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js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Product <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block 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0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"security","context":"product","tag":"link","label":"security_link_product_navbar"}" href="https://github.com/features/security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"actions","context":"product","tag":"link","label":"actions_link_product_navbar"}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"codespaces","context":"product","tag":"link","label":"codespaces_link_product_navbar"}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle mr-3"> <path d="M3.5 3.75C3.5 2.784 4.284 2 5.25 2h13.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 18.75 13H5.25a1.75 1.75 0 0 1-1.75-1.75Zm-2 12c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"issues","context":"product","tag":"link","label":"issues_link_product_navbar"}" href="https://github.com/features/issues"> <svg aria-hidden="true" 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6.74a.75.75 0 0 1-.04 1.06l-2.908 2.7 2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M1.5 4.25c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v12.5a1.75 1.75 0 0 1-1.75 1.75h-9.69l-3.573 3.573A1.458 1.458 0 0 1 5 21.043V18.5H3.25a1.75 1.75 0 0 1-1.75-1.75ZM3.25 4a.25.25 0 0 0-.25.25v12.5c0 .138.112.25.25.25h2.5a.75.75 0 0 1 .75.75v3.19l3.72-3.72a.749.749 0 0 1 .53-.22h10a.25.25 0 0 0 .25-.25V4.25a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Review</div> Manage code changes </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" 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2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div class="color-fg-default h4">Code Search</div> Find more, search less </div> </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="product-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="product-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"all_features","context":"product","tag":"link","label":"all_features_link_product_navbar"}" href="https://github.com/features"> All features </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative 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js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"enterprises","context":"solutions","tag":"link","label":"enterprises_link_solutions_navbar"}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_use_cases","context":"solutions","tag":"link","label":"view_all_use_cases_link_solutions_navbar"}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"healthcare","context":"solutions","tag":"link","label":"healthcare_link_solutions_navbar"}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"financial_services","context":"solutions","tag":"link","label":"financial_services_link_solutions_navbar"}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"manufacturing","context":"solutions","tag":"link","label":"manufacturing_link_solutions_navbar"}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"government","context":"solutions","tag":"link","label":"government_link_solutions_navbar"}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all_industries","context":"solutions","tag":"link","label":"view_all_industries_link_solutions_navbar"}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ai","context":"resources","tag":"link","label":"ai_link_resources_navbar"}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"resources","tag":"link","label":"devops_link_resources_navbar"}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"security","context":"resources","tag":"link","label":"security_link_resources_navbar"}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"copilot_for_business","context":"enterprise","tag":"link","label":"copilot_for_business_link_enterprise_navbar"}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg></button> </div> </div> </div> <scrollable-region data-labelled-by="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="4nMgclb48IuZoeqP/RFGkUPOXMPOd8t3s5K8vLnA233kxhka4cKyAVv3Txhe2Fpy8krRWnxIBVNs+3jwEkFVsw==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" id="custom_scope_id" name="custom_scope_id" data-target="custom-scopes.customScopesIdField"> <div class="form-group"> <label for="custom_scope_name">Name</label> <auto-check src="/search/custom_scopes/check_name" required only-validate-on-blur="false"> <input type="text" name="custom_scope_name" id="custom_scope_name" data-target="custom-scopes.customScopesNameField" class="form-control" autocomplete="off" placeholder="github-ruby" required maxlength="50"> <input type="hidden" data-csrf="true" value="N0HEJRda1zm6GyzvyWJX2otBx9ZnY50OoYDgaj2M6wHLyyKfeyzDMLoNAZK9M/IVwe+M27xmWC3FL495ryX5Lw==" /> </auto-check> </div> <div class="form-group"> <label for="custom_scope_query">Query</label> <input type="text" name="custom_scope_query" id="custom_scope_query" data-target="custom-scopes.customScopesQueryField" class="form-control" autocomplete="off" placeholder="(repo:mona/a OR repo:mona/b) AND lang:python" required maxlength="500"> </div> <p class="text-small color-fg-muted"> To see all available qualifiers, see our <a class="Link--inTextBlock" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax">documentation</a>. </p> </form> </div> <div data-target="custom-scopes.manageCustomScopesForm"> <div data-target="custom-scopes.list"></div> </div> </div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd Overlay-footer--divided"> <button data-action="click:custom-scopes#customScopesCancel" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="custom-scopes-dialog-form" data-action="click:custom-scopes#customScopesSubmit" data-target="custom-scopes.customScopesSubmitButton" type="submit" data-view-component="true" class="btn-primary btn"> Create saved search </button> </div> </dialog></dialog-helper> </custom-scopes> </div> </qbsearch-input> <div class="position-relative HeaderMenu-link-wrap d-lg-inline-block"> <a 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px-2 py-1" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0aca76510705a1c01f89f48e1a692c7631a3bbcf0a6781e1475536e600110203" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/sampling;ref_cta:Sign up;ref_loc:header logged out"}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 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navigation"> <div class="d-flex flex-wrap flex-items-center flex-justify-center flex-md-justify-start text-center text-md-left"> <a class="js-selected-navigation-item d-inline-block subnav-primary f5 py-0 py-md-3 mt-2 mt-md-0 