3ZWViNTFiZjQmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.O3k1Tsrg5OQRRm-RuQ25uHBpittS2TQLlRR4VAsZL4Y" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/239666736-a5cfadb5-8233-4307-ab79-6e0c0aca536d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.M6uRTLESx60ws1XuaszEy7EWEFl9FOtw2IuuHI_eQ24"><img width="220" src="https://private-user-images.githubusercontent.com/29084184/239666736-a5cfadb5-8233-4307-ab79-6e0c0aca536d.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.M6uRTLESx60ws1XuaszEy7EWEFl9FOtw2IuuHI_eQ24" style="max-width: 100%;"></a> </div> </td> <td> <div dir="auto"> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/239666786-beb5877b-e45e-45a8-afdb-1926ea2ea8a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.cIk4__sb7DWv6eJ2BwyP-aMDNT2ldU-mR8xDSoU_CnE"><img width="330" height="150%" src="https://private-user-images.githubusercontent.com/29084184/239666786-beb5877b-e45e-45a8-afdb-1926ea2ea8a1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.cIk4__sb7DWv6eJ2BwyP-aMDNT2ldU-mR8xDSoU_CnE" style="max-width: 100%;"></a> </div> </td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Strategy pool</h2><a id="user-content-strategy-pool" class="anchor" aria-label="Permalink: Strategy pool" href="#strategy-pool"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">通过Qbot 可以积木式完成策略编写、多因子挖掘，实现数据开发、因子开发、组合优化、交易执行的<a href="/UFund-Me/Qbot/blob/main/docs/01-%E6%96%B0%E6%89%8B%E6%8C%87%E5%BC%95/%E9%87%8F%E5%8C%96%E7%AD%96%E7%95%A5%E7%9A%84%E5%88%86%E7%B1%BB%E5%92%8C%E5%8E%9F%E7%90%86.md#1%E9%87%8F%E5%8C%96%E9%80%89%E8%82%A1%E7%AD%96%E7%95%A5">量化交易全流程</a>。</p> <p dir="auto"><b>如果说策略是量化的核心 ，那么因子就是策略的核心。</b>通过Qbot量化投研平台研究员可实现自动化因子挖掘，提取出具备预测能力的单因子，利用历史数据进行回测，如果回测结果显示该因子的预测能力达标，就提交到因子库。然后，对因子库里的因子进行有机组合，以形成预测模型，预测模型是整个量化策略的目标。</p> <p dir="auto">以下即为，数据指标单因子或组合因子和通过深度学习、机器学习、强化学习挖掘到的交易因子，然后通过组合优化算法实现趋势交易、风险策略、alpha策略、动量轮动等等交易策略。</p> <p dir="auto">策略库源代码路径：<a href="/UFund-Me/Qbot/blob/main/qbot/strategy">qbot/strategy</a></p> <div align="center" dir="auto"> <b>经典策略</b> </div> <markdown-accessiblity-table><table align="center"> <tbody> <tr align="center" valign="bottom"> <td> <b>交易对象</b> </td> <td> <b>选股</b> </td> <td> <b>择时</b> </td> <td> <b>风险控制 (组合、仓位管理)</b> </td> </tr> <tr valign="top"> <td> <b>股票/期货/虚拟货币</b> </td> <td> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/布林线均值回归.md">布林线均值回归 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market">移动均线+KDJ</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/bigger_than_ema_bt.py">简单移动均线</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/arbr_strategy.py">情绪指标ARBR</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/aroon_strategy.py">阿隆指标(趋势交易)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/lgb_strategy.py">LightGBM 预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/svm_strategy.py">SVM 预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/lstm_strategy_bt.py">LSTM时序预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/rl_strategy_bt.py">强化学习预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/q-learning.py">Q-Leaning预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/11_RandomForest">随机森林预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_departure_strategy.py">RSI背离策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/ssa_strategy_bt.py">麻雀优化算法SSA</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/stoch_rsi_strategy.py">随机相对强弱指数 StochRSI</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/小市值.md">小市值 ('2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/undervalued_stock_picking_strategy.py">市场低估值策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/量化策略-RSRS择时.md">RSRS择时</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/量化三-配对交易.md">配对交易</a></li> </ul> </td> <td> <li><b>传统指标（对应下方Qbot支持的指标 <a href="#交易指标因子">这里</a>）</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/布林线均值回归.md">布林线均值回归 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market">移动均线+KDJ</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/bigger_than_ema_bt.py">简单移动均线</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/klines_bt.py">双均线策略 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/arbr_strategy.py">情绪指标ARBR</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/aroon_strategy.py">阿隆指标(趋势交易)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/lgb_strategy.py">LightGBM 预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/svm_strategy.py">SVM 预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/lstm_strategy_bt.py">LSTM时序预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/rl_strategy_bt.py">强化学习预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/q-learning.py">Q-Leaning预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/11_RandomForest">随机森林预测</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_departure_strategy.py">RSI背离策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/ssa_strategy_bt.py">麻雀优化算法SSA</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/stoch_rsi_strategy.py">随机相对强弱指数 StochRSI</a></li> </ul> <li><b>因子组合</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/rsi_cci_strategy.py">RSI和CCI组合</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/adx_strategy.py">MACD和ADX指标</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/05.kdj_macd_in_A_market">MACD和KDJ指标</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/multi_strategy_bt.py">多因子交易</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/13.alphalens_factor_backtest">alphalens多因子交易</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/08.harami_in_A_market">多策略整合</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/notebook/Kurtosis Portfolio.ipynb">组合策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md">指数增强 ('2022)</a></li> </ul> <li><b>经典策略</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/多因子选股.md">多因子选股 ('2023)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md">指数增强 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/Alpha对冲.md">Alpha对冲 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/03-期货/网络交易.md">网格交易</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/03-期货/双均线策略.md">双均线策略 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/03-智能策略/拐点交易.md">拐点交易 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/03-智能策略">趋势交易</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/03-智能策略">海龟策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/03-智能策略">动态平衡策略</a></li> </ul> </td> <td> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/notebook/Kurtosis Portfolio.ipynb">Kurtosis Portfolio组合策略 ('2023)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/指数增强.md">指数增强 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/01-股票/Alpha对冲.md">Alpha对冲 ('2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/03-智能策略">动态平衡策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/multi_factor_strategy.py">多因子自动组合策略</a></li> </ul> </td> </tr><tr valign="top"> <td> <b>基金</b> </td> <td> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金/4433法则.md">4433法则 ('2022)</a></li> </ul> </td> <td> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金">对冲策略：指数型+债券型对冲</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金">组合策略：多因子组合配置</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金">组合策略：惠赢智能算法1</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金">组合策略：择时多策略</a></li> <li><a href="/UFund-Me/Qbot/blob/main/docs/02-经典策略/02-基金">组合策略：智赢多因子1</a></li> </ul> </td> <td> <b>同上</b> </td> </tr> </tbody> </table></markdown-accessiblity-table> <div align="center" dir="auto"> <b>智能策略</b> </div> <markdown-accessiblity-table><table align="center"> <tbody> <tr align="center" valign="middle"> <td> <b>GBDT</b> </td> <td> <b>RNN</b> </td> <td> <b>Reinforcement Learning</b> </td> <td> <b>🔥 Transformer</b> </td> <td> <b>🔥 LLM</b> </td> </tr> <tr valign="top"> <td> <li><b>GBDT</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/XGBoost">XGBoost (KDD'2016)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/LightGBM">LightGBM (NIPS'2017)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/CatBoost">Catboost (NIPS'2018)</a></li> </ul> <li><b>BOOST</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/DoubleEnsemble">DoubleEnsemble (ICDM'2020)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TabNet">TabNet (ECCV'2022)</a></li> </ul> <li><b>LR</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Linear"> Line Regression ('2020)</a></li> </ul> </td> <td> <li><b>CNN</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/MLP">MLP (CVPRW'2020)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/GRU">GRU (ICCVW'2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks">ImVoxelNet (WACV'2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TabNet">TabNet (AAAI'2019)</a></li> </ul> <li><b>RNN</b></li> <ul dir="auto"> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/LSTM">LSTM (Neural Computation'2017)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ALSTM">ALSTM (IJCAI'2022)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ADARNN">ADARNN (KDD'2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/ADD">ADD (CoRL'2020)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/KRNN">KRNN ()</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Sandwich">Sandwich ()</a></li> </ul> </td> <td> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TFT">TFT (IJoF'2019)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/GATs">GATs (NIPS'2017)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/SFM">SFM (KDD'2017)</a></li> </td> <td> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Transformer">Transformer (NeurIPS'2017)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TCTS">TCTS (ICML'2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TRA">TRA (KDD'2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/TCN">TCN (KDD'2018)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/IGMTF">IGMTF (KDD'2021)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/HIST">HIST (KDD'2018)</a></li> <li><a href="/UFund-Me/Qbot/blob/main/qbot/strategy/benchmarks/Localformer">Localformer ('2021)</a></li> </td> <td> <li><a href="https://chat-gpt-next-web-five-puce-64.vercel.app/" rel="nofollow">ChatGPT</a></li> <li><a href="https://github.com/UFund-Me/FinGPT">FinGPT</a></li> </td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Benchmark and Model zoo</h3><a id="user-content-benchmark-and-model-zoo" class="anchor" aria-label="Permalink: Benchmark and Model zoo" href="#benchmark-and-model-zoo"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Results and models are available in the <a href="/UFund-Me/Qbot/blob/main/docs/03-%E6%99%BA%E8%83%BD%E7%AD%96%E7%95%A5/model_zoo.md">model zoo</a>. AI strategies is shown at <a href="/UFund-Me/Qbot/blob/main/pytrader/strategies">here</a>, local run <code>python backend/pytrader/strategies/workflow_by_code.py</code>, also provide <a href="https://mybinder.org/v2/gh/UFund-Me/Qbot/blob/main/backend/pytrader/strategies/workflow_by_code.ipynb/HEAD" rel="nofollow"><img src="https://camo.githubusercontent.com/7861126a7eb56440456a50288331e87b9604edbaa125354195637561fd400014/68747470733a2f2f6d7962696e6465722e6f72672f62616467655f6c6f676f2e737667" alt="Binder" data-canonical-src="https://mybinder.org/badge_logo.svg" style="max-width: 100%;"></a></p> <details><summary><em><b>👉 点击展开查看具体AI模型benchmark结果</b></em></summary> <markdown-accessiblity-table><table> <thead> <tr> <th align="center"></th> <th align="center">status</th> <th align="center">benchmark</th> <th align="center">framework</th> <th align="center">DGCNN</th> <th align="center">RegNetX</th> <th align="center">addition</th> <th align="center">arXiv</th> </tr> </thead> <tbody> <tr> <td align="center">GBDT</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">XGBoost</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Tianqi Chen, et al. KDD 2016</td> <td align="center">✗</td> </tr> <tr> <td align="center">GBDT</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">LightGBM</td> <td align="center">✗</td> <td align="center">✓</td> <td align="center">Guolin Ke, et al. NIPS 2017</td> <td align="center">✗</td> </tr> <tr> <td align="center">GBDT</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Catboost</td> <td align="center">✗</td> <td align="center">✓</td> <td align="center">Liudmila Prokhorenkova, et al. NIPS 2018</td> <td align="center">✗</td> </tr> <tr> <td align="center">MLP</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">--</td> <td align="center">✗</td> </tr> <tr> <td align="center">LSTM</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Sepp Hochreiter, et al. Neural computation 1997</td> <td align="center">✗</td> </tr> <tr> <td align="center">LightGBM</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">--</td> <td align="center">✗</td> </tr> <tr> <td align="center">GRU</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Kyunghyun Cho, et al. 2014</td> <td align="center">✗</td> </tr> <tr> <td align="center">ALSTM</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Yao Qin, et al. IJCAI 2017</td> <td align="center">✗</td> </tr> <tr> <td align="center">GATs</td> <td align="center">✗</td> <td align="center">✓</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Petar Velickovic, et al. 2017</td> <td align="center">✗</td> </tr> <tr> <td align="center">SFM</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Liheng Zhang, et al. KDD 2017</td> <td align="center">✗</td> </tr> <tr> <td align="center">TFT</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">tensorflow</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Bryan Lim, et al. International Journal of Forecasting 2019</td> <td align="center">✗</td> </tr> <tr> <td align="center">TabNet</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Sercan O. Arik, et al. AAAI 2019</td> <td align="center">✗</td> </tr> <tr> <td align="center">DoubleEnsemble</td> <td align="center">✓</td> <td align="center">✓</td> <td align="center">LightGBM</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Chuheng Zhang, et al. ICDM 2020</td> <td align="center">✗</td> </tr> <tr> <td align="center">TCTS</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Xueqing Wu, et al. ICML 2021</td> <td align="center">✗</td> </tr> <tr> <td align="center">Transformer</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Ashish Vaswani, et al. NeurIPS 2017</td> <td align="center">✗</td> </tr> <tr> <td align="center">Localformer</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Juyong Jiang, et al.</td> <td align="center">✗</td> </tr> <tr> <td align="center">TRA</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Hengxu, Dong, et al. KDD 2021</td> <td align="center">✗</td> </tr> <tr> <td align="center">TCN</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Shaojie Bai, et al. 2018</td> <td align="center">✗</td> </tr> <tr> <td align="center">ADARNN</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">YunTao Du, et al. 2021</td> <td align="center">✗</td> </tr> <tr> <td align="center">ADD</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Hongshun Tang, et al.2020</td> <td align="center">✗</td> </tr> <tr> <td align="center">IGMTF</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Wentao Xu, et al.2021</td> <td align="center">✗</td> </tr> <tr> <td align="center">HIST</td> <td align="center">✓</td> <td align="center">✗</td> <td align="center">pytorch</td> <td align="center">✗</td> <td align="center">✗</td> <td align="center">Wentao Xu, et al.2021</td> <td align="center">✗</td> </tr> </tbody> </table></markdown-accessiblity-table> <p dir="auto"><sup><strong>Note:</strong> All the about <strong>300+ models, methods of 40+ papers</strong> in quant.ai supported by <a href="/UFund-Me/Qbot/blob/main/docs/03-%E6%99%BA%E8%83%BD%E7%AD%96%E7%95%A5/model_zoo.md">Model Zoo</a> can be trained or used in this codebase.