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href="https://github.com/features/copilot"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 1.211.175 1.926.558 2.361.365.414 1.084.751 2.657.751 1.21 0 1.902-.394 2.344-.938.475-.584.742-1.44.878-2.497Z"></path><path d="M14.5 14.25a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Zm-5 0a1 1 0 0 1 1 1v2a1 1 0 0 1-2 0v-2a1 1 0 0 1 1-1Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Copilot</div> Write better code with AI </div> </a></li> <li> <a class="HeaderMenu-dropdown-link 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5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Advanced Security</div> Find and fix vulnerabilities </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;actions&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;actions_link_product_navbar&quot;}" href="https://github.com/features/actions"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-workflow color-fg-subtle mr-3"> <path d="M1 3a2 2 0 0 1 2-2h6.5a2 2 0 0 1 2 2v6.5a2 2 0 0 1-2 2H7v4.063C7 16.355 7.644 17 8.438 17H12.5v-2.5a2 2 0 0 1 2-2H21a2 2 0 0 1 2 2V21a2 2 0 0 1-2 2h-6.5a2 2 0 0 1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;codespaces&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;codespaces_link_product_navbar&quot;}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle 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data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;issues&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;issues_link_product_navbar&quot;}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" 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1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Discussions</div> Collaborate outside of code </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" 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</li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprises&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;startups&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;nonprofits&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devsecops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ai&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;software_development&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_link_resources_navbar&quot;}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;learning_pathways&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;learning_pathways_link_resources_navbar&quot;}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;events_amp_webinars&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;events_amp_webinars_link_resources_navbar&quot;}" href="https://resources.github.com"> Events &amp; Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ebooks_amp_whitepapers&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ebooks_amp_whitepapers_link_resources_navbar&quot;}" href="https://github.com/resources/whitepapers"> Ebooks &amp; Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;customer_stories&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;partners&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;executive_insights&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;executive_insights_link_resources_navbar&quot;}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative 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href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;topics&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;topics_link_open_source_navbar&quot;}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" 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width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprise_platform&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprise_platform_link_enterprise_navbar&quot;}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_advanced_security&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_advanced_security_link_enterprise_navbar&quot;}" href="https://github.com/security/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-shield-check color-fg-subtle mr-3"> <path d="M16.53 9.78a.75.75 0 0 0-1.06-1.06L11 13.19l-1.97-1.97a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l5-5Z"></path><path d="m12.54.637 8.25 2.675A1.75 1.75 0 0 1 22 4.976V10c0 6.19-3.771 10.704-9.401 12.83a1.704 1.704 0 0 1-1.198 0C5.77 20.705 2 16.19 2 10V4.976c0-.758.489-1.43 1.21-1.664L11.46.637a1.748 1.748 0 0 1 1.08 0Zm-.617 1.426-8.25 2.676a.249.249 0 0 0-.173.237V10c0 5.46 3.28 9.483 8.43 11.426a.199.199 0 0 0 .14 0C17.22 19.483 20.5 15.461 20.5 10V4.976a.25.25 0 0 0-.173-.237l-8.25-2.676a.253.253 0 0 0-.154 0Z"></path> </svg> <div> <div class="color-fg-default h4">GitHub Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary 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2.573A1.458 1.458 0 0 1 3 15.543V14H1.75A1.75 1.75 0 0 1 0 12.25v-9.5C0 1.784.784 1 1.75 1ZM1.5 2.75v9.5c0 .138.112.25.25.25h2a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h6.5a.25.25 0 0 0 .25-.25v-9.5a.25.25 0 0 0-.25-.25H1.75a.25.25 0 0 0-.25.25Z"></path><path d="M22.5 8.75a.25.25 0 0 0-.25-.25h-3.5a.75.75 0 0 1 0-1.5h3.5c.966 0 1.75.784 1.75 1.75v9.5A1.75 1.75 0 0 1 22.25 20H21v1.543a1.457 1.457 0 0 1-2.487 1.03L15.939 20H10.75A1.75 1.75 0 0 1 9 18.25v-1.465a.75.75 0 0 1 1.5 0v1.465c0 .138.112.25.25.25h5.5a.75.75 0 0 1 .53.22l2.72 2.72v-2.19a.75.75 0 0 1 .75-.75h2a.25.25 0 0 0 .25-.25v-9.5Z"></path> </svg> <div> <div class="color-fg-default h4">Premium Support</div> Enterprise-grade 24/7 support </div> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <a class="HeaderMenu-link no-underline 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;EXPLORE&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d0718b9557eb4f2d64c3d2aa373b64c0a23995101d6c4a94ee183c1fab4d777a" data-selected-links="/explore /explore/email /explore" href="/explore">Explore</a> <a class="js-selected-navigation-item selected d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TOPICS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e0632d7d9aa485863e02dc1429d4bd2dea857f35607ce81c4c9543c6b94f5968" aria-current="page" data-selected-links="topics_path /topics/knn /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;TRENDING&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="37250daee9244619d874e8ec7684ed429043e96aaf49e029316ec715ef248f8c" data-selected-links="/trending /trending/developers /trending/developers /trending /trending" href="/trending">Trending</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;COLLECTIONS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9cd5a2adca5e613b8786ee69324f59238136c727ba232e4153b0e82960a5e845" data-selected-links="collections_path /collections/ /collections" href="/collections">Collections</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;EVENTS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5aa15f706873924fd3172df847cc933643cb22e9900bd5e9189cd6f10dfc5f4c" data-selected-links="events_path /events?id= /events" href="/events">Events</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;NAVIGATION_BAR&quot;,&quot;click_target&quot;:&quot;GITHUB_SPONSORS&quot;,&quot;click_visual_representation&quot;:&quot;CLICK_VISUAL_REPRESENTATION_UNKNOWN&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:null,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="27c35228fb5718e88e0d0f539e2d04033559f65a4b7b052865cbd156d1da9f74" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> knn </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="knn" data-topic-name="knn"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.knn" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star button&quot;,&quot;repository_id&quot;:null,&quot;auth_type&quot;:&quot;LOG_IN&quot;,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f03cce5d6bd925a584f8ae33b608a7fef7c1fcaae210168ad50c00d3bb0c22e0" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 2,904 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary 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0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-86140645" href="/Jack-Cherish/Machine-Learning/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:86140645,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9138b2025f475d1205fce75df7c4e6cd24ca61fc28446166ebbc739889945f87" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8c3dffdfcf7955fc664c772cb90bec21c5e78aafd08e9ac00c590a137f2ef3e0" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1018288,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b9735d971e34da316a82d1a19e13b3b655932f6a02675688f08fd0c3e480f81c" title="Topic: adaboost-algorithm" href="/topics/adaboost-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adaboost-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="2024-07-12T11:28:35Z" class="no-wrap">Jul 12, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:194,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="29994da10f5ff793b61e8357d856fe362a83ef01a2021bf9b70699c5981af14d" title="Topic: go" href="/topics/go" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">go</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:132,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7aea1d07cd278a99446a92a4e18aad112cae62dc4e83a0d7058062a4f1cd2c1e" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:831,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a86c5206a9c7f7a3f883a40d73f6090ae8497841f63b4093e4b1acca877bda15" title="Topic: postgres" href="/topics/postgres" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">postgres</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8929,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="859fbd822f9a6cc3c50fac3cd43d76405c41aee9906386dbf806c3c9a790ae8b" title="Topic: sql" href="/topics/sql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sql</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9116,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9045003ad05ba35daad5dda0e0d7df17b81c5280953e4686bfdf85f14fc4d3e6" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12697,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="968033812fe0570a6d7afa46928cdaff4655ffdb2bae31fac4de93c3f2e7bd5a" title="Topic: clustering" href="/topics/clustering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clustering</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21229,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7ab4484a88ed23549ea2648ea3657115a66763527ccae5a7ad58a01f42ce380" title="Topic: ml" href="/topics/ml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ml</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21346,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dea9f67029a98481fcd85f3748400c80b4374f1b215b76ea9d71ef83259dfcc5" title="Topic: regression" href="/topics/regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23886,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3bf84f1381fd2c34c46e72f8930566be4dfeefa30297a483efab967db1bee61c" title="Topic: embeddings" href="/topics/embeddings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embeddings</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:24132,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="10cd5cd12863baa8ac44d48c9659935906345ca9bda9a20479c667a9b4d60cdf" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:45229,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6a92d8bb03e530d0a5d2dea83cc2d485d9d2e4b043825cc387c9018ac7f4ac5c" title="Topic: forecasting" href="/topics/forecasting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forecasting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:45597,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9cb0e39d3d83f9ef4d20705ea566f6d82ac8b9ddccf1e5b3e4725fce28d00672" title="Topic: classification" href="/topics/classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">classification</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:132811,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f62d158d1707a4804d324d95d9c6e4455be6aefa31307b7bcfdc9e4e936b0100" title="Topic: ann" href="/topics/ann" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ann</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178033,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="adb1e0f9427809bd5903a9d4fdbb0d465914603b1fa92c085ef70601bd2bdac1" title="Topic: approximate-nearest-neighbor-search" href="/topics/approximate-nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate-nearest-neighbor-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:754494,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b2a63d135ea52ac84611731235dafca5398f8ad77f0efe01542e6b044bc6d632" title="Topic: rag" href="/topics/rag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rag</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1131663,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="187c26eca90d1d43371585fd024191a788834667061acefa9a6963e333cce144" title="Topic: vector-database" href="/topics/vector-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-database</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1703574,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b14515c27c6066368c7f37aee63d0b7eeb360b6fc1e63aa49a4dde8183df9893" title="Topic: llm" href="/topics/llm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm</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="2025-02-24T17:58:21Z" class="no-wrap">Feb 24, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #dea584"></span> <span itemprop="programmingLanguage">Rust</span> </span> </li> 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Also available on cloud - cloud.marqo.ai</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:446,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8e12063112ee43ba2eb445c09f1c54502d61eca89133874297511de552a2fae9" title="Topic: search-engine" href="/topics/search-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search-engine</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2171,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ba3eb6aca1c9c1aa8c8e3043b654fcd79ae123d4e0d0b8e1dda6dee974f39870" title="Topic: information-retrieval" href="/topics/information-retrieval" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">information-retrieval</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:180270,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bcb7ebd3caa4e10623d17260c6d19c63ac7ea21a31fb62ddff4bfff2522f60a8" title="Topic: clip" href="/topics/clip" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clip</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:196151,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1f89ad5b94f47699994e2253282f3fd68ce368bbd53b180fa8f801d230253e12" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:196454,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f99708e48a205e8d856bb6ccb919c794324d4a9608e50e8908c0447c1e555a93" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:767070,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="828e12e19467dce5c6d954352f3ceff3f132de9a3f9e70a931393babbc002125" title="Topic: hnsw" href="/topics/hnsw" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hnsw</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:928141,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="aa1de1904a322dd40a593a96c935c46b390d5eeb87ac158c319ff6084212c6ae" title="Topic: vector-search" href="/topics/vector-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:986592,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a7f86816fb4f16dabd392fcfce11d07e34b8dd523f5e212bb7a91d5fb88163a1" title="Topic: vision-language" href="/topics/vision-language" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vision-language</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1698442,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2ac3f87bae52603720aeffeb939ef4cfe52503bc51247bcf89ddb4548db2c2d1" title="Topic: large-language-models" href="/topics/large-language-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-language-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1797446,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eee7166815145f1ecea2f25f657d781475cc6eb949cbffc18125e773281776a0" title="Topic: tensor-search" href="/topics/tensor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensor-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1857396,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b6bd481a17beb543ced317ddf74ca724c0fec57028d761c946dfbc0db122253f" title="Topic: chatgpt" href="/topics/chatgpt" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">chatgpt</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-04T07:30:27Z" class="no-wrap">Apr 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:374818711,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="26ab5a533dfab3da4103add407ee9f2506a81ca166c645c380adc5199885a0a2" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9116,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9045003ad05ba35daad5dda0e0d7df17b81c5280953e4686bfdf85f14fc4d3e6" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76831f369586f6129b5b216b2db23fb1127396d80522e962695de998a3a294cf" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:180270,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bcb7ebd3caa4e10623d17260c6d19c63ac7ea21a31fb62ddff4bfff2522f60a8" title="Topic: clip" href="/topics/clip" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clip</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:196151,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1f89ad5b94f47699994e2253282f3fd68ce368bbd53b180fa8f801d230253e12" title="Topic: semantic-search" href="/topics/semantic-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">semantic-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:627299,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="89c0d2a37c909da699b2ce699302014182f4b51823a2065913b8192ddfb1e2ee" title="Topic: multimodal" href="/topics/multimodal" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multimodal</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-04-15T08:52:08Z" class="no-wrap">Apr 15, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter 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class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a 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octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="discussions-tab-230237409" href="/nivu/ai_all_resources/discussions" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:230237409,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ade77f42d44623c2dd41f0a1f97783d3b4fa4cd8836366f4ca19a90c021c8dd4" 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 curated list of Best Artificial Intelligence Resources</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8c3dffdfcf7955fc664c772cb90bec21c5e78aafd08e9ac00c590a137f2ef3e0" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2129,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c6ca5e57808c0884ec8e3698f217e0309a7566aef5bc43b55653ea31e655f466" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7531,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="611ef7aafcadb3f2fe57ab23f373c4b9697a5fe7619cdc85795f7e6dce9fe610" title="Topic: statistics" href="/topics/statistics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statistics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9047,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a7fabaf69eff9b91643ca84149c49d1c4a7559650948bdca4d3ec7d508063632" title="Topic: reinforcement-learning" href="/topics/reinforcement-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">reinforcement-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76831f369586f6129b5b216b2db23fb1127396d80522e962695de998a3a294cf" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12339,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="43783403dcf78bd84a4004f6965b89db3e8118f5c98cd9b6d244e69175deb95f" title="Topic: random-forest" href="/topics/random-forest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">random-forest</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12734,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5e15c107fb08623779e8accc1b903cddc569be6aa788fad0e5145720b4500454" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21045,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76c725af9578a218cdad78b57b5d56f8890b1cd2b576e5d25928336131bfabce" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21346,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dea9f67029a98481fcd85f3748400c80b4374f1b215b76ea9d71ef83259dfcc5" title="Topic: regression" href="/topics/regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:24132,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="10cd5cd12863baa8ac44d48c9659935906345ca9bda9a20479c667a9b4d60cdf" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:43348,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="23e0176c9994b494dff1aecfde6a553b1635601d0253eea31137f495f2c9c2ef" title="Topic: gan" href="/topics/gan" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gan</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:44842,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2d8a59aa39b2a445c8117cbd99eda9cb1eb279d63a990738bc3e2bdd91fac394" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:59730,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de9afea12def1ecb82d01944d358c1d3be8d0ef99ff4b690a35c46476eca739d" title="Topic: rnn" href="/topics/rnn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rnn</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84909,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c1dca9b98b95ced5c55f4c77dee0c4a2ab0de68c6496c0a484fcf702719d7c6d" title="Topic: convolutional-neural-networks" href="/topics/convolutional-neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">convolutional-neural-networks</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:92335,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d0f0b2e8e2acda2ae2d4371b13181300a2f2a48b7fee043640462e8158f17b05" title="Topic: kmeans" href="/topics/kmeans" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kmeans</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:93491,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3d3c963de712d1a73759d93000bda74f7593ecbf80b7c757c2f6c01aab002dc2" title="Topic: support-vector-machine" href="/topics/support-vector-machine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">support-vector-machine</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127026,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a9ef0276ec34b34fbee51a1d41cb9340c17cf9019775e2f65820763b71f21e99" title="Topic: decision-trees" href="/topics/decision-trees" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decision-trees</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1180567,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6ebee5a582daca20a7c6e88093020831856c02351497ee76ef6ab648ad5c4f00" title="Topic: statquest" href="/topics/statquest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statquest</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="2024-09-23T09:21:39Z" class="no-wrap">Sep 23, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:15658638,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="366cdb5ab36a92cc544981a48b4c3dc15dc992d6bdb2655d29e08d8f4e58f2e6" data-turbo="false" href="/tensorflow" data-view-component="true" class="Link">tensorflow</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8c3dffdfcf7955fc664c772cb90bec21c5e78aafd08e9ac00c590a137f2ef3e0" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76831f369586f6129b5b216b2db23fb1127396d80522e962695de998a3a294cf" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12697,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="968033812fe0570a6d7afa46928cdaff4655ffdb2bae31fac4de93c3f2e7bd5a" title="Topic: clustering" href="/topics/clustering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">clustering</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12734,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5e15c107fb08623779e8accc1b903cddc569be6aa788fad0e5145720b4500454" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34731,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="070915b8111705ebd6d7607dab00bc12479f080bfd90ce67a3fbb7fa0a95e5c1" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:83238,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fbb27779dedc53ee0486973ee13ed2439937f2bd1b2d5be3d1afa1d7f15e5fca" title="Topic: metric-learning" href="/topics/metric-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">metric-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:96037,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="60cbf981432c156c5a688990803c17c0b1d8b0cb19d6e809b0302f482b16f1b7" title="Topic: cosine-similarity" href="/topics/cosine-similarity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cosine-similarity</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:99349,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a95b367e66ca9c59af9ed55f3dcb7e4b4d57f9aec3d1a745bdcf83a213583f68" title="Topic: nearest-neighbors" href="/topics/nearest-neighbors" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbors</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:150363,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="285d37ead5a08bb890584d01a28ff1529592c19b57eb11f9c341ae26d281cd4f" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:403447,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="43b0520ff09bb1ca0c7dbe81e11c4ab467e57d6adbaba3ee1b26482caa417eb7" title="Topic: similarity-search" href="/topics/similarity-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:840168,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6388538dc83aa56fcd629743f6d9f9810f651671ec7556c880371fa1f192e92a" title="Topic: similarity-learning" href="/topics/similarity-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1194743,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a68f7933779adbee458fb57d27eef141b8e2d5d2372592258240f425a025294f" title="Topic: simclr" href="/topics/simclr" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">simclr</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1204736,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4978a0586d9d125c99d28b99d8b7fbf472be402c0d0f87c523280fa6c8c13cca" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1405750,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5efe7c3d7b2afa299870bc3320e90331d6c55f5bede9564844aad2790fd5dab4" title="Topic: simsiam" href="/topics/simsiam" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">simsiam</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1471873,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b62c41941d3e8d24b3fe240c9fc0c2f5667da31292787c60c3bcd4819fbd16c1" title="Topic: barlow-twins" href="/topics/barlow-twins" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">barlow-twins</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1496137,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="68ddc4302a57b2226ce0e333951626c9a554a592e4d7d2142d59fe289b51ce19" title="Topic: simclr2" href="/topics/simclr2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">simclr2</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="2024-05-06T14:57:49Z" class="no-wrap">May 6, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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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" >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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76831f369586f6129b5b216b2db23fb1127396d80522e962695de998a3a294cf" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9627,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1b8d6150d365570357b7112029e61b7909e293a2b0ed88fe2e81bc3ffab2c90c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12508,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="011189f55c8129ad162728f3ff3c416695d4ce4c218857833a1d833e06ce7ac1" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:28063,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="68da25342da5aac48e31a68d20bb7b7d2e4c3744002578d8eaf31aa2adf56611" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:28073,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7dc8601390f53a53c3d58fd142f87895ee395868e73ed8ea678c4cdc1a284e4" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34599,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1b34778e0dd6a3053752f1835d4c22b6e831583121a603d22f6d9d67ad6b7d26" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:43957,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="80ff52b66128527394ce85f8ced716cde624902d5175a312f5168c2701cccbe7" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:59848,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1a412a3085355055f04246d1a79cee4b9fe3e2626477111003da0dea9f1adb7b" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:83777,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="05ca9833879e5ef6975881c9fde99eaad373162d95c34b44f004cfa29eaac640" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:128540,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="91a506011a940b1da5b54c04ad6202b82fac69c6634a5dd7aafa0aa085ee91f2" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:177708,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f07352b7d42e84e2797cb4d0d82a7b4d6baaef8328bec8db39d0823f179c2a8d" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:301977,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0ee40c7122457eda5097e0249677496c42fa4917014715303452ca3c98b7b7c1" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:389600,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8a88ea176e17147da613664dc2be7cdf165780b218600e24c5f16cb11478455d" 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 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13447,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ad1c6a7a64f7e1fdf937d76c8af10e71055a1c37267b11ac1cb54ceeb5c3c41f" title="Topic: svm" href="/topics/svm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">svm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21346,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dea9f67029a98481fcd85f3748400c80b4374f1b215b76ea9d71ef83259dfcc5" title="Topic: regression" href="/topics/regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22062,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1bb1d18f0fef4d61d3b1c50936335bbd192536fc8873c78f2a8045cdc9f15432" title="Topic: logistic" href="/topics/logistic" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">logistic</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:105930,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="efb0883f9604520b5cf46973f8e6c6c876fb7a96bb02259ed7fdc6161f653315" title="Topic: adaboost" href="/topics/adaboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">adaboost</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:428103,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="919e03a5d8336022acc025c1fdcaf48aeed9396b08670663a8d679b7255227f9" title="Topic: decisiontree" href="/topics/decisiontree" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decisiontree</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:464819,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bcef5fa3f1fe94376b21c811b6dd1d22f108ee74dfc73a63093b3225362922d9" title="Topic: regression-trees" href="/topics/regression-trees" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression-trees</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2020-02-05T11:37:01Z" class="no-wrap">Feb 5, 2020</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:138075683,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a2da1526b8f1c7b52fbeaf8e43577acd424529f38b805eb55b4b12b958e7512c" data-turbo="false" href="/lanterndata" data-view-component="true" class="Link">lanterndata</a> / <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:664872761,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4f79c278baf2b9fc7261ba621f2023a949d6e03c5141e9f86c1b9832f6aef359" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-comment-discussion color-fg-muted"> <path d="M1.75 1h8.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 10.25 10H7.061l-2.574 2.573A1.458 1.458 0 0 1 2 11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:132,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7aea1d07cd278a99446a92a4e18aad112cae62dc4e83a0d7058062a4f1cd2c1e" title="Topic: search" href="/topics/search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:382,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="deb70a4fafaee0d3cc8a12f8460a86d06a353601e5452a0ba70758289ed68dc4" title="Topic: open-source" href="/topics/open-source" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">open-source</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2129,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c6ca5e57808c0884ec8e3698f217e0309a7566aef5bc43b55653ea31e655f466" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:8961,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3cd3a930934420278f92fb33f561e44ac8c688f315181ec69c6463fbcc7a1a5e" title="Topic: database" href="/topics/database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">database</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9116,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9045003ad05ba35daad5dda0e0d7df17b81c5280953e4686bfdf85f14fc4d3e6" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13514,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4b5ae0d110a90d5508ba72059b0c8d9ecd0a01b0451331ee46937c563f01c071" title="Topic: vector" href="/topics/vector" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">vector</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:17184,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b03642529a13488021cc061545612d8f1c11d5d1af5c4cdd9292c987eecf45a7" title="Topic: postgresql" href="/topics/postgresql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">postgresql</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23886,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3bf84f1381fd2c34c46e72f8930566be4dfeefa30297a483efab967db1bee61c" title="Topic: embeddings" href="/topics/embeddings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">embeddings</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34731,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="070915b8111705ebd6d7607dab00bc12479f080bfd90ce67a3fbb7fa0a95e5c1" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178033,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="adb1e0f9427809bd5903a9d4fdbb0d465914603b1fa92c085ef70601bd2bdac1" title="Topic: approximate-nearest-neighbor-search" href="/topics/approximate-nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate-nearest-neighbor-search</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1137036,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="649879814f1ee0073e4e4b343e94191ce85764b797e3dfb344a44f5f7a36408f" title="Topic: neural-search" href="/topics/neural-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neural-search</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="2024-12-12T11:38:34Z" class="no-wrap">Dec 12, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #dea584"></span> <span 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:840168,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6388538dc83aa56fcd629743f6d9f9810f651671ec7556c880371fa1f192e92a" title="Topic: similarity-learning" href="/topics/similarity-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">similarity-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1094309,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e380f8f178e780a2746183a9b194e86634882a946dffc1a09f5a75cdc913996a" title="Topic: pytorch-lightning" href="/topics/pytorch-lightning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch-lightning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1204736,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4978a0586d9d125c99d28b99d8b7fbf472be402c0d0f87c523280fa6c8c13cca" 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> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-01-06T18:01:09Z" class="no-wrap">Jan 6, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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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" >TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8c3dffdfcf7955fc664c772cb90bec21c5e78aafd08e9ac00c590a137f2ef3e0" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:194,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="29994da10f5ff793b61e8357d856fe362a83ef01a2021bf9b70699c5981af14d" title="Topic: go" href="/topics/go" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">go</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21229,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b7ab4484a88ed23549ea2648ea3657115a66763527ccae5a7ad58a01f42ce380" title="Topic: ml" href="/topics/ml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ml</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34731,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="070915b8111705ebd6d7607dab00bc12479f080bfd90ce67a3fbb7fa0a95e5c1" title="Topic: nearest-neighbor-search" href="/topics/nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nearest-neighbor-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:178033,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="adb1e0f9427809bd5903a9d4fdbb0d465914603b1fa92c085ef70601bd2bdac1" title="Topic: approximate-nearest-neighbor-search" href="/topics/approximate-nearest-neighbor-search" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate-nearest-neighbor-search</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:422804,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6ff25c591045785b9e53ad7d93a41e6b13d4a28934fde2654281eed4553d0503" title="Topic: approximate" href="/topics/approximate" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">approximate</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:540889,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e5bf81bc563f1def05c18b9776925cf0346d26bac6426577098ae36c7702f050" title="Topic: k-nearest-neighbors" href="/topics/k-nearest-neighbors" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k-nearest-neighbors</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2023-06-27T16:54:16Z" class="no-wrap">Jun 27, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:24506100,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="17002db0582bdd26b489677a64cbf25b7a58adb5bea2229886f30d1bfe311e32" data-turbo="false" href="/bshall" data-view-component="true" class="Link">bshall</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:611178870,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="133f3fdfdb86c791db04fdf7362f9201f2658947e0cd6830dfec46916979dda3" data-turbo="false" href="/bshall/knn-vc" data-view-component="true" class="Link text-bold wb-break-word">knn-vc</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fbshall%2Fknn-vc" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:611178870,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bd93feb8c1e91f31e164ea877b2bf2196194433a6aeb70a262b0fbd5cd463058" 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 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0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-611178870" href="/bshall/knn-vc/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:611178870,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a43b0d2bac736c374e91a20b245f261f77c7c99b61c2210aad10d21801278641" 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" >Voice Conversion With Just Nearest Neighbors</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20965,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="af44c05ca24352cd1b069be0359c74e2406f1a332722ff9c6a1b4d3c35ea0044" title="Topic: speech" href="/topics/speech" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">speech</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23301,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4e9f8cb36efb46276269984335d819c3d40c296678e6514bf8ccef35b01f08f1" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:34684,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="780963ee3595d9fb8c1b85ebb71e099e311b5345ff35aff2cd046787ce616a14" title="Topic: speech-synthesis" href="/topics/speech-synthesis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">speech-synthesis</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:224315,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="51b850b7489886d8e132d307379b132f46ddb8afe54157273fe68989362408ba" title="Topic: voice-conversion" href="/topics/voice-conversion" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">voice-conversion</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:740696,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9d81aefcff83ff5e312f0dc1126ce31acb515d764b4790f4823aaa79d096322b" title="Topic: self-supervised-learning" href="/topics/self-supervised-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">self-supervised-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1024305,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3b5a265c7c7453561b2c5d431b62175398e77f9fca54c790dfd94072bcb8e714" title="Topic: any-to-any" href="/topics/any-to-any" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">any-to-any</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-03-18T10:29:55Z" class="no-wrap">Mar 18, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1daca2115ccd156fe6215749eb24d330ad53b0b85fb9152f6286b0272e502bf9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:43353,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="36c9ad93c9d32ab0518105334985a9613eb1a787f53e3a89ff6cf1c9b1b3d089" title="Topic: mnist" href="/topics/mnist" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mnist</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:59730,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="de9afea12def1ecb82d01944d358c1d3be8d0ef99ff4b690a35c46476eca739d" title="Topic: rnn" href="/topics/rnn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rnn</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60356,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4f0b5dfebdc03ee1f3ec8ae1ddd9fb4bb61869364668d5dc94f7c1d0f526a40f" title="Topic: mnist-classification" href="/topics/mnist-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mnist-classification</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:73159,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5bebfc24f5ba5b28708acaca545d245618a89368f93c31dd3e86e15c3a12cde" title="Topic: logistic-regression" href="/topics/logistic-regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">logistic-regression</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:89127,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="95ca8e169300f5228947c7f36eb788391f1e8470ed3b4b83ecd33c10d515137d" title="Topic: mlp" href="/topics/mlp" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlp</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" title="Topic: knn" href="/topics/knn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knn</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2020-10-16T13:09:44Z" class="no-wrap">Oct 16, 2020</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:637209,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8540f7b7486dc5225211b5cd93adeb8d411d9359484b1e8fb1caadcc2b7d2adf" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:899649,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ba03900bc6e1d5a8d84a5a0d5ce5190dd33716de66f216b170f350f22fc66068" title="Topic: mseslim" href="/topics/mseslim" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mseslim</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:899650,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="28bc56ccd1b4f53e9abb9551724fa7f597b520dca35d07ef26f2278aad836045" title="Topic: puresvd" href="/topics/puresvd" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">puresvd</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:899652,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="411baa16bd79d8ffff723e83685c58149d4efcc95e9d2694431e5ac04a3acff2" title="Topic: item-knn-recommender" href="/topics/item-knn-recommender" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">item-knn-recommender</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:899653,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2f1ab7df4bfc38eef6f32070ee3d1a18bbed18258b9931649261ea15cebc33b8" title="Topic: p3alpha" href="/topics/p3alpha" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">p3alpha</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:899654,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a9663e0007118345802958c8539a1bde2a421948b51e34376bcd3d3e9bce9f52" title="Topic: rp3beta" href="/topics/rp3beta" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rp3beta</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="2024-10-01T09:03:16Z" class="no-wrap">Oct 1, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9627,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1b8d6150d365570357b7112029e61b7909e293a2b0ed88fe2e81bc3ffab2c90c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12339,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="43783403dcf78bd84a4004f6965b89db3e8118f5c98cd9b6d244e69175deb95f" title="Topic: random-forest" href="/topics/random-forest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">random-forest</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13826,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="590c5536f89150a7f54843afb9680cf684a5e94bf5fa0f7e224ceae71879f37b" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:14080,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d3ebf1f8707a1b72acde290c2d9ffb8bd77d4069f3372d659c25fca938fcfd0b" title="Topic: machine-learning-algorithms" href="/topics/machine-learning-algorithms" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning-algorithms</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:44413,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d99f20491fef90ef1a9ea706cad439d9378343455d327cda36fc51fad1b8e09c" title="Topic: naive-bayes-classifier" href="/topics/naive-bayes-classifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">naive-bayes-classifier</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:45163,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9add1d6cb3623822fa8bbada002d7a39dee597a386e91ef3a03dd84eaed56fe4" title="Topic: supervised-learning" href="/topics/supervised-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">supervised-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:50437,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="19e991f12f5531f7aa0786b206f556532efc56a3f66339ab5c9115306ffe86d6" title="Topic: gaussian-mixture-models" href="/topics/gaussian-mixture-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gaussian-mixture-models</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:73159,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a5bebfc24f5ba5b28708acaca545d245618a89368f93c31dd3e86e15c3a12cde" title="Topic: logistic-regression" href="/topics/logistic-regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">logistic-regression</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:92335,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d0f0b2e8e2acda2ae2d4371b13181300a2f2a48b7fee043640462e8158f17b05" title="Topic: kmeans" href="/topics/kmeans" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kmeans</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127026,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a9ef0276ec34b34fbee51a1d41cb9340c17cf9019775e2f65820763b71f21e99" title="Topic: decision-trees" href="/topics/decision-trees" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decision-trees</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:218024,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1a3d8c20bc78e55739f88a540e4b0b7092dbc35d0fad98b483b1911e9e3bd20d" title="Topic: principal-component-analysis" href="/topics/principal-component-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">principal-component-analysis</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:223362,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c2e67ebabc61650100ba7b5bfdfe846f6db8646fd4f3a4b8e314e5fddd805267" title="Topic: dynamic-time-warping" href="/topics/dynamic-time-warping" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dynamic-time-warping</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:232659,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5cbfdbd7191cfecc202ef8f80df13f337bf0e19a79c82c569c5d00e4cb1c656b" title="Topic: kmeans-clustering" href="/topics/kmeans-clustering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kmeans-clustering</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:311868,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0062e579509fa21d97458f2cda8a8cb240680ee86253fee5fa5566d632d5ff8c" title="Topic: em-algorithm" href="/topics/em-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">em-algorithm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:416456,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9a9bb970737e71ac22b3e054406f9507906c3e909d1c0e3271164db37ed202af" title="Topic: kmeans-algorithm" href="/topics/kmeans-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kmeans-algorithm</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:418391,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="39a531890b0d6997d47df52b01cbf1a0b246652232f023c7a16a6f990ca7d633" title="Topic: singular-value-decomposition" href="/topics/singular-value-decomposition" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">singular-value-decomposition</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:440569,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ef31b08ff38701970f9d04040484977bb4b20d33519eae5ebafea4f2843eb6a8" title="Topic: knn-classification" href="/topics/knn-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knn-classification</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:463520,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="af5370b25483005f6a9b92dc8cbd5dec47bad106a0ec8ac7fa1b9faba786cb6d" title="Topic: gaussian-classifier" href="/topics/gaussian-classifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gaussian-classifier</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:467062,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d6aacfd6b1686ff4fab9ec15f9a8b09482e039e166c3f5db0fbec8c5fb38cd42" title="Topic: value-iteration-algorithm" href="/topics/value-iteration-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">value-iteration-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="2017-05-15T19:19:20Z" class="no-wrap">May 15, 2017</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #e16737"></span> <span itemprop="programmingLanguage">MATLAB</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:3949547,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="642e5fe77a9da5d5cd4fa96cb67d0814b4bf83a268ba22b6dddfd055f3125dfb" data-turbo="false" href="/gabrielilharco" data-view-component="true" class="Link">gabrielilharco</a> / <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_NAME_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:113587999,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9587572565a734036a7334b7f5cb6ddf39cdf5209ca5e7f3a1f90e6e3988742d" data-turbo="false" href="/gabrielilharco/snap-n-eat" data-view-component="true" class="Link text-bold wb-break-word">snap-n-eat</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fgabrielilharco%2Fsnap-n-eat" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY&quot;,&quot;click_visual_representation&quot;:&quot;CODE_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:113587999,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="813b25bbc2d7cd38310816400cc023f866fc1695da8869d52c485963ad559a8e" 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 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0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-113587999" href="/gabrielilharco/snap-n-eat/pulls" data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_PULL_REQUESTS&quot;,&quot;click_visual_representation&quot;:&quot;PULL_REQUESTS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:113587999,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e742710836b39490d22ed1fb62acef24d717405df963148052307e097125474c" 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" >Food detection and recommendation with deep learning</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:39,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="45b86be443aa35544c520d708b198a664662e7e7f91ae8989976d5767ff2e282" title="Topic: nodejs" href="/topics/nodejs" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nodejs</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:250,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3025e8e167180370777151b2d0e8dedb7b9021feb1fcb44f98040dd431c08d0d" title="Topic: food" href="/topics/food" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">food</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:615,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3fdebd15d7322793d0d7c07bd0e0a5bdeb95f68dd7e60285c2180847bbff7574" title="Topic: flask" href="/topics/flask" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">flask</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7631,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="367cc7ca9c7fd09a613d5a0eb04260c4bbab23b30b2ae0bba4fd544b95af33fa" title="Topic: deep-neural-networks" href="/topics/deep-neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-neural-networks</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="76831f369586f6129b5b216b2db23fb1127396d80522e962695de998a3a294cf" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23301,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4e9f8cb36efb46276269984335d819c3d40c296678e6514bf8ccef35b01f08f1" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:73023,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f1021f1da82ff0e0cf3a3ddc249fa704e8f8995ca24d5508deacc01da30e1434" title="Topic: food-classification" href="/topics/food-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">food-classification</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:184242,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="832cdc275f22f8e333c20af7605a3af8c650f7edf55154cc8c3c1db8c68a3b0c" 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="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:218818,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="acca5816e61965066f509877ebd6291ea3ffe5ddcd7157aa50e2f41a1340beeb" title="Topic: fastai" href="/topics/fastai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fastai</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:289111,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="16c5c2783b4ceedf88bb439f5c46667dc26f4d89153eeca0e8db69e826e4c083" title="Topic: resnext" href="/topics/resnext" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">resnext</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:318268,&quot;originating_url&quot;:&quot;https://github.com/topics/knn&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="967772a8b79d86cbfe1172e2bbb47517feb8eaf78423820b3b21f0da2d720738" title="Topic: food-recommendation" href="/topics/food-recommendation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">food-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="2023-03-01T12:07:34Z" class="no-wrap">Mar 1, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/knn" accept-charset="UTF-8" method="get"> <input name="page" type="hidden" value="2"> <button type="submit" class="ajax-pagination-btn btn color-border-default f6 mt-0 width-full" data-disable-with="Loading more..." > Load more&hellip; </button> </form> </div> <div class="col-md-4 col-lg-3"> <div class="mb-6"> <h2 class="h4 mb-2"> Improve this page </h2> <p class="color-fg-muted"> Add a description, image, and links to the <span class="text-bold">knn</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-knn" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" 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