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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 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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">GitHub Advanced 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;actions&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;actions_link_product_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;codespaces&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;codespaces_link_product_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;issues&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;issues_link_product_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;code_review&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;code_review_link_product_navbar&quot;}" 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 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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" 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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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;all_features&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;all_features_link_product_navbar&quot;}" 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" 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</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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprises&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;startups&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;nonprofits&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devsecops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ai&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;software_development&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;learning_pathways&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;learning_pathways_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;events_amp_webinars&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;events_amp_webinars_link_resources_navbar&quot;}" href="https://resources.github.com"> Events &amp; 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ebooks_amp_whitepapers&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ebooks_amp_whitepapers_link_resources_navbar&quot;}" href="https://github.com/resources/whitepapers"> Ebooks &amp; Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;customer_stories&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;partners&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;executive_insights&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;executive_insights_link_resources_navbar&quot;}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_sponsors&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_sponsors_link_open_source_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;the_readme_project&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;the_readme_project_link_open_source_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;topics&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;topics_link_open_source_navbar&quot;}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" 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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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprise_platform&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprise_platform_link_enterprise_navbar&quot;}" 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_advanced_security_link_enterprise_navbar&quot;}" href="https://github.com/security/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">GitHub 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="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;copilot_for_business&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;copilot_for_business_link_enterprise_navbar&quot;}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 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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 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TOPICS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9c48ad42cacf67fd60c8bd62de356bac1acf9dec2e319547ab0fa93bdf7fd153" aria-current="page" data-selected-links="topics_path /topics/finance /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TRENDING&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4ede4204f5ba69e5b42acecd5fec3e87c77e296838ac4b50235f96ba847d9e5a" data-selected-links="/trending /trending/developers /trending/developers /trending /trending" href="/trending">Trending</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;EVENTS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="80328615e7259e8582cc53624114916fd65f68fd5a51c6d01834eb8815563cc9" data-selected-links="events_path /events?id= /events" href="/events">Events</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;GITHUB_SPONSORS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f29e3f85e7f1009cdd02b631f7c53f7eea3ca717af51674ee28689038a27b205" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> finance </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="finance" data-topic-name="finance"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.finance" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5cc18c14cf47e45b938cc837a50dc61d4716e77248c3135c250ba863f4a57509" 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> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 7,922 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Language:</i> <span data-menu-button>All</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Filter by language</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance" aria-checked="true"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> All <span>7,922</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=python" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Python <span>2,292</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=jupyter+notebook" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>1,229</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=javascript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> JavaScript <span>790</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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role="menuitemradio" href="https://github.com/topics/finance?l=java" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Java <span>291</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>209</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=r" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> R <span>177</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=c%23" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C# <span>155</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/finance?l=c%2B%2B" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C++ <span>130</span> </span> </a> </div> </details-menu> </details> <details class="details-reset 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href="/topics/finance?o=asc&amp;s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text" data-menu-button-text > Fewest stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/finance?o=desc&amp;s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text" data-menu-button-text > 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10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Recently updated </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/finance?o=asc&amp;s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <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> <span class="select-menu-item-text" data-menu-button-text > Least recently updated </span> </a> </div> </details-menu> </details> </div> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_IMAGE&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:737898780,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e4c5de4b783a5ff1a6ba26254b034b198318d4a31a34d3983836ab0707e947f3" data-turbo="false" style="max-height:275px" href="/maybe-finance/maybe" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/737898780/830b4632-dd82-4492-818f-a9c707b16663" alt="maybe" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:80786585,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1b4dd7245137a535400cf004d5535a3f02423d8c40410064a591ae6ce4270f52" data-turbo="false" href="/maybe-finance" data-view-component="true" class="Link">maybe-finance</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:737898780,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f901a854bf89d07eea53df160ce986d94b6908adf930a9f32fa7e00709026888" data-turbo="false" href="/maybe-finance/maybe" data-view-component="true" class="Link text-bold wb-break-word">maybe</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fmaybe-finance%2Fmaybe" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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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="42621 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="42,621" data-view-component="true" class="Counter js-social-count">42.6k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-737898780" aria-current="true" href="/maybe-finance/maybe" 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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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-737898780" href="/maybe-finance/maybe/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:737898780,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bc2c05e71344f7a9f95ad346e210489c7bb272a731a8fc5e9e10414aef49b295" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:737898780,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="556fda5c4674815d651f3a55737ba64cc08819c83acdb2c8f947f4bbd228cda9" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:45,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bb74ce8b4bea243af2f0383800fee5b832bc70eba3226a7ca5e5f3b9d9b2c2ac" title="Topic: ruby" href="/topics/ruby" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ruby</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:640,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de8ebbe72bfcb7105bf833ce42ece4095e2d060ada4bd0de10e4bfa1ab62f460" title="Topic: personal-finance" href="/topics/personal-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">personal-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17184,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a687da794c7cb89480a74fa9f92eb5d02cc49680ad6cf8237b0192011ef7d6d4" title="Topic: postgresql" href="/topics/postgresql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">postgresql</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:44634,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bb057d34049ef77abd4eae429eba64ee18658f136ebf33eafda99ded8761e916" title="Topic: turbo" href="/topics/turbo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">turbo</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95400,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="92bd41690ca02567df239f5eb6b6ec462267cab19a6de1e71cf18f20fae325f5" title="Topic: ruby-on-rails" href="/topics/ruby-on-rails" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ruby-on-rails</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:662649,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="877378edeeebc8b7d2cbbbd7f406577a8944efff0c3a929cab6555e533b4b714" title="Topic: stimulusjs" href="/topics/stimulusjs" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stimulusjs</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1169837,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d5e436657cf1e4844af6cdb199747c408556e46be443da01b528a8617886a5a6" title="Topic: hotwire" href="/topics/hotwire" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hotwire</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T21:48:33Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #701516"></span> <span itemprop="programmingLanguage">Ruby</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_IMAGE&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:323048702,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c56b783b554ea0bac1d15dfe8ee9ca71b93e184850a27e0ad0e29b6f935a4ffe" data-turbo="false" style="max-height:275px" href="/OpenBB-finance/OpenBB" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/323048702/4659bbdb-ae11-4f51-8a16-860fa9dfc551" alt="OpenBB" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:80064875,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c500593d533cc9f1c2edac222a3a7271d76fa9e44fe089971186cec228ee9f2d" data-turbo="false" href="/OpenBB-finance" data-view-component="true" class="Link">OpenBB-finance</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:323048702,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aa533543d23d009ac6013dd3b112e9f0922c2cfc48fe16669e9982037330fefc" data-turbo="false" href="/OpenBB-finance/OpenBB" data-view-component="true" class="Link text-bold wb-break-word">OpenBB</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FOpenBB-finance%2FOpenBB" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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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="40034 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="40,034" data-view-component="true" class="Counter js-social-count">40k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-323048702" aria-current="true" href="/OpenBB-finance/OpenBB" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:323048702,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="203ee89f72aff6392154ec99028d0787a3a89e2c712dbbff364cb3cad24d57c6" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <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 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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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-323048702" href="/OpenBB-finance/OpenBB/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:323048702,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de0709e894590810573bb585c100c3eb4482f8a215179ca8ed5f480f42c5dcff" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:323048702,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="910d96d088e5c6784ca59cc46cff914dc624358472723193ae88b350c022b34a" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1741576,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5771d8c1482e04255adb5806b502d6c3517f09c58349adbfa3fa6a98cb3016a8" title="Topic: openbb" href="/topics/openbb" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">openbb</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-04T06:51:47Z" class="no-wrap">Apr 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:11263900,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c947b4a6390c420df5d362e09cef2e3c2af7bb6413a719bf6b2c40772e8f7f60" data-turbo="false" href="/vnpy" data-view-component="true" class="Link">vnpy</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:350,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cc4e45c2a9a434e4993a4faa3d4fdb32a08f946627de15901c561544fb2d3210" title="Topic: productivity" href="/topics/productivity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">productivity</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2129,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3686d1e879ce286efa79d202ce2a051939f7aca949db558d03cf4a81cdb7eb7c" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7482,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="630730d2f919af7c796d86862a5e2365e8d6627b4af2234631a9348c10579959" title="Topic: bioinformatics" href="/topics/bioinformatics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bioinformatics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9652,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9f1165052c3a66a2dde7ed84ef1a251345b8dd5b6062fda090d58e01cc220f1d" title="Topic: jupyter" href="/topics/jupyter" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyter</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13338,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1ec443c4acffc5855f9741e5f9b27832f3279f6364b49c57cdddd801d0eaa4ae" title="Topic: web-app" href="/topics/web-app" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">web-app</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13511,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="245cfe3072c94fe1e6a3fbb35bd623b5e82d0a3a5a6b898d34cf6dcbd458d638" title="Topic: modeling" href="/topics/modeling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">modeling</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17388,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2ffc5f96e63fc09e39fa450334342908ff2bad99ec8d386dad117638f3038dce" title="Topic: plotly" href="/topics/plotly" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">plotly</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22808,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d277aa426d443988bf0c1af652df668c5c8766c3ed68084c32e423ebd81bf21e" title="Topic: data-visualization" href="/topics/data-visualization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:35411,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1b01f3bb292f43ca485d980549ed559344f257f9aea834f5a93820d895eb85f9" title="Topic: dash" href="/topics/dash" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dash</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:50204,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d633004f2e94c958f6229a9b2e94af7ef79c9d96572e232dff0b08b23f68b563" title="Topic: rstats" href="/topics/rstats" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rstats</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:79271,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a4b4fc0d870cdd2ddc986b09c70100e6a16aa6ddf4fcb3811e62459c8e519bca" title="Topic: gui-framework" href="/topics/gui-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gui-framework</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178934,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4cf5b7c3626ffec764a2bb8b6415e4828bc7f3c983dd5053bd39c58f8c85d92a" title="Topic: charting" href="/topics/charting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">charting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:419138,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="371bca8964a4b94371eeaa06cbb413a9a87e9e691dcb87ad128ba17352b40bed" title="Topic: technical-computing" href="/topics/technical-computing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">technical-computing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:632977,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="62d2cf2ca3051eef6b892d7c48d133aeff7487331117c9318130a24a20cedc38" title="Topic: plotly-dash" href="/topics/plotly-dash" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">plotly-dash</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T13:07:04Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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class="octicon octicon-git-pull-request color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2509,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dfb8afd813ba2c6a5bb0fe2548db2f2f4b341d5b8416255458f90c6681da1bf6" title="Topic: awesome" href="/topics/awesome" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">awesome</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20535,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5d6db34ebafb63c9615473e7d6257b0d9ee227fb6616ec9dc59eaa964c7746aa" title="Topic: trading-bot" href="/topics/trading-bot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-bot</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:59818,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3f563b74e3aab2d48085bf376d2819a4c0453096b6759324784414fc2ab1f881" title="Topic: algotrading" href="/topics/algotrading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algotrading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60967,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5433f9fa4672c3e63034bb2970a51346d5ff3e2e7b55344d7e38a684e13fba1b" title="Topic: quant" href="/topics/quant" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quant</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:72967,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f37aa8ad7c3871b3ef519be702a98f43fbb1d114d3ca1c095dc8456c3dc866c0" title="Topic: awesome-list" href="/topics/awesome-list" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">awesome-list</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93204,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="343aebb82d576b1edb2b745ca539155c4c36ae26ac1fadb9161c8bfdd6d615ff" title="Topic: trading-strategies" href="/topics/trading-strategies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-strategies</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93205,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9c4b99e8bfe3aa984873de4ee42dd139ccfe82c972f4347597f3428bb6ad3487" title="Topic: trading-algorithms" href="/topics/trading-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-algorithms</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:109437,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6694cbebbbc2c08566e43e3ac6ada8f762ad687a67d2a3467dbd8a19a1d7abea" title="Topic: quantitative-finance" href="/topics/quantitative-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quantitative-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:118203,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="caa89cc4d776aa838fed4ce2fdd757b81d422218445decd188bcd5ed619eed18" title="Topic: technical-analysis" href="/topics/technical-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">technical-analysis</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127148,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5612d5b17852cf3403196e70e5bf46def6277bc3eacdb4b1c4ae87618799b8c" title="Topic: stock-data" href="/topics/stock-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stock-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:165228,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e83af2f32ef5f75600cb1c9ee3309203c6b7f1e97683b1184100e64c76a772df" title="Topic: algorithmic-trading-engine" href="/topics/algorithmic-trading-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading-engine</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:168236,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e4f643f323c95423ebb9c7b68dad5e20ec5e9c782be54c387592f735fe1c8be6" title="Topic: financial-data" href="/topics/financial-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">financial-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:231622,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f9178d416331d819d929658ad75f869211be36dacc66857fedbcf9a4dff888e7" title="Topic: algorithmic-trading-library" href="/topics/algorithmic-trading-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading-library</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:292053,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00e5a958e21c917eb2b8ef55e9246d2376ffb58691468379534eb2bc196555d4" title="Topic: yahoo-finance" href="/topics/yahoo-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">yahoo-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:308384,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="38c711aa62505454ed3e50f77c33e2f28129bc567554e5010b42a37928c226af" title="Topic: quantitative-trading" href="/topics/quantitative-trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quantitative-trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:399292,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="11938761b6e5ccd1de27f29cb3a6e7b011edde5cb478f8bd8b08e907c054f590" title="Topic: google-finance" href="/topics/google-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">google-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:433957,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="18eeee184488ba39b71ebd060cfe26a69f9baba269c8be910557dc7c4271e862" title="Topic: finance-api" href="/topics/finance-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance-api</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:611550,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5f29e1e28c26de3d42376115cbe135c6fc504fc2a588c11c032e0e6e08ea869d" title="Topic: financial-instruments" href="/topics/financial-instruments" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">financial-instruments</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:634317,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25a79d03e6de81bed52e87d3991c967267ebc13be5eb4fd9b8bd6214321da812" title="Topic: arbitrage-bot" href="/topics/arbitrage-bot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">arbitrage-bot</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-04T01:30:27Z" class="no-wrap">Apr 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21298446,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="40940b7cd2e844afd827916e33a4206525742a96625323b9c88e8cae91ed0047" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:200,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7bfda427e6e2e0ff8070dbb2b9d97260328d6780730745edb1c53d5fe6e2923f" title="Topic: linux" href="/topics/linux" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">linux</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:281,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f5311bce4aca9ba78be19034b3374e5187cfcf17afb3e48bcfd75703f4a4ade8" title="Topic: docker" href="/topics/docker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:397,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aaac41373ed2c576d4d7136fbd649d7628780ac23ee4ce919d2b8427beda369b" title="Topic: php" href="/topics/php" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">php</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:441,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00cf5b4528dac11d0f972bc8580718acc13f977a15251fb0f52b4bbd8129f28b" title="Topic: money" href="/topics/money" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">money</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:640,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de8ebbe72bfcb7105bf833ce42ece4095e2d060ada4bd0de10e4bfa1ab62f460" title="Topic: personal-finance" href="/topics/personal-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">personal-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:10367,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9ffd326baf37bf3961fc3ca8f329c584bae7ae134e474ee5655596d34254d74d" title="Topic: php7" href="/topics/php7" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">php7</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17616,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a61194e6dd7bc35871073a7ec214d78dbcd19c1ccac0838088516a7577fa3da1" title="Topic: accounting" href="/topics/accounting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">accounting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20692,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a66b73244963dcdf9deeaaa35055c6f2b100fd348fc999570ff8632a065b06ea" title="Topic: financial" href="/topics/financial" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">financial</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22075,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a8b80c4e316cfd6d8295c8fbb19c6dd9304161d3ca0d7cf2edd46b28ae63f884" title="Topic: credit-card" href="/topics/credit-card" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">credit-card</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27867,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f602d9dfcc752384f5e93a3b9445b32cf04cd3f733c881aca279f6b2aad6ad4f" title="Topic: budgeting" href="/topics/budgeting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">budgeting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84257,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f935475313899f4c26e4dcc8f47475fd1d8c9e7365ebd3c33dc7df59feb7695" title="Topic: cash-flow" href="/topics/cash-flow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cash-flow</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84258,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f1f66e95f18d28ed223a10722d24cd2f68a554647796c5614c9846ecc2ea2299" title="Topic: budget" href="/topics/budget" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">budget</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:106009,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ebd55ebc0316a0b8841230d9cb3ca289b9c232b9335b22c256a46d81a9ee2942" title="Topic: expenses" href="/topics/expenses" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">expenses</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:151097,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="84bbc0b15da943ccf630750f79a95b698faefe569184c419df5f8b56db8537d6" title="Topic: finances" href="/topics/finances" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finances</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:192990,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="db81e00777210df7e5f1cad6f23144c14346f5b837f0390ba1f971adbc886612" title="Topic: cashflow" href="/topics/cashflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cashflow</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:573164,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c6a1e34946669d3a02889ff51a0a3377bc4fa230d32dbf4a2be410d685fb2631" title="Topic: budgets" href="/topics/budgets" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">budgets</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:722418,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2d9d49a57f9bc9f00702d1a7238b71f357792bb0b37f5c0e126157dd1db114f4" title="Topic: paycheck" href="/topics/paycheck" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">paycheck</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T08:30:54Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #4F5D95"></span> <span itemprop="programmingLanguage">PHP</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:6154722,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4b33ed4adc9d73876d1104241676ecf89b85b6f368afd230e4980445a52cb5bc" data-turbo="false" href="/microsoft" data-view-component="true" class="Link">microsoft</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:287463830,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0bedecf0827a2301ddb333ded440d83755e8cbbb90c840de20ea3544c3e2b640" data-turbo="false" href="/microsoft/qlib" data-view-component="true" class="Link text-bold wb-break-word">qlib</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fmicrosoft%2Fqlib" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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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="18248 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="18,248" data-view-component="true" class="Counter