lightgbm · GitHub Topics

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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 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0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <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 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data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> 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<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 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position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"copilot_for_business","context":"enterprise","tag":"link","label":"copilot_for_business_link_enterprise_navbar"}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 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 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can be contacted" class="form-control mr-2" type="checkbox"> <label for="include_email" style="font-weight: normal">Include my email address so I can be contacted</label> </form></div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd"> <button data-close-dialog-id="feedback-dialog" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="code-search-feedback-form" data-action="click:qbsearch-input#submitFeedback" type="submit" data-view-component="true" class="btn-primary btn"> Submit feedback </button> </div> </dialog></dialog-helper> <custom-scopes data-target="qbsearch-input.customScopesManager"> <dialog-helper> <dialog data-target="custom-scopes.customScopesModalDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="custom-scopes-dialog" aria-modal="true" aria-labelledby="custom-scopes-dialog-title" aria-describedby="custom-scopes-dialog-description" 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<auto-check src="/search/custom_scopes/check_name" required only-validate-on-blur="false"> <input type="text" name="custom_scope_name" id="custom_scope_name" data-target="custom-scopes.customScopesNameField" class="form-control" autocomplete="off" placeholder="github-ruby" required maxlength="50"> <input type="hidden" data-csrf="true" value="KNfvfhz0V4fdS4yV3WpuCNOPIVxGGm2yNokE29DFKAYjINw4UvCAi0JAg2EaDadalb0zH0ADiKHqxP380Z5Llg==" /> </auto-check> </div> <div class="form-group"> <label for="custom_scope_query">Query</label> <input type="text" name="custom_scope_query" id="custom_scope_query" data-target="custom-scopes.customScopesQueryField" class="form-control" autocomplete="off" placeholder="(repo:mona/a OR repo:mona/b) AND lang:python" required maxlength="500"> </div> <p class="text-small color-fg-muted"> To see all available qualifiers, see our <a class="Link--inTextBlock" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax">documentation</a>. </p> </form> </div> <div data-target="custom-scopes.manageCustomScopesForm"> <div data-target="custom-scopes.list"></div> </div> </div> </scrollable-region> <div data-view-component="true" class="Overlay-footer Overlay-footer--alignEnd Overlay-footer--divided"> <button data-action="click:custom-scopes#customScopesCancel" type="button" data-view-component="true" class="btn"> Cancel </button> <button form="custom-scopes-dialog-form" data-action="click:custom-scopes#customScopesSubmit" data-target="custom-scopes.customScopesSubmitButton" type="submit" data-view-component="true" class="btn-primary btn"> Create saved search </button> </div> </dialog></dialog-helper> </custom-scopes> </div> </qbsearch-input> <div class="position-relative HeaderMenu-link-wrap d-lg-inline-block"> <a href="/login?return_to=https%3A%2F%2Fgithub.com%2Ftopics%2Flightgbm" class="HeaderMenu-link HeaderMenu-link--sign-in HeaderMenu-button flex-shrink-0 no-underline d-none d-lg-inline-flex border border-lg-0 rounded rounded-lg-0 px-2 py-1" style="margin-left: 12px;" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="55f0c05711b37beab56137bfa5bc0cdb4f930517c541a3705932e1cf27107ec8" data-analytics-event="{"category":"Marketing nav","action":"click to go to homepage","label":"ref_page:Marketing;ref_cta:Sign in;ref_loc:Header"}" > Sign in </a> </div> <a href="/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2Ftopics%2Flightgbm&source=header" class="HeaderMenu-link HeaderMenu-link--sign-up HeaderMenu-button flex-shrink-0 d-flex d-lg-inline-flex no-underline border color-border-default rounded px-2 py-1" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"site header menu","repository_id":null,"auth_type":"SIGN_UP","originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="55f0c05711b37beab56137bfa5bc0cdb4f930517c541a3705932e1cf27107ec8" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/lightgbm;ref_cta:Sign up;ref_loc:header logged out"}" > Sign up </a> <button type="button" class="sr-only js-header-menu-focus-trap d-block d-lg-none">Reseting focus</button> </div> </div> </div> </div> </header> <div hidden="hidden" data-view-component="true" class="js-stale-session-flash stale-session-flash flash flash-warn flash-full"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-alert"> <path d="M6.457 1.047c.659-1.234 2.427-1.234 3.086 0l6.082 11.378A1.75 1.75 0 0 1 14.082 15H1.918a1.75 1.75 0 0 1-1.543-2.575Zm1.763.707a.25.25 0 0 0-.44 0L1.698 13.132a.25.25 0 0 0 .22.368h12.164a.25.25 0 0 0 .22-.368Zm.53 3.996v2.5a.75.75 0 0 1-1.5 0v-2.5a.75.75 0 0 1 1.5 0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <span class="js-stale-session-flash-signed-in" hidden>You signed in with another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-signed-out" hidden>You signed out in another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <span class="js-stale-session-flash-switched" hidden>You switched accounts on another tab or window. <a class="Link--inTextBlock" href="">Reload</a> to refresh your session.