CINXE.COM
helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical · GitHub
<!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-3e154969b9f9.css" /><link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/dark-9c5b7a476542.css" /><link data-color-theme="dark_dimmed" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_dimmed-afda8eb0fb33.css" /><link data-color-theme="dark_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_high_contrast-2494e44ccdc5.css" /><link data-color-theme="dark_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_colorblind-56fff47acadc.css" /><link data-color-theme="light_colorblind" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_colorblind-71cd4cc132ec.css" /><link data-color-theme="light_high_contrast" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_high_contrast-fd5499848985.css" /><link data-color-theme="light_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/light_tritanopia-31d17ba3e139.css" /><link data-color-theme="dark_tritanopia" crossorigin="anonymous" media="all" rel="stylesheet" data-href="https://github.githubassets.com/assets/dark_tritanopia-68d6b2c79663.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-primitives-4cf0d59ab51a.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-af846850481e.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/global-e41ff91f8baa.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/github-d3b66f11d613.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/repository-1e3bbbee6b91.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/code-a0610fd00b47.css" /> <script type="application/json" id="client-env">{"locale":"en","featureFlags":["copilot_new_references_ui","copilot_beta_features_opt_in","copilot_chat_static_thread_suggestions","copilot_conversational_ux_history_refs","copilot_implicit_context","copilot_smell_icebreaker_ux","experimentation_azure_variant_endpoint","failbot_handle_non_errors","geojson_azure_maps","ghost_pilot_confidence_truncation_25","ghost_pilot_confidence_truncation_40","hovercard_accessibility","issues_react_new_timeline","issues_react_avatar_refactor","issues_react_remove_placeholders","issues_react_cache_fix_workaround","issues_react_blur_item_picker_on_close","marketing_pages_search_explore_provider","remove_child_patch","sample_network_conn_type","site_metered_billing_update","issues_react_first_time_contribution_banner","jk_navigation_in_list_view","ui_commands_respect_modals","lifecycle_label_name_updates"]}</script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/wp-runtime-118ecaabd77e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_dompurify_dist_purify_js-b73fdff77a4e.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-aff936e590ed.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-247092-740e4ddd559d.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_failbot_failbot_ts-a46544e9ee5e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/environment-cd35650c2e9c.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-4aa4b0e95669.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-6d3967acd51c.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_combobox-nav_dist_index_js-node_modules_github_g-emoji-element_di-6ce195-53781cbc550f.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_-6afc16-3cdfa69a0406.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-f5498b8d4e5d.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-b5f1d7-492b5042c841.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-1f651a-1e3d784c897c.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-7671f1-dc6cac136d88.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/github-elements-71486356f507.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/element-registry-e3ab8405ef80.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-bb80ec-634de60bacfa.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_lit-html_lit-html_js-ce7225a304c5.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_hydro-analytics-client_dist_analytics-client_js-node_modules_gith-f3aee1-e6893db9c19e.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-f8a5485c982a.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-858e043fcf76.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-6cf3320416b8.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_scroll-anchoring_dist_scroll-anchoring_esm_js-node_modules_stacktrace-pa-a71630-6f3c4f0189d8.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_color-convert_index_js-0e07cc183eed.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_-0b5e12-889cec8cf448.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_updatable-content_updatable-content_ts-eae9df0dd562.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-18d1c91a7872.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-7cbef09a422c.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-d0d0a6-0e9fa537dc4f.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-c89801ebbe15.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/behaviors-93287f4de493.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-3366f6b6298e.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-dbbea9-9b97703a4e6a.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/code-menu-3118a76a2829.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/primer-react-765944243383.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-core-cd0a67881543.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-lib-7b7b5264f6c1.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/octicons-react-45c3a19dd792.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-54c0c921f04b.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-285fc29e9fa5.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-4896ddd4b7bb.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_lodash-es__Stack_js-node_modules_lodash-es__Uint8Array_js-node_modules_l-4faaa6-13a0602a5edf.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_lodash-es__baseIsEqual_js-8929eb9718d5.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/vendors-node_modules_github_hydro-analytics-client_dist_analytics-client_js-node_modules_gith-9002b0-8e5e346f0cbe.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_promise-with-resolvers-polyfill_promise-with-r-014121-e1792bd5a31e.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_paths_index_ts-193243317670.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_ref-selector_RefSelector_tsx-7a75d9f22fe9.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_code-view-shared_utilities_web-worker_ts-ui_packages_code-view-shared_worker-jobs-7fe572-0d8f4a2976ee.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-4672d1-0996d093463a.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_utili-228da6-37a4eeff405d.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/ui_packages_code-view-shared_hooks_use-file-page-payload_ts-ui_packages_code-view-shared_comp-1beb66-b07e414af699.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/app_assets_modules_github_blob-anchor_ts-ui_packages_code-nav_code-nav_ts-ui_packages_filter--8253c1-87c39cb5708f.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-code-view-6462e4b9d310.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.9fa170e9435ed4b922b9.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/react-code-view.6b587a69b593e23c3657.module.css" /> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/primer-react-765944243383.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-core-cd0a67881543.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/react-lib-7b7b5264f6c1.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/octicons-react-45c3a19dd792.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-54c0c921f04b.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-285fc29e9fa5.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-4896ddd4b7bb.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/notifications-subscriptions-menu-1490f5bef85d.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.9fa170e9435ed4b922b9.module.css" /> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/notifications-subscriptions-menu.1bcff9205c241e99cff2.module.css" /> <title>helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical · GitHub</title> <meta name="route-pattern" content="/:user_id/:repository/blob/*name(/*path)" data-turbo-transient> <meta name="route-controller" content="blob" data-turbo-transient> <meta name="route-action" content="show" data-turbo-transient> <meta name="current-catalog-service-hash" content="f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb"> <meta name="request-id" content="9DAC:1070D:792C78:87E862:67419AFE" data-pjax-transient="true"/><meta name="html-safe-nonce" content="ec405cd1f9bf49cb6c60c70e777f63f6f44941c0de43c90d41b77ef45aa5a62a" data-pjax-transient="true"/><meta name="visitor-payload" content="eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5REFDOjEwNzBEOjc5MkM3ODo4N0U4NjI6Njc0MTlBRkUiLCJ2aXNpdG9yX2lkIjoiMTkyMjQyNzIzODg2NzkwMTE4MiIsInJlZ2lvbl9lZGdlIjoic291dGhlYXN0YXNpYSIsInJlZ2lvbl9yZW5kZXIiOiJzb3V0aGVhc3Rhc2lhIn0=" data-pjax-transient="true"/><meta name="visitor-hmac" content="c42911b203f2ee8899d4652e4492ec46442f5780447a3d33cc2ea8a3d56f00ff" data-pjax-transient="true"/> <meta name="hovercard-subject-tag" content="repository:792692027" data-turbo-transient> <meta name="github-keyboard-shortcuts" content="repository,source-code,file-tree,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>/blob/show" data-turbo-transient="true" /> <meta name="user-login" content=""> <meta name="viewport" content="width=device-width"> <meta name="description" content="This repository contains the python package for Helical - helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical"> <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/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb" /> <meta name="twitter:image" content="https://opengraph.githubassets.com/8af19a1e3fb3259a773117e33052aafba22dff8800d1495d925a6b2ef1fe411c/helicalAI/helical" /><meta name="twitter:site" content="@github" /><meta name="twitter:card" content="summary_large_image" /><meta name="twitter:title" content="helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical" /><meta name="twitter:description" content="This repository contains the python package for Helical - helicalAI/helical" /> <meta property="og:image" content="https://opengraph.githubassets.com/8af19a1e3fb3259a773117e33052aafba22dff8800d1495d925a6b2ef1fe411c/helicalAI/helical" /><meta property="og:image:alt" content="This repository contains the python package for Helical - helicalAI/helical" /><meta property="og:image:width" content="1200" /><meta property="og:image:height" content="600" /><meta property="og:site_name" content="GitHub" /><meta property="og:type" content="object" /><meta property="og:title" content="helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical" /><meta property="og:url" content="https://github.com/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb" /><meta property="og:description" content="This repository contains the python package for Helical - helicalAI/helical" /> <meta name="hostname" content="github.com"> <meta name="expected-hostname" content="github.com"> <meta http-equiv="x-pjax-version" content="272935131c2027f789efabd5bf30904ffaea35908a22afd03d8f75128cee7e1b" data-turbo-track="reload"> <meta http-equiv="x-pjax-csp-version" content="ace39c3b6632770952207593607e6e0be0db363435a8b877b1f96abe6430f345" data-turbo-track="reload"> <meta http-equiv="x-pjax-css-version" content="8968ee26e93ec8c6d3c4e91c77fb9d206091689d451ebbcddeca3832587a5b30" data-turbo-track="reload"> <meta http-equiv="x-pjax-js-version" content="c4972ae1cf5d4607c47252349fc1b47a24ff0ea303e5a8fbbe18ec27725a87ee" data-turbo-track="reload"> <meta name="turbo-cache-control" content="no-preview" data-turbo-transient=""> <meta name="turbo-cache-control" content="no-cache" data-turbo-transient> <meta data-hydrostats="publish"> <meta name="go-import" content="github.com/helicalAI/helical git https://github.com/helicalAI/helical.git"> <meta name="octolytics-dimension-user_id" content="139376103" /><meta name="octolytics-dimension-user_login" content="helicalAI" /><meta name="octolytics-dimension-repository_id" content="792692027" /><meta name="octolytics-dimension-repository_nwo" content="helicalAI/helical" /><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="792692027" /><meta name="octolytics-dimension-repository_network_root_nwo" content="helicalAI/helical" /> <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"> <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-d25fac54a6bc.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/keyboard-shortcuts-dialog-ed30662f9578.js"></script> <link crossorigin="anonymous" media="all" rel="stylesheet" href="https://github.githubassets.com/assets/primer-react.9fa170e9435ed4b922b9.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-cf3dd69d89eb.js"></script> <script crossorigin="anonymous" defer="defer" type="application/javascript" src="https://github.githubassets.com/assets/sessions-8fa3b694f335.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="M12.5.75C6.146.75 1 5.896 1 12.25c0 5.089 3.292 9.387 7.863 10.91.575.101.79-.244.79-.546 0-.273-.014-1.178-.014-2.142-2.889.532-3.636-.704-3.866-1.35-.13-.331-.69-1.352-1.18-1.625-.402-.216-.977-.748-.014-.762.906-.014 1.553.834 1.769 1.179 1.035 1.74 2.688 1.25 3.349.948.1-.747.402-1.25.733-1.538-2.559-.287-5.232-1.279-5.232-5.678 0-1.25.445-2.285 1.178-3.09-.115-.288-.517-1.467.115-3.048 0 0 .963-.302 3.163 1.179.92-.259 1.897-.388 2.875-.388.977 0 1.955.13 2.875.388 2.2-1.495 3.162-1.179 3.162-1.179.633 1.581.23 2.76.115 3.048.733.805 1.179 1.825 1.179 3.09 0 4.413-2.688 5.39-5.247 5.678.417.36.776 1.05.776 2.128 0 1.538-.014 2.774-.014 3.162 0 .302.216.662.79.547C20.709 21.637 24 17.324 24 12.25 24 5.896 18.854.75 12.5.75Z"></path> </svg> </a> <div class="flex-1 flex-order-2 text-right"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2FhelicalAI%2Fhelical%2Fblob%2Frelease%2Fexamples%2Fnotebooks%2FHyena-DNA-Inference.ipynb" 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/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="642f3755b3451bbe1fffb9aaea032ed320898926c7d4d09071a68e000e46883a" 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> </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":"white_papers_ebooks_webinars","context":"resources","tag":"link","label":"white_papers_ebooks_webinars_link_resources_navbar"}" href="https://resources.github.com"> White papers, Ebooks, 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":"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> </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" > <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> </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"> <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> <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":"enterprise","tag":"link","label":"github_copilot_link_enterprise_navbar"}" href="/features/copilot#enterprise"> <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> Enterprise-grade AI features </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":"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> </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:helicalAI/helical" data-custom-scopes-path="/search/custom_scopes" data-delete-custom-scopes-csrf="LOWWojzBQGmmsF8DVMvWGxWgKJVkk9jWCXMy9fGGTL7RRwoFFcIu71AL5i5-b8UN8yy4b23oEIk2D5qsdEInIQ" 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="helicalAI/helical" data-current-org="helicalAI" 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-5a963460-3607-429c-836f-f4acbcf86bc9" 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-5a963460-3607-429c-836f-f4acbcf86bc9" 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="YpjgGfXHlwCdw3WuV9cql8deAvmFRHMgL1ik+JPAevnYTy5ZCY0RPZI/xU2HWQTwhZgr5dT//epkQk0x9vn0kw==" /> <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="rc3egp8WDSpHsGhAAUTlV7jE5VaThytRL4jnOQL1LCFRAbhsH1xxJ4bEFa65cB8bMjlCWaVxd11y8ufoCC+H7w==" /> <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> <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="0ZW6JjLuEsE31IYbS6kfZ/+PaL+XtdMLr+aR/WbzmBKR7icpGwBzXIkxTt0l82UnJdIxH0cGUslKb3YrUJ2e6g==" /> </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%2FhelicalAI%2Fhelical%2Fblob%2Frelease%2Fexamples%2Fnotebooks%2FHyena-DNA-Inference.ipynb" 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/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="642f3755b3451bbe1fffb9aaea032ed320898926c7d4d09071a68e000e46883a" 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%2Fblob%2Fshow&source=header-repo&source_repo=helicalAI%2Fhelical" 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/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="642f3755b3451bbe1fffb9aaea032ed320898926c7d4d09071a68e000e46883a" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/<user-name>/<repo-name>/blob/show;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-5d769f2a-ee32-474e-a131-76dc4fbbf432" aria-labelledby="tooltip-6125f029-8378-400d-9082-e848201a3c94" 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-6125f029-8378-400d-9082-e848201a3c94" for="icon-button-5d769f2a-ee32-474e-a131-76dc4fbbf432" 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 > <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/helicalAI/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/helicalAI"> helicalAI </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="/helicalAI/helical">helical</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> <a href="/login?return_to=%2FhelicalAI%2Fhelical" 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/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="664c004903f919519ca8d3bd2e73e7008e12d9ee948305ec5462a0ccabf8b7dd" 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-3eefbf53-cee2-4ef0-9930-28ad34d7ad76" 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=%2FhelicalAI%2Fhelical" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"repo details fork