js-social-count">18.2k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-287463830" aria-current="true" href="/microsoft/qlib" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:287463830,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e223c9cc1c2e028c14b85e7927197abcdec735909979008dd59395b33e9f2dfc" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <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 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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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-287463830" href="/microsoft/qlib/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:287463830,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8a442c38635e4b68c972cbf5d3e8f13e8f48b4596f90f1e0e9135db3b80f032f" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ebefc9b75cc6a8bf32845102cb678d42e6447b7e4ff745eb3e2c7408504ad347" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:392,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="60c9fc449d9bd5af8e6a017bdc1c62cce12b65777983a93354d825014548a55f" title="Topic: platform" href="/topics/platform" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">platform</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1a0b04f6dfe7ad73127923d5e94b80790dc804346e48edbd002e3633e4d4d561" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8969,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="51a2a3a01a418cc10162efb288eb558c32d3f1c1ce83d6d62d9e2294bbfce147" title="Topic: research" href="/topics/research" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">research</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0816b01cf991123fcd02e9c23b6c03d7016b565551c3a23782e77139271191c3" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12985,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b406ccea41ea18789990ed9752cac3f591e68c2f98cb6e55bb798fb361266f7c" title="Topic: paper" href="/topics/paper" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">paper</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:39140,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea46ee1a78d8dc8038c20a5744d99950c7c2cededbd0fa25ae6d38150da1913d" title="Topic: fintech" href="/topics/fintech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fintech</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60967,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5433f9fa4672c3e63034bb2970a51346d5ff3e2e7b55344d7e38a684e13fba1b" title="Topic: quant" href="/topics/quant" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quant</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:109437,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6694cbebbbc2c08566e43e3ac6ada8f762ad687a67d2a3467dbd8a19a1d7abea" title="Topic: quantitative-finance" href="/topics/quantitative-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quantitative-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110073,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25a11786241a483bf523cfcb32a6f2e7745a06f1b3ba5f61e9ba46a6392fab72" title="Topic: investment" href="/topics/investment" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">investment</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127148,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5612d5b17852cf3403196e70e5bf46def6277bc3eacdb4b1c4ae87618799b8c" title="Topic: stock-data" href="/topics/stock-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stock-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:172052,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="58b2247efc3373f05d78a11772f9c7cc5cef7dbd118363a09cde399dbcca7d57" title="Topic: algorithmic-trading" href="/topics/algorithmic-trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:199040,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="58109babbd9cb36b9546dd5580c5eaaa2551a70b7c65e0c36e3abff0022009ff" title="Topic: research-paper" href="/topics/research-paper" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">research-paper</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:308384,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="38c711aa62505454ed3e50f77c33e2f28129bc567554e5010b42a37928c226af" title="Topic: quantitative-trading" href="/topics/quantitative-trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quantitative-trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1383094,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bfac69069a2fa4bdba7180c75a44bec8f328327d05c027b3ff65cd105e80952c" title="Topic: quant-dataset" href="/topics/quant-dataset" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quant-dataset</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1383095,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e2b3bba793055c6e047d64dd245ebbae4bb5d5a839c6e00d603cb369dc1cadb9" title="Topic: quant-models" href="/topics/quant-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quant-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1383096,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8704efb6448cd4ccd175ef30ca9627953c87e0082e3599a9c1258efe49a2eaaf" title="Topic: auto-quant" href="/topics/auto-quant" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">auto-quant</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-02T10:50:54Z" class="no-wrap">Apr 2, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:37879538,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1a39aa3e906e40ac2cf7b90ca717b3f9f860efb98125d386c059a1dcff81ea7e" data-turbo="false" href="/actualbudget" data-view-component="true" class="Link">actualbudget</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:486815039,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cacf054ea43c856881402126539fa5dcc43cd6004226e6b935c533c037d70ff5" data-turbo="false" href="/actualbudget/actual" data-view-component="true" class="Link text-bold wb-break-word">actual</a> </h3> </div> <div class="d-flex flex-items-center"> <a href="/sponsors/actualbudget" aria-label="Sponsor @actualbudget" data-hydro-click="{&quot;event_type&quot;:&quot;sponsors.button_click&quot;,&quot;payload&quot;:{&quot;button&quot;:&quot;TOPIC_PAGE_SPONSOR&quot;,&quot;sponsorable_login&quot;:&quot;actualbudget&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9e3ab22dba87ca1b6ffe0ac72189c6ad8c7b98f98d3fd664103998d1128e2794" data-view-component="true" class="Button--secondary Button--small Button mr-2"> <span class="Button-content"> <span class="Button-label"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-heart icon-sponsor mr-1 v-align-middle color-fg-sponsors anim-pulse-in"> <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> <span class="v-align-middle" > Sponsor </span></span> </span> </a> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Factualbudget%2Factual" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:486815039,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="982fb461eb1ca31a04781d6aadcdda577329f6b5c629f8e823fd2738da261ab4" aria-label="You must be signed in to 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data-plural-suffix="users starred this repository" data-turbo-replace="true" title="18,215" data-view-component="true" class="Counter js-social-count">18.2k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-486815039" aria-current="true" href="/actualbudget/actual" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:486815039,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5fecb5d5e0ec95aaf687db1a4fbc73d6886a736f991039e354bd8a3f247dcf0" data-turbo="false" 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_ISSUES&quot;,&quot;click_visual_representation&quot;:&quot;ISSUES_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:486815039,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a2efe8e39e6a73a21019430fcf6ae1c3f9efaa7af1cf68fdf26e8ec3e3e978d2" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-486815039" href="/actualbudget/actual/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:486815039,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2d3a745ca14307b1e1e65951cbfc3362fa2ab0f3b7ef71e155dec6b37efb2622" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A local-first personal finance app</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:441,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00cf5b4528dac11d0f972bc8580718acc13f977a15251fb0f52b4bbd8129f28b" title="Topic: money" href="/topics/money" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">money</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:640,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de8ebbe72bfcb7105bf833ce42ece4095e2d060ada4bd0de10e4bfa1ab62f460" title="Topic: personal-finance" href="/topics/personal-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">personal-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27867,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f602d9dfcc752384f5e93a3b9445b32cf04cd3f733c881aca279f6b2aad6ad4f" title="Topic: budgeting" href="/topics/budgeting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">budgeting</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-04T04:01:37Z" class="no-wrap">Apr 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3178c6"></span> <span itemprop="programmingLanguage">TypeScript</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:68813910,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="417e7b2f91a09149fcc1deb8f3f8b1cee84fa556b736d55af12230dabb9fa6d0" data-turbo="false" href="/AI4Finance-Foundation" data-view-component="true" class="Link">AI4Finance-Foundation</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:600544354,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e6f9cb66f9df75c073247480e7fc29d37d95886c31b20df1d3a9d85cac7e61b1" data-turbo="false" href="/AI4Finance-Foundation/FinGPT" data-view-component="true" class="Link text-bold wb-break-word">FinGPT</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FAI4Finance-Foundation%2FFinGPT" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:600544354,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d1faa9e712d5cb22f6d7f5a316bf0877687c93976d53ae96f5f4ec9b69fef2ec" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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 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Revolutionize 🔥 We release the trained model on HuggingFace.