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recommendation-system · GitHub Topics · GitHub
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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 no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"github_copilot","context":"product","tag":"link","label":"github_copilot_link_product_navbar"}" href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 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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" data-analytics-event="{"location":"navbar","action":"discussions","context":"product","tag":"link","label":"discussions_link_product_navbar"}" href="https://github.com/features/discussions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-comment-discussion color-fg-subtle mr-3"> <path d="M1.75 1h12.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 14.25 14H8.061l-2.574 2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 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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":"white_papers_ebooks_webinars","context":"resources","tag":"link","label":"white_papers_ebooks_webinars_link_resources_navbar"}" href="https://resources.github.com"> White papers, Ebooks, Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <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 flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"advanced_security","context":"enterprise","tag":"link","label":"advanced_security_link_enterprise_navbar"}" href="https://github.com/enterprise/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon 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d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>1,378</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/recommendation-system?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>798</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/recommendation-system?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 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href="https://github.com/topics/recommendation-system?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>89</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/recommendation-system?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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> TypeScript <span>45</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/recommendation-system?l=css" 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> CSS <span>32</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/recommendation-system?l=r" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" 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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/recommendation-system?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/recommendation-system?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 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":142452264,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="477c75916424782b751aa49471f2825ecebff46bafeb9fcfbe4c58793e8d1db6" data-turbo="false" href="/recommenders-team" data-view-component="true" class="Link">recommenders-team</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":149430917,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="65ba26543178b1f91ed499956b25449923401b0fb6811eb6b1fd50c1261e1739" data-turbo="false" href="/recommenders-team/recommenders" data-view-component="true" class="Link text-bold wb-break-word">recommenders</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Frecommenders-team%2Frecommenders" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":149430917,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" 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id="repo-stars-counter-star" aria-label="19775 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="19,775" data-view-component="true" class="Counter js-social-count">19.8k</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-149430917" aria-current="true" href="/recommenders-team/recommenders" 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":149430917,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="9ecc3697202dc9299cd4e5a6992ca478c078e5d97f5030843eb567f0bc1933f4" data-turbo="false" 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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" >Best Practices on Recommendation Systems</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/recommendation-system","user_id":null}}" data-hydro-click-hmac="f58725fbd2deafbeeeaa3e764360f61e97137c4b90cadde9b09947ae6efbc45c" 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":290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="e7085d6af5263ce97eb295dde6c9994a6bcd5babb47bf177be411a2c0d93ced7" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</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/recommendation-system","user_id":null}}" data-hydro-click-hmac="637d734dc06f8df7d78bccda75cf595352e02c03680a0b7bf4ced56e9bca5857" 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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":7510,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="66d55472591cfaf4179acaa9a3516e42054bc4c7c186e5ca9f47a76744428e85" title="Topic: tutorial" href="/topics/tutorial" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tutorial</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":9116,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="69d4e24943be80df4afa0129efd5ddf6a2243291ba731e90471623ece8455a2c" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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":12875,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="1aceee1470d3ca0ac9f79e7f27f8fd48ab2cd2642f661d82ededa7737048b29c" title="Topic: rating" href="/topics/rating" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rating</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":17794,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="7a7b8d003495855a5b5e93b1005cc7b06e3bbe1417fda329835a09f5f3b90b1d" title="Topic: jupyter-notebook" href="/topics/jupyter-notebook" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyter-notebook</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":24132,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="442567515d900d2fff5891b00e35a63ebe4d265cd96bcd543f105326d63caf15" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":43953,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b09363c496b3648f0bea4cc31b90349c2eff9d436e829b44f9ba3be6dbd3c60b" title="Topic: