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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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1-2-2v-2.5H8.437A2.939 2.939 0 0 1 5.5 15.562V11.5H3a2 2 0 0 1-2-2Zm2-.5a.5.5 0 0 0-.5.5v6.5a.5.5 0 0 0 .5.5h6.5a.5.5 0 0 0 .5-.5V3a.5.5 0 0 0-.5-.5ZM14.5 14a.5.5 0 0 0-.5.5V21a.5.5 0 0 0 .5.5H21a.5.5 0 0 0 .5-.5v-6.5a.5.5 0 0 0-.5-.5Z"></path> </svg> <div> <div class="color-fg-default h4">Actions</div> Automate any workflow </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;codespaces&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;codespaces_link_product_navbar&quot;}" href="https://github.com/features/codespaces"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-codespaces color-fg-subtle mr-3"> <path d="M3.5 3.75C3.5 2.784 4.284 2 5.25 2h13.5c.966 0 1.75.784 1.75 1.75v7.5A1.75 1.75 0 0 1 18.75 13H5.25a1.75 1.75 0 0 1-1.75-1.75Zm-2 12c0-.966.784-1.75 1.75-1.75h17.5c.966 0 1.75.784 1.75 1.75v4a1.75 1.75 0 0 1-1.75 1.75H3.25a1.75 1.75 0 0 1-1.75-1.75ZM5.25 3.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h13.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Zm-2 12a.25.25 0 0 0-.25.25v4c0 .138.112.25.25.25h17.5a.25.25 0 0 0 .25-.25v-4a.25.25 0 0 0-.25-.25Z"></path><path d="M10 17.75a.75.75 0 0 1 .75-.75h6.5a.75.75 0 0 1 0 1.5h-6.5a.75.75 0 0 1-.75-.75Zm-4 0a.75.75 0 0 1 .75-.75h.5a.75.75 0 0 1 0 1.5h-.5a.75.75 0 0 1-.75-.75Z"></path> </svg> <div> <div class="color-fg-default h4">Codespaces</div> Instant dev environments </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;issues&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;issues_link_product_navbar&quot;}" href="https://github.com/features/issues"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-issue-opened color-fg-subtle mr-3"> <path d="M12 1c6.075 0 11 4.925 11 11s-4.925 11-11 11S1 18.075 1 12 5.925 1 12 1ZM2.5 12a9.5 9.5 0 0 0 9.5 9.5 9.5 9.5 0 0 0 9.5-9.5A9.5 9.5 0 0 0 12 2.5 9.5 9.5 0 0 0 2.5 12Zm9.5 2a2 2 0 1 1-.001-3.999A2 2 0 0 1 12 14Z"></path> </svg> <div> <div class="color-fg-default h4">Issues</div> Plan and track work </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" 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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" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;code_search&quot;,&quot;context&quot;:&quot;product&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;code_search_link_product_navbar&quot;}" href="https://github.com/features/code-search"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-code-square color-fg-subtle mr-3"> <path d="M10.3 8.24a.75.75 0 0 1-.04 1.06L7.352 12l2.908 2.7a.75.75 0 1 1-1.02 1.1l-3.5-3.25a.75.75 0 0 1 0-1.1l3.5-3.25a.75.75 0 0 1 1.06.04Zm3.44 1.06a.75.75 0 1 1 1.02-1.1l3.5 3.25a.75.75 0 0 1 0 1.1l-3.5 3.25a.75.75 0 1 1-1.02-1.1l2.908-2.7-2.908-2.7Z"></path><path d="M2 3.75C2 2.784 2.784 2 3.75 2h16.5c.966 0 1.75.784 1.75 1.75v16.5A1.75 1.75 0 0 1 20.25 22H3.75A1.75 1.75 0 0 1 2 20.25Zm1.75-.25a.25.25 0 0 0-.25.25v16.5c0 .138.112.25.25.25h16.5a.25.25 0 0 0 .25-.25V3.75a.25.25 0 0 0-.25-.25Z"></path> </svg> <div> <div 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</li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 pb-lg-3 mb-3 mb-lg-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-company-size-heading">By company size</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-company-size-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;enterprises&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;enterprises_link_solutions_navbar&quot;}" href="https://github.com/enterprise"> Enterprises </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;small_and_medium_teams&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;small_and_medium_teams_link_solutions_navbar&quot;}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;startups&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;startups_link_solutions_navbar&quot;}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;nonprofits&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;nonprofits_link_solutions_navbar&quot;}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devsecops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devsecops_link_solutions_navbar&quot;}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_solutions_navbar&quot;}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ci_cd&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ci_cd_link_solutions_navbar&quot;}" href="/solutions/use-case/ci-cd"> CI/CD </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_use_cases&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_use_cases_link_solutions_navbar&quot;}" href="/solutions/use-case"> View all use cases </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-industry-heading">By industry</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-industry-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;healthcare&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;healthcare_link_solutions_navbar&quot;}" href="/solutions/industry/healthcare"> Healthcare </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;financial_services&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;financial_services_link_solutions_navbar&quot;}" href="/solutions/industry/financial-services"> Financial services </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;manufacturing&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;manufacturing_link_solutions_navbar&quot;}" href="/solutions/industry/manufacturing"> Manufacturing </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;government&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;government_link_solutions_navbar&quot;}" href="/solutions/industry/government"> Government </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all_industries&quot;,&quot;context&quot;:&quot;solutions&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_industries_link_solutions_navbar&quot;}" href="/solutions/industry"> View all industries </a></li> </ul> </div> </div> <div class="HeaderMenu-trailing-link rounded-bottom-2 flex-shrink-0 mt-lg-4 px-lg-4 py-4 py-lg-3 f5 text-semibold"> <a href="/solutions"> View all solutions <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right HeaderMenu-trailing-link-icon"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul class="list-style-none f5" aria-labelledby="resources-topics-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ai&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ai_link_resources_navbar&quot;}" href="/resources/articles/ai"> AI </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;devops&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;devops_link_resources_navbar&quot;}" href="/resources/articles/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;security&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;security_link_resources_navbar&quot;}" href="/resources/articles/security"> Security </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;software_development&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;software_development_link_resources_navbar&quot;}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;view_all&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;view_all_link_resources_navbar&quot;}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;learning_pathways&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;learning_pathways_link_resources_navbar&quot;}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;events_amp_webinars&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;events_amp_webinars_link_resources_navbar&quot;}" href="https://resources.github.com"> Events &amp; Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;ebooks_amp_whitepapers&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;ebooks_amp_whitepapers_link_resources_navbar&quot;}" href="https://github.com/resources/whitepapers"> Ebooks &amp; Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;customer_stories&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;customer_stories_link_resources_navbar&quot;}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;partners&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;partners_link_resources_navbar&quot;}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;executive_insights&quot;,&quot;context&quot;:&quot;resources&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;executive_insights_link_resources_navbar&quot;}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;github_sponsors&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;github_sponsors_link_open_source_navbar&quot;}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;the_readme_project&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;the_readme_project_link_open_source_navbar&quot;}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;topics&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;topics_link_open_source_navbar&quot;}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;trending&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;trending_link_open_source_navbar&quot;}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;collections&quot;,&quot;context&quot;:&quot;open_source&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;collections_link_open_source_navbar&quot;}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{&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;advanced_security&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;advanced_security_link_enterprise_navbar&quot;}" href="https://github.com/enterprise/advanced-security"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon 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">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{&quot;location&quot;:&quot;navbar&quot;,&quot;action&quot;:&quot;copilot_for_business&quot;,&quot;context&quot;:&quot;enterprise&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;copilot_for_business_link_enterprise_navbar&quot;}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 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 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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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height: 48; line-height: 48px;" > # </div> <h1 class="h1"> predictions </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="predictions" data-topic-name="predictions"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.predictions" 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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e2ea5a1dfdd38bf34c09312d7ce39234021327f404417c99e9e642e8fda865d0" 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" 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class="select-menu-item" role="menuitemradio" href="https://github.com/topics/predictions?l=java" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Java <span>5</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/predictions?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 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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;:1854761,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="518090bff57c0aa079ba17dec136b3fb7a66bd7bf77036740b1f41db6dde7e6f" title="Topic: mstl" href="/topics/mstl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mstl</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-24T23:37:00Z" class="no-wrap">Mar 24, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> 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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;:145880460,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f724b7adc6af932dbb7cf8e54bd19d43a7b9c4a8254b9ad17746e199363c29f1" 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 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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;:5,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e47b8b451037c30ba9a1c67f947a93ea1e36077c8f43e64a0ead4555f7637c2d" title="Topic: notifications" href="/topics/notifications" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notifications</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:242,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c8a1b2a7a8e7c014466e38d660ef5b55099ddcf9151f8fdb2728ab4e44ba4898" title="Topic: api" href="/topics/api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">api</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:260,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="05f3dfcc7736561cb7b9b124bc58a80dcb638b5fb2e808d4569fcff96357f1c9" title="Topic: graphql" href="/topics/graphql" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">graphql</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:326,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b30dde5e42d757ef4ac1a3445f2e88605b1515a5ba0d2d30ccc3343083d57f0b" title="Topic: cli" href="/topics/cli" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cli</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:621,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5bae8e4cada59c92c714c01c2fa9e254d9197dd6da7f87dd4b114559c31dde57" title="Topic: aws" href="/topics/aws" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7623,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7b8b0a3cb0d203a5e309dac959bb802a15eb83b9b1a9dc32f53dc9bd007c9bff" title="Topic: web-development" href="/topics/web-development" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">web-development</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9395,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="81f9dfa4f8247143ee82c402a76e89511cdc6b316d804ba09b278673f59e20a4" title="Topic: authentication" href="/topics/authentication" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">authentication</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9412,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f42e72b4be5344acb81543272905e00d93d2070aa0bd9863d5e126ba30c63fe4" title="Topic: aws-lambda" href="/topics/aws-lambda" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws-lambda</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9643,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="79f41f71a0f63c28e8c4d61c6d0bef860d90dbdd5758abf3e5d731295d7bf500" title="Topic: serverless" href="/topics/serverless" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">serverless</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9796,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c0e85964e37972811452976115c92a964bc405c61ee3ff8e0107b67579987a35" title="Topic: analytics" href="/topics/analytics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">analytics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12041,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="34f99310bc2213bbf535050f1602ae1896b98facad222629e22bb0e214a4277e" title="Topic: storage" href="/topics/storage" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">storage</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:16918,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="690b5f92aff56dfeaa67f80ef6aaeb0e4cb4c91fd8b6220df4ff90f9caa582cd" title="Topic: lambda-functions" href="/topics/lambda-functions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lambda-functions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:94605,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="debca0c3fde7a05a1ba551450a122d71e05f2b7cc1a264b14cc02e0f0f4366ad" title="Topic: fullstack" href="/topics/fullstack" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fullstack</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:225023,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="25f71f294b629f3b988e44a76e5e56be952736a500c3f20bd1a0941ca3919f7e" title="Topic: mobile-development" href="/topics/mobile-development" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mobile-development</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:641230,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="93a1c081daa55a4ebbe87a435b181ac8d4de9d8524ec559d85fabd53999bedda" title="Topic: aws-amplify" href="/topics/aws-amplify" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws-amplify</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:653780,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="bc59ee8caa51fcd62df3873dc5a0611c7685fbc4fe0293be03f6cb3c90048bb8" title="Topic: aws-appsync" href="/topics/aws-appsync" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws-appsync</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:686930,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="af49d9467c303add94933be46138d836633abef1ef1d24644628fdff58c3cd9f" title="Topic: aws-fargate" href="/topics/aws-fargate" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws-fargate</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1000353,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1207941da6a1e267c96b9bb925775d9359a9e8125fb937d0976939ae7d2a29e9" title="Topic: serverless-containers" href="/topics/serverless-containers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">serverless-containers</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-03-28T22:22:16Z" class="no-wrap">Mar 28, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3178c6"></span> 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src="https://repository-images.githubusercontent.com/326729163/29883a80-6d7f-11eb-9cfd-571911c48129" alt="timemachines" class="d-block width-full" ></a> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;OWNER&quot;,&quot;click_visual_representation&quot;:&quot;REPOSITORY_OWNER_HEADING&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:57455669,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9f4946ce107f21aa65fc084e973e47fa944dc69177dac13ab7ad868e2b20669d" data-turbo="false" href="/microprediction" data-view-component="true" class="Link">microprediction</a> / <a data-hydro-click="{&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;:326729163,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b29acf273b634312dc1affb59f59b8d0299525f8ae4106d2b01f22f2036c8034" data-turbo="false" href="/microprediction/timemachines" data-view-component="true" class="Link text-bold wb-break-word">timemachines</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fmicroprediction%2Ftimemachines" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:326729163,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ae1a3de86d014709cf4bcdc59f37120280f582a3ca4b309fcc76ceac682357a0" 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;:9289,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d8a38ffbf96eccd8db1aa400e83f88032571e50ce6b6eae65701d2d9479fc135" title="Topic: timeseries" href="/topics/timeseries" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">timeseries</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9377,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e9ae8d6371411b9d22bcbc97aac463eba09f54790503157e9d46f3b25e684d2" title="Topic: time-series" href="/topics/time-series" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">time-series</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22189,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="85c73ffa494995ab8329c8fecc22b8a474a116a48237003d6a5abb1696d933ce" title="Topic: prediction" href="/topics/prediction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">prediction</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:128303,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0a011b4d58166d9d126f4fc675ac2ff07ee77a6d69ab8673e8f6b8020c31e3e2" title="Topic: predictive-modeling" href="/topics/predictive-modeling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictive-modeling</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:232778,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="af971166ce2b37ae947918c47d3583bd8fc300ea68b9c2d9f2bbf6f0b2ebded1" title="Topic: prediction-algorithm" href="/topics/prediction-algorithm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">prediction-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;:383912,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7c44924f3798c46f89037a3cd9ef1234599d0038b08fcac7605027d1408d93d6" title="Topic: time-series-analysis" href="/topics/time-series-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">time-series-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;:398858,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="afaf6d02fd71eda6ddd08c6d8dfb7992b7c8a9352ded015483a78eb51cafc256" title="Topic: timeseries-data" href="/topics/timeseries-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">timeseries-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:481293,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cd50b9943a355cec1155b65003d2ee49f964074de1402040ccda4897aba17f39" title="Topic: timeseries-analysis" href="/topics/timeseries-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">timeseries-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;:713678,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="632b5e4b2229606989a82f7ab5a681b1f7ee94851078c4cb9f27cdae751aeaa6" title="Topic: timeseries-forecasting" href="/topics/timeseries-forecasting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">timeseries-forecasting</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="2024-10-21T14:44:48Z" class="no-wrap">Oct 21, 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> 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color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-471500104" href="/kochlisGit/ProphitBet-Soccer-Bets-Predictor/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;:471500104,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="46be4e2ef5964652ca80e2685aa708fa5c8cdfebf8cc538da009f61eaae7cc6c" 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" >ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests &amp; Ensembl Models.</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;:7531,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="71f90f374d4bd1018552f4074653fd5328d06085a9a1de4f3fc0a6df47a91224" 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;:7631,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9b5481b1861c93684049205d81673793829538c0e73b255e0876e147db310db6" 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;:9627,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1379954b39510ff6c8abc1edc1be6e68be640b3d9ddb1035d01829d303f46898" 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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="988e44791a22305525909808cc1728e3c1b24d7cf1b9e96457732e2a929c03b1" 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;:13426,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b956e82b0ad852ab5a7ee53afcdf6fe87f402894da6fc5df264929685b1de63b" title="Topic: pandas-dataframe" href="/topics/pandas-dataframe" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas-dataframe</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b9d6365b2c993a2995d72db034124fb97cb6b26d1602675f8eb5a1ebd848235c" 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;:22411,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e4e2069260d89584518a6bfb4d3bdb2c4cc0812e11a8603cf58a72ad2d18043c" title="Topic: soccer" href="/topics/soccer" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">soccer</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22808,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dfceccd5a49880b8c55a5eca2aa61cfbe1c572e4f88135ae92bf49c57a94a19c" title="Topic: data-visualization" href="/topics/data-visualization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23356,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8a201d365b0fc82917b00e16c76f87adcf7fc0ab0843197ddec6f2dccb4ab663" title="Topic: seaborn" href="/topics/seaborn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">seaborn</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60492,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8ef4fc457decd00703d083e31d8c5d3b640554fb69e2bfb1fd79906be97e319d" title="Topic: football-data" href="/topics/football-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">football-data</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:232804,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="58e8d31e2eecd3aa3aa62112a0d9e9556a32ae4e1037934e4e28e6e57acab1ba" title="Topic: soccer-matches" href="/topics/soccer-matches" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">soccer-matches</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:457754,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7850745dd8e181705576884a0ffea6130109e53d8a14d6499e2fe411bf853eb7" title="Topic: imbalanced-learning" href="/topics/imbalanced-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">imbalanced-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;:493824,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="44a5f2c7f70bcea9fa41e77bb6b383c09bac7d8ee2af5470c26c8f68f45c738f" title="Topic: feature-importance" href="/topics/feature-importance" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-importance</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:852898,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7f93e1713a1e64474295adc130ebc503972853cfff55cb6157485190ffe25327" title="Topic: soccer-betting" href="/topics/soccer-betting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">soccer-betting</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:959089,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="317324fc3952a32fa7a4a2ba51bce9b0c7c7585f35e939e01ffc6bcd49737585" title="Topic: optuna" href="/topics/optuna" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">optuna</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1274695,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c933b34949fa14c95481f5cd59ad44e40a1e9d5db0de3419b2be6dc6d2c7d8a3" title="Topic: feature-analysis" href="/topics/feature-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-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;:1332435,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a384ef8b7af05c20c024d2aeb1c4e73da3355db4a117863a119413ae379cc5e8" title="Topic: imbalanced-learn" href="/topics/imbalanced-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">imbalanced-learn</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1372596,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="af2f3aea149d880cf1932c8d6d38412b4ef6343cb1f9e771d58e603f7606a83b" title="Topic: interpretability-methods" href="/topics/interpretability-methods" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">interpretability-methods</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1524568,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b1e9b980e3830b57f652a0656ecb3a0d3182a6cf082412e71b13c1ec57606dfe" title="Topic: upcoming-games" href="/topics/upcoming-games" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">upcoming-games</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="2025-02-01T12:14:48Z" class="no-wrap">Feb 1, 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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data-hydro-click="{&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;:6690498,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a0d06e261c6cca77b3bd8fe32722a0c0b30f43caf4479024d493e5c85e0c0e24" data-turbo="false" href="/jthomperoo" data-view-component="true" class="Link">jthomperoo</a> / <a data-hydro-click="{&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;:226749712,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="28fbae1e40b8262ba355282a3e4e35355dc07dffa0db42bded856bfcb008bec3" data-turbo="false" href="/jthomperoo/predictive-horizontal-pod-autoscaler" data-view-component="true" class="Link text-bold wb-break-word">predictive-horizontal-pod-autoscaler</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fjthomperoo%2Fpredictive-horizontal-pod-autoscaler" rel="nofollow" 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color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-226749712" href="/jthomperoo/predictive-horizontal-pod-autoscaler/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;:226749712,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cf9e491aeb5f0710b0a3b379dd9a97d877cfe589ac58c46ed0e53a25353b1318" 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" >Horizontal Pod Autoscaler built with predictive abilities using statistical models</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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f257b18ecc6a12a8583100e38cf1b7ca4011cfa07a976b6846744346634d5f6c" 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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="551ea6fb056fa51708e51e5c80b1ef9e49a29b0657426f8a77a732e1e1cdc317" 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;:290,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eded92f8a8b8c661b183f739468185715aa7683b369d0e06a5bdd72c2271ef2c" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:344,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="63b61d16530ae55f3ce341212798a6dad9f70e27ffa58f4ea2bf1994f07e0b0d" title="Topic: golang" href="/topics/golang" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">golang</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:20664,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8d9a1025857943ca589b5ce751800d8da76407d81c666a967a99994567e0381e" title="Topic: replicas" href="/topics/replicas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">replicas</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:59743,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2e59cfec512c1747adf017df94b8675386938471535c9179648063af117548ba" title="Topic: operator" href="/topics/operator" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">operator</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:154146,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2f8b2d870ea4adfbe473fa460f0b9a4288a3efcf69c3e0b21143ca98db8608f9" title="Topic: predictive-analytics" href="/topics/predictive-analytics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictive-analytics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:171809,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8f4da81371eb1cf013d759a2cef09a8237830dda3f3a68df0e64a734a028a45d" title="Topic: autoscaling" href="/topics/autoscaling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autoscaling</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:224401,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="32728e92944307a57b1d499b0a7d819a93c5c0e51ed9e464e21755187418c6b0" title="Topic: statsmodels" href="/topics/statsmodels" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statsmodels</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:314930,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0bc9ac3323ed126593d728b89e1be9d3a303148a6b04b885c4250b7eaa5175e9" title="Topic: statistical-models" href="/topics/statistical-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statistical-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;:344254,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="5cefb4eac55e43384f292ffe77d8c30506b82e8d172a5b5ce02d2edcf8e47a9f" title="Topic: autoscaler" href="/topics/autoscaler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autoscaler</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:782616,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0341a4e76018f7144f0b5cced26bacb4468914accd5e61c62d959319176f89f5" title="Topic: operator-sdk" href="/topics/operator-sdk" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">operator-sdk</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:815370,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4393a03b5929a11b2efcd38638fd1e3457c5ab60f06eda8dc93e738352ac91b8" title="Topic: operator-framework" href="/topics/operator-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">operator-framework</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1145510,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2c8f93b2112121acacad17735b94a0b35aa8a8d00e7fc3b3903eaea24ec6b911" title="Topic: horizontal-pod-autoscaler" href="/topics/horizontal-pod-autoscaler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">horizontal-pod-autoscaler</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="2023-10-11T23:24:48Z" class="no-wrap">Oct 11, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #00ADD8"></span> <span