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:167,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5c48113f640ca7012db3c841b6d34f075e4a9f6b759f1f6726d1c582c50bc3d1" title="Topic: nlp" href="/topics/nlp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nlp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1698442,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ca5fe54e6300ef5faef33a343e255ce545ed43f04730966caf3ad1c28d29bbd1" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1951796,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="198487a41bf64935f24571602db88bb7f2cc92fe1cd058723ea32a0c254024b0" title="Topic: fingpt" href="/topics/fingpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fingpt</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-12-26T03:22:34Z" class="no-wrap">Dec 26, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_IMAGE&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7af7a8f41f71ee0f2ac07af9242ac8c5f6f8c60fa778585b093065088f635681" data-turbo="false" style="max-height:275px" href="/juspay/hyperswitch" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/552877440/fd8b83bc-a093-4f7b-9e16-a0cd1f9f8572" alt="hyperswitch" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:11497632,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fe0ac84acaa3e8a7682ea4f693bf671e591fdb419172c07d685a9318c5c9c367" data-turbo="false" href="/juspay" data-view-component="true" class="Link">juspay</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1e90a903ee0df77ad08b7b517b723bbdef6586670d49fd6050a622eed3976b3e" data-turbo="false" href="/juspay/hyperswitch" data-view-component="true" class="Link text-bold wb-break-word">hyperswitch</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fjuspay%2Fhyperswitch" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:552877440,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="396b6133386e8d8ac45fe58b2b6dc5391a5f665bf2c988e38f725b973bec0b32" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn color-bg-default"> <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="15559 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="15,559" data-view-component="true" class="Counter js-social-count">15.6k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-552877440" aria-current="true" href="/juspay/hyperswitch" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c994de604426d1ffbe3b4748b662745e1a414e9c83e3d9d33abe337d3ce01e57" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <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> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-552877440" href="/juspay/hyperswitch/issues" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_ISSUES&quot;,&quot;click_visual_representation&quot;:&quot;ISSUES_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="56ded1d7b4d98dd79df6a8042c3caf8cb2ebe5e9e7c69975791c11daeec0a56b" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-552877440" href="/juspay/hyperswitch/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="545885bb841ad1656bc0acc550b437e7a9cfd3ca07158b60d163959d109530a6" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Pull requests </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab-552877440" href="/juspay/hyperswitch/discussions" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:552877440,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="365ec75a3f13dbef9528962c240e16603edbd26b7b8024574ca604272b8214c9" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >An open source payments switch written in Rust to make payments fast, reliable and affordable</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:300,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="915649ff7cc9fd5d5e27d51a093c6a6cb3db56a461bc17d2832dcfbd939f4b42" title="Topic: rust" href="/topics/rust" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rust</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:319,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9f6efe6867954d94f6faabb355d9741fac173ac9de8853718cbcd2badb61842b" title="Topic: redis" href="/topics/redis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">redis</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:382,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e30c15b732606f692c9c23e651581bb6347ad60458db4d54b5724fca99eb521b" title="Topic: open-source" href="/topics/open-source" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">open-source</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8917,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="61214d26e348d1ac4a55d82220874e136927fd2277cb38bf3001c428ddde011d" title="Topic: sdk" href="/topics/sdk" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sdk</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13020,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="78851341770914f19c7124beed8f8d9e79681ed6ba86814826465c8d3cb2e3a3" title="Topic: high-performance" href="/topics/high-performance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">high-performance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17184,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a687da794c7cb89480a74fa9f92eb5d02cc49680ad6cf8237b0192011ef7d6d4" title="Topic: postgresql" href="/topics/postgresql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">postgresql</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22271,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa0d786a1880508153adb8286ea7d2a00a85c4cdcd5f42c34caca266385ecd65" title="Topic: payments" href="/topics/payments" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">payments</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23237,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="670981bc4995ea66b09d6a0eb60bc5f332a84d1e311a6d68fb7a1f4d697efe46" title="Topic: orchestration" href="/topics/orchestration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">orchestration</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:126932,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f5ede506fc5c161fb3358b8379e9160b746bdf0d8cd661949830cdbb45549ed9" title="Topic: restful-api" href="/topics/restful-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">restful-api</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127746,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dbbd0f2c922c13e6ff1bf135a8e5a500563cb64f18f2bef5b6dc3aa4ea37ae7c" title="Topic: beginner-friendly" href="/topics/beginner-friendly" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">beginner-friendly</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:196454,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ed3ee6175f8da683de27cd0396f32d3ec9068966d739a91e05e26227516653d0" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:457359,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1ff6c97ca807df43e021d402876b3dc82f56122d4b1c8f0cfa17c6fb0af36882" title="Topic: featured" href="/topics/featured" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">featured</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0816b01cf991123fcd02e9c23b6c03d7016b565551c3a23782e77139271191c3" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9631,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6323e47019e9f2d4224d22954a736a646a1a2265693f7c9f9ba0ee51d105858e" title="Topic: trading" href="/topics/trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:24132,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e1cc64639b97bbf929ef355e13e54cfa96e852312b53d54f1c6b7fda5c4dde7e" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93204,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="343aebb82d576b1edb2b745ca539155c4c36ae26ac1fadb9161c8bfdd6d615ff" title="Topic: trading-strategies" href="/topics/trading-strategies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-strategies</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110073,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25a11786241a483bf523cfcb32a6f2e7745a06f1b3ba5f61e9ba46a6392fab72" title="Topic: investment" href="/topics/investment" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">investment</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:465417,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="64fba61f5f0a4509c791ff5f6869cbb14201f5009b4b951b4adde9e03997f605" title="Topic: synthetic-data" href="/topics/synthetic-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">synthetic-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:469505,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="03827571726e10badce6c8d0e08933494d640bf69808c445ab079d8b3be68049" title="Topic: investment-strategies" href="/topics/investment-strategies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">investment-strategies</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1328944,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2e3a4e8a6e76bfe5cd2a1c05cea02cfaa2241a322987f7621e822d0a6a8d4070" title="Topic: ml4t-workflow" href="/topics/ml4t-workflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ml4t-workflow</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1328945,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="38f19970454d8a7f8b58f20d22bf8a459632cad10a4cbe6ead0f53e0d1598d50" title="Topic: trading-agent" href="/topics/trading-agent" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-agent</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-08-18T21:54:07Z" class="no-wrap">Aug 18, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span 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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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-28904322" href="/waditu/tushare/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:28904322,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="293c2003f49ddd5772ef5a44998046ac1fadacf094811c94b8f93ec32be41a32" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ebefc9b75cc6a8bf32845102cb678d42e6447b7e4ff745eb3e2c7408504ad347" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22389,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a00719b9f59df16efe141601b67f80544177dd984292a76ed4b52f9089594bbe" title="Topic: pandas" href="/topics/pandas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:39140,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea46ee1a78d8dc8038c20a5744d99950c7c2cededbd0fa25ae6d38150da1913d" title="Topic: fintech" href="/topics/fintech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fintech</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:314329,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="070d81698bb963fb7b33caf0f035e3852ae5855e2d1e4437880f184d6d306e77" title="Topic: tushare" href="/topics/tushare" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tushare</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:355292,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5a1dd9a7af26b0cbe33234a08d6438318a013ee86200f1f20ca1b77e236c3373" title="Topic: realtime-quotes-data" href="/topics/realtime-quotes-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">realtime-quotes-data</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-03-13T14:31:20Z" class="no-wrap">Mar 13, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:91018023,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d41e640fa800b4809b3ab5f1ed2155d0fbdd78c6754fe5eaa6fc3de711342f04" data-turbo="false" href="/akfamily" data-view-component="true" class="Link">akfamily</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:212037775,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aa41cab2690d84f4be6126ce31b9e64a7313a99fb5c26c475936d8035aa45dd5" data-turbo="false" href="/akfamily/akshare" data-view-component="true" class="Link text-bold wb-break-word">akshare</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fakfamily%2Fakshare" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:212037775,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1069956c11904348ce967895dd3f310515560c19af25588acaca792fff38bc0b" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn color-bg-default"> <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="11228 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="11,228" data-view-component="true" class="Counter js-social-count">11.2k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-212037775" aria-current="true" href="/akfamily/akshare" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:212037775,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7f2a467514d6675bb3d8110f7ed2f5c643643acf19c2e0c41409be2315228785" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <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> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-212037775" href="/akfamily/akshare/issues" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_ISSUES&quot;,&quot;click_visual_representation&quot;:&quot;ISSUES_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:212037775,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c86849e99ddf1bf23516b3635fda4df56567790a46188d826e660f99c6e17362" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-212037775" href="/akfamily/akshare/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:212037775,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20c81a74935291a8a6e8a1e7d1c8b9ae300443c40b86bde1f3e986a5537a6b1f" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2129,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3686d1e879ce286efa79d202ce2a051939f7aca949db558d03cf4a81cdb7eb7c" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2131,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="68cf1a1997062b102db13a2022d3252e76c9cebc3e9a13488561e939c3b99e9c" title="Topic: data" href="/topics/data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:14065,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3813e8760ed676cc743e8d208e49e7a054be260b211d0ee406a6379251c9bf31" title="Topic: currency" href="/topics/currency" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">currency</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20743,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e972c814709e6797b047f2acb8a951f7d795959676d8005a58a3bcf87a44e811" title="Topic: academic" href="/topics/academic" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">academic</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23411,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7dc394c8e554e691cf9df5d33af4c699a0b893617b5ca2c21c3033460d8a76bf" title="Topic: stock" href="/topics/stock" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stock</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34691,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="24248fdd6784e70af8c6ae4c6045dcf762a6f7eb1f207d54f7151ecd1e98a6f2" title="Topic: economics" href="/topics/economics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">economics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60967,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5433f9fa4672c3e63034bb2970a51346d5ff3e2e7b55344d7e38a684e13fba1b" title="Topic: quant" href="/topics/quant" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quant</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:61115,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7ceb309b8a8e6871a02d813e8d6d91f50fe377f966578b9ad8fca313c7956b21" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:83996,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="91b2f93d75fbc0385d76fc5101f1af3e9eab1e19a81450da4035fc91549df7b6" title="Topic: bond" href="/topics/bond" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bond</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95670,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa1ca43b08582f40c65239913879f7fa4673c963fbd516798cd23d928ea99f66" title="Topic: option" href="/topics/option" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">option</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:119062,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6bcaf151c63486e23986c11c3dd1366ae88c2f136c07d963483bf651ec764cdd" title="Topic: datasets" href="/topics/datasets" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">datasets</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:144339,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e2ef3dee0d3a576afddbf02c1c445d3c7e2aab45bd1b434dc8c995a2465f2bfd" title="Topic: futures" href="/topics/futures" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">futures</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:168236,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e4f643f323c95423ebb9c7b68dad5e20ec5e9c782be54c387592f735fe1c8be6" title="Topic: financial-data" href="/topics/financial-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">financial-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:187993,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="12d51900c1dabeb21ed51928dcf8541d2cc080d83ed90ceddbdb2d27cd746dd6" title="Topic: fundamental" href="/topics/fundamental" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fundamental</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:301769,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fb380ad4adcc4af3508754103470cd5a9cb1635da3c3d474d02e25f2b5c64f64" title="Topic: asset-pricing" href="/topics/asset-pricing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">asset-pricing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:355793,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e7b4dc85ecc49844db53e8451879f481564ae82dd83e97b48aece03446cc09b" title="Topic: economic-data" href="/topics/economic-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">economic-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:433957,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="18eeee184488ba39b71ebd060cfe26a69f9baba269c8be910557dc7c4271e862" title="Topic: finance-api" href="/topics/finance-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance-api</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1115203,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cd2bdb53240980e0e916972299328ac4c35e441f9dae6c962013489b93679fc9" title="Topic: akshare" href="/topics/akshare" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">akshare</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T11:43:57Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7644688,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="14b087350ca2694c831a6f978286eabcb19279ee62694b4118511cd488dd0b77" data-turbo="false" href="/tradingview" data-view-component="true" class="Link">tradingview</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:188438191,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="359dfc1ad3453c55486c2ef224a99950e5fc1f3ae69dbb2a3651a568849f0e6f" data-turbo="false" href="/tradingview/lightweight-charts" data-view-component="true" class="Link text-bold wb-break-word">lightweight-charts</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Ftradingview%2Flightweight-charts" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:188438191,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1a1be9f119b6e00f07279f1da88b18d6211c663e5a8a15003e0d823d6374f04f" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Performant financial charts built with HTML5 canvas</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:40,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d19de60ddba6bda45bb5c17d89f0d875024e95dc2cffb7e145119b46a88cfd6d" title="Topic: javascript" href="/topics/javascript" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">javascript</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:790,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3f852436ded4244f6f2eeaaac0c6d65265243d2dd2cfcf3fe67045d789265de0" title="Topic: charts" href="/topics/charts" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">charts</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7537,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9a5517c56d21492a6272fe9ee0eadab24d2eb7796b6c96fbbf22d38be7075382" title="Topic: typescript" href="/topics/typescript" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">typescript</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9049,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5cd7c2b7f71239cfdfd25faf224c5f5be170a9d98beef16ec75b329a80ba509" title="Topic: canvas" href="/topics/canvas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">canvas</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9148,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6c5e5be9a39460b4d59c427a77584af116a9ca2f9a3154a39f3734d6086fe8c4" title="Topic: charting-library" href="/topics/charting-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">charting-library</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178934,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4cf5b7c3626ffec764a2bb8b6415e4828bc7f3c983dd5053bd39c58f8c85d92a" title="Topic: charting" href="/topics/charting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">charting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:288774,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d4f42a60a20959259a92bd1c0f8d8bb5d8e5e0aa86dc44d08ad35a590e392489" title="Topic: html5-charts" href="/topics/html5-charts" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">html5-charts</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:439378,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e1b8ee4a2cfe8efb522c205187ea91852eb54dda18306526d398392c05ef157d" title="Topic: financial-charting-library" href="/topics/financial-charting-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">financial-charting-library</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-01T16:04:42Z" class="no-wrap">Apr 1, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3178c6"></span> <span itemprop="programmingLanguage">TypeScript</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_IMAGE&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27251463,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dfcf03043f075d371435fac2cb196bc8045a8bd1d2585c1e7a4e9afa3c7c8f47" data-turbo="false" style="max-height:275px" href="/QuantConnect/Lean" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/27251463/9268f080-61b0-11e9-9187-2a491d278e70" alt="Lean" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a 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data-hydro-click-hmac="ebefc9b75cc6a8bf32845102cb678d42e6447b7e4ff745eb3e2c7408504ad347" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:224,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ed0c308b8306cecd0ca11acf45a9df509de2a478801594ecdc41ab274039d6f4" title="Topic: c-sharp" href="/topics/c-sharp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">c-sharp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7501,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b5090e073a2282a91f015d8a5c38703b1e6b4308f4927c9a3815135cf22129cc" title="Topic: algorithm" href="/topics/algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8926,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c73c84ec5e73d01f318cadb8ef26c90fc1879118ffbcac85f69a75cff2206d68" title="Topic: options" href="/topics/options" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">options</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20535,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5d6db34ebafb63c9615473e7d6257b0d9ee227fb6616ec9dc59eaa964c7746aa" title="Topic: trading-bot" href="/topics/trading-bot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-bot</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23735,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cfe72f5ff84deda8b2f6fac3e162fabecc014844af2868bb35917b6fc7ce854f" title="Topic: forex" href="/topics/forex" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forex</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93204,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="343aebb82d576b1edb2b745ca539155c4c36ae26ac1fadb9161c8bfdd6d615ff" title="Topic: trading-strategies" href="/topics/trading-strategies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-strategies</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95655,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2d7ca2eedb46eecc2148d3d81f739e185cf7b3c1933fad08a4fda9fdf773e4fa" title="Topic: stock-indicators" href="/topics/stock-indicators" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stock-indicators</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:165228,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e83af2f32ef5f75600cb1c9ee3309203c6b7f1e97683b1184100e64c76a772df" title="Topic: algorithmic-trading-engine" href="/topics/algorithmic-trading-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading-engine</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:165230,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="acfab7d57f4e3a486697c034f25dcc54e84e011210f3be6f12ed5c60485c5547" title="Topic: lean-engine" href="/topics/lean-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lean-engine</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T21:24:15Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #178600"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ebefc9b75cc6a8bf32845102cb678d42e6447b7e4ff745eb3e2c7408504ad347" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a 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octicon-git-pull-request color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Online Accounting Software</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:397,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aaac41373ed2c576d4d7136fbd649d7628780ac23ee4ce919d2b8427beda369b" title="Topic: php" href="/topics/php" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">php</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:441,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="00cf5b4528dac11d0f972bc8580718acc13f977a15251fb0f52b4bbd8129f28b" title="Topic: money" href="/topics/money" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">money</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2439,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65ee9da7973ba1824894002150346398b556ea02a8768d85d0150f6d1b98c9df" title="Topic: laravel" href="/topics/laravel" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">laravel</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12719,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4f904b1e2e13186a3cb27d62fd76d93ebdbea920ce9931693f77547282b6b204" title="Topic: erp" href="/topics/erp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">erp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12840,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cfe66cc27973760ca66f483c68d68959f06ddb8704852b5e907112642a40f6a6" title="Topic: balance" href="/topics/balance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">balance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17011,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="251c22deaf72bf32088bf76d895d816cc0bf91f581fb3ed09e7f173e6a1efd25" title="Topic: invoices" href="/topics/invoices" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">invoices</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17616,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a61194e6dd7bc35871073a7ec214d78dbcd19c1ccac0838088516a7577fa3da1" title="Topic: accounting" href="/topics/accounting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">accounting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21481,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c21a0ebc2e8e752fac6ff87a4c955ac8d13183877d4746609ea9643ec9d3eb78" title="Topic: crm" href="/topics/crm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">crm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21813,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3104bb3a323f6da607d43e582acb90edd3007d885721bb1c6dd91658f3d0db83" title="Topic: invoicing" href="/topics/invoicing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">invoicing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22271,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa0d786a1880508153adb8286ea7d2a00a85c4cdcd5f42c34caca266385ecd65" title="Topic: payments" href="/topics/payments" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">payments</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:39140,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea46ee1a78d8dc8038c20a5744d99950c7c2cededbd0fa25ae6d38150da1913d" title="Topic: fintech" href="/topics/fintech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fintech</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:74468,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7abd9550994269ac5dc688527959c094ba942e08d347c97ed7792e2cc547e1a6" title="Topic: payroll" href="/topics/payroll" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">payroll</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:74842,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4c9737af662842446d992858770f8ffdbbba99ad31647eb6cc2994a02096d6b8" title="Topic: billing" href="/topics/billing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">billing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84258,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f1f66e95f18d28ed223a10722d24cd2f68a554647796c5614c9846ecc2ea2299" title="Topic: budget" href="/topics/budget" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">budget</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:106002,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="12887806a4e805de2afd038e8f396f776f04dee9d9e1132cff1e244c873d982c" title="Topic: laravel-application" href="/topics/laravel-application" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">laravel-application</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:106009,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ebd55ebc0316a0b8841230d9cb3ca289b9c232b9335b22c256a46d81a9ee2942" title="Topic: expenses" href="/topics/expenses" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">expenses</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:358006,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1eec34a0733c2108192426e449ad8f63e1050b4fd834a539119b06b7fdaf6f67" title="Topic: bookkeeping" href="/topics/bookkeeping" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bookkeeping</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:604870,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d0daf460151229bc723577c5b943be2eba28acad2657836fa47b3dc27240ad53" title="Topic: akaunting" href="/topics/akaunting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">akaunting</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T12:22:21Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #4F5D95"></span> <span itemprop="programmingLanguage">PHP</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_IMAGE&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27703983,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b9665127ec225a3f64ef81931f7da433f12b3c6ac6ec17fa53b93c26788e8730" data-turbo="false" style="max-height:275px" href="/StockSharp/StockSharp" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 