ranking" href="/topics/ranking" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ranking</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":50460,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="391e20b1227dcd6baca8ea566a9e0b9e834e12b237405fc95dab010db7c28e2d" title="Topic: recommender" href="/topics/recommender" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":74281,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8d9868fd07e62fe472cd078e417977a754db00705916867eccba6e52e4c1431f" title="Topic: recommendation-engine" href="/topics/recommendation-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-engine</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":95846,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a98a8e34ff961db381fcfc218e061466c6a65bf59d51d615f416990badbad23e" title="Topic: recommendation" href="/topics/recommendation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation</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":443939,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="251e587df6007e7864cca4393dbb271268e85ee0331cff6739d8f3f381b6f1a5" title="Topic: recommendation-algorithm" href="/topics/recommendation-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-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":952143,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b526bcfc2f2e688cad5bb6edf1941ac02e0b3da2eaec139621a47c741d955e6e" title="Topic: operationalization" href="/topics/operationalization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">operationalization</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="2025-02-12T19:06:16Z" 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: #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 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id="repo-stars-counter-star" aria-label="7901 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="7,901" data-view-component="true" class="Counter js-social-count">7.9k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-193527925" aria-current="true" href="/amusi/Deep-Learning-Interview-Book" 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":193527925,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8bd80e5291ce83c845787f33db54d62b5cf2e0f13a562df5951cf9340d4756b8" data-turbo="false" 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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" >深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）</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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2170,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="eed5d8f3602b1111873821afcbc1870d216cdd0e219838967d32c7c75770e895" title="Topic: natural-language-processing" href="/topics/natural-language-processing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">natural-language-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":9187,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="84a2a41fc4563cfa7bc6c9fcb7dd836ebf73eb0f52d8bb7a385796289977282c" title="Topic: computer-vision" href="/topics/computer-vision" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-vision</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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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":22469,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="575236c3e8b358364e511ab398b5e81d4bbf1f96546714fb1e912689ef4cc9ba" title="Topic: interview" href="/topics/interview" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">interview</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":144249,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" 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data-hydro-click-hmac="69d4e24943be80df4afa0129efd5ddf6a2243291ba731e90471623ece8455a2c" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</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":9187,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="84a2a41fc4563cfa7bc6c9fcb7dd836ebf73eb0f52d8bb7a385796289977282c" title="Topic: computer-vision" href="/topics/computer-vision" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-vision</a> <a 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">speech-recognition</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":45538,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b89250b67ad45281a0444abe93100ac6f8d6419926ee739201cf92a53eb714e1" title="Topic: yolo" href="/topics/yolo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">yolo</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":265024,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="c5bc3e4deffacf7876838add007c28901424d8381ce18e805c0de4fa0cd0ee51" title="Topic: performance-boost" href="/topics/performance-boost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">performance-boost</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":623013,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" 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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":1014503,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="af0d49e08c4a047733b691471f3bebe858c250d4b6a6b7cec0bc4d87eed9f004" title="Topic: diffusion-models" href="/topics/diffusion-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diffusion-models</a> <a 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":1776314,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="210e07bbab576bda1174fb254c0febacb710f420c8458ce4c83137ba7cd5aeb5" title="Topic: stable-diffusion" href="/topics/stable-diffusion" data-view-component="true" 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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/recommendation-system","user_id":null}}" data-hydro-click-hmac="f58725fbd2deafbeeeaa3e764360f61e97137c4b90cadde9b09947ae6efbc45c" 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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"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/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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/recommendation-system","user_id":null}}" 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<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":13826,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="7fa819185cf9096127a8b1e3587b4579dc21f3a190bd85851907bd4a061417b7" title="Topic: linear-regression" href="/topics/linear-regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">linear-regression</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":21600,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="0097624e13139223d7b75a4d319b418c99f508f5f64f85b6b7bd73b09c213daf" title="Topic: coursera" href="/topics/coursera" data-view-component="true" class="topic-tag 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data-hydro-click-hmac="7266f68dbf3f3b6f78f8c91de342fdedd3e9324f6618dcc7398ead6902c84db5" title="Topic: unsupervised-learning" href="/topics/unsupervised-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unsupervised-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":319711,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="7c0af8940b568eea526a38e64b6456e043f194a1b1b3fc90a794ac6e4f586765" title="Topic: andrew-ng" href="/topics/andrew-ng" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">andrew-ng</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":421406,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a8f50a4bb0d5996273fceaf15056eec704763bc736e6064047aceec63d7ec29d" title="Topic: supervised-machine-learning" href="/topics/supervised-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">supervised-machine-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":421408,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="1cf297c5508caf88b712b98f8cd9c84a2e9786f07f479d6477bdaa74b288978a" title="Topic: unsupervised-machine-learning" href="/topics/unsupervised-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unsupervised-machine-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":429813,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="e73edaddd48de9c48c9917f5cecc0076c7ad9983a563c9449345b37bbaff014e" title="Topic: coursera-assignment" href="/topics/coursera-assignment" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">coursera-assignment</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":573315,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" 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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":251,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="190de9aede63c6a292e013de9125cc658724563f68c1cdec692c850637646e65" title="Topic: recommendations" href="/topics/recommendations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendations</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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" title="Topic: deep-learning" href="/topics/deep-learning" 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">collaborative-filtering</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":35475,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="f1e185d6646c5cbfad89da4bcb6c7632ae6dc1fa4f6ef048d7b4f305bdaf5d46" title="Topic: knowledge-graph" href="/topics/knowledge-graph" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knowledge-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":50460,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="391e20b1227dcd6baca8ea566a9e0b9e834e12b237405fc95dab010db7c28e2d" title="Topic: recommender" href="/topics/recommender" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":151740,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="0e24b3dc7fa2aa0a5b3917f16d8097321116fc6882fda9114b3ee77909ce0964" title="Topic: recommender-systems" href="/topics/recommender-systems" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-systems</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":359653,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="4bdfdb14d4983599ac41e268e388fe696ee00b2e316ba53f4c0b92b7d9651133" title="Topic: ctr-prediction" href="/topics/ctr-prediction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ctr-prediction</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":734870,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ed50b9652372e4189ec68b6fdcb2378497ad55059acadb15d06ea35b02944d8c" title="Topic: graph-neural-networks" href="/topics/graph-neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-neural-networks</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":963870,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="3f46b3221fba8764205c0b01f10e33c4476da3c4a5a29d2f344746a42a94bf25" title="Topic: sequential-recommendation" href="/topics/sequential-recommendation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sequential-recommendation</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="2024-09-05T04:03:54Z" class="no-wrap">Sep 5, 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 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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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":65413,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8671aa44c1e9c662bf8c25b56ed74518a8788f1c3991a476ac52af05be86ef89" title="Topic: sharding" href="/topics/sharding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sharding</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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="2025-02-17T11:34:43Z" class="no-wrap">Feb 17, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a 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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="1976 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="1,976" data-view-component="true" class="Counter js-social-count">2k</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-174549829" aria-current="true" href="/mJackie/RecSys" 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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" >计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估</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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":359653,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="4bdfdb14d4983599ac41e268e388fe696ee00b2e316ba53f4c0b92b7d9651133" title="Topic: ctr-prediction" href="/topics/ctr-prediction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ctr-prediction</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":375809,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="2f664377ed15af1a320bc1fa1254e347f63c3eec6bd69d496333a3eeb5784dd3" title="Topic: ctr" href="/topics/ctr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ctr</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="2019-12-17T10:44:07Z" class="no-wrap">Dec 17, 2019</relative-time> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start 