button","repository_id":792692027,"auth_type":"LOG_IN","originating_url":"https://github.com/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="dfb3287279759a1665705286dfad21a635d7adec8d4b33d1b9933d857b18c5a3" 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="7" data-view-component="true" class="Counter">7</span> </a> </li> <li> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FhelicalAI%2Fhelical" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":792692027,"auth_type":"LOG_IN","originating_url":"https://github.com/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","user_id":null}}" data-hydro-click-hmac="96792650021a92eff83b8448d3a5954d08b5c72828e31a822a9badc2b63ea0ac" 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="65 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="65" data-view-component="true" class="Counter js-social-count">65</span> </a></div> </li> </ul> </div> </div> <div id="responsive-meta-container" data-turbo-replace> </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="/helicalAI/helical" 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 /helicalAI/helical" 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="/helicalAI/helical/issues" data-tab-item="i1issues-tab" data-selected-links="repo_issues repo_labels repo_milestones /helicalAI/helical/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="0" hidden="hidden" data-view-component="true" class="Counter">0</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab" href="/helicalAI/helical/pulls" data-tab-item="i2pull-requests-tab" data-selected-links="repo_pulls checks /helicalAI/helical/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="1" data-view-component="true" class="Counter">1</span> </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab" href="/helicalAI/helical/discussions" data-tab-item="i3discussions-tab" data-selected-links="repo_discussions /helicalAI/helical/discussions" data-pjax="#repo-content-pjax-container" data-turbo-frame="repo-content-turbo-frame" data-hotkey="g g" data-analytics-event="{"category":"Underline navbar","action":"Click tab","label":"Discussions","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-comment-discussion UnderlineNav-octicon d-none d-sm-inline"> <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> <span data-content="Discussions">Discussions</span> <span id="discussions-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="actions-tab" href="/helicalAI/helical/actions" data-tab-item="i4actions-tab" data-selected-links="repo_actions /helicalAI/helical/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="/helicalAI/helical/projects" data-tab-item="i5projects-tab" data-selected-links="repo_projects new_repo_project repo_project /helicalAI/helical/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="/helicalAI/helical/security" data-tab-item="i6security-tab" data-selected-links="security overview alerts policy token_scanning code_scanning /helicalAI/helical/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="/helicalAI/helical/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="/helicalAI/helical/pulse" data-tab-item="i7insights-tab" data-selected-links="repo_graphs repo_contributors dependency_graph dependabot_updates pulse people community /helicalAI/helical/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-c0c21449-605d-4453-b0eb-5d8c7543a450-button" popovertarget="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-overlay" aria-controls="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-list" aria-haspopup="true" aria-labelledby="tooltip-a2d20bc2-f88d-4d94-ace8-667e51dadcfe" 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-a2d20bc2-f88d-4d94-ace8-667e51dadcfe" for="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-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 id="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-overlay" anchor="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-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-c0c21449-605d-4453-b0eb-5d8c7543a450-button" id="action-menu-c0c21449-605d-4453-b0eb-5d8c7543a450-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-49043aea-85a2-4eb9-a397-c4c1660ff906" href="/helicalAI/helical" 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-2c330b76-6419-4dcf-a0cf-b8115443baf8" href="/helicalAI/helical/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-7d6aca20-b63d-4886-9e4e-e6cfa4acf557" href="/helicalAI/helical/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="i3discussions-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-b509d1c3-8500-4593-90cd-28c38079eb50" href="/helicalAI/helical/discussions" 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-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> </span> <span data-view-component="true" class="ActionListItem-label"> Discussions </span> </a> </li> <li hidden="hidden" data-menu-item="i4actions-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-8b2500a5-e6c1-4023-a8a9-4cd3e3554fd3" href="/helicalAI/helical/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="i5projects-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-f5ea55f9-a3da-4e4a-8942-5840fdff44eb" href="/helicalAI/helical/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="i6security-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-17793e43-8514-4a8d-99d6-d28ec2b0b35c" href="/helicalAI/helical/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="i7insights-tab" data-targets="action-list.items" role="none" data-view-component="true" class="ActionListItem"> <a tabindex="-1" id="item-74557ae5-60e1-4c7b-a41a-7e411f8907db" href="/helicalAI/helical/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 " > <react-app app-name="react-code-view" initial-path="/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb" style="display: block; min-height: calc(100vh - 64px);" data-attempted-ssr="true" data-ssr="true" data-lazy="false" data-alternate="false" > <script type="application/json" data-target="react-app.embeddedData">{"payload":{"allShortcutsEnabled":false,"fileTree":{"examples/notebooks":{"items":[{"name":"probing_tutorial_helpers","path":"examples/notebooks/probing_tutorial_helpers","contentType":"directory"},{"name":"Cell-Type-Annotation.ipynb","path":"examples/notebooks/Cell-Type-Annotation.ipynb","contentType":"file"},{"name":"Cell-Type-Classification-Fine-Tuning.ipynb","path":"examples/notebooks/Cell-Type-Classification-Fine-Tuning.ipynb","contentType":"file"},{"name":"Geneformer-vs-UCE.ipynb","path":"examples/notebooks/Geneformer-vs-UCE.ipynb","contentType":"file"},{"name":"Hyena-DNA-Inference.ipynb","path":"examples/notebooks/Hyena-DNA-Inference.ipynb","contentType":"file"},{"name":"HyenaDNA-Fine-Tuning.ipynb","path":"examples/notebooks/HyenaDNA-Fine-Tuning.ipynb","contentType":"file"},{"name":"Quick-Start-Tutorial.ipynb","path":"examples/notebooks/Quick-Start-Tutorial.ipynb","contentType":"file"}],"totalCount":7},"examples":{"items":[{"name":"fine_tune_models","path":"examples/fine_tune_models","contentType":"directory"},{"name":"notebooks","path":"examples/notebooks","contentType":"directory"},{"name":"run_models","path":"examples/run_models","contentType":"directory"},{"name":"README.md","path":"examples/README.md","contentType":"file"},{"name":"config.yaml","path":"examples/config.yaml","contentType":"file"},{"name":"run_benchmark.py","path":"examples/run_benchmark.py","contentType":"file"}],"totalCount":6},"":{"items":[{"name":".github","path":".github","contentType":"directory"},{"name":"_static","path":"_static","contentType":"directory"},{"name":"assets","path":"assets","contentType":"directory"},{"name":"ci","path":"ci","contentType":"directory"},{"name":"docs","path":"docs","contentType":"directory"},{"name":"examples","path":"examples","contentType":"directory"},{"name":"helical","path":"helical","contentType":"directory"},{"name":".gitignore","path":".gitignore","contentType":"file"},{"name":".readthedocs.yaml","path":".readthedocs.yaml","contentType":"file"},{"name":"CITATION.bib","path":"CITATION.bib","contentType":"file"},{"name":"Dockerfile","path":"Dockerfile","contentType":"file"},{"name":"LICENSE","path":"LICENSE","contentType":"file"},{"name":"README.md","path":"README.md","contentType":"file"},{"name":"_config.yml","path":"_config.yml","contentType":"file"},{"name":"_toc.yml","path":"_toc.yml","contentType":"file"},{"name":"conf.py","path":"conf.py","contentType":"file"},{"name":"entrypoint.sh","path":"entrypoint.sh","contentType":"file"},{"name":"pyproject.toml","path":"pyproject.toml","contentType":"file"},{"name":"requirements-dev.txt","path":"requirements-dev.txt","contentType":"file"},{"name":"requirements.txt","path":"requirements.txt","contentType":"file"},{"name":"setup.py","path":"setup.py","contentType":"file"},{"name":"singularity.def","path":"singularity.def","contentType":"file"}],"totalCount":22}},"fileTreeProcessingTime":29.942513,"foldersToFetch":[],"repo":{"id":792692027,"defaultBranch":"release","name":"helical","ownerLogin":"helicalAI","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2024-04-27T09:46:06.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/139376103?v=4","public":true,"private":false,"isOrgOwned":true},"codeLineWrapEnabled":false,"symbolsExpanded":false,"treeExpanded":true,"refInfo":{"name":"release","listCacheKey":"v0:1732272112.0","canEdit":false,"refType":"branch","currentOid":"58371adf356b6bb274e7760c36b1ae3f123b6cd9"},"path":"examples/notebooks/Hyena-DNA-Inference.ipynb","currentUser":null,"blob":{"rawLines":["{"," \"cells\": ["," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"# Downstream prediction \\n\","," \"\\n\","," \"Run this notebook on google colab to use a free GPU! \\n\","," \"\\n\","," \"[](https://colab.research.google.com/github/helicalAI/helical/blob/main/examples/notebooks/Hyena-DNA-Inference.ipynb)\\n\","," \"\\n\","," \"In this notebook, a HyenaDNA model is used for various classifications tasks with a given sequence of nucleotides.\\n\","," \"\\n\","," \"A HyenaDNA model (2 layers and width 256) is used to create embeddings of nucleotides.\\n\","," \"\\n\","," \"A neural network is then trained, using the embeddings as inputs, to make a prediction.\\n\","," \"\\n\","," \"This notebook can be used for any of the 18 [nucleotide transformer downstream tasks](https://huggingface.co/datasets/InstaDeepAI/nucleotide_transformer_downstream_tasks).\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 16,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"Requirement already satisfied: tensorflow_addons in /Users/bputzeys/miniforge3/envs/head_example/lib/python3.11/site-packages (0.23.0)\\n\","," \"Requirement already satisfied: typeguard\u003c3.0.0,\u003e=2.7 in /Users/bputzeys/miniforge3/envs/head_example/lib/python3.11/site-packages (from tensorflow_addons) (2.13.3)\\n\","," \"Requirement already satisfied: packaging in /Users/bputzeys/miniforge3/envs/head_example/lib/python3.11/site-packages (from tensorflow_addons) (24.0)\\n\","," \" Running command git clone --filter=blob:none --quiet https://github.com/helicalAI/helical.git /private/var/folders/pm/76n9tjdj18z7cbc55rk10yfw0000gn/T/pip-req-build-oa9zv4bw\\n\","," \"Successfully installed helical-0.0.0\\n\""," ]"," }"," ],"," \"source\": ["," \"# !pip install helical\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 1,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"2024-09-30 17:44:04.360305: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\\n\","," \"2024-09-30 17:44:04.369540: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\\n\","," \"2024-09-30 17:44:04.378786: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\\n\","," \"2024-09-30 17:44:04.381519: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\\n\","," \"2024-09-30 17:44:04.389495: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\\n\","," \"To enable the following instructions: AVX2 AVX512F AVX512_VNNI AVX512_BF16 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\\n\""," ]"," },"," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"2024-09-30 17:44:04.844402: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\\n\""," ]"," }"," ],"," \"source\": ["," \"from tensorflow.keras.models import Sequential\\n\","," \"from tensorflow.keras.layers import Dense, Dropout, BatchNormalization\\n\","," \"from tensorflow.keras.callbacks import TensorBoard\\n\","," \"from tensorflow.keras.optimizers import Adam\\n\","," \"from tensorflow.keras.utils import to_categorical\\n\","," \"from sklearn import svm\\n\","," \"from sklearn.metrics import accuracy_score\\n\","," \"from sklearn.model_selection import train_test_split\\n\","," \"from sklearn.preprocessing import LabelEncoder\\n\","," \"import numpy as np\\n\","," \"from datasets import DatasetDict\\n\","," \"import datetime\\n\","," \"import torch\\n\","," \"from tqdm import tqdm\\n\","," \"from typing import Tuple\\n\","," \"import logging, warnings\\n\","," \"\\n\","," \"logging.getLogger().setLevel(logging.ERROR)\\n\","," \"\\n\","," \"warnings.filterwarnings(\\\"ignore\\\")\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"### Use the Helical package to get the Hyena model\\n\","," \"We use a small HyenaDNA model with 2 layers and width 256.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 2,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"/home/matthew/helical-dev/helical/helical/models/scgpt/model_dir/multiomic_model.py:19: UserWarning: flash_attn is not installed\\n\","," \" warnings.warn(\\\"flash_attn is not installed\\\")\\n\","," \"INFO:helical.services.downloader:File: '/home/matthew/.cache/helical/models/hyena_dna/hyenadna-tiny-1k-seqlen-d256.ckpt' exists already. File is not overwritten and nothing is downloaded.\\n\","," \"INFO:helical.services.downloader:File saved to: '/home/matthew/.cache/helical/models/hyena_dna/hyenadna-tiny-1k-seqlen-d256.ckpt'\\n\","," \"INFO:helical.models.hyena_dna.pretrained_model:Loaded pretrained weights ok!\\n\","," \"INFO:helical.models.hyena_dna.model:Model finished initializing.\\n\""," ]"," }"," ],"," \"source\": ["," \"from helical.models.hyena_dna.model import HyenaDNA\\n\","," \"from helical.models.hyena_dna.hyena_dna_config import HyenaDNAConfig \\n\","," \"device = \\\"cuda\\\" if torch.cuda.is_available() else \\\"cpu\\\"\\n\","," \"configurer = HyenaDNAConfig(model_name=\\\"hyenadna-tiny-1k-seqlen-d256\\\", device=device, batch_size=5)\\n\","," \"hyena_model = HyenaDNA(configurer=configurer)\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"### Download the dataset\\n\","," \"Several datasets are available from the [Nucleotide Transformer](https://arxiv.org/abs/2306.15794). Using the `get_dataset_config_names()` function, we get a list of the available the datasets for the downstream tasks.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 3,"," \"metadata\": {},"," \"outputs\": ["," {"," \"data\": {"," \"text/plain\": ["," \"['H4ac',\\n\","," \" 'H3K36me3',\\n\","," \" 'splice_sites_donors',\\n\","," \" 'splice_sites_acceptors',\\n\","," \" 'H3',\\n\","," \" 'H4',\\n\","," \" 'H3K4me3',\\n\","," \" 'splice_sites_all',\\n\","," \" 'H3K4me1',\\n\","," \" 'H3K14ac',\\n\","," \" 'enhancers_types',\\n\","," \" 'promoter_no_tata',\\n\","," \" 'H3K79me3',\\n\","," \" 'H3K4me2',\\n\","," \" 'promoter_tata',\\n\","," \" 'enhancers',\\n\","," \" 'H3K9ac',\\n\","," \" 'promoter_all']\""," ]"," },"," \"execution_count\": 3,"," \"metadata\": {},"," \"output_type\": \"execute_result\""," }"," ],"," \"source\": ["," \"from datasets import get_dataset_config_names\\n\","," \"\\n\","," \"configs = get_dataset_config_names(\\\"InstaDeepAI/nucleotide_transformer_downstream_tasks\\\", trust_remote_code=True)\\n\","," \"configs\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"We can select any of the 18 downstream tasks. Let us take the `promoter_tata` as an example.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 4,"," \"metadata\": {},"," \"outputs\": [],"," \"source\": ["," \"from datasets import load_dataset\\n\","," \"label = \\\"promoter_tata\\\"\\n\","," \"dataset = load_dataset(\\\"InstaDeepAI/nucleotide_transformer_downstream_tasks\\\", label, trust_remote_code=True)\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"To familiarize ourselves with the data, we can print the first seqence and see if it is a splice site acceptor or not:\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 5,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"Nucleotide sequence: CGCTCCCCCA ...\\n\","," \"Label name: promoter_tata and value: 0\\n\","," \"Number of classes: 2\\n\""," ]"," }"," ],"," \"source\": ["," \"print(\\\"Nucleotide sequence:\\\", dataset[\\\"train\\\"][\\\"sequence\\\"][0][:10], \\\"...\\\")\\n\","," \"print(\\\"Label name:\\\", dataset[\\\"train\\\"].config_name, \\\"and value:\\\", dataset[\\\"train\\\"][\\\"label\\\"][0])\\n\","," \"num_classes = len(set(dataset[\\\"train\\\"][\\\"label\\\"]))\\n\","," \"print(\\\"Number of classes:\\\", num_classes)\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"Define a function that gets the embeddings for each nucleotide sequence in the training dataset.\\n\","," \"\\n\","," \"According to the HyenaDNA [paper](https://arxiv.org/pdf/2306.15794): \\\"[they] average across the tokens to obtain a single classification token\\\".\\n\","," \"\\n\","," \"In our code below, the Hyena model returns a (302, 256) matrix. We average column wise resulting in a vector of shape (256, ) for each observation.\\n\","," \"\\n\","," \"During the training process, we also found that it is beneficial to normalize the data row-wise.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 6,"," \"metadata\": {},"," \"outputs\": [],"," \"source\": ["," \"def get_model_inputs(dataset: DatasetDict) -\u003e Tuple[np.ndarray, np.ndarray]:\\n\","," \" \\\"\\\"\\\"\\n\","," \" Parameters\\n\","," \" ----------\\n\","," \" dataset : DatasetDict\\n\","," \" The dataset containing the sequences and labels.\\n\","," \"\\n\","," \" Returns\\n\","," \" -------\\n\","," \" Tuple[np.ndarray, np.ndarray]\\n\","," \" A tuple containing the input features and labels.