</sup></p> </details> <br> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">交易指标/因子</h3><a id="user-content-交易指标因子" class="anchor" aria-label="Permalink: 交易指标/因子" href="#交易指标因子"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">包含但不限于alpha-101、alpha-191，以及基于deap实现的因子自动生成算法。</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="EMA(简单移动均线) MACD(指数平滑异同平均线) KDJ(随机指标) RSRS(阻力支撑相对强度) RSI(相对强弱指标) StochRSI(随机相对强弱指数) BIAS(乖离率) BOLL(布林线指标) OBV(能量潮) SAR(抛物转向) VOL(成交量) PSY(心理线) ARBR(人气和意愿指标) CR(带状能力线) BBI(多空指标) EMV(简易波动指标) TRIX(三重指数平滑移动平均指标) DMA(平均线差) DMI(趋向指标) CCI(顺势指标) ROC(变动速率指标, 威廉指标) ENE(轨道线) # 轨道线（ENE）由上轨线(UPPER)和下轨线(LOWER)及中轨线(ENE)组成， # 轨道线的优势在于其不仅具有趋势轨道的研判分析作用，也可以敏锐的觉察股价运行过程中方向的改变 SKDJ(慢速随机指标) LWR(慢速威廉指标) # 趋势判断指标 市盈率 市净率 主力意愿(收费) 买卖差(收费) 散户线(收费) 分时博弈(收费) 买卖力道(收费) 行情趋势(收费) MTM(动量轮动指标)(收费) MACD智能参数(收费) KDJ智能参数(收费) RSI智能参数(收费) WR智能参数(收费) Qbot智能预测(收费) Qbot买卖强弱指标(收费)"><pre class="notranslate"><code>EMA(简单移动均线) MACD(指数平滑异同平均线) KDJ(随机指标) RSRS(阻力支撑相对强度) RSI(相对强弱指标) StochRSI(随机相对强弱指数) BIAS(乖离率) BOLL(布林线指标) OBV(能量潮) SAR(抛物转向) VOL(成交量) PSY(心理线) ARBR(人气和意愿指标) CR(带状能力线) BBI(多空指标) EMV(简易波动指标) TRIX(三重指数平滑移动平均指标) DMA(平均线差) DMI(趋向指标) CCI(顺势指标) ROC(变动速率指标, 威廉指标) ENE(轨道线) # 轨道线（ENE）由上轨线(UPPER)和下轨线(LOWER)及中轨线(ENE)组成， # 轨道线的优势在于其不仅具有趋势轨道的研判分析作用，也可以敏锐的觉察股价运行过程中方向的改变 SKDJ(慢速随机指标) LWR(慢速威廉指标) # 趋势判断指标 市盈率 市净率 主力意愿(收费) 买卖差(收费) 散户线(收费) 分时博弈(收费) 买卖力道(收费) 行情趋势(收费) MTM(动量轮动指标)(收费) MACD智能参数(收费) KDJ智能参数(收费) RSI智能参数(收费) WR智能参数(收费) Qbot智能预测(收费) Qbot买卖强弱指标(收费) </code></pre></div> <br> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">支持的实盘交易接口</h2><a id="user-content-支持的实盘交易接口" class="anchor" aria-label="Permalink: 支持的实盘交易接口" href="#支持的实盘交易接口"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/statics/imgs/qbot_tradeplatform.png"><img src="/UFund-Me/Qbot/raw/main/docs/statics/imgs/qbot_tradeplatform.png" style="max-width: 100%;"></a></p> <hr> <p dir="auto"><a href="/UFund-Me/Qbot/blob/main/qbot/engine/trade/engine_apis/venv/README.md">证券平台账号开通</a></p> <p dir="auto">低费率开户：股票万0.854免五, ETF万0.4, 可转债万0.4 没有资金门槛。关注公众号可开户</p> <p dir="auto">另外提供开通券商量化交易接口，支持python编写实盘交易</p> <p dir="auto">支持股票券商</p> <ul dir="auto"> <li>海通客户端(海通网上交易系统独立委托)</li> <li>华泰客户端(网上交易系统（专业版Ⅱ）)</li> <li>国金客户端(全能行证券交易终端PC版)</li> <li>其他券商通用同花顺客户端(需要手动登陆)</li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto"><b>开通方式<b>：微信Yida_Zhang2 (注明：开户)</b></b></h2><a id="user-content-开通方式微信yida_zhang2-注明开户" class="anchor" aria-label="Permalink: 开通方式：微信Yida_Zhang2 (注明：开户)" href="#开通方式微信yida_zhang2-注明开户"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div><b><b> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">实盘交易接口</h3><a id="user-content-实盘交易接口" class="anchor" aria-label="Permalink: 实盘交易接口" href="#实盘交易接口"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <blockquote> <p dir="auto">欢迎更多交易所、柜台开放交易api</p> </blockquote> <ul dir="auto"> <li>期货 <ul dir="auto"> <li>CTP</li> <li>CTPMini</li> <li>飞马Femas</li> <li>艾克朗科（仅组播行情）</li> <li>易达</li> </ul> </li> <li>期权 <ul dir="auto"> <li>CTPOpt</li> <li>金证期权maOpt</li> <li>QWIN二开</li> </ul> </li> <li>股票 <ul dir="auto"> <li>中泰XTP</li> <li>中泰XTPXAlgo</li> <li>华鑫奇点</li> <li>华锐ATP</li> <li>宽睿OES</li> <li>同花顺</li> <li>东方财富</li> <li>华泰证券</li> <li>国泰君安</li> <li>中汇亿达</li> <li>恒生UFT</li> <li>掘金</li> <li>顶点飞创</li> <li>华鑫奇点</li> <li>通达信</li> </ul> </li> <li>虚拟货币/数字货币 <ul dir="auto"> <li>欧易OKEX</li> <li>币安Bianace</li> <li>火币Huobi</li> </ul> </li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">仿真交易接口/平台</h3><a id="user-content-仿真交易接口平台" class="anchor" aria-label="Permalink: 仿真交易接口/平台" href="#仿真交易接口平台"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <thead> <tr> <th>API</th> <th>交易类型</th> <th>操作系统</th> </tr> </thead> <tbody> <tr> <td>qbot_pro</td> <td>股票、期货、基金、虚拟货币</td> <td>Win、Linux、Mac</td> </tr> <tr> <td><a href="https://sim.myquant.cn/sim/help/#%E4%B8%8B%E8%BD%BD%E4%BA%A4%E6%98%93sdk" rel="nofollow">掘金仿真</a></td> <td>股票、基金、期货</td> <td>Win、Linux、Mac</td> </tr> <tr> <td>极星量化</td> <td>期货</td> <td>Win、Mac</td> </tr> <tr> <td>WonderTrader</td> <td>股票、期货</td> <td>Win、Linux</td> </tr> <tr> <td>TradingView</td> <td>虚拟货币</td> <td>Win、Linux、Mac</td> </tr> <tr> <td>欧易OKEX、币安 Binance 、火币huobi</td> <td>虚拟货币</td> <td>Win、Linux、Mac</td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">加密货币交易所注册推荐码</h2><a id="user-content-加密货币交易所注册推荐码" class="anchor" aria-label="Permalink: 加密货币交易所注册推荐码" href="#加密货币交易所注册推荐码"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li> <p dir="auto">OKEX 交易所注册推荐码, 手续费返佣 <strong>20%</strong></p> <ul dir="auto"> <li><a href="https://www.cnouyi.social/join/57246734" rel="nofollow">https://www.cnouyi.social/join/57246734</a></li> </ul> </li> <li> <p dir="auto">币安交易所注册推荐码, 手续费返佣 <strong>10%</strong></p> <ul dir="auto"> <li><a href="https://accounts.binance.com/register?ref=130173909" rel="nofollow">https://accounts.binance.com/register?ref=130173909</a></li> </ul> </li> <li> <p dir="auto">火币交易所注册推荐码, 手续费返佣 <strong>15%</strong> (推荐)</p> <ul dir="auto"> <li><a href="https://www.htx.com/invite/zh-cn/1f?invite_code=wr938223" rel="nofollow">https://www.htx.com/invite/zh-cn/1f?invite_code=wr938223</a></li> </ul> </li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">为什么选择币安交易所</h3><a id="user-content-为什么选择币安交易所" class="anchor" aria-label="Permalink: 为什么选择币安交易所" href="#为什么选择币安交易所"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">交易的手续费看起来很少，但是随着交易次数逐步增多，手续费也是一笔不小的开支。 所以我选择了币安，手续费低的大平台交易所</p> <blockquote> <p dir="auto">火币手续费 Maker 0.2% Taker 0.2%</p> </blockquote> <blockquote> <p dir="auto">币安手续费 Maker 0.1% Taker 0.1% （加上BNB家持手续费低至0.075%）</p> </blockquote> <p dir="auto">如果你还没有币安账号：<a href="https://accounts.binance.com/en-NG/register?ref=130173909" rel="nofollow">注册页面</a>（通过链接注册，享受交易返现优惠政策）</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">开源共创、社区共建</h2><a id="user-content-开源共创社区共建" class="anchor" aria-label="Permalink: 开源共创、社区共建" href="#开源共创社区共建"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">首先，感谢自今年5月份开源以来收到广大用户的关注！我们在基础版本中开放了很多传统量化策略、深度学习、强化学习等人工智能策略和多因子库，为此，我们发起《Qbot人工智能量化交易社区共建计划》。采取以下两种方式共建共赢：</p> <ol dir="auto"> <li>内容共建：</li> </ol> <ul dir="auto"> <li>在我们免费提供的<b>人工智能交易策略</b>基础上，提高SOTA指标，然后以个人所有权提交Qbot量化交易社区，作为一种策略服务提供给更多人，获取收益；</li> <li>在我们免费提供的<b>上千个交易因子</b>基础上，应用交易因子完成策略回测、模拟交易，对交易结果好的可作为一种交易策略服务提供给更多人，获取收益；</li> </ul> <ol start="2" dir="auto"> <li>代码贡献：</li> </ol> <ul dir="auto"> <li>参与本代码仓库程序设计与实现，多提交PR合并后可免费加入知识星球；</li> <li>贡献榜单前10名可获得一年免费使用权，前3名可获得qbot进阶版终身免费使用权；</li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Qbot 版本说明</h2><a id="user-content-qbot-版本说明" class="anchor" aria-label="Permalink: Qbot 版本说明" href="#qbot-版本说明"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <thead> <tr> <th>版本介绍</th> <th>说明</th> <th>产品与服务</th> <th>适合人群</th> </tr> </thead> <tbody> <tr> <td>public（开源版）</td> <td>当前开源仓库</td> <td>- 开源代码可自行学习，提供整个框架的闭环搭建，实现数据的获取、策略开发、指标分析等功能</td> <td>对量化交易感兴趣的开发者、产品经理</td> </tr> <tr> <td>pro(专业版)</td> <td>专业付费版（年费，更新代码）</td> <td><br>- 量化交易智库（研报复现、前沿策略探索、投研资讯））<br>- qbot_pro 包含基础版本的所有功能，并且实现AI选股、数据获取清洗、策略开发、策略回测、模拟交易、实盘自动化交易全流程闭环<br>- 封装好的接口示例、系统源码开发示例<br>- 易于开发的策略模板和因子表达式<br>- 分层架构设计，数据、策略(回测、实盘交易)中间表达。