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":4435546,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ecf537bd7253a9cfa987bf3d5fa629d85b9dbbf4f7caaf48e72d29359ab24d99" data-turbo="false" href="/tangxyw" data-view-component="true" class="Link">tangxyw</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":525251235,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" 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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-525251235" aria-current="true" href="/tangxyw/RecSysPapers" 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":525251235,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="16029c6c385d88ed6dd7bd70886e5dcf68d3e891a9640ca33b176ca2b4f92af8" 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 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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-525251235" href="/tangxyw/RecSysPapers/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":525251235,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="187852bda78247046f5e9b35c3262e705cac512925808785bbbae1d2c6e98f7a" 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" >推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.</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":9047,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8e08344f62dadf07d068a40fba640b0db4a5d1c52c6f595cc92a163be23821ef" title="Topic: reinforcement-learning" href="/topics/reinforcement-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13625,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="25a1fbbc8d97650a0638caf8c1d671a685bfa9737a3af1615c49c9adb873fd48" title="Topic: match" href="/topics/match" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">match</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":28296,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="43ff17db09b2247f765526595fa1dc48558b5f107f317d81a0f33845964a293b" title="Topic: rank" href="/topics/rank" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rank</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":35107,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="e3ff29451d30810d10590454391708bf8044896951e1c2c9569c398f0b248252" title="Topic: calibration" href="/topics/calibration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">calibration</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":83786,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="726c021d227fdb5d6cb8a343fdaddfa1ad552882f78646a6d2ff71374bc19824" title="Topic: cold-start" href="/topics/cold-start" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cold-start</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":114317,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a21883f1342b4c0b34bb69e61327f9d9869c37d5caa55b8b5ab81001d1ae8f7f" title="Topic: papers" href="/topics/papers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">papers</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":177485,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="1a3dae37669761b2c328bffeff3d008e0b74135f103b3f1210683a10dc1afd32" title="Topic: multi-modal" href="/topics/multi-modal" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-modal</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":229294,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8fefde333da808b01dbf6d3476e8cba2979b540bd90aa0c185dfcea82463ab48" title="Topic: causal-inference" href="/topics/causal-inference" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">causal-inference</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":237800,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="91d07ab3d7f9e2ff639e3d4d2eb4c28cf5d533a028ebd7fcb24ee6754fb8840b" title="Topic: multi-task" href="/topics/multi-task" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-task</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":314854,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="c913646cb8d49f4114ef8b674c61f8e500482f2182c62981f89a608b4da52e3d" title="Topic: fairness" href="/topics/fairness" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fairness</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":483040,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a6cfbc8e33c41f215e5c2859785e10cd0afa44bc61d6ed46e180513f71980e6f" title="Topic: debias" href="/topics/debias" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">debias</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":543542,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="fabc3869d45754b7dd94a9b5521dbbda618088819a162c07b2da46130fc98c19" title="Topic: multi-scenario" href="/topics/multi-scenario" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-scenario</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":554663,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="18ff1e40e4b4445e4b593b014a32c99734f407390f3fe54167cadcf3ebca64ab" title="Topic: distillation" href="/topics/distillation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distillation</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":599680,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="78308da130120e13e3b0272e0f2e651d3b8f0c3d23e19c54d5ce2c0d9b399c6f" title="Topic: diverse" href="/topics/diverse" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">diverse</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":722203,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="37c9b89ffbef1c4a512d9f58dd8c7e37e4627ce924a4ed8e28e92d7d7fcf3a9f" title="Topic: re-rank" href="/topics/re-rank" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">re-rank</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":1084150,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ff5fb08596b5e3672f3a565aa5d10bd5f6adac38c55981b6d79b47e430e20cbb" title="Topic: look-alike" href="/topics/look-alike" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">look-alike</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":1204736,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="d7dababf1924b14335a63813aaeb6d8b1450bbcd9094a2ec4dc31c5e92ad2245" title="Topic: contrastive-learning" href="/topics/contrastive-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">contrastive-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":1785775,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="540cd9337995b81ad7b1adf53c07592431971d57868efab5735eccefa7ec4e0d" title="Topic: pre-rank" href="/topics/pre-rank" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pre-rank</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":1785776,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ca7e1ede56eb1a71e3cb0bc6e995132a469e84be1af8d18dcfd380b15461c922" title="Topic: feedback-delay" href="/topics/feedback-delay" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feedback-delay</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="2025-02-10T11:30:51Z" class="no-wrap">Feb 10, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted 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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" >A TensorFlow recommendation algorithm and framework in Python.