\\n\","," \" \\\"\\\"\\\"\\n\","," \" processed_data = hyena_model.process_data(dataset[\\\"sequence\\\"])\\n\","," \"\\n\","," \" embeddings = hyena_model.get_embeddings(processed_data)\\n\","," \" embeddings = embeddings.mean(axis=1)\\n\","," \" means = np.mean(embeddings, axis=1, keepdims=True)\\n\","," \" stds = np.std(embeddings, axis=1, keepdims=True)\\n\","," \"\\n\","," \" x = (embeddings - means) / stds\\n\","," \"\\n\","," \" return x, dataset[\\\"label\\\"]\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"It may be beneficial to do this step once and save the output in a `.npy` file.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 8,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"INFO:helical.models.hyena_dna.model:Processing data\\n\","," \"Processing sequences: 100%|██████████| 5509/5509 [00:00\u003c00:00, 10331.56it/s]\\n\","," \"INFO:helical.models.hyena_dna.model:Data processing finished.\\n\","," \"INFO:helical.models.hyena_dna.model:Inference started\\n\","," \"Getting embeddings: 100%|██████████| 1102/1102 [00:01\u003c00:00, 606.64it/s]\\n\""," ]"," }"," ],"," \"source\": ["," \"x, y = get_model_inputs(dataset[\\\"train\\\"])\\n\","," \"#np.save(f\\\"data/train/x_{label}_norm_256\\\", x)\\n\","," \"#np.save(f\\\"data/train/y_{label}_norm_256\\\", y)\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"Load the data and one-hot-encode the labels.\\n\","," \"\\n\","," \"We split the training set into actual training data and a test set. \\n\","," \"\\n\","," \"This is optional and the entire dataset can be used for training. We did this to avoid data leakage by not touching the test set during the training process.\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 9,"," \"metadata\": {},"," \"outputs\": [],"," \"source\": ["," \"#x = np.load(f\\\"data/train/x_{label}_norm_256.npy\\\")\\n\","," \"#y = np.load(f\\\"data/train/y_{label}_norm_256.npy\\\")\\n\","," \"\\n\","," \"# # One-hot encode the labels\\n\","," \"encoder = LabelEncoder()\\n\","," \"y_encoded = encoder.fit_transform(y)\\n\","," \"y_encoded = to_categorical(y_encoded, num_classes=num_classes)\\n\","," \"y_encoded\\n\","," \"X_train, X_test, y_train, y_test = train_test_split(x, y_encoded, test_size=0.1, random_state=42)\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"### Define and train the model\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 10,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"/home/matthew/miniconda3/envs/helical-dev/lib/python3.11/site-packages/keras/src/layers/core/dense.py:87: UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead.\\n\","," \" super().__init__(activity_regularizer=activity_regularizer, **kwargs)\\n\","," \"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\\n\","," \"I0000 00:00:1727711071.312412 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.314627 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.315966 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.319098 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.320464 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.321742 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.323065 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.324408 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"I0000 00:00:1727711071.325692 1848296 cuda_executor.cc:1015] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\\n\","," \"2024-09-30 17:44:31.326935: I tensorflow/core/common_runtime/gpu/gpu_device.cc:2021] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 46294 MB memory: -\u003e device: 0, name: NVIDIA RTX 6000 Ada Generation, pci bus id: 0000:01:00.0, compute capability: 8.9\\n\""," ]"," },"," {"," \"data\": {"," \"text/html\": ["," \"\u003cpre style=\\\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\\\"\u003e\u003cspan style=\\\"font-weight: bold\\\"\u003eModel: \\\"sequential\\\"\u003c/span\u003e\\n\","," \"\u003c/pre\u003e\\n\""," ],"," \"text/plain\": ["," \"\\u001b[1mModel: \\\"sequential\\\"\\u001b[0m\\n\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," },"," {"," \"data\": {"," \"text/html\": ["," \"\u003cpre style=\\\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\\\"\u003e┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓\\n\","," \"┃\u003cspan style=\\\"font-weight: bold\\\"\u003e Layer (type) \u003c/span\u003e┃\u003cspan style=\\\"font-weight: bold\\\"\u003e Output Shape \u003c/span\u003e┃\u003cspan style=\\\"font-weight: bold\\\"\u003e Param # \u003c/span\u003e┃\\n\","," \"┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩\\n\","," \"│ dense (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDense\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e256\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e65,792\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDropout\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e256\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e0\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_1 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDense\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e128\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e32,896\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_1 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDropout\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e128\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e0\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_2 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDense\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e128\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e16,512\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_2 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDropout\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e128\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e0\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_3 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDense\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e64\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e8,256\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_3 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDropout\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e64\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e0\u003c/span\u003e │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_4 (\u003cspan style=\\\"color: #0087ff; text-decoration-color: #0087ff\\\"\u003eDense\u003c/span\u003e) │ (\u003cspan style=\\\"color: #00d7ff; text-decoration-color: #00d7ff\\\"\u003eNone\u003c/span\u003e, \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e2\u003c/span\u003e) │ \u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e130\u003c/span\u003e │\\n\","," \"└─────────────────────────────────┴────────────────────────┴───────────────┘\\n\","," \"\u003c/pre\u003e\\n\""," ],"," \"text/plain\": ["," \"┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓\\n\","," \"┃\\u001b[1m \\u001b[0m\\u001b[1mLayer (type) \\u001b[0m\\u001b[1m \\u001b[0m┃\\u001b[1m \\u001b[0m\\u001b[1mOutput Shape \\u001b[0m\\u001b[1m \\u001b[0m┃\\u001b[1m \\u001b[0m\\u001b[1m Param #\\u001b[0m\\u001b[1m \\u001b[0m┃\\n\","," \"┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩\\n\","," \"│ dense (\\u001b[38;5;33mDense\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m256\\u001b[0m) │ \\u001b[38;5;34m65,792\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout (\\u001b[38;5;33mDropout\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m256\\u001b[0m) │ \\u001b[38;5;34m0\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_1 (\\u001b[38;5;33mDense\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m128\\u001b[0m) │ \\u001b[38;5;34m32,896\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_1 (\\u001b[38;5;33mDropout\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m128\\u001b[0m) │ \\u001b[38;5;34m0\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_2 (\\u001b[38;5;33mDense\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m128\\u001b[0m) │ \\u001b[38;5;34m16,512\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_2 (\\u001b[38;5;33mDropout\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m128\\u001b[0m) │ \\u001b[38;5;34m0\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_3 (\\u001b[38;5;33mDense\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m64\\u001b[0m) │ \\u001b[38;5;34m8,256\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dropout_3 (\\u001b[38;5;33mDropout\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m64\\u001b[0m) │ \\u001b[38;5;34m0\\u001b[0m │\\n\","," \"├─────────────────────────────────┼────────────────────────┼───────────────┤\\n\","," \"│ dense_4 (\\u001b[38;5;33mDense\\u001b[0m) │ (\\u001b[38;5;45mNone\\u001b[0m, \\u001b[38;5;34m2\\u001b[0m) │ \\u001b[38;5;34m130\\u001b[0m │\\n\","," \"└─────────────────────────────────┴────────────────────────┴───────────────┘\\n\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," },"," {"," \"data\": {"," \"text/html\": ["," \"\u003cpre style=\\\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\\\"\u003e\u003cspan style=\\\"font-weight: bold\\\"\u003e Total params: \u003c/span\u003e\u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e123,586\u003c/span\u003e (482.76 KB)\\n\","," \"\u003c/pre\u003e\\n\""," ],"," \"text/plain\": ["," \"\\u001b[1m Total params: \\u001b[0m\\u001b[38;5;34m123,586\\u001b[0m (482.76 KB)\\n\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," },"," {"," \"data\": {"," \"text/html\": ["," \"\u003cpre style=\\\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\\\"\u003e\u003cspan style=\\\"font-weight: bold\\\"\u003e Trainable params: \u003c/span\u003e\u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e123,586\u003c/span\u003e (482.76 KB)\\n\","," \"\u003c/pre\u003e\\n\""," ],"," \"text/plain\": ["," \"\\u001b[1m Trainable params: \\u001b[0m\\u001b[38;5;34m123,586\\u001b[0m (482.76 KB)\\n\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," },"," {"," \"data\": {"," \"text/html\": ["," \"\u003cpre style=\\\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\\\"\u003e\u003cspan style=\\\"font-weight: bold\\\"\u003e Non-trainable params: \u003c/span\u003e\u003cspan style=\\\"color: #00af00; text-decoration-color: #00af00\\\"\u003e0\u003c/span\u003e (0.00 B)\\n\","," \"\u003c/pre\u003e\\n\""," ],"," \"text/plain\": ["," \"\\u001b[1m Non-trainable params: \\u001b[0m\\u001b[38;5;34m0\\u001b[0m (0.00 B)\\n\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," },"," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"Epoch 1/25\\n\""," ]"," },"," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\\n\","," \"I0000 00:00:1727711073.129685 1848553 service.cc:146] XLA service 0x7b6504005ee0 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:\\n\","," \"I0000 00:00:1727711073.129707 1848553 service.cc:154] StreamExecutor device (0): NVIDIA RTX 6000 Ada Generation, Compute Capability 8.9\\n\","," \"2024-09-30 17:44:33.147607: I tensorflow/compiler/mlir/tensorflow/utils/dump_mlir_util.cc:268] disabling MLIR crash reproducer, set env var `MLIR_CRASH_REPRODUCER_DIRECTORY` to enable.\\n\","," \"2024-09-30 17:44:33.233553: I external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:531] Loaded cuDNN version 8902\\n\""," ]"," },"," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"\\u001b[1m68/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m━━━\\u001b[0m \\u001b[1m0s\\u001b[0m 747us/step - loss: 0.7839\""," ]"," },"," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"I0000 00:00:1727711074.391854 1848553 device_compiler.h:188] Compiled cluster using XLA! This line is logged at most once for the lifetime of the process.\\n\""," ]"," },"," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m5s\\u001b[0m 43ms/step - loss: 0.7765 - val_loss: 0.6899\\n\","," \"Epoch 2/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.6960 - val_loss: 0.6799\\n\","," \"Epoch 3/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.6770 - val_loss: 0.6013\\n\","," \"Epoch 4/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.5919 - val_loss: 0.4149\\n\","," \"Epoch 5/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4671 - val_loss: 0.3438\\n\","," \"Epoch 6/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4267 - val_loss: 0.3105\\n\","," \"Epoch 7/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3886 - val_loss: 0.3123\\n\","," \"Epoch 8/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4019 - val_loss: 0.2902\\n\","," \"Epoch 9/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4156 - val_loss: 0.2799\\n\","," \"Epoch 10/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4017 - val_loss: 0.3112\\n\","," \"Epoch 11/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3943 - val_loss: 0.2919\\n\","," \"Epoch 12/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3970 - val_loss: 0.3130\\n\","," \"Epoch 13/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3900 - val_loss: 0.3074\\n\","," \"Epoch 14/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3863 - val_loss: 0.2567\\n\","," \"Epoch 15/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.4020 - val_loss: 0.2711\\n\","," \"Epoch 16/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3646 - val_loss: 0.2593\\n\","," \"Epoch 17/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3369 - val_loss: 0.2412\\n\","," \"Epoch 18/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3264 - val_loss: 0.2440\\n\","," \"Epoch 19/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3205 - val_loss: 0.2701\\n\","," \"Epoch 20/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 2ms/step - loss: 0.3531 - val_loss: 0.3047\\n\","," \"Epoch 21/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3563 - val_loss: 0.2383\\n\","," \"Epoch 22/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3208 - val_loss: 0.2551\\n\","," \"Epoch 23/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3257 - val_loss: 0.2952\\n\","," \"Epoch 24/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3272 - val_loss: 0.2438\\n\","," \"Epoch 25/25\\n\","," \"\\u001b[1m78/78\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m0s\\u001b[0m 1ms/step - loss: 0.3195 - val_loss: 0.2562\\n\""," ]"," }"," ],"," \"source\": ["," \"input_shape = (configurer.config['d_model'],)\\n\","," \"\\n\","," \"# define the model\\n\","," \"head_model = Sequential()\\n\","," \"head_model.add(Dense(256, activation='relu', input_shape=input_shape))\\n\","," \"head_model.add(Dropout(0.4)) \\n\","," \"head_model.add(Dense(128, activation='relu'))\\n\","," \"head_model.add(Dropout(0.4))\\n\","," \"head_model.add(Dense(128, activation='relu'))\\n\","," \"head_model.add(Dropout(0.4)) \\n\","," \"head_model.add(Dense(64, activation='relu'))\\n\","," \"head_model.add(Dropout(0.4)) \\n\","," \"head_model.add(Dense(num_classes, activation='softmax'))\\n\","," \"\\n\","," \"# compile the model\\n\","," \"optimizer = Adam(learning_rate=0.001)\\n\","," \"\\n\","," \"head_model.compile(loss='categorical_crossentropy', optimizer=optimizer)\\n\","," \"head_model.summary()\\n\","," \"\\n\","," \"# Setup callbacks\\n\","," \"log_dir = \\\"logs/fit/\\\" + datetime.datetime.now().strftime(\\\"%Y%m%d-%H%M%S\\\")\\n\","," \"tensorboard_callback = TensorBoard(log_dir=log_dir, histogram_freq=1)\\n\","," \"history = head_model.fit(X_train, y_train, epochs=25, batch_size=64, validation_data=(X_test, y_test), callbacks=[tensorboard_callback])\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 12,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stderr\","," \"output_type\": \"stream\","," \"text\": ["," \"INFO:helical.models.hyena_dna.model:Processing data\\n\","," \"Processing sequences: 100%|██████████| 621/621 [00:00\u003c00:00, 10475.13it/s]\\n\","," \"INFO:helical.models.hyena_dna.model:Data processing finished.\\n\","," \"INFO:helical.models.hyena_dna.model:Inference started\\n\","," \"Getting embeddings: 100%|██████████| 125/125 [00:00\u003c00:00, 637.68it/s]\\n\""," ]"," }"," ],"," \"source\": ["," \"X_unseen, y_unseen = get_model_inputs(dataset[\\\"test\\\"])\\n\","," \"#np.save(f\\\"data/test/x_{label}_norm_256.npy\\\")\\n\","," \"#np.save(f\\\"data/test/y_{label}_norm_256.npy\\\")\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"### Evaluate the model on the test data\\n\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 13,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"\\u001b[1m20/20\\u001b[0m \\u001b[32m━━━━━━━━━━━━━━━━━━━━\\u001b[0m\\u001b[37m\\u001b[0m \\u001b[1m1s\\u001b[0m 25ms/step \\n\","," \"Correct predictions: 90.18%\\n\""," ]"," }"," ],"," \"source\": ["," \"#X_unseen = np.load(f\\\"data/test/x_{label}_norm_256.npy\\\")\\n\","," \"#y_unseen = np.load(f\\\"data/test/y_{label}_norm_256.npy\\\")\\n\","," \"\\n\","," \"predictions_nn = head_model.predict(X_unseen)\\n\","," \"\\n\","," \"y_pred = np.argmax(predictions_nn, axis=1)\\n\","," \"print(\\\"Correct predictions: {:.2f}%\\\".format(sum(np.equal(y_pred, y_unseen))*100/len(y_unseen)))\\n\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"The [Hyena](https://arxiv.org/pdf/2306.15794) and the [Nucleotide transformer](https://www.biorxiv.org/content/10.1101/2023.01.11.523679v1.full.pdf) papers, report accuracies around 95% for this task. Our results underperform in comparison. This is probably due to the much larger models being used for the NT, while the Hyena model was re-trained from scratch for this task. In future work, we want to achieve these accuracies too with either approaches.\""," ]"," },"," {"," \"cell_type\": \"markdown\","," \"metadata\": {},"," \"source\": ["," \"## OPTIONAL\\n\","," \"For reference, we also trained an SVM model and obtained similar results (to our small NN).\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 14,"," \"metadata\": {},"," \"outputs\": ["," {"," \"data\": {"," \"text/html\": ["," \"\u003cstyle\u003e#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \\\"▸\\\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \\\"▾\\\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \\\"\\\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \\\"\\\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \\\"\\\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}\u003c/style\u003e\u003cdiv id=\\\"sk-container-id-1\\\" class=\\\"sk-top-container\\\"\u003e\u003cdiv class=\\\"sk-text-repr-fallback\\\"\u003e\u003cpre\u003eSVC(C=1)\u003c/pre\u003e\u003cb\u003eIn a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. \u003cbr /\u003eOn GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.