itemprop="programmingLanguage">Go</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;:2810941,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4583fd20874c62b20876d6a9a51d32d17b25d4312481de00af3e7f0150454e2c" data-turbo="false" href="/GoogleCloudPlatform" data-view-component="true" class="Link">GoogleCloudPlatform</a> / <a 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color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-371198718" href="/GoogleCloudPlatform/vertex-ai-samples/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;:371198718,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="274ad67d2008df071f40810f7caed198c9799e92a92ce04534737254cf8c417b" 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 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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;:9684,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ca4387b859b7e1346a0da86f3377191bd96007f3693fd61cd6f3ce9a84c1f4d8" title="Topic: pipeline" href="/topics/pipeline" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pipeline</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:12340,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="28b623b2ad8e9f0913d84597a70917eec993e6e6d811e583c0be917e2db707a7" title="Topic: notebook" href="/topics/notebook" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notebook</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13019,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c1c25b5d0343c32d338445a401d10711bcae0c88b9b1b33ded9745f408ffce88" title="Topic: model" href="/topics/model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a8d572e4f9d2677d748e3d3d4770bb229b7a44f2c08656b0aa2afff1685f792d" 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;:27390,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3229e6ca244fb5cfdbd7d93edd7e6246f0b34f77da84371b4098322f65eef91e" title="Topic: samples" href="/topics/samples" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">samples</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:35131,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4c2479a4fdd848d2d0e0943c83a75e8ac15d13211e17b19d65103df56ec9bfd5" title="Topic: gemini" href="/topics/gemini" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gemini</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:44893,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3d152d05e8689458f42b22c97b13d5fa0765ad475cb69baf47a71f3b61e762f4" title="Topic: colab" href="/topics/colab" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">colab</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</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;:242,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c8a1b2a7a8e7c014466e38d660ef5b55099ddcf9151f8fdb2728ab4e44ba4898" title="Topic: api" href="/topics/api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">api</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;:12734,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2456744d87b6289442795af030f636828e0601bb4bcf2c3922c20eb8642817c9" 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;:12943,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="6613286c09b1dbcd6a1e1294234b3351ebed6eabcae1f96b7223c0bc40c64699" title="Topic: rest-api" href="/topics/rest-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rest-api</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13439,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b129c4e9389850ba1fec2b2632d6441ff20b5f44794dce0b2d598fda42aa54f0" title="Topic: docker-image" href="/topics/docker-image" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker-image</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:21466,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="15926ce9625ce5b2d8573e212e8c8dbe37f59837f7d4408b2ac7edd7e94d7017" title="Topic: inference" href="/topics/inference" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">inference</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84905,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cd3a26c6cc479ec907168f5d81411604653497730f10ad4143038ac767676f70" title="Topic: deeplearning" href="/topics/deeplearning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deeplearning</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:89117,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d818aa24e29758702c1ebe89b73482e0e8e0694ea1048178f21f10b0fb54a645" title="Topic: object-detection" href="/topics/object-detection" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">object-detection</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95170,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1f17d1d92236353531a040295995829fe8d302854f49f36f939d9cca1af26e32" title="Topic: tensorflow-framework" href="/topics/tensorflow-framework" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensorflow-framework</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:233358,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4fc3b4ca1e892c65bd7c0d6f80ad6d599abd2c4efba482ab4799b80b51f1eb16" title="Topic: inference-server" href="/topics/inference-server" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">inference-server</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:244298,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c62e0defa1e006fa87957deb94f596b632f448c43e189aefa036b555651c70a2" title="Topic: bounding-boxes" href="/topics/bounding-boxes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bounding-boxes</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:249356,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="07d5b89fd2b2e919544082858dee27f32bd25e8d7497041c43fa5f47cd645cdf" title="Topic: computervision" href="/topics/computervision" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computervision</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:409601,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="098d370dea98b5dd218a7ed389b3cc624b9621df4bd3ae46be21ff2433d636f5" title="Topic: docker-ce" href="/topics/docker-ce" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker-ce</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:414707,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="024f641310ab1b0329c35dba784042d30bebb28185b445a8c5171a47951147c2" title="Topic: inference-engine" href="/topics/inference-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">inference-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;:1149202,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ace3d997c50639b9aa3f5ea697397423882836e3b01e9a34134ecd2722241332" title="Topic: detection-inference-api" href="/topics/detection-inference-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">detection-inference-api</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-06-28T13:37:59Z" class="no-wrap">Jun 28, 2022</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: 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id="pull-requests-tab-290597701" href="/andreekeberg/ml-classify-text-js/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;:290597701,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f7da525fb3edd4a98da8807e7042cb84048d5044a5fa5e8b34194ac570155ab0" 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" >Machine learning based text classification in JavaScript using n-grams and cosine similarity</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;:178,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="38783832da3129872ae47f88fda6ab0bd24d2fe62f6a0fa221466ef25ffcce70" title="Topic: training" href="/topics/training" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">training</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:370,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3ad8f83147326bbf744967602601f435d82bb64377a8bb789ee8e66e3c1f5273" title="Topic: classifier" href="/topics/classifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77f6c61276794fbda0131186d5d7fa42d26e65e06f7b4f8912e30c9b7675a9c2" 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;:2170,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c6364c491eccec64e4c3f02101e048841aabfd042ff629f224d1620f2376698a" title="Topic: natural-language-processing" href="/topics/natural-language-processing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">natural-language-processing</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:2421,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f1c8c95cea494eddddea911d8f3971c88aaac1c1bd59b421c1ce0257e5b5c452" title="Topic: library" href="/topics/library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">library</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9558,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d67073f60e473cb3591a7dbe0cfc7c5bdb5b2a3c3cebe2ccb26038a50a4b4ea6" title="Topic: sentiment-analysis" href="/topics/sentiment-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sentiment-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;:12348,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="41b24cc7cbd2d9c862dffc84e5ddb4b391bd2746b2564f402e8562d482d166e7" title="Topic: text-classification" href="/topics/text-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">text-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;:22433,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="96443541117a89e03697d7c7bca3c229f774be13a189a013ea87e6dfbd907a50" title="Topic: n-grams" href="/topics/n-grams" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">n-grams</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:22437,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e9e5733db380c34502c4c7e3e88db0b16a11910bfe2d9b68e9c9fdf24f2a90b6" title="Topic: labels" href="/topics/labels" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">labels</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:23417,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="99dec6c7794bd2bc1a48caf5d1ad5a2d0b60e9854a1bef353fe369a58026ad1f" title="Topic: similarity" href="/topics/similarity" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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;:24132,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b43729b42eabed167cfe135ba56d7be1a56ded19e2284316eab3ae2f299712b9" 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;:45597,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="41c3fff7de5da52a94492debd4454ce66f6a022ac5e134d9af1148905f8cc900" 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;:96037,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="8af36a6ccfe93ae177a97c010a9e4538cbca4df198b68ffe1b2e829448a416ee" 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;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:455392,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ef09cea7011a45e447d1f9eac831733a009af5a284d50d0e7a305037ff4b4c2f" title="Topic: n-gram" href="/topics/n-gram" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">n-gram</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:501368,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2b56382ee73ad1bf313ad523ab6b0e23bdec69f5f860689da206ba68ed59a75f" title="Topic: text-classifier" href="/topics/text-classifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">text-classifier</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="2024-04-21T06:15:27Z" class="no-wrap">Apr 21, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #f1e05a"></span> <span itemprop="programmingLanguage">JavaScript</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 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;:48350683,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c12048c65952e7ca8706bedcadb78a268e88934e893c5ce970c194f76884ccd8" data-turbo="false" href="/DVLP-CMATERJU" data-view-component="true" class="Link">DVLP-CMATERJU</a> / <a data-hydro-click="{&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;:280231419,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="266a7544c31f6d41807b3767e3fae516990872679f81fad484788b6704c47421" data-turbo="false" href="/DVLP-CMATERJU/RectiNet" data-view-component="true" class="Link text-bold wb-break-word">RectiNet</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2FDVLP-CMATERJU%2FRectiNet" rel="nofollow" data-hydro-click="{&quot;event_type&quot;:&quot;authentication.click&quot;,&quot;payload&quot;:{&quot;location_in_page&quot;:&quot;star 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;REPOSITORY_DISCUSSIONS&quot;,&quot;click_visual_representation&quot;:&quot;DISCUSSIONS_TAB&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:280231419,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="105331b47140ac5de05e5890925e5eb51b0115a48a69567f8fb972d64d345497" 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;:9187,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d91684c72f6641017bebf9255bba44c8f6c3611ed52e7c45aac320fce8cb13bb" title="Topic: computer-vision" href="/topics/computer-vision" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">computer-vision</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cf80a67577a3072a859fa9641faf17d540db0b28c80bb8ad0587ea2fc173879b" 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 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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;:44842,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eeeca9a6b4daff4ee492cab3051273b12bb9c5c3063bfae452c655bc63ddab1f" 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;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</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;:361128,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e7afeaf50020c19fb9b8dc80535fa88adf366127008720f5a2545530e1ec6c14" title="Topic: bifurcation" href="/topics/bifurcation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bifurcation</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:896710,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f3a25ad2354bd116accab0149e639bdd155320abea48e33ef8cfa6f7d063adc2" title="Topic: dewarping" href="/topics/dewarping" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dewarping</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-11-02T10:56:48Z" class="no-wrap">Nov 2, 2022</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;:84,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f257b18ecc6a12a8583100e38cf1b7ca4011cfa07a976b6846744346634d5f6c" 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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77f6c61276794fbda0131186d5d7fa42d26e65e06f7b4f8912e30c9b7675a9c2" 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;:9377,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="0e9ae8d6371411b9d22bcbc97aac463eba09f54790503157e9d46f3b25e684d2" title="Topic: time-series" href="/topics/time-series" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">time-series</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="2456744d87b6289442795af030f636828e0601bb4bcf2c3922c20eb8642817c9" title="Topic: tensorflow" href="/topics/tensorflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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;:83657,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d727cbff03e440067d1694164705e5aaa9b718b8b1128616add775678ee2f78a" title="Topic: football" href="/topics/football" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">football</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-11-21T21:39:31Z" class="no-wrap">Nov 21, 2022</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-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine learning to predict housing prices in New York Tri-State Area.</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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77f6c61276794fbda0131186d5d7fa42d26e65e06f7b4f8912e30c9b7675a9c2" 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;:1019993,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="efa5a6420533caff4586d125aa0803d0cdd282f9e36b11e017e071ddd9a86030" title="Topic: housing-price-analysis" href="/topics/housing-price-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">housing-price-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;:1118639,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3f0851eed3c1c481cfa7d95d31c9a4022666905c6e1c49e813ebe761a8b378ca" title="Topic: housing-price-prediction" href="/topics/housing-price-prediction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">housing-price-prediction</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-12-08T01:37:18Z" class="no-wrap">Dec 8, 2022</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: 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.