</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/recommendation-system","user_id":null}}" data-hydro-click-hmac="f58725fbd2deafbeeeaa3e764360f61e97137c4b90cadde9b09947ae6efbc45c" 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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":7521,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="4c62d02decff5e959c9535950281b2171d975744b6986e1a471082b18447ee7d" title="Topic: framework" href="/topics/framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">framework</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":12734,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="3d8e84e3f300c6dd14c742128511490ae253d69fffbe9ca487b28ad10f133867" title="Topic: tensorflow" href="/topics/tensorflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensorflow</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":443939,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="251e587df6007e7864cca4393dbb271268e85ee0331cff6739d8f3f381b6f1a5" title="Topic: recommendation-algorithm" href="/topics/recommendation-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-algorithm</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="2023-05-22T21:34:54Z" class="no-wrap">May 22, 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" 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</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/recommendation-system","user_id":null}}" data-hydro-click-hmac="f58725fbd2deafbeeeaa3e764360f61e97137c4b90cadde9b09947ae6efbc45c" 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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" title="Topic: deep-learning" 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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":28073,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="fe390ba5427a69a3707edb88c836fc665ff59d8064edee19c29018cbfd69f70a" title="Topic: matrix-factorization" href="/topics/matrix-factorization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">matrix-factorization</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" 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data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":95846,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a98a8e34ff961db381fcfc218e061466c6a65bf59d51d615f416990badbad23e" title="Topic: recommendation" href="/topics/recommendation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation</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":177708,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="3b01e427fcf3d2220e58fc2368216089e48176df327b14dbef146686bb47c060" title="Topic: recommendation-algorithms" href="/topics/recommendation-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-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":365849,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6c2b5cf2bd62b2f8b3ecf6e505530b2932f4b476089550d071f6a77ef1283720" title="Topic: graph-convolutional-networks" href="/topics/graph-convolutional-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-convolutional-networks</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":365854,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ac93abe0635e28acecbaaafedb9dc8e09e29ca4f6d81ed5c9487a19d158e0410" title="Topic: gcn" href="/topics/gcn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gcn</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":734870,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ed50b9652372e4189ec68b6fdcb2378497ad55059acadb15d06ea35b02944d8c" title="Topic: graph-neural-networks" href="/topics/graph-neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-neural-networks</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":789010,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="40868407cc31abb42b4d66ab6c6b534013a3d8e4c4e8024f40e0bc4d6f19c25b" title="Topic: graph-representation-learning" href="/topics/graph-representation-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graph-representation-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":940401,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="1959ecd29b4b2035b8524dcd8af110bb3cd2547834aa81c7ce6108a0b6707d94" title="Topic: gnn" href="/topics/gnn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gnn</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="2022-12-17T01:33:25Z" class="no-wrap">Dec 17, 2022</relative-time> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start 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 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title="Topic: math" href="/topics/math" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">math</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":13915,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="bab507351abedba4d48655066c1cef41b9d9458a2040165d3be799b424c1dd56" title="Topic: linear-algebra" href="/topics/linear-algebra" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">linear-algebra</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":21045,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b906e88954603b49a4714a7c030a575c363ce99f982c78a7b410f94209df2cc4" title="Topic: mathematics" href="/topics/mathematics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mathematics</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":28063,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="56703751ee24cfaf4e847acc094e944731581f5a6c68a9c4beaa777f64c4514f" title="Topic: collaborative-filtering" href="/topics/collaborative-filtering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">collaborative-filtering</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":44842,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="781947ea390bf3ffd813f19335c2a2aba5f09eb993b5a270a576036ad3c1892f" title="Topic: neural-networks" href="/topics/neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-networks</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" 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5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.