\u003c/b\u003e\u003c/div\u003e\u003cdiv class=\\\"sk-container\\\" hidden\u003e\u003cdiv class=\\\"sk-item\\\"\u003e\u003cdiv class=\\\"sk-estimator sk-toggleable\\\"\u003e\u003cinput class=\\\"sk-toggleable__control sk-hidden--visually\\\" id=\\\"sk-estimator-id-1\\\" type=\\\"checkbox\\\" checked\u003e\u003clabel for=\\\"sk-estimator-id-1\\\" class=\\\"sk-toggleable__label sk-toggleable__label-arrow\\\"\u003eSVC\u003c/label\u003e\u003cdiv class=\\\"sk-toggleable__content\\\"\u003e\u003cpre\u003eSVC(C=1)\u003c/pre\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e\""," ],"," \"text/plain\": ["," \"SVC(C=1)\""," ]"," },"," \"execution_count\": 14,"," \"metadata\": {},"," \"output_type\": \"execute_result\""," }"," ],"," \"source\": ["," \"# Train the SVM model\\n\","," \"svm_model = svm.SVC(kernel='rbf', degree=3, C=1, decision_function_shape='ovr') # One-vs-rest strategy\\n\","," \"X_train, X_test, y_train, y_test = train_test_split(x, y, test_size=0.1, random_state=42)\\n\","," \"svm_model.fit(X_train, y_train)\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 15,"," \"metadata\": {},"," \"outputs\": ["," {"," \"name\": \"stdout\","," \"output_type\": \"stream\","," \"text\": ["," \"Test accuracy: 89.7%\\n\""," ]"," }"," ],"," \"source\": ["," \"# Evaluate the model\\n\","," \"unseen_predictions_svm = svm_model.predict(X_unseen)\\n\","," \"\\n\","," \"accuracy = accuracy_score(y_unseen, unseen_predictions_svm)\\n\","," \"print(\\\"Test accuracy: {:.1f}%\\\".format(accuracy*100))\\n\""," ]"," },"," {"," \"cell_type\": \"code\","," \"execution_count\": 16,"," \"metadata\": {},"," \"outputs\": ["," {"," \"data\": {"," \"image/png\": \"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\","," \"text/plain\": ["," \"\u003cFigure size 1000x700 with 2 Axes\u003e\""," ]"," },"," \"metadata\": {},"," \"output_type\": \"display_data\""," }"," ],"," \"source\": ["," \"import seaborn as sns\\n\","," \"import matplotlib.pyplot as plt\\n\","," \"from sklearn.metrics import confusion_matrix\\n\","," \"\\n\","," \"# NN\\n\","," \"# y_true = np.argmax(y_test, axis=1)\\n\","," \"# y_pred_classes = np.argmax(predictions_nn, axis=1)\\n\","," \"\\n\","," \"# SVM\\n\","," \"y_true = y_test\\n\","," \"y_pred_classes = svm_model.predict(X_test)\\n\","," \"\\n\","," \"# Compute the confusion matrix\\n\","," \"cm = confusion_matrix(y_true, y_pred_classes)\\n\","," \"\\n\","," \"# Create a heatmap\\n\","," \"plt.figure(figsize=(10,7))\\n\","," \"sns.heatmap(cm, annot=True, fmt='d')\\n\","," \"plt.xlabel('Predicted')\\n\","," \"plt.ylabel('Truth')\\n\","," \"plt.show()\""," ]"," }"," ],"," \"metadata\": {"," \"kernelspec\": {"," \"display_name\": \"helical-package\","," \"language\": \"python\","," \"name\": \"python3\""," },"," \"language_info\": {"," \"codemirror_mode\": {"," \"name\": \"ipython\","," \"version\": 3"," },"," \"file_extension\": \".py\","," \"mimetype\": \"text/x-python\","," \"name\": \"python\","," \"nbconvert_exporter\": \"python\","," \"pygments_lexer\": \"ipython3\","," \"version\": \"3.11.8\""," }"," },"," \"nbformat\": 4,"," \"nbformat_minor\": 2","}"],"stylingDirectives":null,"colorizedLines":null,"csv":null,"csvError":null,"dependabotInfo":{"showConfigurationBanner":false,"configFilePath":null,"networkDependabotPath":"/helicalAI/helical/network/updates","dismissConfigurationNoticePath":"/settings/dismiss-notice/dependabot_configuration_notice","configurationNoticeDismissed":null},"displayName":"Hyena-DNA-Inference.ipynb","displayUrl":"https://notebooks.githubusercontent.com/view/ipynb?browser=ie\u0026bypass_fastly=true\u0026color_mode=auto\u0026commit=58371adf356b6bb274e7760c36b1ae3f123b6cd9\u0026device=unknown_device\u0026docs_host=https%3A%2F%2Fdocs.github.com\u0026enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f68656c6963616c41492f68656c6963616c2f353833373161646633353662366262323734653737363063333662316165336631323362366364392f6578616d706c65732f6e6f7465626f6f6b732f4879656e612d444e412d496e666572656e63652e6970796e62\u0026logged_in=false\u0026nwo=helicalAI%2Fhelical\u0026path=examples%2Fnotebooks%2FHyena-DNA-Inference.ipynb\u0026platform=windows\u0026repository_id=792692027\u0026repository_type=Repository\u0026version=7","headerInfo":{"blobSize":"71.1 KB","deleteTooltip":"You must be signed in to make or propose changes","editTooltip":"You must be signed in to make or propose changes","ghDesktopPath":"https://desktop.github.com","isGitLfs":false,"onBranch":true,"shortPath":"f055f0b","siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FhelicalAI%2Fhelical%2Fblob%2Frelease%2Fexamples%2Fnotebooks%2FHyena-DNA-Inference.ipynb","isCSV":false,"isRichtext":false,"toc":null,"lineInfo":{"truncatedLoc":"750","truncatedSloc":"750"},"mode":"file"},"image":false,"isCodeownersFile":null,"isPlain":false,"isValidLegacyIssueTemplate":false,"issueTemplate":null,"discussionTemplate":null,"language":"Jupyter Notebook","languageID":185,"large":false,"planSupportInfo":{"repoIsFork":null,"repoOwnedByCurrentUser":null,"requestFullPath":"/helicalAI/helical/blob/release/examples/notebooks/Hyena-DNA-Inference.ipynb","showFreeOrgGatedFeatureMessage":null,"showPlanSupportBanner":null,"upgradeDataAttributes":null,"upgradePath":null},"publishBannersInfo":{"dismissActionNoticePath":"/settings/dismiss-notice/publish_action_from_dockerfile","releasePath":"/helicalAI/helical/releases/new?marketplace=true","showPublishActionBanner":false},"rawBlobUrl":"https://github.com/helicalAI/helical/raw/refs/heads/release/examples/notebooks/Hyena-DNA-Inference.ipynb","renderImageOrRaw":false,"richText":null,"renderedFileInfo":{"identityUUID":"043e8e1c-67ef-48cb-bcf3-79da4048694a","renderFileType":"ipynb","size":72854},"shortPath":null,"symbolsEnabled":true,"tabSize":8,"topBannersInfo":{"overridingGlobalFundingFile":false,"globalPreferredFundingPath":null,"showInvalidCitationWarning":false,"citationHelpUrl":"https://docs.github.com/github/creating-cloning-and-archiving-repositories/creating-a-repository-on-github/about-citation-files","actionsOnboardingTip":null},"truncated":false,"viewable":true,"workflowRedirectUrl":null,"symbols":{"timed_out":false,"not_analyzed":true,"symbols":[]}},"copilotInfo":null,"copilotAccessAllowed":false,"csrf_tokens":{"/helicalAI/helical/branches":{"post":"JLwyq4MZiVDQtyHxWMUcix3-EsPI1SZA8Q7HhlDJmdO9Eibjh8FuhxoAdfBv8pt7XmcYKS9fHTt6kWa93b2nAg"},"/repos/preferences":{"post":"j9Ob5BJGtEti-CJ8m1WmhElTLo3Bt1aXTKOpBYjFy4Q3pSsWWXrikSHxv9DkiDO3QkmYNHj-_JdJ-qDqGz3vpg"}}},"title":"helical/examples/notebooks/Hyena-DNA-Inference.ipynb at release · helicalAI/helical","appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-1583894afd38.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-67668e8c2caa.js","githubDevUrl":null,"enabled_features":{"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"copilot_conversational_ux_embedding_update":false,"copilot_smell_icebreaker_ux":true,"copilot_workspace":false,"blob_edit_unsaved_changes_storage":true,"accessible_code_button":true}}}</script> <div data-target="react-app.reactRoot"><style data-styled="true" data-styled-version="5.3.11">.hOfjFo{padding:0;}/*!sc*/ .oDGAe{max-width:100%;margin-left:auto;margin-right:auto;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;}/*!sc*/ .kowOcT{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex:1 1 100%;-ms-flex:1 1 100%;flex:1 1 100%;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;max-width:100%;}/*!sc*/ .gISSDQ{width:100%;}/*!sc*/ @media screen and (min-width:544px){.gISSDQ{width:100%;}}/*!sc*/ @media screen and (min-width:768px){.gISSDQ{width:auto;}}/*!sc*/ .fLEPlD{display:none;-webkit-order:1;-ms-flex-order:1;order:1;width:100%;margin-left:0;margin-right:0;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;margin-bottom:0;min-width:0;}/*!sc*/ @media screen and (min-width:544px){.fLEPlD{-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}}/*!sc*/ @media screen and (min-width:768px){.fLEPlD{width:auto;margin-top:0 !important;margin-bottom:0 !important;position:-webkit-sticky;position:sticky;top:0px;max-height:100vh !important;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;margin-right:0;height:100vh;}}/*!sc*/ @media print,screen and (max-width:1011px) and (min-width:768px){.fLEPlD{display:none;}}/*!sc*/ .hPvFuC{margin-left:0;margin-right:0;display:none;margin-top:0;}/*!sc*/ @media screen and (min-width:768px){.hPvFuC{margin-left:0 !important;margin-right:0 !important;}}/*!sc*/ .fFSoPl{--pane-min-width:256px;--pane-max-width-diff:511px;--pane-max-width:calc(100vw - var(--pane-max-width-diff));width:100%;padding:0;}/*!sc*/ @media screen and (min-width:544px){}/*!sc*/ @media screen and (min-width:768px){.fFSoPl{width:clamp(var(--pane-min-width),var(--pane-width),var(--pane-max-width));overflow:auto;}}/*!sc*/ @media screen and (min-width:1280px){.fFSoPl{--pane-max-width-diff:959px;}}/*!sc*/ .bTBnTW{height:100%;position:relative;display:none;margin-left:0;}/*!sc*/ .bHLmSv{position:absolute;inset:0 -2px;cursor:col-resize;background-color:transparent;-webkit-transition-delay:0.1s;transition-delay:0.1s;}/*!sc*/ .bHLmSv:hover{background-color:var(--bgColor-neutral-muted,var(--color-neutral-muted,rgba(175,184,193,0.2)));}/*!sc*/ .iKqMNA{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-order:2;-ms-flex-order:2;order:2;-webkit-flex-basis:0;-ms-flex-preferred-size:0;flex-basis:0;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;-webkit-flex-shrink:1;-ms-flex-negative:1;flex-shrink:1;min-width:1px;margin-right:auto;}/*!sc*/ @media print{.iKqMNA{display:-webkit-box !important;display:-webkit-flex !important;display:-ms-flexbox !important;display:flex !important;}}/*!sc*/ .FxAyp{width:100%;max-width:100%;margin-left:auto;margin-right:auto;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;padding:0;}/*!sc*/ .leYMvG{margin-left:auto;margin-right:auto;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;padding-bottom:40px;max-width:100%;margin-top:0;}/*!sc*/ .KMPzq{display:inherit;}/*!sc*/ .hfKjHv{width:100%;}/*!sc*/ .gZWyZE{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;gap:8px;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;width:100%;}/*!sc*/ .dwYKDk{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:start;-webkit-box-align:start;-ms-flex-align:start;align-items:start;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;gap:8px;}/*!sc*/ .ibcGmb{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:start;-webkit-box-align:start;-ms-flex-align:start;align-items:start;min-width:0;}/*!sc*/ .hKaEJF{display:block;margin-right:8px;}/*!sc*/ @media screen and (min-width:1360px){.hKaEJF{display:block;}}/*!sc*/ .XosP{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;font-size:14px;}/*!sc*/ .gUkoLg{-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;}/*!sc*/ .hzSPyu{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;pointer-events:none;}/*!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*/ .dbrgmi{font-size:14px;min-width:0;max-width:125px;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;}/*!sc*/ .dHJiml{-webkit-align-self:center;-ms-flex-item-align:center;align-self:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;padding-left:8px;padding-right:8px;min-width:0;}/*!sc*/ .cEytCf{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;font-size:16px;min-width:0;-webkit-flex-shrink:1;-ms-flex-negative:1;flex-shrink:1;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;max-width:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}/*!sc*/ .fzFXnm{max-width:100%;}/*!sc*/ .iMnkmv{max-width:100%;list-style:none;display:inline-block;}/*!sc*/ .ghzDag{display:inline-block;max-width:100%;}/*!sc*/ .kHuKdh{font-weight:600;}/*!sc*/ .kgiVEz{font-weight:400;}/*!sc*/ .jGhzSQ{font-weight:600;display:inline-block;max-width:100%;font-size:16px;}/*!sc*/ .faNtbn{min-height:32px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:start;-webkit-box-align:start;-ms-flex-align:start;align-items:start;}/*!sc*/ .fmQaBv{margin-left:4px;margin-right:4px;}/*!sc*/ .dJxjrT{margin-left:16px;margin-right:16px;}/*!sc*/ .eFxKDQ{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;}/*!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*/ .ldRxiI{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}/*!sc*/ .fVkfyA{width:100%;height:-webkit-fit-content;height:-moz-fit-content;height:fit-content;min-width:0;margin-right:0;}/*!sc*/ .gNAmSV{height:40px;padding-left:4px;padding-bottom:16px;}/*!sc*/ .jNEwzY{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}/*!sc*/ .bsDwxw{font-size:12px;-webkit-flex:auto;-ms-flex:auto;flex:auto;padding-right:16px;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));min-width:0;}/*!sc*/ .jdLMhu{top:0px;z-index:4;background:var(--bgColor-default,var(--color-canvas-default));position:-webkit-sticky;position:sticky;}/*!sc*/ .tOISc{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;width:100%;position:absolute;}/*!sc*/ .hqwSEx{display:none;min-width:0;padding-top:8px;padding-bottom:8px;}/*!sc*/ .bDVoEr{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;overflow:hidden;margin-left:8px;margin-right:8px;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;width:100%;}/*!sc*/ .kYLlPM{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}/*!sc*/ .gYjEmn{margin-left:4px;margin-right:8px;}/*!sc*/ .kGqOLL{text-overflow:ellipsis;overflow:hidden;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ .fHind{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;font-size:14px;min-width:0;-webkit-flex-shrink:1;-ms-flex-negative:1;flex-shrink:1;-webkit-flex-wrap:wrap;-ms-flex-wrap:wrap;flex-wrap:wrap;max-width:100%;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}/*!sc*/ .dnZoUW{font-weight:600;display:inline-block;max-width:100%;font-size:14px;}/*!sc*/ .kTvpNk{padding-left:8px;padding-top:8px;padding-bottom:8px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex:1;-ms-flex:1;flex:1;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;background-color:var(--bgColor-muted,var(--color-canvas-subtle,#f6f8fa));border:1px solid var(--borderColor-default,var(--color-border-default));border-radius:6px 6px 0px 0px;}/*!sc*/ .iNMjfP{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;gap:8px;min-width:0;}/*!sc*/ .fefCSX{display:block;position:relative;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;margin-top:-1px;margin-bottom:-1px;--separator-color:transparent;}/*!sc*/ .fefCSX:not(:last-child){margin-right:1px;}/*!sc*/ .fefCSX:not(:last-child):after{background-color:var(--separator-color);content:"";position:absolute;right:-2px;top:8px;bottom:8px;width:1px;}/*!sc*/ .fefCSX:focus-within:has(:focus-visible){--separator-color:transparent;}/*!sc*/ .fefCSX:first-child{margin-left:-1px;}/*!sc*/ .fefCSX:last-child{margin-right:-1px;}/*!sc*/ .idgUkN{display:block;position:relative;-webkit-box-flex:1;-webkit-flex-grow:1;-ms-flex-positive:1;flex-grow:1;margin-top:-1px;margin-bottom:-1px;--separator-color:var(--borderColor-default,var(--color-border-default,#d0d7de));}/*!sc*/ .idgUkN:not(:last-child){margin-right:1px;}/*!sc*/ .idgUkN:not(:last-child):after{background-color:var(--separator-color);content:"";position:absolute;right:-2px;top:8px;bottom:8px;width:1px;}/*!sc*/ .idgUkN:focus-within:has(:focus-visible){--separator-color:transparent;}/*!sc*/ .idgUkN:first-child{margin-left:-1px;}/*!sc*/ .idgUkN:last-child{margin-right:-1px;}/*!sc*/ .kcLCKF{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;gap:8px;margin-right:8px;}/*!sc*/ .kVWtTz{gap:8px;}/*!sc*/ .hGyMdv{border:1px solid;border-top:none;border-color:var(--borderColor-default,var(--color-border-default,#d0d7de));border-radius:0px 0px 6px 6px;min-width:273px;}/*!sc*/ .iWAocR{background-color:var(--bgColor-default,var(--color-canvas-default));border:0px;border-width:0;border-radius:0px 0px 6px 6px;padding:0;min-width:0;margin-top:46px;overflow:auto;}/*!sc*/ .kAxYNj{width:100%;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;}/*!sc*/ .btAlCA{width:1024px;border-bottom-left-radius:6px;border-bottom-right-radius:6px;line-height:0;padding:32px;text-align:center;}/*!sc*/ .dPCkgf{border:0;display:block;height:1px;width:1px;position:fixed;bottom:0;right:0;}/*!sc*/ .cCoXib{position:fixed;top:0;right:0;height:100%;width:15px;-webkit-transition:-webkit-transform 0.3s;-webkit-transition:transform 0.3s;transition:transform 0.3s;z-index:1;}/*!sc*/ .cCoXib:hover{-webkit-transform:scaleX(1.5);-ms-transform:scaleX(1.5);transform:scaleX(1.5);}/*!sc*/ data-styled.g1[id="Box-sc-g0xbh4-0"]{content:"hOfjFo,oDGAe,kowOcT,gISSDQ,fLEPlD,hPvFuC,fFSoPl,bTBnTW,bHLmSv,iKqMNA,FxAyp,leYMvG,KMPzq,hfKjHv,gZWyZE,dwYKDk,ibcGmb,hKaEJF,XosP,gUkoLg,hzSPyu,bZBlpz,lhTYNA,dbrgmi,dHJiml,cEytCf,fzFXnm,iMnkmv,ghzDag,kHuKdh,kgiVEz,jGhzSQ,faNtbn,fmQaBv,dJxjrT,eFxKDQ,dzCJzi,ldRxiI,fVkfyA,gNAmSV,jNEwzY,bsDwxw,jdLMhu,tOISc,hqwSEx,bDVoEr,kYLlPM,gYjEmn,kGqOLL,fHind,dnZoUW,kTvpNk,iNMjfP,fefCSX,idgUkN,kcLCKF,kVWtTz,hGyMdv,iWAocR,kAxYNj,btAlCA,dPCkgf,cCoXib,"}/*!sc*/ .eMMFM{min-width:0;}/*!sc*/ .eMMFM:where([data-size='small']){font-size:var(--text-body-size-small,0.75rem);line-height:var(--text-body-lineHeight-small,1.6666);}/*!sc*/ .eMMFM:where([data-size='medium']){font-size:var(--text-body-size-medium,0.875rem);line-height:var(--text-body-lineHeight-medium,1.4285);}/*!sc*/ .eMMFM:where([data-size='large']){font-size:var(--text-body-size-large,1rem);line-height:var(--text-body-lineHeight-large,1.5);}/*!sc*/ .eMMFM:where([data-weight='light']){font-weight:var(--base-text-weight-light,300);}/*!sc*/ .eMMFM:where([data-weight='normal']){font-weight:var(--base-text-weight-normal,400);}/*!sc*/ .eMMFM:where([data-weight='medium']){font-weight:var(--base-text-weight-medium,500);}/*!sc*/ .eMMFM:where([data-weight='semibold']){font-weight:var(--base-text-weight-semibold,600);}/*!sc*/ .HlHVj{padding-left:4px;padding-right:4px;font-weight:400;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));font-size:16px;}/*!sc*/ .HlHVj:where([data-size='small']){font-size:var(--text-body-size-small,0.75rem);line-height:var(--text-body-lineHeight-small,1.6666);}/*!sc*/ .HlHVj:where([data-size='medium']){font-size:var(--text-body-size-medium,0.875rem);line-height:var(--text-body-lineHeight-medium,1.4285);}/*!sc*/ .HlHVj:where([data-size='large']){font-size:var(--text-body-size-large,1rem);line-height:var(--text-body-lineHeight-large,1.5);}/*!sc*/ .HlHVj:where([data-weight='light']){font-weight:var(--base-text-weight-light,300);}/*!sc*/ .HlHVj:where([data-weight='normal']){font-weight:var(--base-text-weight-normal,400);}/*!sc*/ .HlHVj:where([data-weight='medium']){font-weight:var(--base-text-weight-medium,500);}/*!sc*/ .HlHVj:where([data-weight='semibold']){font-weight:var(--base-text-weight-semibold,600);}/*!sc*/ .lauzFl{padding-left:4px;padding-right:4px;font-weight:400;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));font-size:14px;}/*!sc*/ .lauzFl:where([data-size='small']){font-size:var(--text-body-size-small,0.75rem);line-height:var(--text-body-lineHeight-small,1.6666);}/*!sc*/ .lauzFl:where([data-size='medium']){font-size:var(--text-body-size-medium,0.875rem);line-height:var(--text-body-lineHeight-medium,1.4285);}/*!sc*/ .lauzFl:where([data-size='large']){font-size:var(--text-body-size-large,1rem);line-height:var(--text-body-lineHeight-large,1.5);}/*!sc*/ .lauzFl:where([data-weight='light']){font-weight:var(--base-text-weight-light,300);}/*!sc*/ .lauzFl:where([data-weight='normal']){font-weight:var(--base-text-weight-normal,400);}/*!sc*/ .lauzFl:where([data-weight='medium']){font-weight:var(--base-text-weight-medium,500);}/*!sc*/ .lauzFl:where([data-weight='semibold']){font-weight:var(--base-text-weight-semibold,600);}/*!sc*/ data-styled.g3[id="Text__StyledText-sc-17v1xeu-0"]{content:"eMMFM,HlHVj,lauzFl,"}/*!sc*/ .fhNCdb:not(:focus):not(:active):not(:focus-within){-webkit-clip-path:inset(50%);clip-path:inset(50%);height:1px;overflow:hidden;position:absolute;white-space:nowrap;width:1px;}/*!sc*/ data-styled.g6[id="VisuallyHidden__StyledVisuallyHidden-sc-1rhpuyf-0"]{content:"fhNCdb,"}/*!sc*/ .NkUmW{-webkit-animation:rotate-keyframes 1s linear infinite;animation:rotate-keyframes 1s linear infinite;margin-left:auto;margin-right:auto;}/*!sc*/ @-webkit-keyframes rotate-keyframes{100%{-webkit-transform:rotate(360deg);-ms-transform:rotate(360deg);transform:rotate(360deg);}}/*!sc*/ @keyframes rotate-keyframes{100%{-webkit-transform:rotate(360deg);-ms-transform:rotate(360deg);transform:rotate(360deg);}}/*!sc*/ data-styled.g7[id="Spinner__StyledComponentSpinner-sc-1knt686-0"]{content:"NkUmW,"}/*!sc*/ .gwqFqs{font-size:14px;line-height:20px;color:var(--fgColor-default,var(--color-fg-default,#1F2328));vertical-align:middle;background-color:var(--bgColor-default,var(--color-canvas-default,#ffffff));border:1px solid var(--control-borderColor-rest,var(--borderColor-default,var(--color-border-default,#d0d7de)));border-radius:6px;outline:none;box-shadow:var(--shadow-inset,var(--color-primer-shadow-inset,inset 0 1px 0 rgba(208,215,222,0.2)));display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;-webkit-align-items:stretch;-webkit-box-align:stretch;-ms-flex-align:stretch;align-items:stretch;min-height:32px;overflow:hidden;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;min-width:160px;}/*!sc*/ .gwqFqs input,.gwqFqs textarea{cursor:text;}/*!sc*/ .gwqFqs select{cursor:pointer;}/*!sc*/ .gwqFqs input::-webkit-input-placeholder,.gwqFqs textarea::-webkit-input-placeholder,.gwqFqs select::-webkit-input-placeholder{color:var(---control-fgColor-placeholder,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .gwqFqs input::-moz-placeholder,.gwqFqs textarea::-moz-placeholder,.gwqFqs select::-moz-placeholder{color:var(---control-fgColor-placeholder,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .gwqFqs input:-ms-input-placeholder,.gwqFqs textarea:-ms-input-placeholder,.gwqFqs select:-ms-input-placeholder{color:var(---control-fgColor-placeholder,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .gwqFqs input::placeholder,.gwqFqs textarea::placeholder,.gwqFqs select::placeholder{color:var(---control-fgColor-placeholder,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .gwqFqs:focus-within{border-color:var(--fgColor-accent,var(--color-accent-fg,#0969da));outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .gwqFqs > textarea{padding:12px;}/*!sc*/ @media (min-width:768px){.gwqFqs{font-size:14px;}}/*!sc*/ data-styled.g9[id="TextInputWrapper__TextInputBaseWrapper-sc-1mqhpbi-0"]{content:"gwqFqs,"}/*!sc*/ .decvaq{background-repeat:no-repeat;background-position:right 8px center;padding-left:12px;padding-right:12px;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;min-width:160px;}/*!sc*/ .decvaq > :not(:last-child){margin-right:8px;}/*!sc*/ .decvaq .TextInput-icon,.decvaq .TextInput-action{-webkit-align-self:center;-ms-flex-item-align:center;align-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));-webkit-flex-shrink:0;-ms-flex-negative:0;flex-shrink:0;}/*!sc*/ .decvaq > input,.decvaq > select{padding-left:0;padding-right:0;}/*!sc*/ data-styled.g10[id="TextInputWrapper-sc-1mqhpbi-1"]{content:"decvaq,"}/*!sc*/ .kBQCgV{border-radius:6px;border:1px solid;border-color:transparent;font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));background-color:transparent;box-shadow:none;}/*!sc*/ .kBQCgV:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .kBQCgV:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .kBQCgV:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .kBQCgV[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .kBQCgV[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .kBQCgV:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .kBQCgV:active{-webkit-transition:none;transition:none;}/*!sc*/ .kBQCgV[data-inactive]{cursor:auto;}/*!sc*/ .kBQCgV:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));background-color:var(--button-invisible-bgColor-disabled,transparent);}/*!sc*/ .kBQCgV:disabled [data-component=ButtonCounter],.kBQCgV:disabled [data-component="leadingVisual"],.kBQCgV:disabled [data-component="trailingAction"]{color:inherit;}/*!sc*/ @media (forced-colors:active){.kBQCgV:focus{outline:solid 1px transparent;}}/*!sc*/ .kBQCgV [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .kBQCgV[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .kBQCgV[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .kBQCgV[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .kBQCgV[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .kBQCgV[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .kBQCgV[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .kBQCgV[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .kBQCgV[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .kBQCgV[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .kBQCgV[data-block="block"]{width:100%;}/*!sc*/ .kBQCgV[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .kBQCgV[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .kBQCgV[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .kBQCgV[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .kBQCgV[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .kBQCgV[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .kBQCgV[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .kBQCgV[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .kBQCgV[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .kBQCgV [data-component="leadingVisual"]{grid-area:leadingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .kBQCgV [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .kBQCgV [data-component="trailingVisual"]{grid-area:trailingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .kBQCgV [data-component="trailingAction"]{margin-right:-4px;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .kBQCgV [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .kBQCgV [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .kBQCgV [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .kBQCgV [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .kBQCgV:hover:not([disabled]){background-color:var(--control-transparent-bgColor-hover,var(--color-action-list-item-default-hover-bg,rgba(208,215,222,0.32)));}/*!sc*/ .kBQCgV:active:not([disabled]){background-color:var(--control-transparent-bgColor-active,var(--color-action-list-item-default-active-bg,rgba(208,215,222,0.48)));}/*!sc*/ .kBQCgV[aria-expanded=true]{background-color:var(--control-transparent-bgColor-selected,var(--color-action-list-item-default-selected-bg,rgba(208,215,222,0.24)));}/*!sc*/ .kBQCgV[data-component="IconButton"][data-no-visuals]{color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .kBQCgV[data-no-visuals]{color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .kBQCgV:has([data-component="ButtonCounter"]){color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .kBQCgV:disabled[data-no-visuals]{color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));}/*!sc*/ .kBQCgV:disabled[data-no-visuals] [data-component=ButtonCounter]{color:inherit;}/*!sc*/ .kBQCgV[data-size="medium"]{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));padding-left:8px;padding-right:8px;display:none;}/*!sc*/ @media screen and (max-width:768px){.kBQCgV[data-size="medium"]{display:block;}}/*!sc*/ .dPmZyJ{border-radius:6px;border:1px solid;border-color:transparent;font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));background-color:transparent;box-shadow:none;}/*!sc*/ .dPmZyJ:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .dPmZyJ:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .dPmZyJ:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .dPmZyJ[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .dPmZyJ[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .dPmZyJ:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .dPmZyJ:active{-webkit-transition:none;transition:none;}/*!sc*/ .dPmZyJ[data-inactive]{cursor:auto;}/*!sc*/ .dPmZyJ:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));background-color:var(--button-invisible-bgColor-disabled,transparent);}/*!sc*/ .dPmZyJ:disabled [data-component=ButtonCounter],.dPmZyJ:disabled [data-component="leadingVisual"],.dPmZyJ:disabled [data-component="trailingAction"]{color:inherit;}/*!sc*/ @media (forced-colors:active){.dPmZyJ:focus{outline:solid 1px transparent;}}/*!sc*/ .dPmZyJ [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .dPmZyJ[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .dPmZyJ[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .dPmZyJ[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .dPmZyJ[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .dPmZyJ[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .dPmZyJ[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .dPmZyJ[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .dPmZyJ[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .dPmZyJ[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .dPmZyJ[data-block="block"]{width:100%;}/*!sc*/ .dPmZyJ[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .dPmZyJ[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .dPmZyJ[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .dPmZyJ[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .dPmZyJ[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .dPmZyJ[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .dPmZyJ[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .dPmZyJ[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .dPmZyJ[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .dPmZyJ [data-component="leadingVisual"]{grid-area:leadingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .dPmZyJ [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .dPmZyJ [data-component="trailingVisual"]{grid-area:trailingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .dPmZyJ [data-component="trailingAction"]{margin-right:-4px;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .dPmZyJ [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .dPmZyJ [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .dPmZyJ [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .dPmZyJ [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .dPmZyJ:hover:not([disabled]){background-color:var(--control-transparent-bgColor-hover,var(--color-action-list-item-default-hover-bg,rgba(208,215,222,0.32)));}/*!sc*/ .dPmZyJ:active:not([disabled]){background-color:var(--control-transparent-bgColor-active,var(--color-action-list-item-default-active-bg,rgba(208,215,222,0.48)));}/*!sc*/ .dPmZyJ[aria-expanded=true]{background-color:var(--control-transparent-bgColor-selected,var(--color-action-list-item-default-selected-bg,rgba(208,215,222,0.24)));}/*!sc*/ .dPmZyJ[data-component="IconButton"][data-no-visuals]{color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .dPmZyJ[data-no-visuals]{color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .dPmZyJ:has([data-component="ButtonCounter"]){color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .dPmZyJ:disabled[data-no-visuals]{color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));}/*!sc*/ .dPmZyJ:disabled[data-no-visuals] [data-component=ButtonCounter]{color:inherit;}/*!sc*/ .iQGjqs{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));}/*!sc*/ .iQGjqs:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .iQGjqs:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .iQGjqs:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .iQGjqs[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .iQGjqs[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .iQGjqs:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .iQGjqs:active{-webkit-transition:none;transition:none;}/*!sc*/ .iQGjqs[data-inactive]{cursor:auto;}/*!sc*/ .iQGjqs:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .iQGjqs:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.iQGjqs:focus{outline:solid 1px transparent;}}/*!sc*/ .iQGjqs [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .iQGjqs[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .iQGjqs[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .iQGjqs[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .iQGjqs[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .iQGjqs[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .iQGjqs[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .iQGjqs[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .iQGjqs[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .iQGjqs[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .iQGjqs[data-block="block"]{width:100%;}/*!sc*/ .iQGjqs[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .iQGjqs[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .iQGjqs[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .iQGjqs[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .iQGjqs[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .iQGjqs[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .iQGjqs[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .iQGjqs[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .iQGjqs[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .iQGjqs [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .iQGjqs [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .iQGjqs [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .iQGjqs [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .iQGjqs [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .iQGjqs [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .iQGjqs [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iQGjqs [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .iQGjqs:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .iQGjqs:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .iQGjqs[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .iQGjqs [data-component="leadingVisual"],.iQGjqs [data-component="trailingVisual"],.iQGjqs [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .iQGjqs[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iQGjqs[data-size="medium"]{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;}/*!sc*/ .iQGjqs[data-size="medium"] svg{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iQGjqs[data-size="medium"] > span{width:inherit;}/*!sc*/ .iLfocZ{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));}/*!sc*/ .iLfocZ:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .iLfocZ:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .iLfocZ:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .iLfocZ[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .iLfocZ[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .iLfocZ:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .iLfocZ:active{-webkit-transition:none;transition:none;}/*!sc*/ .iLfocZ[data-inactive]{cursor:auto;}/*!sc*/ .iLfocZ:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .iLfocZ:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.iLfocZ:focus{outline:solid 1px transparent;}}/*!sc*/ .iLfocZ [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .iLfocZ[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .iLfocZ[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .iLfocZ[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .iLfocZ[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .iLfocZ[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .iLfocZ[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .iLfocZ[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .iLfocZ[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .iLfocZ[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .iLfocZ[data-block="block"]{width:100%;}/*!sc*/ .iLfocZ[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .iLfocZ[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .iLfocZ[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .iLfocZ[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .iLfocZ[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .iLfocZ[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .iLfocZ[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .iLfocZ[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .iLfocZ[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .iLfocZ [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .iLfocZ [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .iLfocZ [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .iLfocZ [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .iLfocZ [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .iLfocZ [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .iLfocZ [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iLfocZ [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .iLfocZ:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .iLfocZ:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .iLfocZ[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .iLfocZ [data-component="leadingVisual"],.iLfocZ [data-component="trailingVisual"],.iLfocZ [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .iLfocZ[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iLfocZ[data-size="medium"][data-no-visuals]{border-top-left-radius:0;border-bottom-left-radius:0;display:none;}/*!sc*/ .JVsBq{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));}/*!sc*/ .JVsBq:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .JVsBq:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .JVsBq:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .JVsBq[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .JVsBq[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .JVsBq:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .JVsBq:active{-webkit-transition:none;transition:none;}/*!sc*/ .JVsBq[data-inactive]{cursor:auto;}/*!sc*/ .JVsBq:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .JVsBq:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.JVsBq:focus{outline:solid 1px transparent;}}/*!sc*/ .JVsBq [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .JVsBq[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .JVsBq[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .JVsBq[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .JVsBq[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .JVsBq[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .JVsBq[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .JVsBq[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .JVsBq[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .JVsBq[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .JVsBq[data-block="block"]{width:100%;}/*!sc*/ .JVsBq[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .JVsBq[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .JVsBq[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .JVsBq[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .JVsBq[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .JVsBq[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .JVsBq[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .JVsBq[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .JVsBq[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .JVsBq [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .JVsBq [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .JVsBq [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .JVsBq [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .JVsBq [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .JVsBq [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .JVsBq [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .JVsBq [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .JVsBq:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .JVsBq:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .JVsBq[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .JVsBq [data-component="leadingVisual"],.JVsBq [data-component="trailingVisual"],.JVsBq [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .JVsBq[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .JVsBq[data-size="medium"][data-no-visuals]{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .fwExmK{border-radius:6px;border:1px solid;border-color:transparent;font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));background-color:transparent;box-shadow:none;}/*!sc*/ .fwExmK:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .fwExmK:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .fwExmK:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .fwExmK[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .fwExmK[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .fwExmK:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .fwExmK:active{-webkit-transition:none;transition:none;}/*!sc*/ .fwExmK[data-inactive]{cursor:auto;}/*!sc*/ .fwExmK:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));background-color:var(--button-invisible-bgColor-disabled,transparent);}/*!sc*/ .fwExmK:disabled [data-component=ButtonCounter],.fwExmK:disabled [data-component="leadingVisual"],.fwExmK:disabled [data-component="trailingAction"]{color:inherit;}/*!sc*/ @media (forced-colors:active){.fwExmK:focus{outline:solid 1px transparent;}}/*!sc*/ .fwExmK [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .fwExmK[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .fwExmK[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;color:var(--fgColor-default,var(--color-fg-default,#1F2328));margin-left:8px;}/*!sc*/ .fwExmK[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .fwExmK[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .fwExmK[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .fwExmK[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .fwExmK[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .fwExmK[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .fwExmK[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .fwExmK[data-block="block"]{width:100%;}/*!sc*/ .fwExmK[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .fwExmK[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .fwExmK[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .fwExmK[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .fwExmK[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .fwExmK[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .fwExmK[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .fwExmK[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .fwExmK[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .fwExmK [data-component="leadingVisual"]{grid-area:leadingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .fwExmK [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .fwExmK [data-component="trailingVisual"]{grid-area:trailingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .fwExmK [data-component="trailingAction"]{margin-right:-4px;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .fwExmK [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .fwExmK [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .fwExmK [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .fwExmK [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .fwExmK:hover:not([disabled]){background-color:var(--control-transparent-bgColor-hover,var(--color-action-list-item-default-hover-bg,rgba(208,215,222,0.32)));}/*!sc*/ .fwExmK:active:not([disabled]){background-color:var(--control-transparent-bgColor-active,var(--color-action-list-item-default-active-bg,rgba(208,215,222,0.48)));}/*!sc*/ .fwExmK[aria-expanded=true]{background-color:var(--control-transparent-bgColor-selected,var(--color-action-list-item-default-selected-bg,rgba(208,215,222,0.24)));}/*!sc*/ .fwExmK[data-component="IconButton"][data-no-visuals]{color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .fwExmK[data-no-visuals]{color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .fwExmK:has([data-component="ButtonCounter"]){color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .fwExmK:disabled[data-no-visuals]{color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));}/*!sc*/ .fwExmK:disabled[data-no-visuals] [data-component=ButtonCounter]{color:inherit;}/*!sc*/ .ifVXZX{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));padding-left:8px;padding-right:8px;}/*!sc*/ .ifVXZX:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .ifVXZX:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .ifVXZX:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .ifVXZX[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .ifVXZX[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .ifVXZX:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .ifVXZX:active{-webkit-transition:none;transition:none;}/*!sc*/ .ifVXZX[data-inactive]{cursor:auto;}/*!sc*/ .ifVXZX:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .ifVXZX:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.ifVXZX:focus{outline:solid 1px transparent;}}/*!sc*/ .ifVXZX [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .ifVXZX[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .ifVXZX[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .ifVXZX[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .ifVXZX[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .ifVXZX[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .ifVXZX[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .ifVXZX[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .ifVXZX[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .ifVXZX[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .ifVXZX[data-block="block"]{width:100%;}/*!sc*/ .ifVXZX[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .ifVXZX[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .ifVXZX[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .ifVXZX[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .ifVXZX[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .ifVXZX[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .ifVXZX[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .ifVXZX[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .ifVXZX[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .ifVXZX [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .ifVXZX [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .ifVXZX [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .ifVXZX [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .ifVXZX [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .ifVXZX [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .ifVXZX [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .ifVXZX [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .ifVXZX:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .ifVXZX:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .ifVXZX[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .ifVXZX [data-component="leadingVisual"],.ifVXZX [data-component="trailingVisual"],.ifVXZX [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .ifVXZX[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .ifVXZX linkButtonSx:hover:not([disabled]){-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .ifVXZX linkButtonSx:focus:not([disabled]){-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .ifVXZX linkButtonSx:active:not([disabled]){-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .gGdPyq{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));}/*!sc*/ .gGdPyq:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .gGdPyq:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .gGdPyq:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .gGdPyq[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .gGdPyq[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .gGdPyq:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .gGdPyq:active{-webkit-transition:none;transition:none;}/*!sc*/ .gGdPyq[data-inactive]{cursor:auto;}/*!sc*/ .gGdPyq:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .gGdPyq:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.gGdPyq:focus{outline:solid 1px transparent;}}/*!sc*/ .gGdPyq [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .gGdPyq[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .gGdPyq[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .gGdPyq[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .gGdPyq[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .gGdPyq[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .gGdPyq[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .gGdPyq[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .gGdPyq[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .gGdPyq[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .gGdPyq[data-block="block"]{width:100%;}/*!sc*/ .gGdPyq[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .gGdPyq[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .gGdPyq[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .gGdPyq[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .gGdPyq[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .gGdPyq[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .gGdPyq[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .gGdPyq[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .gGdPyq[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .gGdPyq [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .gGdPyq [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .gGdPyq [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .gGdPyq [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .gGdPyq [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .gGdPyq [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .gGdPyq [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .gGdPyq [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .gGdPyq:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .gGdPyq:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .gGdPyq[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .gGdPyq [data-component="leadingVisual"],.gGdPyq [data-component="trailingVisual"],.gGdPyq [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .gGdPyq[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .dOuZvu{border-radius:6px;border:1px solid;border-color:var(--button-default-borderColor-rest,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-default-fgColor-rest,var(--color-btn-text,#24292f));background-color:var(--button-default-bgColor-rest,var(--color-btn-bg,#f6f8fa));box-shadow:var(--button-default-shadow-resting,var(--color-btn-shadow,0 1px 0 rgba(31,35,40,0.04))),var(--button-default-shadow-inset,var(--color-btn-inset-shadow,inset 0 1px 0 rgba(255,255,255,0.25)));}/*!sc*/ .dOuZvu:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .dOuZvu:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .dOuZvu:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .dOuZvu[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .dOuZvu[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .dOuZvu:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .dOuZvu:active{-webkit-transition:none;transition:none;}/*!sc*/ .dOuZvu[data-inactive]{cursor:auto;}/*!sc*/ .dOuZvu:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));border-color:var(--button-default-borderColor-disabled,var(--button-default-borderColor-rest,var(--color-btn-border,rgba(31,35,40,0.15))));background-color:var(--button-default-bgColor-disabled,var(--control-bgColor-disabled,var(--color-input-disabled-bg,rgba(175,184,193,0.2))));}/*!sc*/ .dOuZvu:disabled [data-component=ButtonCounter]{color:inherit;}/*!sc*/ @media (forced-colors:active){.dOuZvu:focus{outline:solid 1px transparent;}}/*!sc*/ .dOuZvu [data-component=ButtonCounter]{font-size:12px;background-color:var(--buttonCounter-default-bgColor-rest,var(--color-btn-counter-bg,rgba(31,35,40,0.08)));}/*!sc*/ .dOuZvu[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .dOuZvu[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .dOuZvu[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .dOuZvu[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .dOuZvu[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .dOuZvu[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .dOuZvu[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .dOuZvu[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .dOuZvu[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .dOuZvu[data-block="block"]{width:100%;}/*!sc*/ .dOuZvu[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .dOuZvu[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .dOuZvu[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .dOuZvu[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .dOuZvu[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .dOuZvu[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .dOuZvu[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .dOuZvu[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .dOuZvu[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .dOuZvu [data-component="leadingVisual"]{grid-area:leadingVisual;}/*!sc*/ .dOuZvu [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .dOuZvu [data-component="trailingVisual"]{grid-area:trailingVisual;}/*!sc*/ .dOuZvu [data-component="trailingAction"]{margin-right:-4px;}/*!sc*/ .dOuZvu [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .dOuZvu [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .dOuZvu [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .dOuZvu [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .dOuZvu:hover:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-hover,var(--color-btn-hover-bg,#f3f4f6));border-color:var(--button-default-borderColor-hover,var(--button-default-borderColor-hover,var(--color-btn-hover-border,rgba(31,35,40,0.15))));}/*!sc*/ .dOuZvu:active:not([disabled]):not([data-inactive]){background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .dOuZvu[aria-expanded=true]{background-color:var(--button-default-bgColor-active,var(--color-btn-active-bg,hsla(220,14%,93%,1)));border-color:var(--button-default-borderColor-active,var(--button-default-borderColor-active,var(--color-btn-active-border,rgba(31,35,40,0.15))));}/*!sc*/ .dOuZvu [data-component="leadingVisual"],.dOuZvu [data-component="trailingVisual"],.dOuZvu [data-component="trailingAction"]{color:var(--button-color,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .dOuZvu[data-component="IconButton"][data-no-visuals]:not(:disabled){color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .dOuZvu[data-size="small"][data-no-visuals]{border-top-left-radius:0;border-bottom-left-radius:0;}/*!sc*/ .ggSvLP{border-radius:6px;border:1px solid;border-color:transparent;font-family:inherit;font-weight:500;font-size:14px;cursor:pointer;-webkit-appearance:none;-moz-appearance:none;appearance:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;-webkit-text-decoration:none;text-decoration:none;text-align:center;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between;height:32px;padding:0 