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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 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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" 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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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</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;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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9b79c2a8d9c0d6d80ae4eb6a9666291cafc9d3caa22dc91c9058c24aab3715d5" 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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a493406f622efcf946ab040167c7e7e5a806f4382e2b740cb6c7cdaf7297340e" 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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8725ceba013b065f4e23744a1b18dde3eaa701e11267ac62a7cc949750c9b866" 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"> sde </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="sde" data-topic-name="sde"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.sde" 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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e63923668e88b002596a476cf1e1b3654908db5c2fc202614e38b6b718d5b67f" 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 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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/sde" 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>232</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?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>47</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?l=markdown" 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> 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<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>17</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?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>15</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?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>13</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?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 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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> HTML <span>5</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sde?l=matlab" 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> MATLAB <span>4</span> </span> </a> </div> </details-menu> </details> <details class="details-reset details-overlay select-menu mt-2"> <summary 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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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aee651e16e5501c630d2a74bc96e14c9e8ca7dd2d3f4ed729b6eee7436f88d95" 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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a41f2e3bff8ff93ed926bcd998e143595b5d11bd705647898d36da7c013989da" 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 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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;:9913,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="99617b528d57c8bc88ab428dcdcb776e943da8a084b34306f2919d60360de973" title="Topic: robotics" href="/topics/robotics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">robotics</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;:44690,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="62beb92227036be3457d04ca09291891310d6e1b3dde1fc9abfa23f91398d9e3" title="Topic: gym" href="/topics/gym" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gym</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;:60724,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0823ed21a55bd97bcc6d9efcfe1b7f34dd6c704adc9fdcd918528efec7023953" title="Topic: reinforcement-learning-algorithms" href="/topics/reinforcement-learning-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning-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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:588519,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d55185cfe3160a36eba17c0ccd909f0f2f459f06dfe19059bc717bf96f694aa2" title="Topic: baselines" href="/topics/baselines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">baselines</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;:886644,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ede1390e2836e3671d0e46e87bdd9c8471886467b6857756e5cd54f8df66ca4c" title="Topic: stable-baselines" href="/topics/stable-baselines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stable-baselines</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;:1074663,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4e5bc3fc49ccbe62870e424754ee7d96803bc74220d0a24fa2341eb92ca8534b" title="Topic: sb3" href="/topics/sb3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sb3</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;:1378508,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5ad2db2daf7c6073761a91429e66800bf2bb89256f6443a5db58e2d6f308cbc6" title="Topic: gsde" href="/topics/gsde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gsde</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="2025-03-24T15:01:14Z" class="no-wrap">Mar 24, 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> 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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-407840318" href="/Kaustubh-Natuskar/moreThanFAANGM/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;:407840318,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9bac8f19343a98103c8d6fc6a5801daa6b8c00a2e3485caf48e90e02b6a8f21d" 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-407840318" href="/Kaustubh-Natuskar/moreThanFAANGM/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;:407840318,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9f6cc189a304519170697ace52c91b54290e5ef9f0fb261f3a4dadcc1c00278f" 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" >This repository contains opportunities for you to apply to more than 400 product base companies(NOT JUST FAANGM) &amp; good start-ups.