<br>- 社群答疑服务<br>- 遵循《署名-非商业性使用-相同方式共享》开放协议的其他非商业用途的二次开发<br></td> <td><br>- 个人量化交易员、证券交易从业者<br>- 希望快速学习量化并在股票、基金、虚拟货币实现量化交易的<br></td> </tr> <tr> <td>vip </td> <td>1对1的会员专项服务（年费，每年更新代码）</td> <td><br><br>- 最新的量化交易系统，包含基础版本和专业版的所有软件功能 <br>- 提供封装好的基金、股票、期货、及现货和合约量化接口 （支持Binance现货、合约） <br>- 多个智能量化策略示例 <br>- 远程技术支持和服务 <br></td> <td><br>- 量化交易员<br>- 希望快速学习量化并在相关市场实现量化交易的<br>- 定制相关市场接口<br></td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-alert markdown-alert-tip" dir="auto"><p class="markdown-alert-title" dir="auto"><svg class="octicon octicon-light-bulb mr-2" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="M8 1.5c-2.363 0-4 1.69-4 3.75 0 .984.424 1.625.984 2.304l.214.253c.223.264.47.556.673.848.284.411.537.896.621 1.49a.75.75 0 0 1-1.484.211c-.04-.282-.163-.547-.37-.847a8.456 8.456 0 0 0-.542-.68c-.084-.1-.173-.205-.268-.32C3.201 7.75 2.5 6.766 2.5 5.25 2.5 2.31 4.863 0 8 0s5.5 2.31 5.5 5.25c0 1.516-.701 2.5-1.328 3.259-.095.115-.184.22-.268.319-.207.245-.383.453-.541.681-.208.3-.33.565-.37.847a.751.751 0 0 1-1.485-.212c.084-.593.337-1.078.621-1.489.203-.292.45-.584.673-.848.075-.088.147-.173.213-.253.561-.679.985-1.32.985-2.304 0-2.06-1.637-3.75-4-3.75ZM5.75 12h4.5a.75.75 0 0 1 0 1.5h-4.5a.75.75 0 0 1 0-1.5ZM6 15.25a.75.75 0 0 1 .75-.75h2.5a.75.75 0 0 1 0 1.5h-2.5a.75.75 0 0 1-.75-.75Z"></path></svg>Tip</p><p dir="auto">相关软件版本付费及更多信息、答疑解惑，添加微信 Yida_Zhang2</p> </div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">策略原理及源码分析</h2><a id="user-content-策略原理及源码分析" class="anchor" aria-label="Permalink: 策略原理及源码分析" href="#策略原理及源码分析"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">本项目编写了详细的策略原理说明和平台搭建到使用的详细文档，尤其适合量化小白。欢迎加群交流！</p> <p dir="auto"><a href="https://ufund-me.github.io/Qbot/#/" rel="nofollow">在线文档</a> | <a href="https://ufund-me.github.io/Qbot/#/04-%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98/FQA" rel="nofollow">❓ 常见问题</a> | <a href="/UFund-Me/Qbot/blob/main/backend/pytrader/strategies/notebook">Jupyter Notebook</a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Quantstats Report</h2><a id="user-content-quantstats-report" class="anchor" aria-label="Permalink: Quantstats Report" href="#quantstats-report"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/29084184/207054856-44d1815b-f92f-40a7-b82e-e4a6b3960f2f.png"><img src="https://user-images.githubusercontent.com/29084184/207054856-44d1815b-f92f-40a7-b82e-e4a6b3960f2f.png" alt="Quantstats Report" style="max-width: 100%;"></a></p> <p dir="auto">Click <a href="/UFund-Me/Qbot/blob/main/backend/quantstats#visualize-stock-performance">HERE</a> to more detail.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Some strategy backtest results:</h3><a id="user-content-some-strategy-backtest-results" class="anchor" aria-label="Permalink: Some strategy backtest results:" href="#some-strategy-backtest-results"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <blockquote> <p dir="auto">声明：别轻易用于实盘，市场有风险，投资需谨慎。</p> </blockquote> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="symbol：华正新材(603186) Starting Portfolio Value: 10000.00 Startdate=datetime.datetime(2010, 1, 1), Enddate=datetime.datetime(2020, 4, 21), # 设置佣金为0.001, 除以100去掉%号 cerebro.broker.setcommission(commission=0.001)"><pre class="notranslate"><code>symbol：华正新材(603186) Starting Portfolio Value: 10000.00 Startdate=datetime.datetime(2010, 1, 1), Enddate=datetime.datetime(2020, 4, 21), # 设置佣金为0.001, 除以100去掉%号 cerebro.broker.setcommission(commission=0.001) </code></pre></div> <p dir="auto">A股回测MACD策略:</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/02.easy_macd_strategy/Figure_macd.png"><img src="/UFund-Me/Qbot/raw/main/docs/tutorials_code/02.easy_macd_strategy/Figure_macd.png" alt="MACD" style="max-width: 100%;"></a></p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/238810398-dfef65ba-0d32-4f5f-b413-d6ec02fc700e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.n4c8Hpatb-63QhVxxFi6G639fMMS2SkoqGXvy34dLSc"><img src="https://private-user-images.githubusercontent.com/29084184/238810398-dfef65ba-0d32-4f5f-b413-d6ec02fc700e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.n4c8Hpatb-63QhVxxFi6G639fMMS2SkoqGXvy34dLSc" alt="image" style="max-width: 100%;"></a></p> <p dir="auto">👉 点击<a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/02.easy_macd_strategy/macd.py">查看</a>源码</p> <p dir="auto">A股回测KDJ策略:</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj.png"><img src="/UFund-Me/Qbot/raw/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj.png" alt="KDJ" style="max-width: 100%;"></a></p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/238809828-ef8e945b-59d6-4220-87e3-08ec1196cc2c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NDMxOTUxNDIsIm5iZiI6MTc0MzE5NDg0MiwicGF0aCI6Ii8yOTA4NDE4NC8yMzg4MDk4MjgtZWY4ZTk0NWItNTlkNi00MjIwLTg3ZTMtMDhlYzExOTZjYzJjLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNTAzMjglMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjUwMzI4VDIwNDcyMlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTY5YjA1OTBkYzExZDU3MTVmZjBlN2VkYThiODA5MTgyZGE1YmNiYTBhNTk3YmEzNWQ2ZTNhYjc1NDhmODhlYTUmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.pu2Ne2QTTYbCn0Bfz1HVih9H0fNKvvT-y3NJYUGT2BY"><img src="https://private-user-images.githubusercontent.com/29084184/238809828-ef8e945b-59d6-4220-87e3-08ec1196cc2c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.pu2Ne2QTTYbCn0Bfz1HVih9H0fNKvvT-y3NJYUGT2BY" alt="image" style="max-width: 100%;"></a></p> <p dir="auto">👉 点击<a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/kdj.py">查看</a>源码</p> <p dir="auto">A股回测 KDJ+MACD 策略:</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj_with_macd.png"><img src="/UFund-Me/Qbot/raw/main/docs/tutorials_code/04.kdj_with_macd/Figure_kdj_with_macd.png" alt="KDJ with MACD" style="max-width: 100%;"></a></p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/238809879-67338ec5-a6b1-4aa7-9792-1a2c61f353da.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.8sl0mjdavfAa4aCmITh03nute-7xxIJgwttDcptbmQc"><img src="https://private-user-images.githubusercontent.com/29084184/238809879-67338ec5-a6b1-4aa7-9792-1a2c61f353da.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.8sl0mjdavfAa4aCmITh03nute-7xxIJgwttDcptbmQc" alt="image" style="max-width: 100%;"></a></p> <p dir="auto">👉 点击<a href="/UFund-Me/Qbot/blob/main/docs/tutorials_code/04.kdj_with_macd/kdj_macd.py">查看</a>源码</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">TODO</h2><a id="user-content-todo" class="anchor" aria-label="Permalink: TODO" href="#todo"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">👆 右上角点击 <a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172"><img src="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172" data-canonical-src="https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social&label=Star" style="max-width: 100%;"></a> 告诉我，你希望这个项目继续加速开发迭代<a href="https://github.com/sponsors/Charmve"> ❤️ & ☕️</a></p> <ul class="contains-task-list"> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox" checked=""> 把策略回测整合在一个上位机中，包括：选基、选股策略、交易策略，模拟交易，实盘交易</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 很多策略需要做回测验证；</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 本项目由前后端支持，有上位机app支持，但目前框架还比较乱，需要做调整；</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 各种策略需要抽象设计，支持统一调用；</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 增强数据获取的实时性，每秒数据，降低延迟；</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 在线文档的完善，目前主要几个部分：新手使用指引、经典策略原理和源码、智能策略原理和源码、常见问题等；</li> <li class="task-list-item"><input type="checkbox" id="" disabled="" class="task-list-item-checkbox"> 新的feature开发，欢迎在<a href="https://github.com/UFund-Me/Qbot/issues/">issues</a>交流；</li> </ul> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">No-code operation</h3><a id="user-content-no-code-operation" class="anchor" aria-label="Permalink: No-code operation" href="#no-code-operation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a target="_blank" rel="noopener noreferrer nofollow" href="https://user-images.githubusercontent.com/29084184/221900050-2275a6e2-5c9b-4b81-84e5-0087e8fb58ec.png"><img width="" alt="dagster" src="https://user-images.githubusercontent.com/29084184/221900050-2275a6e2-5c9b-4b81-84e5-0087e8fb58ec.png" style="max-width: 100%;"></a> <p dir="auto">体验下来，dagster是很适合金融数据采集、处理，还有机器学习的场景。当然这里的场景更偏向于“批处理”，“定时任务”的处理与编排。</p> <div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="cd plugins/dagster dagster-daemon run & dagit -h 0.0.0.0 -p 3000"><pre class="notranslate"><code>cd plugins/dagster dagster-daemon run & dagit -h 0.0.0.0 -p 3000 </code></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Contributing</h2><a id="user-content-contributing" class="anchor" aria-label="Permalink: Contributing" href="#contributing"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">We appreciate all contributions to improve Qbot. Please refer to <a href="/UFund-Me/Qbot/blob/main/.github/CONTRIBUTING.md">CONTRIBUTING.md</a> for the contributing guideline.