12px;gap:8px;min-width:-webkit-max-content;min-width:-moz-max-content;min-width:max-content;-webkit-transition:80ms cubic-bezier(0.65,0,0.35,1);transition:80ms cubic-bezier(0.65,0,0.35,1);-webkit-transition-property:color,fill,background-color,border-color;transition-property:color,fill,background-color,border-color;color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));background-color:transparent;box-shadow:none;}/*!sc*/ .ggSvLP:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .ggSvLP:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .ggSvLP:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-2px;}/*!sc*/ .ggSvLP[href]{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;}/*!sc*/ .ggSvLP[href]:hover{-webkit-text-decoration:none;text-decoration:none;}/*!sc*/ .ggSvLP:hover{-webkit-transition-duration:80ms;transition-duration:80ms;}/*!sc*/ .ggSvLP:active{-webkit-transition:none;transition:none;}/*!sc*/ .ggSvLP[data-inactive]{cursor:auto;}/*!sc*/ .ggSvLP:disabled{cursor:not-allowed;box-shadow:none;color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));background-color:var(--button-invisible-bgColor-disabled,transparent);}/*!sc*/ .ggSvLP:disabled [data-component=ButtonCounter],.ggSvLP:disabled [data-component="leadingVisual"],.ggSvLP:disabled [data-component="trailingAction"]{color:inherit;}/*!sc*/ @media (forced-colors:active){.ggSvLP:focus{outline:solid 1px transparent;}}/*!sc*/ .ggSvLP [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .ggSvLP[data-component=IconButton]{display:inline-grid;padding:unset;place-content:center;width:32px;min-width:unset;}/*!sc*/ .ggSvLP[data-size="small"]{padding:0 8px;height:28px;gap:4px;font-size:12px;}/*!sc*/ .ggSvLP[data-size="small"] [data-component="text"]{line-height:1.6666667;}/*!sc*/ .ggSvLP[data-size="small"] [data-component=ButtonCounter]{font-size:12px;}/*!sc*/ .ggSvLP[data-size="small"] [data-component="buttonContent"] > :not(:last-child){margin-right:4px;}/*!sc*/ .ggSvLP[data-size="small"][data-component=IconButton]{width:28px;padding:unset;}/*!sc*/ .ggSvLP[data-size="large"]{padding:0 16px;height:40px;gap:8px;}/*!sc*/ .ggSvLP[data-size="large"] [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .ggSvLP[data-size="large"][data-component=IconButton]{width:40px;padding:unset;}/*!sc*/ .ggSvLP[data-block="block"]{width:100%;}/*!sc*/ .ggSvLP[data-label-wrap="true"]{min-width:-webkit-fit-content;min-width:-moz-fit-content;min-width:fit-content;height:unset;min-height:var(--control-medium-size,2rem);}/*!sc*/ .ggSvLP[data-label-wrap="true"] [data-component="buttonContent"]{-webkit-flex:1 1 auto;-ms-flex:1 1 auto;flex:1 1 auto;-webkit-align-self:stretch;-ms-flex-item-align:stretch;align-self:stretch;padding-block:calc(var(--control-medium-paddingBlock,0.375rem) - 2px);}/*!sc*/ .ggSvLP[data-label-wrap="true"] [data-component="text"]{white-space:unset;word-break:break-word;}/*!sc*/ .ggSvLP[data-label-wrap="true"][data-size="small"]{height:unset;min-height:var(--control-small-size,1.75rem);}/*!sc*/ .ggSvLP[data-label-wrap="true"][data-size="small"] [data-component="buttonContent"]{padding-block:calc(var(--control-small-paddingBlock,0.25rem) - 2px);}/*!sc*/ .ggSvLP[data-label-wrap="true"][data-size="large"]{height:unset;min-height:var(--control-large-size,2.5rem);padding-inline:var(--control-large-paddingInline-spacious,1rem);}/*!sc*/ .ggSvLP[data-label-wrap="true"][data-size="large"] [data-component="buttonContent"]{padding-block:calc(var(--control-large-paddingBlock,0.625rem) - 2px);}/*!sc*/ .ggSvLP[data-inactive]:not([disabled]){background-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));border-color:var(--button-inactive-bgColor,var(--button-inactive-bgColor-rest,var(--color-btn-inactive-bg,#eaeef2)));color:var(--button-inactive-fgColor,var(--button-inactive-fgColor-rest,var(--color-btn-inactive-text,#57606a)));}/*!sc*/ .ggSvLP[data-inactive]:not([disabled]):focus-visible{box-shadow:none;}/*!sc*/ .ggSvLP [data-component="leadingVisual"]{grid-area:leadingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .ggSvLP [data-component="text"]{grid-area:text;line-height:1.4285714;white-space:nowrap;}/*!sc*/ .ggSvLP [data-component="trailingVisual"]{grid-area:trailingVisual;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .ggSvLP [data-component="trailingAction"]{margin-right:-4px;color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .ggSvLP [data-component="buttonContent"]{-webkit-flex:1 0 auto;-ms-flex:1 0 auto;flex:1 0 auto;display:grid;grid-template-areas:"leadingVisual text trailingVisual";grid-template-columns:min-content minmax(0,auto) min-content;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-align-content:center;-ms-flex-line-pack:center;align-content:center;}/*!sc*/ .ggSvLP [data-component="buttonContent"] > :not(:last-child){margin-right:8px;}/*!sc*/ .ggSvLP [data-component="loadingSpinner"]{grid-area:text;margin-right:0px !important;place-self:center;color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .ggSvLP [data-component="loadingSpinner"] + [data-component="text"]{visibility:hidden;}/*!sc*/ .ggSvLP:hover:not([disabled]){background-color:var(--control-transparent-bgColor-hover,var(--color-action-list-item-default-hover-bg,rgba(208,215,222,0.32)));}/*!sc*/ .ggSvLP:active:not([disabled]){background-color:var(--control-transparent-bgColor-active,var(--color-action-list-item-default-active-bg,rgba(208,215,222,0.48)));}/*!sc*/ .ggSvLP[aria-expanded=true]{background-color:var(--control-transparent-bgColor-selected,var(--color-action-list-item-default-selected-bg,rgba(208,215,222,0.24)));}/*!sc*/ .ggSvLP[data-component="IconButton"][data-no-visuals]{color:var(--button-invisible-iconColor-rest,var(--fgColor-muted,var(--color-fg-muted,#656d76)));}/*!sc*/ .ggSvLP[data-no-visuals]{color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .ggSvLP:has([data-component="ButtonCounter"]){color:var(--button-invisible-fgColor-rest,var(--button-default-fgColor-rest,var(--color-btn-text,#24292f)));}/*!sc*/ .ggSvLP:disabled[data-no-visuals]{color:var(--fgColor-disabled,var(--color-primer-fg-disabled,#8c959f));}/*!sc*/ .ggSvLP:disabled[data-no-visuals] [data-component=ButtonCounter]{color:inherit;}/*!sc*/ .ggSvLP[data-size="small"][data-no-visuals]{color:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ data-styled.g11[id="types__StyledButton-sc-ws60qy-0"]{content:"kBQCgV,dPmZyJ,iQGjqs,iLfocZ,JVsBq,fwExmK,ifVXZX,gGdPyq,dOuZvu,ggSvLP,"}/*!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.g14[id="Tooltip__TooltipBase-sc-17tf59c-0"]{content:"hWlpPn,"}/*!sc*/ .kbCLEG{border:0;font-size:inherit;font-family:inherit;background-color:transparent;-webkit-appearance:none;color:inherit;width:100%;}/*!sc*/ .kbCLEG:focus{outline:0;}/*!sc*/ data-styled.g15[id="UnstyledTextInput-sc-14ypya-0"]{content:"kbCLEG,"}/*!sc*/ .eAtkQz{display:inline-block;overflow:hidden;text-overflow:ellipsis;vertical-align:top;white-space:nowrap;max-width:125px;max-width:100%;}/*!sc*/ data-styled.g17[id="Truncate__StyledTruncate-sc-23o1d2-0"]{content:"eAtkQz,"}/*!sc*/ body[data-page-layout-dragging="true"]{cursor:col-resize;}/*!sc*/ body[data-page-layout-dragging="true"] *{-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;}/*!sc*/ data-styled.g99[id="sc-global-gbKrvU1"]{content:"sc-global-gbKrvU1,"}/*!sc*/ .lirRhW{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;vertical-align:middle;isolation:isolate;}/*!sc*/ .lirRhW.lirRhW > *:not([data-loading-wrapper]){margin-inline-end:-1px;position:relative;border-radius:0;}/*!sc*/ .lirRhW.lirRhW > *:not([data-loading-wrapper]):first-child{border-top-left-radius:6px;border-bottom-left-radius:6px;}/*!sc*/ .lirRhW.lirRhW > *:not([data-loading-wrapper]):last-child{border-top-right-radius:6px;border-bottom-right-radius:6px;}/*!sc*/ .lirRhW.lirRhW > *:not([data-loading-wrapper]):focus,.lirRhW.lirRhW > *:not([data-loading-wrapper]):active,.lirRhW.lirRhW > *:not([data-loading-wrapper]):hover{z-index:1;}/*!sc*/ .lirRhW [data-loading-wrapper]:first-child button,.lirRhW [data-loading-wrapper]:first-child a{border-top-left-radius:6px;border-bottom-left-radius:6px;}/*!sc*/ .lirRhW [data-loading-wrapper]:last-child button,.lirRhW [data-loading-wrapper]:last-child a{border-top-right-radius:6px;border-bottom-right-radius:6px;}/*!sc*/ .lirRhW [data-loading-wrapper] > *{margin-inline-end:-1px;position:relative;border-radius:0;}/*!sc*/ .lirRhW [data-loading-wrapper] > *:focus,.lirRhW [data-loading-wrapper] > *:active,.lirRhW [data-loading-wrapper] > *:hover{z-index:1;}/*!sc*/ data-styled.g104[id="ButtonGroup__StyledButtonGroup-sc-1gxhls1-0"]{content:"lirRhW,"}/*!sc*/ .dwImxt{--segmented-control-button-inner-padding:12px;--segmented-control-button-bg-inset:4px;--segmented-control-outer-radius:6px;background-color:transparent;border-color:transparent;border-radius:var(--segmented-control-outer-radius);border-width:0;color:currentColor;cursor:pointer;font-family:inherit;font-size:inherit;font-weight:600;padding:0;height:100%;width:100%;}/*!sc*/ .dwImxt:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .dwImxt:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .dwImxt:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .dwImxt .segmentedControl-content{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;background-color:var(--controlKnob-bgColor-rest,var(--color-segmented-control-button-bg,#ffffff));border-color:var(--controlKnob-borderColor-rest,var(--color-segmented-control-button-hover-active-selected-border,#8c959f));border-style:solid;border-width:1px;border-radius:var(--segmented-control-outer-radius);display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;padding-left:var(--segmented-control-button-inner-padding);padding-right:var(--segmented-control-button-inner-padding);}/*!sc*/ .dwImxt svg{fill:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .dwImxt:focus:focus-visible:not(:last-child):after{width:0;}/*!sc*/ .dwImxt .segmentedControl-text:after{content:"Preview";display:block;font-weight:600;height:0;overflow:hidden;pointer-events:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;visibility:hidden;}/*!sc*/ @media (pointer:coarse){.dwImxt:before{content:"";position:absolute;left:0;right:0;-webkit-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);top:50%;min-height:44px;}}/*!sc*/ .iFTkun{--segmented-control-button-inner-padding:12px;--segmented-control-button-bg-inset:4px;--segmented-control-outer-radius:6px;background-color:transparent;border-color:transparent;border-radius:var(--segmented-control-outer-radius);border-width:0;color:currentColor;cursor:pointer;font-family:inherit;font-size:inherit;font-weight:400;padding:var(--segmented-control-button-bg-inset);height:100%;width:100%;}/*!sc*/ .iFTkun:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .iFTkun:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .iFTkun:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .iFTkun .segmentedControl-content{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;background-color:transparent;border-color:transparent;border-style:solid;border-width:1px;border-radius:calc(var(--segmented-control-outer-radius) - var(--segmented-control-button-bg-inset) / 2);display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;padding-left:calc(var(--segmented-control-button-inner-padding) - var(--segmented-control-button-bg-inset));padding-right:calc(var(--segmented-control-button-inner-padding) - var(--segmented-control-button-bg-inset));}/*!sc*/ .iFTkun svg{fill:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .iFTkun:hover .segmentedControl-content{background-color:var(--controlTrack-bgColor-hover,var(--color-segmented-control-button-hover-bg,rgba(175,184,193,0.2)));}/*!sc*/ .iFTkun:active .segmentedControl-content{background-color:var(--controlTrack-bgColor-active,var(--color-segmented-control-button-hover-active-bg,rgba(175,184,193,0.4)));}/*!sc*/ .iFTkun:focus:focus-visible:not(:last-child):after{width:0;}/*!sc*/ .iFTkun .segmentedControl-text:after{content:"Code";display:block;font-weight:600;height:0;overflow:hidden;pointer-events:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;visibility:hidden;}/*!sc*/ @media (pointer:coarse){.iFTkun:before{content:"";position:absolute;left:0;right:0;-webkit-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);top:50%;min-height:44px;}}/*!sc*/ .bHmvop{--segmented-control-button-inner-padding:12px;--segmented-control-button-bg-inset:4px;--segmented-control-outer-radius:6px;background-color:transparent;border-color:transparent;border-radius:var(--segmented-control-outer-radius);border-width:0;color:currentColor;cursor:pointer;font-family:inherit;font-size:inherit;font-weight:400;padding:var(--segmented-control-button-bg-inset);height:100%;width:100%;}/*!sc*/ .bHmvop:focus:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .bHmvop:focus:not(:disabled):not(:focus-visible){outline:solid 1px transparent;}/*!sc*/ .bHmvop:focus-visible:not(:disabled){box-shadow:none;outline:2px solid var(--fgColor-accent,var(--color-accent-fg,#0969da));outline-offset:-1px;}/*!sc*/ .bHmvop .segmentedControl-content{-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;background-color:transparent;border-color:transparent;border-style:solid;border-width:1px;border-radius:calc(var(--segmented-control-outer-radius) - var(--segmented-control-button-bg-inset) / 2);display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;height:100%;-webkit-box-pack:center;-webkit-justify-content:center;-ms-flex-pack:center;justify-content:center;padding-left:calc(var(--segmented-control-button-inner-padding) - var(--segmented-control-button-bg-inset));padding-right:calc(var(--segmented-control-button-inner-padding) - var(--segmented-control-button-bg-inset));}/*!sc*/ .bHmvop svg{fill:var(--fgColor-muted,var(--color-fg-muted,#656d76));}/*!sc*/ .bHmvop:hover .segmentedControl-content{background-color:var(--controlTrack-bgColor-hover,var(--color-segmented-control-button-hover-bg,rgba(175,184,193,0.2)));}/*!sc*/ .bHmvop:active .segmentedControl-content{background-color:var(--controlTrack-bgColor-active,var(--color-segmented-control-button-hover-active-bg,rgba(175,184,193,0.4)));}/*!sc*/ .bHmvop:focus:focus-visible:not(:last-child):after{width:0;}/*!sc*/ .bHmvop .segmentedControl-text:after{content:"Blame";display:block;font-weight:600;height:0;overflow:hidden;pointer-events:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;visibility:hidden;}/*!sc*/ @media (pointer:coarse){.bHmvop:before{content:"";position:absolute;left:0;right:0;-webkit-transform:translateY(-50%);-ms-transform:translateY(-50%);transform:translateY(-50%);top:50%;min-height:44px;}}/*!sc*/ data-styled.g106[id="SegmentedControlButton__SegmentedControlButtonStyled-sc-8lkgxl-0"]{content:"dwImxt,iFTkun,bHmvop,"}/*!sc*/ .lawgDG{background-color:var(--controlTrack-bgColor-rest,var(--color-segmented-control-bg,#eaeef2));border-radius:6px;border:1px solid;border-color:var(--controlTrack-borderColor-rest,transparent);display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;font-size:14px;height:28px;margin:0;padding:0;}/*!sc*/ data-styled.g108[id="SegmentedControl__SegmentedControlList-sc-1rzig82-0"]{content:"lawgDG,"}/*!sc*/ </style><meta data-hydrostats="publish"/> <!-- --> <!-- --> <button hidden="" data-testid="header-permalink-button" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden=""></button><div><div style="--sticky-pane-height:100vh" class="Box-sc-g0xbh4-0 hOfjFo"><div class="Box-sc-g0xbh4-0 oDGAe"><div class="Box-sc-g0xbh4-0 kowOcT"><div tabindex="0" class="Box-sc-g0xbh4-0 gISSDQ"><div class="Box-sc-g0xbh4-0 fLEPlD"><div class="Box-sc-g0xbh4-0 hPvFuC"></div><div style="--pane-width:320px" class="Box-sc-g0xbh4-0 fFSoPl"></div><div class="Box-sc-g0xbh4-0 bTBnTW"><div role="slider" aria-label="Draggable pane splitter" aria-valuemin="0" aria-valuemax="0" aria-valuenow="0" aria-valuetext="Pane width 0 pixels" tabindex="0" class="Box-sc-g0xbh4-0 bHLmSv"></div></div></div></div><div class="Box-sc-g0xbh4-0 iKqMNA"><div class="Box-sc-g0xbh4-0"></div><div class="Box-sc-g0xbh4-0 FxAyp"><div data-selector="repos-split-pane-content" tabindex="0" class="Box-sc-g0xbh4-0 leYMvG"><div class="Box-sc-g0xbh4-0 KMPzq"><div class="Box-sc-g0xbh4-0 hfKjHv container"><div class="px-3 pt-3 pb-0" id="StickyHeader"><div class="Box-sc-g0xbh4-0 gZWyZE"><div class="Box-sc-g0xbh4-0 dwYKDk"><div class="Box-sc-g0xbh4-0 ibcGmb react-code-view-header-wrap--narrow"><div class="Box-sc-g0xbh4-0 hKaEJF"><h2 class="Box-sc-g0xbh4-0 XosP prc-Heading-Heading-6CmGO"><button style="--button-color:fg.muted" type="button" aria-label="Expand file tree" data-testid="expand-file-tree-button-mobile" class="types__StyledButton-sc-ws60qy-0 kBQCgV" data-loading="false" data-size="medium" aria-describedby=":Rld9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="leadingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-arrow-left" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><path d="M7.78 12.53a.75.75 0 0 1-1.06 0L2.47 8.28a.75.75 0 0 1 0-1.06l4.25-4.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L4.81 7h7.44a.75.75 0 0 1 0 1.5H4.81l2.97 2.97a.75.75 0 0 1 0 1.06Z"></path></svg></span><span data-component="text">Files</span></span></button><span role="tooltip" aria-label="Expand file tree" id="expand-button-file-tree-button" class="Tooltip__TooltipBase-sc-17tf59c-0 hWlpPn tooltipped-se"><button data-component="IconButton" type="button" data-testid="expand-file-tree-button" aria-controls="repos-file-tree" class="types__StyledButton-sc-ws60qy-0 dPmZyJ position-relative ExpandFileTreeButton-module__expandButton--gL4is ExpandFileTreeButton-module__filesButtonBreakpoint--WfX9t fgColor-muted prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="medium" aria-describedby=":R35d9lab:-loading-announcement" aria-labelledby="expand-button-file-tree-button"><svg aria-hidden="true" focusable="false" class="octicon octicon-sidebar-collapse" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><path d="M6.823 7.823a.25.25 0 0 1 0 .354l-2.396 2.396A.25.25 0 0 1 4 10.396V5.604a.25.25 0 0 1 .427-.177Z"></path><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 .138.112.25.25.25H9.5v-13H1.75a.25.25 0 0 0-.25.25ZM11 14.5h3.25a.25.25 0 0 0 .25-.25V1.75a.25.25 0 0 0-.25-.25H11Z"></path></svg></button></span><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button></h2></div><div class="react-code-view-header-mb--narrow mr-2"><button type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" aria-label="release branch" data-testid="anchor-button" class="types__StyledButton-sc-ws60qy-0 iQGjqs ref-selector-class" data-loading="false" data-size="medium" aria-describedby="branch-picker-repos-header-ref-selector-wide-loading-announcement" id="branch-picker-repos-header-ref-selector-wide"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="text"><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" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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 dbrgmi ref-selector-button-text-container"><span class="Text__StyledText-sc-17v1xeu-0 eMMFM"> <!