</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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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/recommendation-system","user_id":null}}" data-hydro-click-hmac="3322ff76fcc820e12874fa9e5b19bed423fa04879f6f83275eefe002e4d6faf1" 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":12508,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6b92e25051ed573a89ad6c4adf6132c56fc8ca602dbed3f2e8f5f2ee2665cbbd" title="Topic: reproducible-research" href="/topics/reproducible-research" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reproducible-research</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":28063,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="56703751ee24cfaf4e847acc094e944731581f5a6c68a9c4beaa777f64c4514f" title="Topic: collaborative-filtering" href="/topics/collaborative-filtering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">collaborative-filtering</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":28073,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="fe390ba5427a69a3707edb88c836fc665ff59d8064edee19c29018cbfd69f70a" title="Topic: matrix-factorization" href="/topics/matrix-factorization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">matrix-factorization</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":34599,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="4011a47f992d6ba95ec1d333216480da123ae88ee194d2c6a274c7383431835f" title="Topic: hyperparameters" href="/topics/hyperparameters" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hyperparameters</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":43957,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="0267eca288046becf565a2a6c012faae736620594d74fd2abead3d8ca835420a" title="Topic: bpr" href="/topics/bpr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bpr</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":128540,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="af84a9d30a3c12291795f8b637a3f485f86e44fbd10ad4bc5b8bd19cfbf239b3" title="Topic: reproducibility" href="/topics/reproducibility" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reproducibility</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":177708,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="3b01e427fcf3d2220e58fc2368216089e48176df327b14dbef146686bb47c060" title="Topic: recommendation-algorithms" href="/topics/recommendation-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-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":184242,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="19ac193eab26f83bdce5e976cc0e7ee65162500870a75ebc27f39c3063f4a12b" title="Topic: knn" href="/topics/knn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knn</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":301977,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="000794b3484fa528481b6acab7141b4469793118b75d5fc7610dbe83726a2848" title="Topic: matrix-completion" href="/topics/matrix-completion" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">matrix-completion</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":389600,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="79e9ea07cd5fc6462ebec0ab2d477c2485430dee9eb4a7e2b8a4b66b227c268a" title="Topic: evaluation-framework" href="/topics/evaluation-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">evaluation-framework</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":445807,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="7b578231498ea3cf9ad09e99164b560a7e1140325788280756fcb2c417942e92" title="Topic: content-based-recommendation" href="/topics/content-based-recommendation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">content-based-recommendation</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":524270,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5cdbd79a6e086ac14bd81cf07a46e3c68d9a4f179fafd5b84d4ffe264139c81b" title="Topic: hybrid-recommender-system" href="/topics/hybrid-recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hybrid-recommender-system</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":614908,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="93aa3390bc6b7df2aadfca0b7aa37755d67c9ace6e347bdf326fe226888ac708" title="Topic: funksvd" href="/topics/funksvd" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">funksvd</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":637208,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="d32e2add04d4f599d449acbb140a79266c53f015839e1a45733ae71783481ebf" title="Topic: bprmf" href="/topics/bprmf" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bprmf</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":637209,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="69d0ae331cd83bf33113e3a25f30dcd45191612038e4d7e880749dae2f6c2c4d" title="Topic: bprslim" href="/topics/bprslim" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bprslim</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":1242837,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a989a2ba2b6d033447954fd050067d413344f8012753ca06eb7bc6b8e8689e17" title="Topic: slimelasticnet" href="/topics/slimelasticnet" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">slimelasticnet</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="2023-05-25T17:32:09Z" class="no-wrap">May 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 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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> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab-208313010" href="/NVIDIA-Merlin/HugeCTR/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":208313010,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="d5ceabcd55b2edddb44a46587e8d1542c7cb0a6b0d98f8d1993c24e4b68151e3" 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" >HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training</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":9290,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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":9802,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="fa73a17ce3121f9454a87e4c1cf2a177ab1db99ddefc6418289139c896cef302" title="Topic: cpp" href="/topics/cpp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cpp</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":60298,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="674db357ac8773185da82bed5a8246dbbafe7cd39e885aa6a54c95e1d9058f48" title="Topic: gpu-acceleration" href="/topics/gpu-acceleration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpu-acceleration</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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="2024-09-22T01:06:02Z" class="no-wrap">Sep 22, 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> <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":34116599,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="7eae4632dc0d64ce44a780ef3da0e4b49c3e611280cf685882f04405877989d5" data-turbo="false" href="/PreferredAI" data-view-component="true" class="Link">PreferredAI</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":141242285,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="49ebb8044c21055aa0cb149038ab0f1e84d82cd4d46ebe6e85d960102d308ce6" data-turbo="false" href="/PreferredAI/cornac" data-view-component="true" class="Link text-bold wb-break-word">cornac</a> 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1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="925 users starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="925" data-view-component="true" class="Counter js-social-count">925</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-141242285" aria-current="true" href="/PreferredAI/cornac" 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":141242285,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6b47249ecc0389ae72476c07df8729f180f2cfd32b2d363cb7525cc13a897a53" 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 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id="pull-requests-tab-141242285" href="/PreferredAI/cornac/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":141242285,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8ab0ab9a1fa3b3ecc74ec3e18e4174df00dfde62dfb291508a0fe864d169c286" 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-141242285" href="/PreferredAI/cornac/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":141242285,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8bbaa7e17cbb39f6a1fe79a9ab982253114b3017a8834d71706e98c00377000e" 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" >A Comparative Framework for Multimodal Recommender Systems</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":28063,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="56703751ee24cfaf4e847acc094e944731581f5a6c68a9c4beaa777f64c4514f" title="Topic: collaborative-filtering" href="/topics/collaborative-filtering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">collaborative-filtering</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":28073,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="fe390ba5427a69a3707edb88c836fc665ff59d8064edee19c29018cbfd69f70a" title="Topic: matrix-factorization" href="/topics/matrix-factorization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">matrix-factorization</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":74281,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="8d9868fd07e62fe472cd078e417977a754db00705916867eccba6e52e4c1431f" title="Topic: recommendation-engine" href="/topics/recommendation-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-engine</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</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":177708,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="3b01e427fcf3d2220e58fc2368216089e48176df327b14dbef146686bb47c060" title="Topic: recommendation-algorithms" href="/topics/recommendation-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-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":184064,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="a61ed4b4cc522199051a613855bcafb0b5d5d0acf677caab190fd987172794e3" title="Topic: multimodality" href="/topics/multimodality" 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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> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab-353169072" href="/NVIDIA-Merlin/Merlin/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":353169072,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="280cce0db64725046c003967958a52d54e2fa17c7dc878ef2562d975dc4d9059" 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" >NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.</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":2169,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="b435f84ee68c193e053d7c374df820f58496e71fa9bd68f679e222a4a1ed9595" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"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/recommendation-system","user_id":null}}" data-hydro-click-hmac="5e33f0ecb0a03f9d6a45233a8a6e894e01f5eacc0ac0c4b2eaad56fc01535558" 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":13441,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="79fe2659d7042945d49c3f8094778d868839fe685d7ce0eeca92a79297e884de" title="Topic: end-to-end" href="/topics/end-to-end" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">end-to-end</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":59848,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="6414e2809f2240f75e0300169b4e36d7fe71364fc90c857e1bca081c14a14b38" title="Topic: recommendation-system" href="/topics/recommendation-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommendation-system</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":60298,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="674db357ac8773185da82bed5a8246dbbafe7cd39e885aa6a54c95e1d9058f48" title="Topic: gpu-acceleration" href="/topics/gpu-acceleration" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpu-acceleration</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":83777,"originating_url":"https://github.com/topics/recommendation-system","user_id":null}}" data-hydro-click-hmac="ccae3cf7f5ddae29923f709410216b43dfe0355c23d983fd2cd41361fa22858b" title="Topic: recommender-system" href="/topics/recommender-system" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">recommender-system</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-12-05T20:47:53Z" class="no-wrap">Dec 5, 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> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/recommendation-system" 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">recommendation-system</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-recommendation-system" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right ml-1"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </p> </div> <div class="mb-6"> <h2 class="h4 mb-2"> 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