</p> <markdown-accessiblity-table><table> <tbody><tr> <td align="center"> <a href="https://github.com/Charmve"> <img src="https://avatars.githubusercontent.com/u/29084184?v=4" width="100px;" height="100px;" alt="" style="max-width: 100%;"> <div dir="auto"><sub><b>Charmve</b></sub></div> </a> </td> </tr> </tbody></table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🍮 Community</h2><a id="user-content--community" class="anchor" aria-label="Permalink: 🍮 Community" href="#-community"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li> <p dir="auto">Github <a href="https://github.com/UFund-Me/Qbot/discussions">discussions 💬</a> or <a href="https://github.com/UFund-Me/Qbot/issues">issues 💭</a></p> </li> <li> <p dir="auto">微信: Yida_Zhang2</p> </li> <li> <p dir="auto">Email: yidazhang1#gmail.com</p> </li> <li> <p dir="auto">知乎/小红书：<a href="https://www.zhihu.com/people/MaiweiE-com" rel="nofollow">@Charmve</a> | <a href="https://www.xiaohongshu.com/user/profile/5f0a6ef9000000000100104a?xhsshare=CopyLink&appuid=5f0a6ef9000000000100104a&apptime=1725162795&share_id=2e375d139cbb494eba7f42de4cf15bae" rel="nofollow">@Charmve</a></p> </li> </ul> <br> <ul dir="auto"> <li>知识星球：AI量化投研实验室 （加我微信，邀请） <ul dir="auto"> <li>本星球为VIP付费社群，对于购买Pro版本的用户，可免费加入。拓展人脉，及时获取研报和论文解读与源代码实现，多种投顾服务。</li> </ul> </li> </ul> <br> <markdown-accessiblity-table><table> <tbody> <tr> <td width="33%"> <div dir="auto"> <a href="https://github.com/UFund-Me/.github/assets/29084184/c8782e38-be7d-4839-bad0-6736bfb9ab9e"><img width="320" alt="添加个人微信" src="/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/wechat.png" style="max-width: 100%;"></a> <br>个人微信 </div> </td> <td width="33%"> <div dir="auto"> <a href="https://github.com/UFund-Me/.github/assets/29084184/712a460f-a264-4f16-a7b8-c990106ec624"><img width="318" alt="加入微信交流群" src="https://private-user-images.githubusercontent.com/29084184/241985226-c81a0983-b5c4-43b5-acb5-3bd98010f7e3.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.lGCg-iwEFx87c_zU5L3nzJCggqEpFoVdoZzaY1kyZ0k" secured-asset-link="" style="max-width: 100%;"></a> <br>Qbot用户微信交流群 </div> </td> <td width="33%"> <div dir="auto"> <a href="https://github.com/UFund-Me/.github/assets/29084184/9d3983ff-ece8-4f99-8579-94234987dcf2"><img height="320" alt="加入知识星球（付费）" src="/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/zsxq.png" style="max-width: 100%;"></a> <br> <sup>AI量化交易策略分享、实盘交易教程、实时数据接口</sup> <br>知识星球（付费） </div> </td> </tr> </tbody> </table></markdown-accessiblity-table> <p dir="auto">若二维码因 Github 网络无法打开，请点击<a href="https://charmve.github.io/img/contact-card.png" rel="nofollow">二维码</a>直接打开图片。</p> <br> <markdown-accessiblity-table><table align="center"><tbody> <tr> <td colspan="2" rowspan="1"> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! </h4><a id="user-content--本项目刚上线就收到了两次github官方趋势榜top5top1好成绩-" class="anchor" aria-label="Permalink: 🎉 本项目刚上线就收到了两次GitHub官方趋势榜Top5、Top1好成绩! " href="#-本项目刚上线就收到了两次github官方趋势榜top5top1好成绩-"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">现对于转发本项目到朋友圈或100人以上微信群等，可获得<b>知识星球价值20元的 🎫优惠券 一张</b>, 限时10张。</p> </td> </tr> <tr> <td colspan="1" rowspan="5"> <div align="center" dir="auto"> <a href="https://github.com/UFund-Me/Qbot"><img src="https://camo.githubusercontent.com/8d82047c86c5c4af3bdb57fb418cbbfb45b8b5ea9e2fb26871dbd84592df3698/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2df09f92ae2025323051626f742d7265642e737667" alt="Qbot" title="Qbot" data-canonical-src="https://img.shields.io/badge/-💮 %20Qbot-red.svg" style="max-width: 100%;"></a> <a target="_blank" rel="noopener noreferrer nofollow" href="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172"><img src="https://camo.githubusercontent.com/3550202fa10655a7956b154fb6ea95fbfd98fffe109fd0d681b6aec95c08f742/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f73746172732f5546756e642d4d652f51626f742e7376673f7374796c653d736f6369616c266c6162656c3d53746172" data-canonical-src="https://img.shields.io/github/stars/UFund-Me/Qbot.svg?style=social&label=Star" style="max-width: 100%;"></a> <a href="https://raw.githubusercontent.com/UFund-Me/Qbot/main/gui/imgs/wechat.png" rel="nofollow"><img src="https://camo.githubusercontent.com/5ba6f38f87dbdfa47c5acf0ea1fd5a7c621ce91c23ceec3948919c83f84ceeb8/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d5765436861742d6c69676874677265656e2e7376673f6c6f676f3d576543686174" data-canonical-src="https://img.shields.io/badge/-WeChat-lightgreen.svg?logo=WeChat" style="max-width: 100%;"></a> <p dir="auto">🔥Among the <a href="https://github.com/topics/quant-trade">top 10</a> Quant & Trade repos on GitHub</p> </div> <ul dir="auto"> 主要包含两部分：在本项目的基础下， <li>增加更多策略研究，包含回测源码（请先学会有本项目中的策略库）；</li> <li>增加实盘接入方式的源代码；</li> <li>策略交流，AI投研实验室MeetUp线上/线下活动（对于基础薄弱的同学，欢迎进微信群答疑）</li> <li>最近较为受欢迎的一个福利点：AI选股推荐列表邮件订阅，这有个样例 <a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1747919482" data-permission-text="Title is private" data-url="https://github.com/UFund-Me/Qbot/issues/37" data-hovercard-type="issue" data-hovercard-url="/UFund-Me/Qbot/issues/37/hovercard" href="https://github.com/UFund-Me/Qbot/issues/37">#37</a></li> </ul> </td> <td> <a target="_blank" rel="noopener noreferrer" href="https://private-user-images.githubusercontent.com/29084184/244399070-bb5ec619-887a-4ba7-a9d7-9e8b083bbb1a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4myQnt1xgOqE4qLB0XW1JXBEr56gzVTPAfojJaZEI9w"><img align="center" src="https://private-user-images.githubusercontent.com/29084184/244399070-bb5ec619-887a-4ba7-a9d7-9e8b083bbb1a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4myQnt1xgOqE4qLB0XW1JXBEr56gzVTPAfojJaZEI9w" height="320" alt="知识星球优惠券" style="max-width: 100%;"></a> </td> </tr></tbody></table></markdown-accessiblity-table> <br> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto"><g-emoji class="g-emoji" alias="warning">⚠️</g-emoji> Disclaimer</h2><a id="user-content-warning-disclaimer" class="anchor" aria-label="Permalink: :warning: Disclaimer" href="#warning-disclaimer"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">👨🏫 <strong>重点重点！</strong> 交易策略和自动化工具只是提供便利，并不代表实际交易收益。该项目任何内容不构成任何投资建议。市场有风险，投资需谨慎。</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">🔥 Stargazers Over Time</h2><a id="user-content--stargazers-over-time" class="anchor" aria-label="Permalink: 🔥 Stargazers Over Time" href="#-stargazers-over-time"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><a href="https://star-history.com/#UFund-Me/Qbot&ailabx/ailabx&jadepeng/pytrader&Timeline" rel="nofollow"><img src="https://camo.githubusercontent.com/f9a5b4d69d400e18d0787024965cfa918532c47950b08d919d77c2fffbe1f478/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f7376673f7265706f733d5546756e642d4d652f51626f742c61696c6162782f61696c6162782c6a61646570656e672f707974726164657226747970653d54696d656c696e65" alt="Star History Chart" data-canonical-src="https://api.star-history.com/svg?repos=UFund-Me/Qbot,ailabx/ailabx,jadepeng/pytrader&type=Timeline" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Sponsors & support</h2><a id="user-content-sponsors--support" class="anchor" aria-label="Permalink: Sponsors & support" href="#sponsors--support"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">If you like the project, you can become a sponsor at <a href="https://opencollective.com/qbot" rel="nofollow">Open Collective</a> or use <a href="https://github.com/sponsors/Charmve">GitHub Sponsors</a>.</p> <p dir="auto"><b>Thank you for supporting Qbot!