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" >Simple web page to calculate and interpret the numerology numbers derived from your name and birth date.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <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;:287406,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="95bb709b18712ed905a786522af2001d351a0703e6ed3b0c5751d5d701558bd7" title="Topic: personality" href="/topics/personality" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">personality</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:369655,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="c334c5beb2eedf6bd2c221e74d11b49f2457f74aead65a43718a2dfab6b45498" title="Topic: interpretation" href="/topics/interpretation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">interpretation</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;:503830,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="7be9b0b5b1221427b42af29c4f39f04a29b75f38cd53a3ac4a2c4e48fdf97b45" title="Topic: numerology" href="/topics/numerology" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">numerology</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;:1036675,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="938eba7953d52fa66164e52293832a2695ba74e94bfde1352f16273cbbfb56de" title="Topic: arithmosophy" href="/topics/arithmosophy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">arithmosophy</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1562910,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="759e0998b687034178f83ecbfccc681a6e08686917bb243d937d8d5d6c711949" title="Topic: numerologia" href="/topics/numerologia" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">numerologia</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="2025-01-04T08:58:06Z" class="no-wrap">Jan 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #e34c26"></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;:765112,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="942381084c28e6b580d24fb9f9df27d11352c6772c22d1bc5cd81efc787e9275" title="Topic: prediction-market" href="/topics/prediction-market" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">prediction-market</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;:22788,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4561d5762942bbc13293a952905a49bbe64c8ca2d668084932d693f9c694a9f1" title="Topic: neuroevolution" href="/topics/neuroevolution" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">neuroevolution</a> <a 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Case Study for Recommendation System of movies in Netflix.🔧 </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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f257b18ecc6a12a8583100e38cf1b7ca4011cfa07a976b6846744346634d5f6c" 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;:798,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="d6507e84578300dac99c0637e20c43eecb69966221cc2d51dd89c946637b804c" title="Topic: ratings" href="/topics/ratings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ratings</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:7639,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="55fa54116ce64689ac78dbe54a71940657138c00e7177df4bd3551a320ca8278" title="Topic: movies" href="/topics/movies" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">movies</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:13250,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4201d1a29e638aeff898e67dcf04ebd896eabff9f20553e954ba6c07d26be6cb" title="Topic: numpy" href="/topics/numpy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">numpy</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;:23929,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fe89cd58009832094ce2dc3343e263009dfb85ccaadf41417e19600a5386c9fa" title="Topic: kaggle" href="/topics/kaggle" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kaggle</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:24174,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="888e844efea39df459351a8c6b12159b54b60a0232a0acd5c055163b3030d513" title="Topic: constraints" href="/topics/constraints" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">constraints</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:43562,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="1ef75588ef2104805066b00a301957d2431ef6fe66f1ab3ee074546121532421" title="Topic: netflix" href="/topics/netflix" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">netflix</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:61005,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ddf59fa96d844f91677ae1fbc7546dce20ffc2b1c2b5f4eeabf746d4d7b4a131" title="Topic: accuracy" href="/topics/accuracy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">accuracy</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:95888,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="613d5fe123f51b412dc1fcf2b04334aae37c1f84425f53d1b93f743b3f09c950" title="Topic: collaborative" href="/topics/collaborative" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">collaborative</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:354759,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a8f85136dfd6ceccaed4d04fda7ebae6be6b0b00e29ecfd75805b11ff0dbced1" title="Topic: rmse" href="/topics/rmse" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rmse</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:401312,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f8476cc377b6b361e93be28a743cc84d91b92f86d228decbb68b2f5d80a442af" title="Topic: interpretability" href="/topics/interpretability" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">interpretability</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:405503,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="12c0d9bed3cd56b8529af940d7dd0f8357850bd700c760b823892ddbc58691d6" title="Topic: movie-ratings" href="/topics/movie-ratings" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">movie-ratings</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:494473,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="fa9a9a019c8101396611b427c25a4004b5559db8714e2317e4354e3d4a80def9" title="Topic: netflix-prize" href="/topics/netflix-prize" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">netflix-prize</a> <a 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data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:9290,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="cf80a67577a3072a859fa9641faf17d540db0b28c80bb8ad0587ea2fc173879b" 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;:9913,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="e81230ba37c8f6d224d2ccf639d92cb419e1ae31283cc2d4891911989d2b1aed" title="Topic: robotics" href="/topics/robotics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">robotics</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:60969,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="367bb03da622827f0de84b40c46407f30adbb29370ddf8da38d3ed8e8e9429e8" title="Topic: self-driving-car" href="/topics/self-driving-car" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">self-driving-car</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:84786,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="61110f2ab3cf0d92cd13ccd08e1595887b50b368d75518037c3731c4ddeaedb3" title="Topic: agent-based-modeling" href="/topics/agent-based-modeling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">agent-based-modeling</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:150714,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="553a3e75ac0c54926a78d33fe27435db43bcbde417cab670bf588a14639c6aa4" title="Topic: autonomous-vehicles" href="/topics/autonomous-vehicles" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autonomous-vehicles</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:428419,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="37654ed627cbe8b4b64f7e6e9769bd98e4ad57d9690317b7b667fe7d5804440f" title="Topic: trajectory-prediction" href="/topics/trajectory-prediction" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">trajectory-prediction</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:987208,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="69394190ec0b93b895f21bc2e53980837c199237ebf6ecf7b4c10d04424beaca" title="Topic: nuscenes" href="/topics/nuscenes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nuscenes</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1141017,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="448325574307d846a9c61eeca76c557eee8113cc418d5c9bdc8fcce2ffcdd53a" title="Topic: argoverse" href="/topics/argoverse" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">argoverse</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1412916,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="604269cfd7035ab3e4cef006835d2a4c2598fa3f9cea178d0c38c14c6380fd2e" title="Topic: attentive-contexts" href="/topics/attentive-contexts" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">attentive-contexts</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2021-11-12T01:55:32Z" class="no-wrap">Nov 12, 2021</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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<path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-239852738" href="/eladcn/coronavirus_prediction/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;:239852738,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="f612b6b0cf1d9bdc5bb275a507044fdda5a63e5019ee3ce711a95dfc3b3f62c4" 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" >This project aims to predict the numbers that are published in each day regarding the amount of Coronavirus (COVID-19) cases and deaths.</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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77f6c61276794fbda0131186d5d7fa42d26e65e06f7b4f8912e30c9b7675a9c2" 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;:13826,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="9aebcf6e7ec4a63cb9e8942e700c21202328b8ab72412fe6a97e36bcf2d3b5e3" 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;:83304,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="3357f455cc5e04dd41e1b2cfdb6e80656963785e2c5803006a567429a08e1df7" title="Topic: cases" href="/topics/cases" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cases</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:135748,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="475fcf43390638ba413ce1c46fab36a936411ef4b016f6d03f4996ed0b474564" title="Topic: polynomial-regression" href="/topics/polynomial-regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">polynomial-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;:741494,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a7af4422f9e6e19832c9ffe53ab7c93286d6f601368973d81805a8dff90b25fa" title="Topic: deaths" href="/topics/deaths" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deaths</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1174145,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="dc995c8552efb9e5b2f8e004bc4f2ff2efd72ae066fbed63f418ac3e0cfd325f" title="Topic: coronavirus" href="/topics/coronavirus" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">coronavirus</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1185531,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="031fcf8481ea281707d36de6978bedc557434959386ceee0f2f4d95fa62e88d0" title="Topic: covid-19" href="/topics/covid-19" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">covid-19</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-12-08T03:51:40Z" class="no-wrap">Dec 8, 2022</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;:2169,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="77f6c61276794fbda0131186d5d7fa42d26e65e06f7b4f8912e30c9b7675a9c2" 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;:23214,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="ab68a42dd5dc0208d5c9395f81bcad654f3d1f36458fafaab1df46a54cd15a14" title="Topic: python3" href="/topics/python3" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python3</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;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/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="b43729b42eabed167cfe135ba56d7be1a56ded19e2284316eab3ae2f299712b9" 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;:34948,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="147f7f1fcfe02dce32fdc0f23462a42129a55a8d255b926cbf4f661ba4e68420" title="Topic: dataset" href="/topics/dataset" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dataset</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:44842,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="eeeca9a6b4daff4ee492cab3051273b12bb9c5c3063bfae452c655bc63ddab1f" 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;:119062,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="4416cfac7f97d3f9aa8058feb8983bb37ae9f326378fa9cb986495342c16b89f" title="Topic: datasets" href="/topics/datasets" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">datasets</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:127617,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="a791b279a6b2bee7d0409ddd40d24ec57e995c74f5e48361089c9c7a3f410a5e" title="Topic: predictions" href="/topics/predictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">predictions</a> <a data-hydro-click="{&quot;event_type&quot;:&quot;explore.click&quot;,&quot;payload&quot;:{&quot;click_context&quot;:&quot;REPOSITORY_CARD&quot;,&quot;click_target&quot;:&quot;TOPIC&quot;,&quot;click_visual_representation&quot;:&quot;TOPIC_TAG&quot;,&quot;actor_id&quot;:null,&quot;record_id&quot;:1071542,&quot;originating_url&quot;:&quot;https://github.com/topics/predictions&quot;,&quot;user_id&quot;:null}}" data-hydro-click-hmac="10fc4e037d8ccbda5347da76f39e0e3d391ec0d83a2a859bc857c1c2fbb427ad" title="Topic: mindsdb" href="/topics/mindsdb" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mindsdb</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="2024-06-10T14:25:25Z" class="no-wrap">Jun 10, 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> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/predictions" 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">predictions</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-predictions" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" height="16" 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data-action="click:cookie-consent-link#showConsentManagement" data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;cookies&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;cookies_link_subfooter_footer&quot;}" > Manage cookies </button> </cookie-consent-link> </li> <li class="mx-2"> <cookie-consent-link> <button type="button" class="Link--secondary underline-on-hover border-0 p-0 color-bg-transparent" data-action="click:cookie-consent-link#showConsentManagement" data-analytics-event="{&quot;location&quot;:&quot;footer&quot;,&quot;action&quot;:&quot;dont_share_info&quot;,&quot;context&quot;:&quot;subfooter&quot;,&quot;tag&quot;:&quot;link&quot;,&quot;label&quot;:&quot;dont_share_info_link_subfooter_footer&quot;}" > Do not share my personal information </button> </cookie-consent-link> </li> </ul> </nav> </div> </footer> <ghcc-consent id="ghcc" class="position-fixed bottom-0 left-0" style="z-index: 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3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> You can’t perform that action at this time. </div> <template id="site-details-dialog"> <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open> <summary role="button" aria-label="Close dialog"></summary> <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal"> <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>

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