</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;:741,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e7cd0beff9d4c0345cbf754b8f23fb8a153f6ef5861fdbfc5283f07d40670fb8" title="Topic: engineering" href="/topics/engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">engineering</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;:2188,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3ac296712ac5ceac6c43582aaf49c5caf4adfea50ca606479c350724d6843f15" title="Topic: it" href="/topics/it" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">it</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;:2229,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b93ddb835107c023844e20ba8ae4f352ed87e9c3ee6f1ea975d56bed77e332d1" title="Topic: ecommerce" href="/topics/ecommerce" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ecommerce</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;:12407,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8bc1d0f792883f7738160340c476b3ec6ea1fe8706ddfbc78350aedf907e0506" title="Topic: electronics" href="/topics/electronics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">electronics</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;:21109,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b1eaad3581308627b386c277bfcce7cbcfdc96000755f69bf3b2c8ac0fd9d73a" title="Topic: jobs" href="/topics/jobs" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jobs</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;:24147,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eb1f9ba24ed2301d1928447473227c67c53fc0a855b4ca868e76dfff3f4a2669" title="Topic: edtech" href="/topics/edtech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">edtech</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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cb6e00e04a75f44939c164c6d5d0d00d3c1310c47c6b850ed1fb24e62bc8bd25" 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;:138644,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2f03519b932cdb2f9d5391a7a9961f101708009d0f13f23907ac40abf32875f8" title="Topic: opportunities" href="/topics/opportunities" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">opportunities</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a69dccf019f52aa0faa39550343dfa0dec78e528112c8abaf9998e6584b2411" 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;:316234,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6da0112d62944f0621692536b8597fc9707b2405d3bf43e18d3f2bf4851dd2e4" title="Topic: semiconductor" href="/topics/semiconductor" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semiconductor</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;:430475,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="258a7d00a2e0670ad9953ba5ba98eb4679bdd2d7ab6fe094674f4ac286d9b0c9" title="Topic: appliances" href="/topics/appliances" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">appliances</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;:1111493,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="47b623194a5bc5540cbe12fe8ad12ef4c1ccc1c118f6ff04b5c60fbf003febbd" title="Topic: non-tech" href="/topics/non-tech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">non-tech</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;:1261211,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0df085ecd4d59032ca989d92f36647751325251f3e142eac93e2ac2d2da0f24f" title="Topic: faang" href="/topics/faang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">faang</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;:1599716,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8ee5837bc775654fbc3951cb74635dba9a33eed108efa96387f9f79870c3ce2a" title="Topic: notjustfaang" href="/topics/notjustfaang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notjustfaang</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;:1946558,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3f6173facc4582dcd30a8f6654c64db55e10c38fc960b8925c92413f183beb1b" title="Topic: notjusttech" href="/topics/notjusttech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notjusttech</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;:3055390,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="01864193d83f17d896fb9a7983036815f40fdc53e942cc71cb2c7d8710fb4473" title="Topic: hacktoberfest-2024" href="/topics/hacktoberfest-2024" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest-2024</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="2025-03-16T15:27:37Z" class="no-wrap">Mar 16, 2025</relative-time> </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 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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;:261373023,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cef448e11d04948c339c99c73dbbd77611e929a2f3d5103af6ddc513b80beeac" 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;:9047,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="830c3fc154674430689f1c8e0f6d28c01f060fb9fc6fecd73bd4c6e4176862c4" title="Topic: reinforcement-learning" href="/topics/reinforcement-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning</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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a41f2e3bff8ff93ed926bcd998e143595b5d11bd705647898d36da7c013989da" 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 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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;:74002,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77e949df5be344541e5def86da13ea9666ecd89a727e5cf8588aeae25df9945d" title="Topic: segmentation" href="/topics/segmentation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">segmentation</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;:127904,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="210646c9120d3c03fd24a3f00460383be73b5492ac1907cba4f4ab1f130eaeca" title="Topic: reconstruction" href="/topics/reconstruction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reconstruction</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:301546,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="448f851d77cf8cfaf3ab61a17be90fe130d7c2eb4d109fa81b2438c4d355df7c" title="Topic: diffusion" href="/topics/diffusion" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diffusion</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;:1014503,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="87b82d352d1df394cb06219254146cb06b1cbc6cf360ed78fa7e6ec4617b045c" title="Topic: diffusion-models" href="/topics/diffusion-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diffusion-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;:1530159,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ab3ef94d59a732072929d125ddc75af1f03236d2d78794b86bd7bbf545db3afd" title="Topic: score-based" href="/topics/score-based" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">score-based</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;:1830180,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e623cab66aa855d73db0b88cc0bf4c776dd19a5454ef500cc5bbf4887995e084" title="Topic: ncsn" href="/topics/ncsn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ncsn</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="2025-01-04T03:18:17Z" class="no-wrap">Jan 4, 2025</relative-time> </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 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A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations</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;:9838,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0b3b27d38c1fb1d747293c487ef9966786ccb514e4380d157e54467e69bf51be" title="Topic: computer-algebra" href="/topics/computer-algebra" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-algebra</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;:12779,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e2706c69deda207549efd9a501f33be2321cb04f123403946831fe5d80f4bbc4" title="Topic: optimization" href="/topics/optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">optimization</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:39186,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="65d120225527bd7999487fd38844a337a1bbcf99af5134ab646b28e683aaca47" title="Topic: symbolic" href="/topics/symbolic" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">symbolic</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;:73012,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b31107fbc6ef59606cb9dc24c9781ed80aaa7d522d24fa9393dea0f46f35fd0a" title="Topic: dde" href="/topics/dde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dde</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;:95821,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dc7c746abe8cc0075635908290abc5ed13816b236711fd2fd5aea6c2e665b248" title="Topic: differential-equations" href="/topics/differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differential-equations</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;:118713,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="222185fbffeb2a72eb7a9bacb4e7d0ca71130b8498f81bf3c42453da5e3c987b" title="Topic: ordinary-differential-equations" href="/topics/ordinary-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ordinary-differential-equations</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:154304,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea09b2abccc4554ef488556e91a1f022fc4b118157417b8441fab1760c3c1c4e" title="Topic: pde" href="/topics/pde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pde</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;:154306,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20e0bb212b6b99520e24fc9a7b5d0e3a047a51a8f431b55432dd57467d16ed86" title="Topic: dae" href="/topics/dae" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dae</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;:173372,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="87730bad2f8efba298a2c453f089aacc442f04d9baaf0e2f36de9862d7df236e" title="Topic: stochastic-differential-equations" href="/topics/stochastic-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stochastic-differential-equations</a> <a 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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" >Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source 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;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aee651e16e5501c630d2a74bc96e14c9e8ca7dd2d3f4ed729b6eee7436f88d95" 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;:7525,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="66e129a9d2a2cd99741da804fc642571460cd5c7cd217b1a187beb31810509ff" title="Topic: r" href="/topics/r" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">r</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;:13101,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f9f724f131dab545244538522f60baeb6ae1b1e3570bcf388a46ee9d20fa2534" title="Topic: julia" href="/topics/julia" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">julia</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:73012,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b31107fbc6ef59606cb9dc24c9781ed80aaa7d522d24fa9393dea0f46f35fd0a" title="Topic: dde" href="/topics/dde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dde</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;:74620,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="37f03c4e61e5f75a91b6a39c8505a08876eb338f3a9db035ad2d0a6c67b71a8e" title="Topic: partial-differential-equations" href="/topics/partial-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">partial-differential-equations</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;:95821,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dc7c746abe8cc0075635908290abc5ed13816b236711fd2fd5aea6c2e665b248" title="Topic: differential-equations" href="/topics/differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differential-equations</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;:118713,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="222185fbffeb2a72eb7a9bacb4e7d0ca71130b8498f81bf3c42453da5e3c987b" title="Topic: ordinary-differential-equations" href="/topics/ordinary-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ordinary-differential-equations</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;:154297,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f6ae0419be42f28f478a4f3daa14668254c4aa1ee014b9940889ce118db64d5" title="Topic: differentialequations" href="/topics/differentialequations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differentialequations</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:154304,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea09b2abccc4554ef488556e91a1f022fc4b118157417b8441fab1760c3c1c4e" title="Topic: pde" href="/topics/pde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pde</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;:154306,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20e0bb212b6b99520e24fc9a7b5d0e3a047a51a8f431b55432dd57467d16ed86" title="Topic: dae" href="/topics/dae" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dae</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;:173372,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="87730bad2f8efba298a2c453f089aacc442f04d9baaf0e2f36de9862d7df236e" title="Topic: stochastic-differential-equations" href="/topics/stochastic-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stochastic-differential-equations</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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7a69dccf019f52aa0faa39550343dfa0dec78e528112c8abaf9998e6584b2411" 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;:938396,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e078f9669859b3b506274aa84a8c79e82439af0dc5427582bde496ff1bf15385" title="Topic: neural-ode" href="/topics/neural-ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-ode</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;:1006397,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4d8821e28bf8a5d92a6fc5c8a392219d8820050705c3d07b740b090e926ddc72" title="Topic: scientific-machine-learning" href="/topics/scientific-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scientific-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;:1037716,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2796346e84aa7f4240b240d49109fdde0326c574eb71c09407de9cd2cf1f4bfb" title="Topic: neural-differential-equations" href="/topics/neural-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-differential-equations</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;:1149586,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4bf91efc60942635c87450df8c2bc162ef546a36ac948f736e2c60c96fdbcd11" title="Topic: sciml" href="/topics/sciml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sciml</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="2024-04-29T14:31:37Z" class="no-wrap">Apr 29, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #663399"></span> <span itemprop="programmingLanguage">CSS</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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a41f2e3bff8ff93ed926bcd998e143595b5d11bd705647898d36da7c013989da" 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/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f8fe9618420e5a77b5eba9f746bfb3317b9dc5684b8d3c10c32c51a0679fa1a6" 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;:9047,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="830c3fc154674430689f1c8e0f6d28c01f060fb9fc6fecd73bd4c6e4176862c4" title="Topic: reinforcement-learning" href="/topics/reinforcement-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-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;:9386,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3d7a6acb41ffea9fde260c3bd7b64fd51eacc96eeb831ddc4ffe7309091a8064" title="Topic: experimental" href="/topics/experimental" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">experimental</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;:9913,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="99617b528d57c8bc88ab428dcdcb776e943da8a084b34306f2919d60360de973" title="Topic: robotics" href="/topics/robotics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">robotics</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;:23301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9757af3c81790513957b48cb915b0dd11c5de03c683e0d9423f91ba310ce4c47" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</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;:44090,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b843436a3494eb6ba509dc64e63af16ca211ba78da472d9785180975a7c17b83" title="Topic: openai" href="/topics/openai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">openai</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;:44690,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="62beb92227036be3457d04ca09291891310d6e1b3dde1fc9abfa23f91398d9e3" title="Topic: gym" href="/topics/gym" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gym</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;:60724,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0823ed21a55bd97bcc6d9efcfe1b7f34dd6c704adc9fdcd918528efec7023953" title="Topic: reinforcement-learning-algorithms" href="/topics/reinforcement-learning-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning-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;:61122,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="36ba29a1b0e7193560abc23be40f7b24e88dc69e322abb3c34fdc3568f74c67d" title="Topic: rl" href="/topics/rl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rl</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:886644,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ede1390e2836e3671d0e46e87bdd9c8471886467b6857756e5cd54f8df66ca4c" title="Topic: stable-baselines" href="/topics/stable-baselines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stable-baselines</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;:1378508,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5ad2db2daf7c6073761a91429e66800bf2bb89256f6443a5db58e2d6f308cbc6" title="Topic: gsde" href="/topics/gsde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gsde</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="2025-03-31T15:42:21Z" class="no-wrap">Mar 31, 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> 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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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:118713,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="222185fbffeb2a72eb7a9bacb4e7d0ca71130b8498f81bf3c42453da5e3c987b" title="Topic: ordinary-differential-equations" href="/topics/ordinary-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ordinary-differential-equations</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;:173372,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="87730bad2f8efba298a2c453f089aacc442f04d9baaf0e2f36de9862d7df236e" title="Topic: stochastic-differential-equations" href="/topics/stochastic-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stochastic-differential-equations</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;:173386,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0a0e4daf175cca06e4f3fe60002c0dc4f8f42185825bab2d7771859134e547c3" title="Topic: delay-differential-equations" href="/topics/delay-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">delay-differential-equations</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;:514547,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="46269e6479b9d303096aca5b1ce543250c6efd03e2c0796b9b247113282adc8b" title="Topic: sdes" href="/topics/sdes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sdes</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;:1006397,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4d8821e28bf8a5d92a6fc5c8a392219d8820050705c3d07b740b090e926ddc72" title="Topic: scientific-machine-learning" href="/topics/scientific-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scientific-machine-learning</a> <a 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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" >Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source 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;:12117,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9984f807872c86427df7fbbbf792afcfd9491740d0421398103f0c9db5584433" title="Topic: simulation" href="/topics/simulation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">simulation</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;:989850,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8766c8567c9a5c6d54bc460d56e8cbeb8a65e1696fc9b691d04173cd271b8ec1" title="Topic: rate-laws" href="/topics/rate-laws" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rate-laws</a> <a 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id="pull-requests-tab-72665210" href="/SciML/SciMLSensitivity.jl/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;:72665210,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="261fb6f770baa57e9e158122214bb828f5a3b23f4edd65cb3515d7bf936e484e" 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 component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:154306,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20e0bb212b6b99520e24fc9a7b5d0e3a047a51a8f431b55432dd57467d16ed86" title="Topic: dae" href="/topics/dae" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dae</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;:173412,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0a6f23025794e5d1ffb5578f22f0eee7e31403a4d899d73ee14492e5c67a2174" title="Topic: sensitivity-analysis" href="/topics/sensitivity-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sensitivity-analysis</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;:1037711,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="facb8f3e4e3d6acdb4ad05d7a2d709549c7d53f0bae5a773d7b105e0332ad798" title="Topic: neural-sde" href="/topics/neural-sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-sde</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;:1149586,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4bf91efc60942635c87450df8c2bc162ef546a36ac948f736e2c60c96fdbcd11" title="Topic: sciml" href="/topics/sciml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sciml</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="2025-04-04T13:49:05Z" 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: #a270ba"></span> <span itemprop="programmingLanguage">Julia</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;:160,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e6a66613138d64a77c6a237761e16bdbfd300b5f0ae0b404214b9596b1c2fb3e" title="Topic: java" href="/topics/java" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">java</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;:9758,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e25dad588772bc3e2d2ecc31dcdd1f6504512a863da9c825bc51181ddcd6c801" title="Topic: leetcode" href="/topics/leetcode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">leetcode</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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="2021-04-09T12:08:17Z" class="no-wrap">Apr 9, 2021</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #b07219"></span> <span itemprop="programmingLanguage">Java</span> </span> </li> 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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" >The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:73012,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b31107fbc6ef59606cb9dc24c9781ed80aaa7d522d24fa9393dea0f46f35fd0a" title="Topic: dde" href="/topics/dde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dde</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;:74620,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="37f03c4e61e5f75a91b6a39c8505a08876eb338f3a9db035ad2d0a6c67b71a8e" title="Topic: partial-differential-equations" href="/topics/partial-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">partial-differential-equations</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;:95821,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dc7c746abe8cc0075635908290abc5ed13816b236711fd2fd5aea6c2e665b248" title="Topic: differential-equations" href="/topics/differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differential-equations</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;:118713,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="222185fbffeb2a72eb7a9bacb4e7d0ca71130b8498f81bf3c42453da5e3c987b" title="Topic: ordinary-differential-equations" href="/topics/ordinary-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ordinary-differential-equations</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;:154297,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f6ae0419be42f28f478a4f3daa14668254c4aa1ee014b9940889ce118db64d5" title="Topic: differentialequations" href="/topics/differentialequations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differentialequations</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:154304,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ea09b2abccc4554ef488556e91a1f022fc4b118157417b8441fab1760c3c1c4e" title="Topic: pde" href="/topics/pde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pde</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;:154306,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20e0bb212b6b99520e24fc9a7b5d0e3a047a51a8f431b55432dd57467d16ed86" title="Topic: dae" href="/topics/dae" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dae</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;:173372,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="87730bad2f8efba298a2c453f089aacc442f04d9baaf0e2f36de9862d7df236e" title="Topic: stochastic-differential-equations" href="/topics/stochastic-differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stochastic-differential-equations</a> <a 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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" >GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem</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;:12743,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="28233660109d430fcd059f452625ea16fb9dd43336da65cd32af8e32acfc493c" title="Topic: gpu" href="/topics/gpu" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpu</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</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;:73012,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b31107fbc6ef59606cb9dc24c9781ed80aaa7d522d24fa9393dea0f46f35fd0a" title="Topic: dde" href="/topics/dde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dde</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;:95821,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dc7c746abe8cc0075635908290abc5ed13816b236711fd2fd5aea6c2e665b248" title="Topic: differential-equations" href="/topics/differential-equations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differential-equations</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;:154297,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f6ae0419be42f28f478a4f3daa14668254c4aa1ee014b9940889ce118db64d5" title="Topic: differentialequations" href="/topics/differentialequations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differentialequations</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;:27932,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="085a45a566cdeadd10dff693465a680f2538207f35f4aaf94455016097ded621" title="Topic: ode" href="/topics/ode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ode</a> <a 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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" >Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem</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;:13521,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fe5a8b19646d94b542d283863d221ef7c98708a8d87d5cb71973b1d793e05e65" title="Topic: random" href="/topics/random" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">random</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;:45131,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a1d61187add867c694b97026099d04c2e4ca3b976d71bc5502fadd39769719c3" title="Topic: stochastic" href="/topics/stochastic" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">stochastic</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;:60966,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fdc40389c420110961708ba96ca7ef5401b1e29aee9ee780a344ce0de3382bc1" title="Topic: noise" href="/topics/noise" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">noise</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;:119111,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="06a39da2dcf9ce47376825abd64e0a9c423745d2cddeeb69fb656a314e52bdcb" title="Topic: adaptive" href="/topics/adaptive" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adaptive</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;:154297,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f6ae0419be42f28f478a4f3daa14668254c4aa1ee014b9940889ce118db64d5" title="Topic: differentialequations" href="/topics/differentialequations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differentialequations</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;:154297,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0f6ae0419be42f28f478a4f3daa14668254c4aa1ee014b9940889ce118db64d5" title="Topic: differentialequations" href="/topics/differentialequations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">differentialequations</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;:154301,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b04fb965b99510cc904e351a683a8246b542ca159fbc8ff0cb4ec8f879f0385" title="Topic: sde" href="/topics/sde" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sde</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;:154306,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="20e0bb212b6b99520e24fc9a7b5d0e3a047a51a8f431b55432dd57467d16ed86" title="Topic: dae" href="/topics/dae" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dae</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;:1006397,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4d8821e28bf8a5d92a6fc5c8a392219d8820050705c3d07b740b090e926ddc72" title="Topic: scientific-machine-learning" href="/topics/scientific-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scientific-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;:1149586,&quot;originating_url&quot;:&quot;https://github.com/topics/sde&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4bf91efc60942635c87450df8c2bc162ef546a36ac948f736e2c60c96fdbcd11" title="Topic: sciml" href="/topics/sciml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sciml</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="2025-04-01T18:41:35Z" 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: #a270ba"></span> <span itemprop="programmingLanguage">Julia</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/sde" 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">sde</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-sde" 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">sde</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 0-1.06Z"></path> </svg> </a> </p> </div> </div> </div> </div> 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