Link color-border-muted border-bottom d-flex position-relative"><img loading="lazy" src="https://repository-images.githubusercontent.com/27703983/b4ecf060-cc93-4177-a284-097dc2af7201" alt="StockSharp" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <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> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:10113234,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d26dad84fdc5e16f2b8b70e2cf96d464f48357ec799ba00f66e2f701443edd24" data-turbo="false" href="/StockSharp" data-view-component="true" class="Link">StockSharp</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27703983,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a343d4563fbf2359a3d652a98d7db6857e6950f08a6b14155a76024c7d7761cc" data-turbo="false" href="/StockSharp/StockSharp" data-view-component="true" class="Link text-bold wb-break-word">StockSharp</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FStockSharp%2FStockSharp" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:27703983,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e0be8b68d0a0fd150900b0b3f48f492ba4349e81c9078b0c43cb89f2edca86c4" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn color-bg-default"> <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="7897 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="7,897" data-view-component="true" class="Counter js-social-count">7.9k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-27703983" aria-current="true" href="/StockSharp/StockSharp" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27703983,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2dc5581aedf16421429924c13ab2681fb806ee468125e07b8572d0e131ea6c42" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <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> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-27703983" href="/StockSharp/StockSharp/issues" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_ISSUES&quot;,&quot;click_visual_representation&quot;:&quot;ISSUES_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27703983,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ef70466e28fcb953b17098ff5617ce38d9a25edf430926dae6675f1b75bd9d25" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-27703983" href="/StockSharp/StockSharp/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27703983,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7cd7805354394f0dc1221d6a519bbf259f829ac80235f4493cea9ac20ee6e91d" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <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 color-fg-muted"> <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> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:224,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ed0c308b8306cecd0ca11acf45a9df509de2a478801594ecdc41ab274039d6f4" title="Topic: c-sharp" href="/topics/c-sharp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">c-sharp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5966b4deb21503cb58f6fa33c185174784d0d5f39de8602198e2a256388bb0c2" title="Topic: finance" href="/topics/finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8940,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="84c173e3b34430e5c74f3be3737031312dd13bfb22c5f39e8fb3b236064bdb69" title="Topic: crypto" href="/topics/crypto" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">crypto</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9631,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6323e47019e9f2d4224d22954a736a646a1a2265693f7c9f9ba0ee51d105858e" title="Topic: trading" href="/topics/trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23735,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cfe72f5ff84deda8b2f6fac3e162fabecc014844af2868bb35917b6fc7ce854f" title="Topic: forex" href="/topics/forex" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forex</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:27680,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0983d63b90c396197e82cd9c44463698fa368725352a549ac9d1235253f544d8" title="Topic: cryptocurrency" href="/topics/cryptocurrency" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cryptocurrency</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:43597,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eab8cfe356940ffed67f196aebe5baad6339447ee84e6c2f286399f0ff3e3e21" title="Topic: broker" href="/topics/broker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">broker</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:74743,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9ff338965ff1ab2d0e4d3a215256356ee402563d08786fe00ca3f0df029bcda1" title="Topic: trading-platform" href="/topics/trading-platform" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-platform</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93204,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="343aebb82d576b1edb2b745ca539155c4c36ae26ac1fadb9161c8bfdd6d615ff" title="Topic: trading-strategies" href="/topics/trading-strategies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-strategies</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95394,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e9dd6ec1296c6a1ebf56e636b2a16083f45952abb3a53601ddde8c401c8f5181" title="Topic: stocks" href="/topics/stocks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stocks</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:109437,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6694cbebbbc2c08566e43e3ac6ada8f762ad687a67d2a3467dbd8a19a1d7abea" title="Topic: quantitative-finance" href="/topics/quantitative-finance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quantitative-finance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:110070,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dccbbef15deb84f1ec4145e6ebd0653545072ac6809b398230f10fcb200f95c9" title="Topic: fixprotocol" href="/topics/fixprotocol" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fixprotocol</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:119190,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b73802aabe7e8f2870b41acd13c4f320c6ff8a6d990639990511b76eee959cf7" title="Topic: hft-trading" href="/topics/hft-trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hft-trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:165228,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e83af2f32ef5f75600cb1c9ee3309203c6b7f1e97683b1184100e64c76a772df" title="Topic: algorithmic-trading-engine" href="/topics/algorithmic-trading-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading-engine</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:172052,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="58b2247efc3373f05d78a11772f9c7cc5cef7dbd118363a09cde399dbcca7d57" title="Topic: algorithmic-trading" href="/topics/algorithmic-trading" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">algorithmic-trading</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178990,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a14805cca0efa3bf45b4ce0160bc4a6230bcf204d346dabe2be88598d8198499" title="Topic: trading-robots" href="/topics/trading-robots" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trading-robots</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178991,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1dc3003b54cbcc40fe66fdca4cc4f2e2fdef1298b22e28c117b23d2adeada4bb" title="Topic: bitcoins" href="/topics/bitcoins" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bitcoins</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:327955,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="21366530a90b71c8d7697c68df1be61e5bc51c4bc3de299770886c2d863d51e4" title="Topic: brokers" href="/topics/brokers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">brokers</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:375376,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f42dcd84a98349c7ecb5927751a7b0ce8893a2f5ce52c1063487146f52248304" title="Topic: interactive-brokers" href="/topics/interactive-brokers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">interactive-brokers</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:401935,&quot;originating_url&quot;:&quot;https://github.com/topics/finance&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="06916e563dabb8482a39014522d09cb9c6c209bf77e1e8ff8baed3d6ba841cff" title="Topic: backtesting" href="/topics/backtesting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">backtesting</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-01T13:19:26Z" class="no-wrap">Apr 1, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #178600"></span> <span itemprop="programmingLanguage">C#</span> </span> </li> </ul> </div> </div> </article> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/finance" accept-charset="UTF-8" method="get"> <input name="page" type="hidden" value="2"> <button type="submit" class="ajax-pagination-btn btn color-border-default f6 mt-0 width-full" data-disable-with="Loading more..." > Load more&hellip; </button> </form> </div> <div class="col-md-4 col-lg-3"> <div class="mb-6"> <h2 class="h4 mb-2"> Improve this page </h2> <p class="color-fg-muted"> Add a description, image, and links to the <span class="text-bold">finance</span> topic page so that developers can more easily learn about it. </p> <p> <a href="https://github.com/github/explore/tree/master/CONTRIBUTING.md?source=add-description-finance" data-ga-click="Explore, add description, text:add description" > Curate this topic <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 ml-1"> <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> </p> </div> <div class="mb-6"> <h2 class="h4 mb-2"> Add this topic to your repo </h2> <p class="color-fg-muted"> To associate your repository with the <span class="text-bold">finance</span> topic, visit your repo's landing page and select "manage topics." </p> <p> <a href="https://docs.github.com/en/articles/classifying-your-repository-with-topics"> Learn more <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 ml-1"> <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 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