-- -->release</span></div></div></span><span data-component="trailingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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 dHJiml react-code-view-header-mb--narrow"><div class="Box-sc-g0xbh4-0 cEytCf"><nav data-testid="breadcrumbs" aria-labelledby="repos-header-breadcrumb-heading" id="repos-header-breadcrumb" class="Box-sc-g0xbh4-0 fzFXnm"><h2 class="sr-only prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading" id="repos-header-breadcrumb-heading">Breadcrumbs</h2><ol class="Box-sc-g0xbh4-0 iMnkmv"><li class="Box-sc-g0xbh4-0 ghzDag"><a class="Box-sc-g0xbh4-0 kHuKdh prc-Link-Link-85e08" sx="[object Object]" data-testid="breadcrumbs-repo-link" href="/helicalAI/helical/tree/release">helical</a></li><li class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 HlHVj" aria-hidden="true">/</span><a class="Box-sc-g0xbh4-0 kgiVEz prc-Link-Link-85e08" sx="[object Object]" href="/helicalAI/helical/tree/release/examples">examples</a></li><li class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 HlHVj" aria-hidden="true">/</span><a class="Box-sc-g0xbh4-0 kgiVEz prc-Link-Link-85e08" sx="[object Object]" href="/helicalAI/helical/tree/release/examples/notebooks">notebooks</a></li></ol></nav><div data-testid="breadcrumbs-filename" class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 HlHVj" aria-hidden="true">/</span><h1 class="Box-sc-g0xbh4-0 jGhzSQ prc-Heading-Heading-6CmGO" tabindex="-1" id="file-name-id">Hyena-DNA-Inference.ipynb</h1></div><div aria-describedby=":R1td9lab:"><button data-component="IconButton" type="button" aria-label="Copy path" tabindex="0" class="types__StyledButton-sc-ws60qy-0 dPmZyJ prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="small" aria-describedby=":R7td9lab:-loading-announcement"><svg aria-hidden="true" focusable="false" class="octicon octicon-copy" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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></button></div></div></div></div><div class="react-code-view-header-element--wide"><div class="Box-sc-g0xbh4-0 faNtbn"><div class="d-flex gap-2"> <div><div class="Box-sc-g0xbh4-0 fmQaBv"><span class="TextInputWrapper__TextInputBaseWrapper-sc-1mqhpbi-0 TextInputWrapper-sc-1mqhpbi-1 gwqFqs decvaq TextInput-wrapper" aria-busy="false"><span class="TextInput-icon" id=":R5j6d9lab:" aria-hidden="true"><svg aria-hidden="true" focusable="false" class="octicon octicon-search" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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=":R5j6d9lab: :R5j6d9labH1:" data-component="input" class="UnstyledTextInput-sc-14ypya-0 kbCLEG" value=""/><span class="TextInput-icon" id=":R5j6d9labH1:" aria-hidden="true"></span></span></div><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden=""></button></div><button type="button" class="types__StyledButton-sc-ws60qy-0 iLfocZ" data-loading="false" data-no-visuals="true" data-size="medium" aria-describedby=":R2l6d9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="text">Blame</span></span></button><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button data-component="IconButton" type="button" aria-label="More file actions" title="More file actions" data-testid="more-file-actions-button-nav-menu-wide" aria-haspopup="true" aria-expanded="false" tabindex="0" class="types__StyledButton-sc-ws60qy-0 JVsBq js-blob-dropdown-click prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="medium" aria-describedby=":R156d9lab:-loading-announcement" id=":R156d9lab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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="react-code-view-header-element--narrow"><div class="Box-sc-g0xbh4-0 faNtbn"><div class="d-flex gap-2"> <button type="button" class="types__StyledButton-sc-ws60qy-0 iLfocZ" data-loading="false" data-no-visuals="true" data-size="medium" aria-describedby=":R2l7d9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="text">Blame</span></span></button><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button data-component="IconButton" type="button" aria-label="More file actions" title="More file actions" data-testid="more-file-actions-button-nav-menu-narrow" aria-haspopup="true" aria-expanded="false" tabindex="0" class="types__StyledButton-sc-ws60qy-0 JVsBq js-blob-dropdown-click prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="medium" aria-describedby=":R157d9lab:-loading-announcement" id=":R157d9lab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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></div></div></div></div><div class="Box-sc-g0xbh4-0 dJxjrT react-code-view-bottom-padding"> <div class="Box-sc-g0xbh4-0 eFxKDQ"></div> <!-- --> <!-- --> </div><div class="Box-sc-g0xbh4-0 dJxjrT"> <!-- --> <!-- --> <div class="d-flex flex-column border rounded-2 mb-3 pl-1"><div class="Box-sc-g0xbh4-0 dzCJzi"><h2 class="sr-only 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 prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading">History</h2><a href="/helicalAI/helical/commits/release/examples/notebooks/Hyena-DNA-Inference.ipynb" class="types__StyledButton-sc-ws60qy-0 dPmZyJ d-none d-lg-flex LinkButton-module__code-view-link-button--xvCGA flex-items-center fgColor-default" data-loading="false" data-size="small" aria-describedby=":R5dlal9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="leadingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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"><span class="fgColor-default">History</span></span></span></a><div class="d-sm-none"></div><div class="d-flex d-lg-none"><span role="tooltip" aria-label="History" id="history-icon-button-tooltip" class="Tooltip__TooltipBase-sc-17tf59c-0 hWlpPn tooltipped-n"><a href="/helicalAI/helical/commits/release/examples/notebooks/Hyena-DNA-Inference.ipynb" class="types__StyledButton-sc-ws60qy-0 dPmZyJ LinkButton-module__code-view-link-button--xvCGA flex-items-center fgColor-default" data-loading="false" data-size="small" aria-describedby=":Rpdlal9lab:-loading-announcement history-icon-button-tooltip"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="leadingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-history" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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></div><div class="Box-sc-g0xbh4-0 ldRxiI"><div class="Box-sc-g0xbh4-0 fVkfyA container"><div class="Box-sc-g0xbh4-0 gNAmSV react-code-size-details-banner"><div class="Box-sc-g0xbh4-0 jNEwzY react-code-size-details-banner"><div class="Box-sc-g0xbh4-0 bsDwxw text-mono"><div title="71.1 KB" data-testid="blob-size" class="Truncate__StyledTruncate-sc-23o1d2-0 eAtkQz"><span>750 lines (750 loc) · 71.1 KB</span></div></div></div></div><div class="Box-sc-g0xbh4-0 jdLMhu react-blob-view-header-sticky" id="repos-sticky-header"><div class="Box-sc-g0xbh4-0 tOISc"><div class="react-blob-sticky-header"><div class="Box-sc-g0xbh4-0 hqwSEx"><div class="Box-sc-g0xbh4-0 bDVoEr"><div class="Box-sc-g0xbh4-0 kYLlPM"><div class="Box-sc-g0xbh4-0 gYjEmn"><button type="button" aria-haspopup="true" aria-expanded="false" tabindex="0" aria-label="release branch" data-testid="anchor-button" class="types__StyledButton-sc-ws60qy-0 iQGjqs ref-selector-class" data-loading="false" data-size="medium" 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"><span data-component="text"><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" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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 dbrgmi ref-selector-button-text-container"><span class="Text__StyledText-sc-17v1xeu-0 eMMFM"> <!-- -->release</span></div></div></span><span data-component="trailingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-triangle-down" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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 kGqOLL"><div class="Box-sc-g0xbh4-0 fHind"><nav data-testid="breadcrumbs" aria-labelledby="sticky-breadcrumb-heading" id="sticky-breadcrumb" class="Box-sc-g0xbh4-0 fzFXnm"><h2 class="sr-only prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading" id="sticky-breadcrumb-heading">Breadcrumbs</h2><ol class="Box-sc-g0xbh4-0 iMnkmv"><li class="Box-sc-g0xbh4-0 ghzDag"><a class="Box-sc-g0xbh4-0 kHuKdh prc-Link-Link-85e08" sx="[object Object]" data-testid="breadcrumbs-repo-link" href="/helicalAI/helical/tree/release">helical</a></li><li class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 lauzFl" aria-hidden="true">/</span><a class="Box-sc-g0xbh4-0 kgiVEz prc-Link-Link-85e08" sx="[object Object]" href="/helicalAI/helical/tree/release/examples">examples</a></li><li class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 lauzFl" aria-hidden="true">/</span><a class="Box-sc-g0xbh4-0 kgiVEz prc-Link-Link-85e08" sx="[object Object]" href="/helicalAI/helical/tree/release/examples/notebooks">notebooks</a></li></ol></nav><div data-testid="breadcrumbs-filename" class="Box-sc-g0xbh4-0 ghzDag"><span class="Text__StyledText-sc-17v1xeu-0 lauzFl" aria-hidden="true">/</span><h1 class="Box-sc-g0xbh4-0 dnZoUW prc-Heading-Heading-6CmGO" tabindex="-1" id="sticky-file-name-id">Hyena-DNA-Inference.ipynb</h1></div></div></div></div><button style="--button-color:fg.default" type="button" class="types__StyledButton-sc-ws60qy-0 fwExmK" data-loading="false" data-size="small" aria-describedby=":Riptal9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="leadingVisual" class="Box-sc-g0xbh4-0 hzSPyu"><svg aria-hidden="true" focusable="false" class="octicon octicon-arrow-up" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><path d="M3.47 7.78a.75.75 0 0 1 0-1.06l4.25-4.25a.75.75 0 0 1 1.06 0l4.25 4.25a.751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018L9 4.81v7.44a.75.75 0 0 1-1.5 0V4.81L4.53 7.78a.75.75 0 0 1-1.06 0Z"></path></svg></span><span data-component="text">Top</span></span></button></div></div></div><div class="Box-sc-g0xbh4-0 kTvpNk"><h2 class="sr-only prc-Heading-Heading-6CmGO" data-testid="screen-reader-heading">File metadata and controls</h2><div class="Box-sc-g0xbh4-0 iNMjfP"><ul aria-label="File view" class="SegmentedControl__SegmentedControlList-sc-1rzig82-0 lawgDG"><li class="Box-sc-g0xbh4-0 fefCSX"><button aria-current="true" type="button" class="SegmentedControlButton__SegmentedControlButtonStyled-sc-8lkgxl-0 dwImxt"><span class="segmentedControl-content"><div class="Box-sc-g0xbh4-0 segmentedControl-text">Preview</div></span></button></li><li class="Box-sc-g0xbh4-0 idgUkN"><button aria-current="false" type="button" class="SegmentedControlButton__SegmentedControlButtonStyled-sc-8lkgxl-0 iFTkun"><span class="segmentedControl-content"><div class="Box-sc-g0xbh4-0 segmentedControl-text">Code</div></span></button></li><li class="Box-sc-g0xbh4-0 idgUkN"><button aria-current="false" type="button" class="SegmentedControlButton__SegmentedControlButtonStyled-sc-8lkgxl-0 bHmvop"><span class="segmentedControl-content"><div class="Box-sc-g0xbh4-0 segmentedControl-text">Blame</div></span></button></li></ul><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><div class="Box-sc-g0xbh4-0 jNEwzY react-code-size-details-in-header"><div class="Box-sc-g0xbh4-0 bsDwxw text-mono"><div title="71.1 KB" data-testid="blob-size" class="Truncate__StyledTruncate-sc-23o1d2-0 eAtkQz"><span>750 lines (750 loc) · 71.1 KB</span></div></div></div></div><div class="Box-sc-g0xbh4-0 kcLCKF"><div class="Box-sc-g0xbh4-0 kVWtTz react-blob-header-edit-and-raw-actions"><div class="ButtonGroup__StyledButtonGroup-sc-1gxhls1-0 lirRhW"><a href="https://github.com/helicalAI/helical/raw/refs/heads/release/examples/notebooks/Hyena-DNA-Inference.ipynb" data-testid="raw-button" class="types__StyledButton-sc-ws60qy-0 ifVXZX" data-loading="false" data-no-visuals="true" data-size="small" aria-describedby=":R5csptal9lab:-loading-announcement"><span data-component="buttonContent" class="Box-sc-g0xbh4-0 gUkoLg"><span data-component="text">Raw</span></span></a><button data-component="IconButton" type="button" aria-label="Copy raw content" data-testid="copy-raw-button" class="types__StyledButton-sc-ws60qy-0 gGdPyq prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="small" aria-describedby=":Rpcsptal9lab:-loading-announcement"><svg aria-hidden="true" focusable="false" class="octicon octicon-copy" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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></button><span role="tooltip" aria-label="Download raw file" id=":Rdcsptal9lab:" class="Tooltip__TooltipBase-sc-17tf59c-0 hWlpPn tooltipped-n"><button data-component="IconButton" type="button" aria-label="Download raw content" data-testid="download-raw-button" class="types__StyledButton-sc-ws60qy-0 dOuZvu prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="small" aria-describedby=":Rtcsptal9lab:-loading-announcement"><svg aria-hidden="true" focusable="false" class="octicon octicon-download" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><path d="M2.75 14A1.75 1.75 0 0 1 1 12.25v-2.5a.75.75 0 0 1 1.5 0v2.5c0 .138.112.25.25.25h10.5a.25.25 0 0 0 .25-.25v-2.5a.75.75 0 0 1 1.5 0v2.5A1.75 1.75 0 0 1 13.25 14Z"></path><path d="M7.25 7.689V2a.75.75 0 0 1 1.5 0v5.689l1.97-1.969a.749.749 0 1 1 1.06 1.06l-3.25 3.25a.749.749 0 0 1-1.06 0L4.22 6.78a.749.749 0 1 1 1.06-1.06l1.97 1.969Z"></path></svg></button></span></div><button hidden="" data-testid="raw-button-shortcut" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden="" data-testid="copy-raw-button-shortcut" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden="" data-testid="download-raw-button-shortcut" data-hotkey-scope="read-only-cursor-text-area"></button></div><div class="react-blob-header-edit-and-raw-actions-combined"><button data-component="IconButton" type="button" aria-label="Edit and raw actions" title="More file actions" data-testid="more-file-actions-button" aria-haspopup="true" aria-expanded="false" tabindex="0" class="types__StyledButton-sc-ws60qy-0 ggSvLP js-blob-dropdown-click prc-Button-IconButton-szpyj" data-loading="false" data-no-visuals="true" data-size="small" aria-describedby=":Rnsptal9lab:-loading-announcement" id=":Rnsptal9lab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-kebab-horizontal" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><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><div></div></div><div class="Box-sc-g0xbh4-0 hGyMdv"><section aria-labelledby="file-name-id-wide file-name-id-mobile" class="Box-sc-g0xbh4-0 iWAocR"><!--$--><div class="Box-sc-g0xbh4-0 kAxYNj"><div data-hpc="true" data-host="https://notebooks.githubusercontent.com" data-type="ipynb" class="Box-sc-g0xbh4-0 btAlCA"><span class="prc-Spinner-Box-qNUI9"><svg height="64px" width="64px" viewBox="0 0 16 16" fill="none" aria-hidden="true" aria-labelledby=":R2ttal9lab:" class="Spinner__StyledComponentSpinner-sc-1knt686-0 NkUmW" sx="[object Object]"><circle cx="8" cy="8" r="7" stroke="currentColor" stroke-opacity="0.25" stroke-width="2" vector-effect="non-scaling-stroke"></circle><path d="M15 8a7.002 7.002 0 00-7-7" stroke="currentColor" stroke-width="2" stroke-linecap="round" vector-effect="non-scaling-stroke"></path></svg><span class="VisuallyHidden__StyledVisuallyHidden-sc-1rhpuyf-0 fhNCdb" id=":R2ttal9lab:">Loading</span></span><iframe src="https://notebooks.githubusercontent.com/view/ipynb?browser=ie&bypass_fastly=true&color_mode=auto&commit=58371adf356b6bb274e7760c36b1ae3f123b6cd9&device=unknown_device&docs_host=https%3A%2F%2Fdocs.github.com&enc_url=68747470733a2f2f7261772e67697468756275736572636f6e74656e742e636f6d2f68656c6963616c41492f68656c6963616c2f353833373161646633353662366262323734653737363063333662316165336631323362366364392f6578616d706c65732f6e6f7465626f6f6b732f4879656e612d444e412d496e666572656e63652e6970796e62&logged_in=false&nwo=helicalAI%2Fhelical&path=examples%2Fnotebooks%2FHyena-DNA-Inference.ipynb&platform=windows&repository_id=792692027&repository_type=Repository&version=7#043e8e1c-67ef-48cb-bcf3-79da4048694a" sandbox="allow-scripts allow-same-origin allow-top-navigation" name="043e8e1c-67ef-48cb-bcf3-79da4048694a" title="File display" class="Box-sc-g0xbh4-0 dPCkgf">Viewer requires iframe.</iframe></div></div><!--/$--></section></div></div></div> <!-- --> <!-- --> </div></div></div><div class="Box-sc-g0xbh4-0"></div></div></div></div></div><div id="find-result-marks-container" class="Box-sc-g0xbh4-0 cCoXib"></div><button hidden="" data-testid="" data-hotkey-scope="read-only-cursor-text-area"></button><button hidden=""></button></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-app> </turbo-frame> </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="M12.5.75C6.146.75 1 5.896 1 12.25c0 5.089 3.292 9.387 7.863 10.91.575.101.79-.244.79-.546 0-.273-.014-1.178-.014-2.142-2.889.532-3.636-.704-3.866-1.35-.13-.331-.69-1.352-1.18-1.625-.402-.216-.977-.748-.014-.762.906-.014 1.553.834 1.769 1.179 1.035 1.74 2.688 1.25 3.349.948.1-.747.402-1.25.733-1.538-2.559-.287-5.232-1.279-5.232-5.678 0-1.25.445-2.285 1.178-3.09-.115-.288-.517-1.467.115-3.048 0 0 .963-.302 3.163 1.179.92-.259 1.897-.388 2.875-.388.977 0 1.955.13 2.875.388 2.2-1.495 3.162-1.179 3.162-1.179.633 1.581.23 2.76.115 3.048.733.805 1.179 1.825 1.179 3.09 0 4.413-2.688 5.39-5.247 5.678.417.36.776 1.05.776 2.128 0 1.538-.014 2.774-.014 3.162 0 .302.216.662.79.547C20.709 21.637 24 17.324 24 12.25 24 5.896 18.854.75 12.5.75Z"></path> </svg> </a> <span> © 2024 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>