</b></p> <p dir="auto"><a href="https://opencollective.com/qbot" rel="nofollow"><img src="https://camo.githubusercontent.com/ecffbc5cfe96955e44605dfb7742556480436c49c24e221d993103166ae69071/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f51626f742f74696572732f73706f6e736f72732e7376673f6176617461724865696768743d313230" alt="Sponsor" data-canonical-src="https://opencollective.com/Qbot/tiers/sponsors.svg?avatarHeight=120" style="max-width: 100%;"></a> <a href="https://opencollective.com/qbot#category-CONTRIBUTE" rel="nofollow"><img src="https://camo.githubusercontent.com/b1f21e71fad41294e5854a1635a2790d1498032ff5ae48d3fc69f124db3e8daa/68747470733a2f2f6f70656e636f6c6c6563746976652e636f6d2f71626f742f74696572732f6261636b6572732e7376673f6176617461724865696768743d313030" data-canonical-src="https://opencollective.com/qbot/tiers/backers.svg?avatarHeight=100" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">LICENSE</h2><a id="user-content-license" class="anchor" aria-label="Permalink: LICENSE" href="#license"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <a target="_blank" rel="noopener noreferrer" href="/UFund-Me/Qbot/blob/main/qbot/asserts/statics/imgs/license_by-nc-sa_4.0.png"><img src="/UFund-Me/Qbot/raw/main/qbot/asserts/statics/imgs/license_by-nc-sa_4.0.png" style="max-width: 100%;"></a> <p dir="auto">署名-非商业性使用-相同方式共享 4.0 国际</p> <br> <p dir="auto"><a href="/UFund-Me/Qbot/blob/main"><img align="left" alt="Go for it!" src="https://raw.githubusercontent.com/Charmve/computer-vision-in-action/main/res/ui/frontpage/2020-sponsors.svg" height="68" title="Do what you like, and do it best!" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto"><g-emoji class="g-emoji" alias="hearts">♥️</g-emoji> Acknowledgements</h2><a id="user-content-️-acknowledgements" class="anchor" aria-label="Permalink: ♥️ Acknowledgements" href="#️-acknowledgements"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto"><b>Last but not least, we're thankful to these open-source repo for sharing their services for free:</b></p> <p dir="auto">基于 backtrader、<a href="https://github.com/vnpy/vnpy">vnpy</a>、<a href="https://github.com/microsoft/qlib">qlib</a>、tushare、easyquant、<a href="https://github.com/SunshowerC/fund-strategy">fund-strategies</a>、<a href="https://github.com/axiaoxin-com/investool">investool</a> 等开源项目，感谢开发者。</p> <p dir="auto"><br><br></p> <p dir="auto">感谢大家的支持与喜欢！</p> <p dir="auto">Code with ❤️ & ☕️ @Charmve 2022-2023</p> </b></b></article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="cIDLBG3YwT0XRcwYHO/2j08PMpQbsDlTTR81i6F7e7Iiu5UEINfs4/VTtHTf1Vhx0LHIHMLeEce5erZckTVrdQ==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <div class="hide-sm hide-md"> <h2 class="mb-3 h4">About</h2> <p class="f4 my-3"> [🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: <a href="https://ufund-me.github.io/Qbot" class="Link--inTextBlock" rel="nofollow">https://ufund-me.github.io/Qbot</a> ✨ :news: qbot-mini: <a href="https://github.com/Charmve/iQuant" class="Link--inTextBlock">https://github.com/Charmve/iQuant</a> </p> <div class="my-3 d-flex flex-items-center"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://github.com/Charmve" role="link" target="_blank" rel="noopener noreferrer nofollow" class="text-bold" href="https://github.com/Charmve">github.com/Charmve</a> </span> </div> <h3 class="sr-only">Topics</h3> <div class="my-3"> <div class="f6"> <a href="/topics/machine-learning" title="Topic: machine-learning" data-view-component="true" class="topic-tag topic-tag-link"> machine-learning </a> <a href="/topics/deep-learning" title="Topic: deep-learning" data-view-component="true" class="topic-tag topic-tag-link"> deep-learning </a> <a href="/topics/bitcoin" title="Topic: bitcoin" data-view-component="true" class="topic-tag topic-tag-link"> bitcoin </a> <a href="/topics/blockchain" title="Topic: blockchain" data-view-component="true" class="topic-tag topic-tag-link"> blockchain </a> <a href="/topics/fintech" title="Topic: fintech" data-view-component="true" class="topic-tag topic-tag-link"> fintech </a> <a href="/topics/quantitative-finance" title="Topic: quantitative-finance" data-view-component="true" class="topic-tag topic-tag-link"> quantitative-finance </a> <a href="/topics/trademarks" title="Topic: trademarks" data-view-component="true" class="topic-tag topic-tag-link"> trademarks </a> <a href="/topics/quantization" title="Topic: quantization" data-view-component="true" class="topic-tag topic-tag-link"> quantization </a> <a href="/topics/funds" title="Topic: funds" data-view-component="true" class="topic-tag topic-tag-link"> funds </a> <a href="/topics/strategies" title="Topic: strategies" data-view-component="true" class="topic-tag topic-tag-link"> strategies </a> <a href="/topics/quantitative-trading" title="Topic: quantitative-trading" data-view-component="true" class="topic-tag topic-tag-link"> quantitative-trading </a> <a href="/topics/pytrade" title="Topic: pytrade" data-view-component="true" class="topic-tag topic-tag-link"> pytrade </a> <a href="/topics/qlib" title="Topic: qlib" data-view-component="true" class="topic-tag topic-tag-link"> qlib </a> <a href="/topics/quant-trade" title="Topic: quant-trade" data-view-component="true" class="topic-tag topic-tag-link"> quant-trade </a> <a href="/topics/trade-bot" title="Topic: trade-bot" data-view-component="true" class="topic-tag topic-tag-link"> trade-bot </a> <a href="/topics/quant-trader" title="Topic: quant-trader" data-view-component="true" class="topic-tag topic-tag-link"> quant-trader </a> </div> </div> <h3 class="sr-only">Resources</h3> <div class="mt-2"> <a class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:readme"}" href="#readme-ov-file"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-book mr-2"> <path d="M0 1.75A.75.75 0 0 1 .75 1h4.253c1.227 0 2.317.59 3 1.501A3.743 3.743 0 0 1 11.006 1h4.245a.75.75 0 0 1 .75.75v10.5a.75.75 0 0 1-.75.75h-4.507a2.25 2.25 0 0 0-1.591.659l-.622.621a.75.75 0 0 1-1.06 0l-.622-.621A2.25 2.25 0 0 0 5.258 13H.75a.75.75 0 0 1-.75-.75Zm7.251 10.324.004-5.073-.002-2.253A2.25 2.25 0 0 0 5.003 2.5H1.5v9h3.757a3.75 3.75 0 0 1 1.994.574ZM8.755 4.75l-.004 7.322a3.752 3.752 0 0 1 1.992-.572H14.5v-9h-3.495a2.25 2.25 0 0 0-2.25 2.25Z"></path> </svg> Readme </a> </div> <h3 class="sr-only">License</h3> <div class="mt-2"> <a href="#MIT-1-ov-file" class="Link--muted" data-analytics-event="{"category":"Repository Overview","action":"click","label":"location:sidebar;file:license"}" > <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-law mr-2"> <path d="M8.75.75V2h.985c.304 0 .603.08.867.231l1.29.736c.038.022.08.033.124.033h2.234a.75.75 0 0 1 0 1.5h-.427l2.111 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.006.005-.01.01-.045.04c-.21.176-.441.327-.686.45C14.556 10.78 13.88 11 13 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L12.178 4.5h-.162c-.305 0-.604-.079-.868-.231l-1.29-.736a.245.245 0 0 0-.124-.033H8.75V13h2.