mr-0 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EXPLORE","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="efcb68627def40568aced567ef7218fab64c9dcbb6c392e42ce6aa9fc97e0fd4" data-selected-links="/explore /explore/email /explore" href="/explore">Explore</a> <a class="js-selected-navigation-item selected d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TOPICS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0a4cbd8a1a8bc857b6b065944d241f743369fe078679e608c6f6aad920084e26" aria-current="page" data-selected-links="topics_path /topics/sampling /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TRENDING","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4d135fc620659eb197386e36829686d483976f27e4fe291efd46aa823056c420" data-selected-links="/trending 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EVENTS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="859cbe7f61a529c2e1b5ee2599839c7bda0f7016b84e158982cec82adcade9bc" 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="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"GITHUB_SPONSORS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d5ef9c7810a9e5d9e673f82987ce5457884068dd4cc6f9a74f75980f09d3d3af" data-selected-links="sponsors_explore_index_path 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</div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 613 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Language:</i> <span data-menu-button>All</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Filter by language</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling" 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>613</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?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>164</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=jupyter+notebook" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>123</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=c%2B%2B" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C++ <span>54</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=r" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> R <span>45</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?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>26</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?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>23</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=html" 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> HTML <span>18</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?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>18</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=rust" 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> Rust <span>13</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/sampling?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>12</span> </span> </a> </div> </details-menu> </details> <details class="details-reset details-overlay select-menu mt-2"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Sort:</i> <span data-menu-button >Most stars</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Sort options</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" aria-checked="true" href="/topics/sampling?o=desc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/sampling?o=asc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/sampling?o=desc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/sampling?o=asc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/sampling?o=desc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Recently updated </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/sampling?o=asc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Least recently updated </span> </a> </div> </details-menu> </details> </div> <article 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":1342004,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="34dfe25c9c6cccf2c6216eaa7e5f7a20c428bcf31aebe36daa3da38be514af6d" data-turbo="false" href="/google" data-view-component="true" class="Link">google</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":104358587,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="773edac6cf1e75464af112a19f6fb9ab699f35cce98bd45df0cc6820f93e4b93" data-turbo="false" href="/google/orbit" data-view-component="true" class="Link text-bold wb-break-word">orbit</a> </h3> </div> <div class="d-flex 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.416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="4269 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="4,269" data-view-component="true" class="Counter js-social-count">4.3k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-104358587" aria-current="true" href="/google/orbit" 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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" >C/C++ Performance Profiler</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2483,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="32b97c9bcf1dafe0f77159f70a2241c15264fbec525b4f9130e0e91d4e01e8ce" title="Topic: performance" href="/topics/performance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">performance</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12396,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="41854804346612f7de66cab732a884b1b0a78d12bdea84fe22ccd8095b44f33b" title="Topic: profiler" href="/topics/profiler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">profiler</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24065,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="499b61df82c99befa6254d9ff922645be0d57090725790621bda8c667d4998a8" title="Topic: instrumentation" href="/topics/instrumentation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">instrumentation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":35340,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d93fffe8de91a0d1ac09ce378102870cc67d9aa054537fe3aea158412b9a763b" title="Topic: visualizer" href="/topics/visualizer" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">visualizer</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":83312,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="c91f90756b1f81ccd6db89d4ad623454bd6bec7bac024ef2c7558f32f2422ba2" title="Topic: etw" href="/topics/etw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">etw</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":269620,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="cf022badc906c26bf95eb8499a569074109e8e5096ba870a9beb868d68828524" title="Topic: hooking" href="/topics/hooking" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hooking</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":377745,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="143c26edadef7e01afcaaa365ed344ffb41f6a026ddc28401c81b2fae328b896" title="Topic: dynamic-instrumentation" href="/topics/dynamic-instrumentation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dynamic-instrumentation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":433560,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0070127a23f7291135d8b1ec626334b7fe7301922c3df99c91934e95c4a6ae30" title="Topic: cpu-profiler" href="/topics/cpu-profiler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cpu-profiler</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="2025-01-31T10:36:00Z" class="no-wrap">Jan 31, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":4158466,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2d8855b554a0713947609b28e7064b55952a51f1dee58a3886866440b50ca4ff" data-turbo="false" href="/bytedance" data-view-component="true" class="Link">bytedance</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":226280764,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="10c8b3cb6807693e5aea9ac4524dc18055205e8bc1604d64a1a29de8dbd7ef25" data-turbo="false" href="/bytedance/lightseq" data-view-component="true" class="Link text-bold wb-break-word">lightseq</a> </h3> </div> <div class="d-flex 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href="/bytedance/lightseq/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":226280764,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="81554f0eaa7a2bbd153d7be624c1344e9f84a6d026cf1724d2e4ce568bebe7fb" 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 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":110667,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="a83cdfb85357980716ae735dbfd74f273a8cf34648ea1d8682a686bd666db6f0" title="Topic: gpt" href="/topics/gpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpt</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":243705,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1aa3def1223ce2a2f5d226bf2e5d56c3adae3fc4951a1e7cc4147ebdba3a09db" title="Topic: bert" href="/topics/bert" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bert</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":797924,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="cf613cdbfaa95c22804e559cc53e4b3a57c4ab8cc6a653c2d769048f0281bde2" title="Topic: multilingual-nmt" href="/topics/multilingual-nmt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multilingual-nmt</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1086546,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="c1f7575c0227b919d2fb8eec84a69b34934882f1c6b21d472391f6958377c8f9" title="Topic: diverse-decoding" href="/topics/diverse-decoding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diverse-decoding</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="2023-05-16T10:47:48Z" class="no-wrap">May 16, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle 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</nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Blazing-fast Data-Wrangling toolkit</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":326,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="58a5e0737b0641fff0f3dc3105fe2b34c0e280f77bde44fb714002b76b79891f" title="Topic: cli" href="/topics/cli" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cli</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":403,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f822805f6c0068d23bf00029c32fa8bcff59a4da7f3b45b3fa720ae7b36e3aed" title="Topic: metadata" href="/topics/metadata" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">metadata</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":7531,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1c0df23e30ee0046e250fbd54ef7e9b87739a913df0d54188bcc07c9b4baad0b" title="Topic: statistics" href="/topics/statistics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statistics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8924,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="bb4585223aa4b53bbada10e3eb71827ca9368c9b76ef7f2a40fb818578eddaac" title="Topic: csv" href="/topics/csv" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">csv</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8929,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0f589d84a6346d1d4d53f3df5d5e53a762039a114532f91e8ab9e103496ec6e2" title="Topic: sql" href="/topics/sql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sql</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9289,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="cd2964139dd1220421d7c10de072d889f68655455c5cdeca302f3ce85471a26e" title="Topic: timeseries" href="/topics/timeseries" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">timeseries</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13022,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d1e0e93c73e402f9519581a0ccd6f816f50d08aaee66e855d57fd64d1cebc0bb" title="Topic: sqlite" href="/topics/sqlite" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sqlite</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13269,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6ef613bb5afd7fcf861c40c7f0b83316945ad78705fe6569d20703e56c828b18" title="Topic: excel" href="/topics/excel" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">excel</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":16896,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="eac30b86285b46855b63e1b82e2b9b10d69e5a13a6f7542f0e36e16de4837c04" title="Topic: opendata" href="/topics/opendata" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">opendata</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17184,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4161a19c4b0f6ca72668405b3dd7128276581f7dca7253b50c5020356e0a8764" title="Topic: postgresql" href="/topics/postgresql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">postgresql</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":34677,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="bdca8b51a327dfe05951a7fcd8a00d876c4314ef24097b1e343e76316ef67d23" title="Topic: data-engineering" href="/topics/data-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45679,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="568e544667abfe5b3adf035dd58f0e18ece7a8b56b1b2a99b6328c32868a7bb6" title="Topic: snappy" href="/topics/snappy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">snappy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":74809,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8e9a320f6a088a84940335e975268d348d2adc2e8dda6c0df4a70bfdd3c0415f" title="Topic: parquet" href="/topics/parquet" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">parquet</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84670,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="811a75cba8072cc7f9b692f387d2572617f2cf8e43315bc759bd9c4a5053f30f" title="Topic: ckan" href="/topics/ckan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ckan</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="772aed59dc400c706cfce5151538ead7a405e8e82664fd9cde0d629ff72d571c" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":151100,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7027b52740a74e298773ed41497f83764d5bbead98dab868321d7c19aa59675d" title="Topic: geocode" href="/topics/geocode" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">geocode</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":358353,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6e9f4653c828b25d0482e6a0ab32dac7132abdc5987d9457d7db68b08b94a7a1" title="Topic: dcat" href="/topics/dcat" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dcat</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":385706,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8f021ab03911d5a54cad079ac4fac1b8feaae50e9b8d4d2567a499cae7499261" title="Topic: luau" href="/topics/luau" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">luau</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1619190,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="5d826d91e43644c10ce52200f79e91af164e49657d38c3413424e49640274b3b" title="Topic: polars" href="/topics/polars" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">polars</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="2025-03-18T18:47:23Z" class="no-wrap">Mar 18, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #dea584"></span> <span itemprop="programmingLanguage">Rust</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"CODE_TAB","actor_id":null,"record_id":55643245,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="13e3f25b9344248900a19152b5ab1657f1cae666ecaa132fc34c5cfd768a47c3" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":55643245,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="fa5ad9fd869e22e564fa2de13f5f19979ee113d33a3f6e093616d59293dbe63d" 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-55643245" href="/eBay/tsv-utils/discussions" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_DISCUSSIONS","click_visual_representation":"DISCUSSIONS_TAB","actor_id":null,"record_id":55643245,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f44537b2a308b81732383e178c53979e9aa514eb0e1e16db324327ca66329074" 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" >eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":326,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="58a5e0737b0641fff0f3dc3105fe2b34c0e280f77bde44fb714002b76b79891f" title="Topic: cli" href="/topics/cli" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cli</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":650,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1042cc75a438f8751f997d450c4b2a2addd0a2aa129943913b9f30f6835728a5" title="Topic: tsv" href="/topics/tsv" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tsv</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="79e569695482e5c26566314c49afaa8ebf07f16ce1f53459abe7c76caa55335e" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2289,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="3f5fe4e5638d427f4a5a9fc82848efcc8394546e49dcf4c08f8ce8b64b8a07e2" title="Topic: data-mining" href="/topics/data-mining" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-mining</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":7531,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1c0df23e30ee0046e250fbd54ef7e9b87739a913df0d54188bcc07c9b4baad0b" title="Topic: statistics" href="/topics/statistics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statistics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8924,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="bb4585223aa4b53bbada10e3eb71827ca9368c9b76ef7f2a40fb818578eddaac" title="Topic: csv" href="/topics/csv" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">csv</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9824,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="395980e6095ff917fafcc5e352ca243809f72ae39dd1304c4a1eec54abbc52d5" title="Topic: command-line" href="/topics/command-line" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">command-line</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17761,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f297bb8f56a207fd64381aee4770535c8e41eb017f1cfd142dbf8d11e700ee6f" title="Topic: d" href="/topics/d" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">d</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17819,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="ad4fe9b74c7d439b7bc38f1ee19236b3c4fd50fefa565005a4b43a335d4cd7f4" title="Topic: tabular-data" href="/topics/tabular-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tabular-data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":20662,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d09a5fab206695936424391425fe6526050d49c59ba5b9e6eb2e4b33206c843c" title="Topic: delimited-files" href="/topics/delimited-files" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">delimited-files</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":20697,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="ea885e023c26504449c681dedc784993bb27f4813d98452c0b632bd6fe341b8c" title="Topic: dlang" href="/topics/dlang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dlang</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":114191,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1334d4709fba150d4f58b7d2a5309db270ae78f1c6d1e3a2df8f0d555b679d19" title="Topic: shuffle" href="/topics/shuffle" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">shuffle</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":117649,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2f56f81baa23fa0a9828d9340c44b14073287f1405644e10a0f5e0eda2b9a4ac" title="Topic: uniq" href="/topics/uniq" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">uniq</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":127972,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="dc3e95de42967b303016280f9b5ad325d306bd55caf3ab0c42ec0380d677c7ea" title="Topic: reservoir-sampling" href="/topics/reservoir-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reservoir-sampling</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="2022-09-14T17:43:16Z" class="no-wrap">Sep 14, 2022</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #ba595e"></span> <span itemprop="programmingLanguage">D</span> </span> </li> </ul> </div> </div> </article> 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":1343232,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d0bf91fadbf3cb1e190d5e1823da22e4089d5fda79fdb0747c2dccd695b74119" data-turbo="false" href="/fwilliams" data-view-component="true" class="Link">fwilliams</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":151787657,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d1e92f89991a9e2e023d13364c2e5fa16d33ad6b03866bb2fdadae613e6a081a" data-turbo="false" href="/fwilliams/point-cloud-utils" data-view-component="true" class="Link text-bold wb-break-word">point-cloud-utils</a> </h3> </div> 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6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="1402 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="1,402" data-view-component="true" class="Counter js-social-count">1.4k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-151787657" aria-current="true" href="/fwilliams/point-cloud-utils" 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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" >An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8bede2175527214dcdd3650c9f9037610df6aa2f471d1fceb77d442433fed30a" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":980796,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="755e41c18c4b3bb678f160efb0995313e9cca63b604ded2c02d8cec65d48f176" title="Topic: sinkhorn-distance" href="/topics/sinkhorn-distance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sinkhorn-distance</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":981330,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4b2fa7338c7e5888ee58cb48b8f1ec89d0afbedb6cf38e8ab5879bb5749eba64" title="Topic: chamfer-distance" href="/topics/chamfer-distance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chamfer-distance</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="2025-02-12T14:19:24Z" class="no-wrap">Feb 12, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6d4602f76931e8a1cfe3b6ef0386e9e7796d2da68b8d223fc140d9bb9bf24286" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9833,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="397cc56266d7cf78d9b82ba610fa3f1704d2484d85f86927b0672c9f5c67eac0" title="Topic: graph" href="/topics/graph" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9846,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8fa1790f563a588c0e40f391e7fc42b3345d6f2210fd32c04b705cf898715669" title="Topic: graph-algorithms" href="/topics/graph-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-algorithms</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21329,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="aed731398ec640d2cddec56f2317574374790cc44509d5d258e078cd000967a4" title="Topic: network-science" href="/topics/network-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":35117,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="21629b992bda00dd9d6ff1ee52f4fe6832ff5e6e01e66bb185fcfa7814f769ba" title="Topic: networkx" href="/topics/networkx" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">networkx</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":238339,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="43b29ffdee1119ac5ac68326d16ce99e8fc68756ad52c53fbe1fa2a051958e1f" title="Topic: network-embedding" href="/topics/network-embedding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-embedding</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":313873,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1ecc6c13485d1f35ebba2077acacaf051393ff0b011c4691a1cb404baaddc1d5" title="Topic: random-walk" href="/topics/random-walk" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">random-walk</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":401734,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="b7423715725ffae3fe6147988ac366015426e7bfd8228ec2032889e989e42a6d" title="Topic: metropolis-hastings" href="/topics/metropolis-hastings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">metropolis-hastings</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":455568,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="34baa8377b951683a43a8d7765eddd2882522331b32258c3516a5bf33157c771" title="Topic: minimum-spanning-tree" href="/topics/minimum-spanning-tree" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">minimum-spanning-tree</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":504491,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2e87602a20a7b99283d8ff5cdf1fba454d65f2ccda8fa4b19db907b120217f6e" title="Topic: graph-embedding" href="/topics/graph-embedding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-embedding</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":536131,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4a74079189e1b956aab0af344f1078f7e79e0c43c0ebebe8068060de9975bb4c" title="Topic: forest-fire" href="/topics/forest-fire" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forest-fire</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":555860,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f3ca2787fd21e613a835d5cc5e0019eb357d75343b3269b668acfe9821702357" title="Topic: graph-sampling" href="/topics/graph-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":676006,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="aa9331414d7be7aeb868deca32c1c79562c320d4a6b20bd32235f5d56a8336d3" title="Topic: network-analytics" href="/topics/network-analytics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-analytics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":816000,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="fa1cee3d4d1a82e33a714111c169e356b4e0bb296258bd89433861d8782077eb" title="Topic: node-embedding" href="/topics/node-embedding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">node-embedding</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":855539,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7f22d0c8fddcb5af01f15e0bcdf4fc62f41297bd80357c4479795131bc58d177" title="Topic: graph-sparsification" href="/topics/graph-sparsification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-sparsification</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1115093,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="919415726ccbe661f7f9d10463eeb24e295c8abe901a9e8fa6ff430f9489faaa" title="Topic: community-structure" href="/topics/community-structure" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">community-structure</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1254864,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d60c8dee197caa0f7930d392bd8fb4e90fad0e406bb6bff9bcedda13c2a324d2" title="Topic: network-sampling" href="/topics/network-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-sampling</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="2024-02-06T11:22:39Z" class="no-wrap">Feb 6, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":939901,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="570ee5ef6a9e77f11741b53dd13014e4f50af862e3cd04030a2361c1f37d4246" data-turbo="false" href="/huwb" data-view-component="true" class="Link">huwb</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":40683632,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0515d9501cd4b151356a7c7b9d83dcfad61776e75df2652d25e8d3abb7ba3e38" data-turbo="false" href="/huwb/volsample" data-view-component="true" class="Link text-bold wb-break-word">volsample</a> </h3> </div> <div class="d-flex 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"CODE_TAB","actor_id":null,"record_id":40683632,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="c363482940ef2bc308623eb2d8d8de79bf0300c57dc7f2e85d6eabb7d4437d77" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-40683632" href="/huwb/volsample/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":40683632,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="79fb3e573f08d8a1856042901d98e89755ac8fe7b89bdd8b3aff3388d6688526" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-40683632" href="/huwb/volsample/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":40683632,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="539dfb91e67ad3354e8e40822164a050c109cdb9321e9ebcf0baefee15eacdf7" 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" >Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":11962,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="d4b999fe51b98262858a9bb203deed0f9fbc873cae70d08e3e453a0dab3381de" title="Topic: unity" href="/topics/unity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unity</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":95717,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4d4d3bf63fd8068def7fe8a13d1202fc6119c20863abd13ff7a3f4d7e654c238" title="Topic: volume" href="/topics/volume" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">volume</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":109568,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f9d5cc2d03c06905c293bf1b038f6e90a8c3cd5db1dfa1ade67003948aa84189" title="Topic: volume-rendering" href="/topics/volume-rendering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">volume-rendering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":437948,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="e870cc1d0335f63603517b560681d502445419fbd887b1d8af6e414bb0ad66ab" title="Topic: sampling-methods" href="/topics/sampling-methods" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling-methods</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":553978,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="dc7802efe87b166a55f4116fbbd5e23bc41a830f2ecffaa7a4d66d4cebee0acf" title="Topic: dodecahedron" href="/topics/dodecahedron" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dodecahedron</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="2021-03-20T11:15:48Z" class="no-wrap">Mar 20, 2021</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #178600"></span> <span itemprop="programmingLanguage">C#</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6d4602f76931e8a1cfe3b6ef0386e9e7796d2da68b8d223fc140d9bb9bf24286" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9627,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="66176895c19b8f43cf11132133fb1637f3caa45c50905b4b216afd08594bf05b" title="Topic: neural-network" href="/topics/neural-network" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-network</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22091,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="66213fdde851a68bf9e9ba637784637e049e34e330d98bdd8f5a4cbffbde9f2c" title="Topic: point-cloud" href="/topics/point-cloud" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">point-cloud</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23301,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2de90add8f859bdd2b8f7d95f2e574146e0a4a0ab536e4bd0b8d6460f4839687" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119355,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6fb2caef1f2a7c89a503aa16a2307e1dc7e9354974b0a88201402687cf1986e4" title="Topic: geometry-processing" href="/topics/geometry-processing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">geometry-processing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":546573,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="383babfbfe63799544fc42f08527035ac562a32cad384b61fc23ab6a66f444b7" title="Topic: tensorlow" href="/topics/tensorlow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensorlow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1186781,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="ca173c8bddfd568a0f7970c1773fe3f2407d406f3140eba83dc2eb5ff04c05e0" title="Topic: cvpr2020" href="/topics/cvpr2020" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cvpr2020</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="2023-06-25T06:04:11Z" class="no-wrap">Jun 25, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":1652668,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="b7042217618cba809d3441ced021fe4b0a6e485d988b1c78991578c22ade2cd9" data-turbo="false" href="/jasonlaska" data-view-component="true" class="Link">jasonlaska</a> / <a 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13856,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="a11004a624651530969c654fa7107a243beb77b77728435e4b829443b4556128" title="Topic: scikit-learn" href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119573,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="893972ac1e0cb87b5f5b63e73851730fd6887fdfc4de7298ae093b5a5aca9a88" title="Topic: k-means" href="/topics/k-means" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k-means</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":181109,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7bc0ba30c9f0df5b9c14ba0bdbea40c0ae83aa12ab5d970a2883bbda67bcc59b" title="Topic: circular-statistics" href="/topics/circular-statistics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">circular-statistics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":226077,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="e3f9a37782edb7c365e7cd1dc683ea34759a0b46715efe6d124a7ef13895a931" title="Topic: clustering-algorithm" href="/topics/clustering-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clustering-algorithm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":462343,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="67b51854e89e456cbeff1967bbfa131ceac0b274046526050bc0a7db2f5db268" title="Topic: sphericalclustering" href="/topics/sphericalclustering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sphericalclustering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":553363,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="220c61fa39c67eb8d4c63f2620c1161907755bf197e0a4340ae4bb30892cdb65" title="Topic: von-mises-fisher" href="/topics/von-mises-fisher" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">von-mises-fisher</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":553364,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4b72371fc4f88729b383256f4703d40069c37ed81f4b9ffbfecb9ef895295328" title="Topic: spherical-k-means" href="/topics/spherical-k-means" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">spherical-k-means</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":553366,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="986ba5ce6e0ae4c2002251b02e6d9eca5a0797bcbc3f79042b2a25feb334d580" title="Topic: directional-statistics" href="/topics/directional-statistics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">directional-statistics</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-03-20T15:29:39Z" class="no-wrap">Mar 20, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":6456658,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="ed21041bf3882bd024f95784b0238fe10948fc62589eddd64fafffd400e54973" data-turbo="false" href="/HdrHistogram" data-view-component="true" class="Link">HdrHistogram</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":62972117,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7505968e4e4e285470ff7521a8384efd99590cc402f6efb8438da176b101f407" data-turbo="false" href="/HdrHistogram/HdrHistogram_rust" data-view-component="true" class="Link text-bold wb-break-word">HdrHistogram_rust</a> </h3> 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</nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Qbeast-spark: DataSource enabling multi-dimensional indexing and efficient data sampling. Big Data, free from the unnecessary!</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":7621,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7e2351190ccb3bce3c93e6fb287c1b920950f0ff9b66317c23d2554f063910ee" title="Topic: scala" href="/topics/scala" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scala</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9009,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4f8ad880b8f3e47a13544b3edf3525301208bacf961207665a2f6d99e02af50a" title="Topic: big-data" 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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" >Poisson disk sampling in arbitrary dimensions</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":40,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="c022a34035b0f868ea0029c79a724b92d72acec7ae4b49ce48a2275f879b37ee" title="Topic: javascript" href="/topics/javascript" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">javascript</a> <a 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Link f6 mb-2">arbitrary-dimensions</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="2022-10-10T19:39:25Z" class="no-wrap">Oct 10, 2022</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f1e05a"></span> <span itemprop="programmingLanguage">JavaScript</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 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f6 mb-2">survey-analysis</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="2020-03-26T16:09:34Z" class="no-wrap">Mar 26, 2020</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #198CE7"></span> <span itemprop="programmingLanguage">R</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 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data-hydro-click-hmac="21af821e7509aadf9eac4b14b111a333ff983c305da6d237dce2ed9ed3708ee7" 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 learned sampling approach for point clouds (CVPR 2019)</p> </div> <div class="d-flex 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1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="161 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="161" data-view-component="true" class="Counter js-social-count">161</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-142921431" aria-current="true" href="/Ashish7129/Graph_Sampling" 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class="d-inline-flex"> <a id="issues-tab-142921431" href="/Ashish7129/Graph_Sampling/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":142921431,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="6cb4470a5a248f457feddc518c9ffa2b6593bfa00714b97e7616219e8f2fad44" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-142921431" href="/Ashish7129/Graph_Sampling/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":142921431,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="32c86b1da3cde9b44c0972178b0d2fe5f5dbfc49d3034bf01ada6cc2fb70d580" 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" >Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8bede2175527214dcdd3650c9f9037610df6aa2f471d1fceb77d442433fed30a" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":354,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8c4c63b748f937d658ab425350a626d9c5dd0ef3e79f17589c6cdd8c2e37c058" title="Topic: sample" href="/topics/sample" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sample</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2289,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="3f5fe4e5638d427f4a5a9fc82848efcc8394546e49dcf4c08f8ce8b64b8a07e2" title="Topic: data-mining" href="/topics/data-mining" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-mining</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9009,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="4f8ad880b8f3e47a13544b3edf3525301208bacf961207665a2f6d99e02af50a" title="Topic: big-data" href="/topics/big-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">big-data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12924,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="80e22f183bcbb5676afb5132905f92d44e5ac4c42c3a96d08287119d7a984c62" title="Topic: network" href="/topics/network" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13048,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2a98e19cbcc36b7d33934e9924c106321648c318db799a67830723146d48e961" title="Topic: graphs" href="/topics/graphs" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graphs</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21329,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="aed731398ec640d2cddec56f2317574374790cc44509d5d258e078cd000967a4" title="Topic: network-science" href="/topics/network-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":35117,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="21629b992bda00dd9d6ff1ee52f4fe6832ff5e6e01e66bb185fcfa7814f769ba" title="Topic: networkx" href="/topics/networkx" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">networkx</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":135683,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="8c4457bfddfe0879dad179edd662d293e8f8312e198a4befe7267fdd8426a656" title="Topic: network-analysis" href="/topics/network-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">network-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":135730,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="e9ac39b528be6a052a398c097ee974cc064336fe495fb26c141fa4beacdfca86" title="Topic: social-network-analysis" href="/topics/social-network-analysis" data-view-component="true" class="topic-tag 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">induction</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":313873,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="1ecc6c13485d1f35ebba2077acacaf051393ff0b011c4691a1cb404baaddc1d5" title="Topic: random-walk" href="/topics/random-walk" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">random-walk</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":324900,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="f47c16ca3c22a1fa2b03c31ae20ab41bae5b9b8cb437a65432da950fb8d9cd08" title="Topic: subgraph" href="/topics/subgraph" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">subgraph</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":454363,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="961c8fd72cf679acb6cd859d1ef1a392c8daa7dabd808e52dccc1e8395a36cec" title="Topic: big-data-analytics" href="/topics/big-data-analytics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">big-data-analytics</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="2020-12-04T07:37:52Z" class="no-wrap">Dec 4, 2020</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> 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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" >Samplin' Safari is a research tool to visualize and interactively inspect high-dimensional (quasi) Monte Carlo samplers.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9488,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="7fc232feab2bf5c138bb1e5078b52d8f1b45c3e9e72aef8a434ebacc5b336e9e" title="Topic: integration" href="/topics/integration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">integration</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13319,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="dcdccd93e67d202d3df4a5a364484a24027e3ac4d54f1cf1c5fd2d9010274f61" title="Topic: monte-carlo" href="/topics/monte-carlo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">monte-carlo</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13442,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="2e1a6ead3aa54d70b19122bd7d1b12f356ff3d1e37fc6aba8009b991bbac4214" title="Topic: computer-graphics" href="/topics/computer-graphics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-graphics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":74680,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="27a542da809b3a7a9b03f692051d6b6ce0432ea1a1161daca4d2936d1282fbfc" title="Topic: mc" href="/topics/mc" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mc</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="0ff4258b74357c2f090a53dd767725b23e7681a4ea74097a708051194f892bbf" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":211361,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="68cf300e4f33ef6b4765195276bdbe915560017533e61d8d0d03470bcc8952aa" title="Topic: numerical-integration" href="/topics/numerical-integration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">numerical-integration</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":260652,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="86c92ef927715c769075bd2af8cbbc8a1f6f5a24bdcdc50143fc962e52834fd7" title="Topic: graphics-rendering" href="/topics/graphics-rendering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graphics-rendering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":344430,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="533e80cd43c42c4cb20142982715bf459ba8fcf18fa5cf6e2ff05ed1472d44c9" title="Topic: monte-carlo-ray-tracing" href="/topics/monte-carlo-ray-tracing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">monte-carlo-ray-tracing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":411188,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="230f99cb0bfda2f225b8830df84b41b8cb203a1d221de895a09253257a10a624" title="Topic: monte-carlo-sampling" href="/topics/monte-carlo-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">monte-carlo-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":416510,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="5a134ea276ac69e5a4ff5660c143191f74b6a738911faf0aa9c9e83e70b7a728" title="Topic: qmc" href="/topics/qmc" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">qmc</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":644919,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="a7ebb4edb3cde8696237708a62fb5a9ab035ff2c1a8be6545606f3cf30b164ee" title="Topic: orthogonal-arrays" href="/topics/orthogonal-arrays" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">orthogonal-arrays</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":898988,"originating_url":"https://github.com/topics/sampling","user_id":null}}" data-hydro-click-hmac="53bc59227249e567b847809178da4c199dd4e4efba76bcb1256fcce25ad6ae22" title="Topic: quasi-monte-carlo" href="/topics/quasi-monte-carlo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">quasi-monte-carlo</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="2024-01-04T02:59:09Z" class="no-wrap">Jan 4, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f34b7d"></span> <span itemprop="programmingLanguage">C++</span> </span> </li> </ul> </div> </div> </article> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/sampling" 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… </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">sampling</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-sampling" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" 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1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>