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1 0-1.5h2.5V3.5h-.984a.245.245 0 0 0-.124.033l-1.289.737c-.265.15-.564.23-.869.23h-.162l2.112 4.692a.75.75 0 0 1-.154.838l-.53-.53.529.531-.001.002-.002.002-.006.006-.016.015-.045.04c-.21.176-.441.327-.686.45C4.556 10.78 3.88 11 3 11a4.498 4.498 0 0 1-2.023-.454 3.544 3.544 0 0 1-.686-.45l-.045-.04-.016-.015-.006-.006-.004-.004v-.001a.75.75 0 0 1-.154-.838L2.178 4.5H1.75a.75.75 0 0 1 0-1.5h2.234a.249.249 0 0 0 .125-.033l1.288-.737c.265-.15.564-.23.869-.23h.984V.75a.75.75 0 0 1 1.5 0Zm2.945 8.477c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L13 6.327Zm-10 0c.285.135.718.273 1.305.273s1.02-.138 1.305-.273L3 6.327Z"></path> </svg> MIT license </a> </div> <include-fragment src="/UFund-Me/Qbot/hovercards/citation/sidebar_partial?tree_name=main"> </include-fragment> <div class="mt-2"> <a href="/UFund-Me/Qbot/activity" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pulse mr-2"> <path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path> </svg> <span class="color-fg-muted">Activity</span></a> </div> <div class="mt-2"> <a href="/UFund-Me/Qbot/custom-properties" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-note mr-2"> <path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25Zm1.75-.25a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25ZM3.5 6.25a.75.75 0 0 1 .75-.75h7a.75.75 0 0 1 0 1.5h-7a.75.75 0 0 1-.75-.75Zm.75 2.25h4a.75.75 0 0 1 0 1.5h-4a.75.75 0 0 1 0-1.5Z"></path> </svg> <span class="color-fg-muted">Custom properties</span></a> </div> <h3 class="sr-only">Stars</h3> <div class="mt-2"> <a href="/UFund-Me/Qbot/stargazers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg> <strong>10.8k</strong> stars</a> </div> <h3 class="sr-only">Watchers</h3> <div class="mt-2"> <a href="/UFund-Me/Qbot/watchers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-eye mr-2"> <path d="M8 2c1.981 0 3.671.992 4.933 2.078 1.27 1.091 2.187 2.345 2.637 3.023a1.62 1.62 0 0 1 0 1.798c-.45.678-1.367 1.932-2.637 3.023C11.67 13.008 9.981 14 8 14c-1.981 0-3.671-.992-4.933-2.078C1.797 10.83.88 9.576.43 8.898a1.62 1.62 0 0 1 0-1.798c.45-.677 1.367-1.931 2.637-3.022C4.33 2.992 6.019 2 8 2ZM1.679 7.932a.12.12 0 0 0 0 .136c.411.622 1.241 1.75 2.366 2.717C5.176 11.758 6.527 12.5 8 12.5c1.473 0 2.825-.742 3.955-1.715 1.124-.967 1.954-2.096 2.366-2.717a.12.12 0 0 0 0-.136c-.412-.621-1.242-1.75-2.366-2.717C10.824 4.242 9.473 3.5 8 3.5c-1.473 0-2.825.742-3.955 1.715-1.124.967-1.954 2.096-2.366 2.717ZM8 10a2 2 0 1 1-.001-3.999A2 2 0 0 1 8 10Z"></path> </svg> <strong>127</strong> watching</a> </div> <h3 class="sr-only">Forks</h3> <div class="mt-2"> <a href="/UFund-Me/Qbot/forks" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo-forked mr-2"> <path d="M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z"></path> </svg> <strong>1.6k</strong> forks</a> </div> <div class="mt-2"> <a class="Link--muted" href="/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FUFund-Me%2FQbot&report=UFund-Me+%28user%29"> Report repository </a> </div> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame"> <a href="/UFund-Me/Qbot/releases" data-view-component="true" class="Link--primary no-underline Link">Releases <span title="3" data-view-component="true" class="Counter">3</span></a></h2> <a class="Link--primary d-flex no-underline" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/UFund-Me/Qbot/releases/tag/qbot-pro_v1.2.1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-tag flex-shrink-0 mt-1 color-fg-success"> <path d="M1 7.775V2.75C1 1.784 1.784 1 2.75 1h5.025c.464 0 .91.184 1.238.513l6.25 6.25a1.75 1.75 0 0 1 0 2.474l-5.026 5.026a1.75 1.75 0 0 1-2.474 0l-6.25-6.25A1.752 1.752 0 0 1 1 7.775Zm1.5 0c0 .066.026.13.073.177l6.25 6.25a.25.25 0 0 0 .354 0l5.025-5.025a.25.25 0 0 0 0-.354l-6.25-6.25a.25.25 0 0 0-.177-.073H2.75a.25.25 0 0 0-.25.25ZM6 5a1 1 0 1 1 0 2 1 1 0 0 1 0-2Z"></path> </svg> <div class="ml-2 min-width-0"> <div class="d-flex"> <span class="css-truncate css-truncate-target text-bold mr-2" style="max-width: none;">qbot_pro_v1.2.1-alpha</span> <span title="Label: Latest" data-view-component="true" class="Label Label--success flex-shrink-0"> Latest </span> </div> <div class="text-small color-fg-muted"><relative-time datetime="2024-06-16T08:20:47Z" class="no-wrap">Jun 16, 2024</relative-time></div> </div> </a> <div data-view-component="true" class="mt-3"> <a text="small" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" href="/UFund-Me/Qbot/releases" data-view-component="true" class="Link">+ 2 releases</a></div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3">Sponsor this project</h2> <include-fragment src="/UFund-Me/Qbot/sponsors_list?block_button=false&current_repository=Qbot" aria-busy="true" aria-label="Loading sponsorable links"> <ul class="list-style-none"> <li class="mb-2 d-flex"> <div class="Skeleton avatar avatar-user mr-2" style="width:32px;height:32px;"></div> <div class="Skeleton Skeleton--text flex-1 flex-self-center f4"> </div> </li> </ul> </include-fragment> <ul class="list-style-none"> <li class="mb-2 d-flex"> <span class="mr-2 d-flex flex-items-center flex-justify-center" style="min-width:32px;height:32px;"> <img width="32" height="32" class="octicon rounded-2 d-block" alt="open_collective" src="https://github.githubassets.com/assets/open_collective-0a706523753d.svg" /> </span> <span class="flex-self-center flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a target="_blank" data-ga-click="Dashboard, click, Nav menu - item:org-profile context:organization" data-hydro-click="{"event_type":"sponsors.repo_funding_links_link_click","payload":{"platform":{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/Charmve"},"platforms":[{"platform_type":"GITHUB","platform_url":"https://github.com/Charmve"},{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/Charmve"},{"platform_type":"KO_FI","platform_url":"https://ko-fi.com/Charmve"},{"platform_type":"CUSTOM","platform_url":"https://charmve.github.io/sponsor.html"}],"repo_id":569509049,"owner_id":75005393,"user_id":null,"originating_url":"https://github.com/UFund-Me/Qbot"}}" data-hydro-click-hmac="6e2cadecd21875269032a9ec516ae171e0116884d013b371d4ce76ee33bf16b0" href="https://opencollective.com/Charmve"><span>opencollective.com/<strong>Charmve</strong></span></a> </span> </li> <li class="mb-2 d-flex"> <span class="mr-2 d-flex flex-items-center flex-justify-center" style="min-width:32px;height:32px;"> <img width="32" height="32" class="octicon rounded-2 d-block" alt="ko_fi" src="https://github.githubassets.com/assets/ko_fi-53a60c17e75c.svg" /> </span> <span class="flex-self-center flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a target="_blank" data-ga-click="Dashboard, click, Nav menu - item:org-profile context:organization" data-hydro-click="{"event_type":"sponsors.repo_funding_links_link_click","payload":{"platform":{"platform_type":"KO_FI","platform_url":"https://ko-fi.com/Charmve"},"platforms":[{"platform_type":"GITHUB","platform_url":"https://github.com/Charmve"},{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/Charmve"},{"platform_type":"KO_FI","platform_url":"https://ko-fi.com/Charmve"},{"platform_type":"CUSTOM","platform_url":"https://charmve.github.io/sponsor.html"}],"repo_id":569509049,"owner_id":75005393,"user_id":null,"originating_url":"https://github.com/UFund-Me/Qbot"}}" data-hydro-click-hmac="95580a59c415deef48e3222ebc00e932a71c8fe62b9e40f4a1db3923cb601576" href="https://ko-fi.com/Charmve"><span>ko-fi.com/<strong>Charmve</strong></span></a> </span> </li> <li class="mb-2 d-flex"> <span class="mr-2 d-flex flex-items-center flex-justify-center" style="min-width:32px;height:32px;"> <svg class="octicon octicon-link color-fg-muted" alt="custom" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg> </span> <span class="flex-self-center flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a target="_blank" data-ga-click="Dashboard, click, Nav menu - item:org-profile context:organization" data-hydro-click="{"event_type":"sponsors.repo_funding_links_link_click","payload":{"platform":{"platform_type":"CUSTOM","platform_url":"https://charmve.github.io/sponsor.html"},"platforms":[{"platform_type":"GITHUB","platform_url":"https://github.com/Charmve"},{"platform_type":"OPEN_COLLECTIVE","platform_url":"https://opencollective.com/Charmve"},{"platform_type":"KO_FI","platform_url":"https://ko-fi.com/Charmve"},{"platform_type":"CUSTOM","platform_url":"https://charmve.github.io/sponsor.html"}],"repo_id":569509049,"owner_id":75005393,"user_id":null,"originating_url":"https://github.com/UFund-Me/Qbot"}}" data-hydro-click-hmac="74f9c5de2c041d0f58cbe534d9783f53f7ed66176c146f4f1417b2b09b90cb2f" rel="noopener noreferrer" href="https://charmve.github.io/sponsor.html">https://charmve.github.io/sponsor.html</a> </span> </li> </ul> <div class="text-small mt-3"> <a href="/sponsors">Learn more about GitHub Sponsors</a> </div> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3"> <a href="/orgs/UFund-Me/packages?repo_name=Qbot" data-view-component="true" class="Link--primary no-underline Link d-flex flex-items-center">Packages <span title="0" hidden="hidden" data-view-component="true" class="Counter ml-1">0</span></a></h2> <div class="text-small color-fg-muted" > No packages published <br> </div> </div> </div> <div class="BorderGrid-row" hidden> <div class="BorderGrid-cell"> <include-fragment src="/UFund-Me/Qbot/used_by_list" accept="text/fragment+html"> </include-fragment> </div> </div> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <h2 class="h4 mb-3">Languages</h2> <div class="mb-2"> <span data-view-component="true" class="Progress"> <span style="background-color:#DA5B0B !important;;width: 67.7%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#e34c26 !important;;width: 18.4%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#3572A5 !important;;width: 8.6%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#555555 !important;;width: 1.5%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#00ADD8 !important;;width: 1.2%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#41b883 !important;;width: 1.0%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> <span style="background-color:#ededed !important;;width: 1.6%;" itemprop="keywords" data-view-component="true" class="Progress-item color-bg-success-emphasis"></span> </span></div> <ul class="list-style-none"> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=jupyter-notebook" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#DA5B0B;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Jupyter Notebook</span> <span>67.7%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=html" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#e34c26;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">HTML</span> <span>18.4%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=python" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#3572A5;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Python</span> <span>8.6%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=c" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#555555;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">C</span> <span>1.5%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=go" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#00ADD8;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Go</span> <span>1.2%</span> </a> </li> <li class="d-inline"> <a class="d-inline-flex flex-items-center flex-nowrap Link--secondary no-underline text-small mr-3" href="/UFund-Me/Qbot/search?l=vue" data-ga-click="Repository, language stats search click, location:repo overview"> <svg style="color:#41b883;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Vue</span> <span>1.0%</span> </a> </li> <li class="d-inline"> <span class="d-inline-flex flex-items-center flex-nowrap text-small mr-3"> <svg style="color:#ededed;" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-dot-fill mr-2"> <path d="M8 4a4 4 0 1 1 0 8 4 4 0 0 1 0-8Z"></path> </svg> <span class="color-fg-default text-bold mr-1">Other</span> <span>1.6%</span> </span> </li> </ul> </div> </div> </div> </div> </div></div> </div> </div> </turbo-frame> </main> </div> </div> <footer class="footer pt-8 pb-6 f6 color-fg-muted p-responsive" role="contentinfo" > <h2 class='sr-only'>Footer</h2> <div class="d-flex flex-justify-center flex-items-center flex-column-reverse flex-lg-row flex-wrap flex-lg-nowrap"> <div class="d-flex flex-items-center flex-shrink-0 mx-2"> <a aria-label="Homepage" title="GitHub" class="footer-octicon mr-2" href="https://github.com"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-mark-github"> <path d="M12 1C5.9225 1 1 5.9225 1 12C1 16.8675 4.14875 20.9787 8.52125 22.4362C9.07125 22.5325 9.2775 22.2025 9.2775 21.9137C9.2775 21.6525 9.26375 20.7862 9.26375 19.865C6.5 20.3737 5.785 19.1912 5.565 18.5725C5.44125 18.2562 4.905 17.28 4.4375 17.0187C4.0525 16.8125 3.5025 16.3037 4.42375 16.29C5.29 16.2762 5.90875 17.0875 6.115 17.4175C7.105 19.0812 8.68625 18.6137 9.31875 18.325C9.415 17.61 9.70375 17.1287 10.02 16.8537C7.5725 16.5787 5.015 15.63 5.015 11.4225C5.015 10.2262 5.44125 9.23625 6.1425 8.46625C6.0325 8.19125 5.6475 7.06375 6.2525 5.55125C6.2525 5.55125 7.17375 5.2625 9.2775 6.67875C10.1575 6.43125 11.0925 6.3075 12.0275 6.3075C12.9625 6.3075 13.8975 6.43125 14.7775 6.67875C16.8813 5.24875 17.8025 5.55125 17.8025 5.55125C18.4075 7.06375 18.0225 8.19125 17.9125 8.46625C18.6138 9.23625 19.04 10.2125 19.04 11.4225C19.04 15.6437 16.4688 16.5787 14.0213 16.8537C14.42 17.1975 14.7638 17.8575 14.7638 18.8887C14.7638 20.36 14.75 21.5425 14.75 21.9137C14.75 22.2025 14.9563 22.5462 15.5063 22.4362C19.8513 20.9787 23 16.8537 23 12C23 5.9225 18.0775 1 12 1Z"></path> </svg> </a> <span> © 2025 GitHub, Inc. </span> </div> <nav aria-label="Footer"> <h3 class="sr-only" id="sr-footer-heading">Footer navigation</h3> <ul class="list-style-none d-flex flex-justify-center flex-wrap mb-2 mb-lg-0" aria-labelledby="sr-footer-heading"> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to Terms","label":"text:terms"}" href="https://docs.github.com/site-policy/github-terms/github-terms-of-service" data-view-component="true" class="Link--secondary Link">Terms</a> </li> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to privacy","label":"text:privacy"}" href="https://docs.github.com/site-policy/privacy-policies/github-privacy-statement" data-view-component="true" class="Link--secondary Link">Privacy</a> </li> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to security","label":"text:security"}" href="https://github.com/security" data-view-component="true" class="Link--secondary Link">Security</a> </li> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to status","label":"text:status"}" href="https://www.githubstatus.com/" data-view-component="true" class="Link--secondary Link">Status</a> </li> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to docs","label":"text:docs"}" href="https://docs.github.com/" data-view-component="true" class="Link--secondary Link">Docs</a> </li> <li class="mx-2"> <a data-analytics-event="{"category":"Footer","action":"go to contact","label":"text:contact"}" href="https://support.github.com?tags=dotcom-footer" data-view-component="true" class="Link--secondary Link">Contact</a> </li> <li class="mx-2" > <cookie-consent-link> <button type="button" class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent" data-action="click:cookie-consent-link#showConsentManagement" data-analytics-event="{"location":"footer","action":"cookies","context":"subfooter","tag":"link","label":"cookies_link_subfooter_footer"}" > Manage cookies </button> </cookie-consent-link> </li> <li class="mx-2"> <cookie-consent-link> <button type="button" class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent" data-action="click:cookie-consent-link#showConsentManagement" data-analytics-event="{"location":"footer","action":"dont_share_info","context":"subfooter","tag":"link","label":"dont_share_info_link_subfooter_footer"}" > Do not share my personal information </button> </cookie-consent-link> </li> </ul> </nav> </div> </footer> <ghcc-consent id="ghcc" class="position-fixed bottom-0 left-0" style="z-index: 999999" data-initial-cookie-consent-allowed="" data-cookie-consent-required="false"></ghcc-consent> <div id="ajax-error-message" class="ajax-error-message flash flash-error" hidden> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <button type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> You can’t perform that action at this time. </div> <template id="site-details-dialog"> <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open> <summary role="button" aria-label="Close dialog"></summary> <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal"> <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>