</span> <button id="icon-button-68d2c1ad-2507-48e1-aaa8-f462b677632a" aria-labelledby="tooltip-d002485b-51af-45de-8c05-12a318be8f26" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible Button--medium flash-close js-flash-close"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x Button-visual"> <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><tool-tip id="tooltip-d002485b-51af-45de-8c05-12a318be8f26" for="icon-button-68d2c1ad-2507-48e1-aaa8-f462b677632a" popover="manual" data-direction="s" data-type="label" data-view-component="true" class="sr-only position-absolute">Dismiss alert</tool-tip> </div> </div> <div id="start-of-content" class="show-on-focus"></div> <div id="js-flash-container" class="flash-container" data-turbo-replace> <template class="js-flash-template"> <div class="flash flash-full {{ className }}"> <div > <button autofocus class="flash-close js-flash-close" type="button" aria-label="Dismiss this message"> <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 aria-atomic="true" role="alert" class="js-flash-alert"> <div>{{ message }}</div> </div> </div> </div> </template> </div> <div class="application-main " data-commit-hovercards-enabled data-discussion-hovercards-enabled data-issue-and-pr-hovercards-enabled data-project-hovercards-enabled > <main> <div class="site-subnav color-bg-default site-subnav-sticky js-sticky" > <nav class="container-lg mx-auto p-responsive" role="navigation" aria-label="Explore navigation"> <div class="d-flex flex-wrap flex-items-center flex-justify-center flex-md-justify-start text-center text-md-left"> <a class="js-selected-navigation-item d-inline-block subnav-primary f5 py-0 py-md-3 mt-2 mt-md-0 mr-0 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EXPLORE","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="0535eb201f617ad8ca91438844316f1efea7fac439916dee5a6ed772ebe381bd" data-selected-links="/explore /explore/email /explore" href="/explore">Explore</a> <a class="js-selected-navigation-item selected d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TOPICS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="87a5c513019079f9f4b5cccb73d86e66d0d666c88593128f68ef2a0433210f37" aria-current="page" data-selected-links="topics_path /topics/lightgbm /topics" href="/topics">Topics</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"TRENDING","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="43643eaaf68435c30798103b71d08130e29eb33181c62b302fc0c44c17f19162" data-selected-links="/trending /trending/developers /trending/developers /trending /trending" href="/trending">Trending</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"COLLECTIONS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="c7391f6b68fd14d231fa091bada2aa3325cd2e7b0e69606cc59aacdbc4185e23" data-selected-links="collections_path /collections/ /collections" href="/collections">Collections</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EVENTS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d9f4e45d9300810b2afd1b9fcffbb7a9b20d1c324526d9747a870cba083270d2" data-selected-links="events_path /events?id= /events" href="/events">Events</a> <a class="js-selected-navigation-item d-inline-block py-2 py-md-3 mr-3 mr-md-4 no-underline subnav-link" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"GITHUB_SPONSORS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="cd50d499c8c11b60b9ee872c0507f82b82711739f133358b1babf887e095ab5c" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> lightgbm </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="lightgbm" data-topic-name="lightgbm">   <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.lightgbm" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d7fc47b0b4732952fde0ecf66d004a630c234bdbb4246da791966e1656e43152" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 885 public repositories matching this topic... </h2> <div class="d-sm-flex"> <details class="details-reset details-overlay mt-2 mr-3 select-menu"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Language:</i> <span data-menu-button>All</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Filter by language</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm" aria-checked="true"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> All <span>885</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=jupyter+notebook" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Jupyter Notebook <span>586</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=python" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Python <span>185</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=html" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> HTML <span>24</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=r" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> R <span>19</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=c%2B%2B" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C++ <span>12</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?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>7</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=c%23" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> C# <span>4</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=css" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> CSS <span>4</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=shell" 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> Shell <span>3</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/lightgbm?l=dockerfile" 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> Dockerfile <span>2</span> </span> </a> </div> </details-menu> </details> <details class="details-reset details-overlay select-menu mt-2"> <summary data-view-component="true" class="select-menu-button btn-sm btn"> <i>Sort:</i> <span data-menu-button >Most stars</span> </summary> <details-menu class="select-menu-modal position-absolute" style="z-index: 99;"> <div class="select-menu-header"> <span class="select-menu-title">Sort options</span> </div> <div class="select-menu-list"> <a class="select-menu-item" role="menuitemradio" aria-checked="true" href="/topics/lightgbm?o=desc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/lightgbm?o=asc&s=stars"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest stars </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/lightgbm?o=desc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/lightgbm?o=asc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/lightgbm?o=desc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" 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framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":83,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="c87f2865df8a813bd4774c5e3a559e6aef4b0a610d4f0918c828c3f6568a8339" title="Topic: microsoft" href="/topics/microsoft" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">microsoft</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" 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data-hydro-click-hmac="8893b24b4d75590669a6569e92f0212540f14cc656a4ecd10576ae6ba98e1735" title="Topic: gbm" href="/topics/gbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61073,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9120,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="27779a5b46a86350d43d65d15f2c11b2ae4f54f208f8bff7ffa627e1331d5774" title="Topic: spark" href="/topics/spark" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">spark</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9151,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="be5fe79febd2da6a8b7600289cfda1f2bc3129e1558eb02c1ac6ad7ff8037660" title="Topic: apache-spark" href="/topics/apache-spark" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">apache-spark</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="6b98d8b7d86640fff25b807245e74b9ad5ba45c3c6a5cd7626a4f974288ffb45" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12641,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="8ed66c50eb1b3c888898ac0f634ef0c5b4026e61feb6d55a4c71deb73c2055d1" title="Topic: azure" href="/topics/azure" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">azure</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21229,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="29ae9619ce72ddd7770745e492cdcb48557c57aca26b3d53e17503002bbd88d0" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":28172,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3a7a9d5ed5cd1333334ac5c93b2d64f509e7ef33a6390960214a005d6d0b06c2" title="Topic: pyspark" href="/topics/pyspark" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pyspark</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":165250,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="dc8d00c22695ebba0b60b516dafb0e8435ba01df705a7799ccfb92f47a109e1b" title="Topic: cognitive-services" href="/topics/cognitive-services" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cognitive-services</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":188965,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="cf9d0b6ad17d5a68dbaff033b3c61c147ffb7893feb3620307071ef6c94662fd" title="Topic: databricks" href="/topics/databricks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">databricks</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":214967,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="2399dca1e001e3063b3f67650e1c97046b8cb32988863dced465593620bacbea" title="Topic: synapse" href="/topics/synapse" data-view-component="true" class="topic-tag topic-tag-link Link f6 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":695599,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="8c9492263c0c37619c7acb67707048b18a8ae818953af8629d36460b514ef235" title="Topic: mljar" href="/topics/mljar" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mljar</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1001230,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="40aa957c17afcb66ebaca1db43cc8a61a73126ed750073af71200c6060124c5a" title="Topic: automl-api" href="/topics/automl-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automl-api</a> <a 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mb-2">statistical-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45164,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="42a68abbb5832b465f858cb1245fe5b6de5a2839516a19475efb7fe8926abca5" title="Topic: xgboost" href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 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0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="bcd8c100fa3d819f24ba80e649dd476fa0d357ade6e3c43d35255b3bef7c2e0f" title="Topic: 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href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22389,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7035de5da3f895145c8b8a25d2dae47c9ba0a4857c0d7a0ab02c8f6cee88d539" title="Topic: pandas" href="/topics/pandas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23301,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3219e8f2cecec0a5b1750d9ad5c8e5b4b2e6e474f15f66baf8500ef364d0e8bf" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45164,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="42a68abbb5832b465f858cb1245fe5b6de5a2839516a19475efb7fe8926abca5" title="Topic: xgboost" href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" 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href="/topics/tree-ensemble" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tree-ensemble</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":226531,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="45b2edd38e76cf3fb43dcf53f51a0e8a2062081e3d134a3638f05605c497bf2e" title="Topic: decision-tree-classifier" href="/topics/decision-tree-classifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decision-tree-classifier</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":374686,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="84a050fc4c79384783ce0afc52285e1784625ed5a2b150fbe6409be98c5f457b" title="Topic: gradient-boosting" href="/topics/gradient-boosting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gradient-boosting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":409904,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="9ac699783a01cee861c458750e56fb53f1178401871f1d9935551b60b36c57bd" title="Topic: classification-trees" href="/topics/classification-trees" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">classification-trees</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":415179,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4cf5240628d00a0d46bacdcd29a74ff5e4efba2de5dd557ff367e6dc30a40879" title="Topic: decision-tree-learning" href="/topics/decision-tree-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decision-tree-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":476053,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="105fde02ce8c1bcfc439d8b81e43392ccf5cdf1e82df5fb5b8170795db5c2e66" title="Topic: decision-tree-model" href="/topics/decision-tree-model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">decision-tree-model</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":530988,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="8d70e5774fd2d73c4be00d966d1319c39bb468387ebfbbe0c32fa7eb31779aa9" title="Topic: classification-model" href="/topics/classification-model" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">classification-model</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":543374,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="a353f292d6128d4cb66e3a454e4062123adb652d11c25afdcc2a8dbf91759d36" title="Topic: catboost" href="/topics/catboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">catboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":885707,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="2dfac48011994480640dc7808635683910ea57441b2cb893965afb4d721a4851" title="Topic: regression-tree" href="/topics/regression-tree" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression-tree</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1012365,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="584f942211e63dc83d093823ebc35c540fc3ae520d15392ca764e6194eb0b66f" title="Topic: machine-learning-research" href="/topics/machine-learning-research" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning-research</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-03-16T21:14:33Z" class="no-wrap">Mar 16, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 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mb-2">tensorflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13856,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7cf017ec6670d641ee2d80805108e3f6b2d2439185713bdf5ab32e380490c01f" title="Topic: scikit-learn" href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17705,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="9d8b702d7d9ec4dd8109b379d5c4d7f02ef3a95b4b62d3e4340e5bb620639b30" title="Topic: keras" href="/topics/keras" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">keras</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24132,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3b5b42cf8205cc9bf01cfb4ef0d9b03cc79f7f032a9c1d5535ee57f042a22c02" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45164,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="42a68abbb5832b465f858cb1245fe5b6de5a2839516a19475efb7fe8926abca5" title="Topic: xgboost" href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45265,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="61a1bc38715985822d1946c7c04d8f6e8e0f9da3c0f4c8f7188d655628557934" title="Topic: hyperparameter-optimization" href="/topics/hyperparameter-optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hyperparameter-optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":74752,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="961c124f0bd5a2866c05457972551903161d7b411ee5cd3caf9fbcaf35f79c88" title="Topic: machine-learning-library" href="/topics/machine-learning-library" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning-library</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84905,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3705c5b624e0b287722f427c24ae40b3222a711f76f1ff47baf0ee4d84b82bc1" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":111114,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b8310865b00aa796e5b5f9d3c45d41cc73a57e1b2e153742fd43b0b8f887ca9b" title="Topic: production-ready" href="/topics/production-ready" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">production-ready</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":128300,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="90a9cb86f529d57b3d30f56529e05d834c440c000f0d1ac53a0c9513a7280c52" title="Topic: feature-engineering" href="/topics/feature-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":224151,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="cb33de656f50edc68558fc09cdb6fb18c6cded6a3dc715e2d9efa92d12d01467" title="Topic: machine-learning-pipelines" href="/topics/machine-learning-pipelines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning-pipelines</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":338438,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b765bd43cdee8474435d0d412cb8c25f1f0382264f2cffe1eb0b5522312d56a1" title="Topic: automl" href="/topics/automl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":374686,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="84a050fc4c79384783ce0afc52285e1784625ed5a2b150fbe6409be98c5f457b" title="Topic: gradient-boosting" href="/topics/gradient-boosting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gradient-boosting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":399395,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d678b3e6c53966e6ecf5ccc2974c0ac5e3e4a3ef714dcfe3fa106bca21429df3" title="Topic: automated-machine-learning" href="/topics/automated-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automated-machine-learning</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2021-02-10T07:52:35Z" class="no-wrap">Feb 10, 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 itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> 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class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":673,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d9b7ff05100684d49aefe2f3193fbff788264a34c9d92cd02db181faa84fb48d" title="Topic: encoding" href="/topics/encoding" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">encoding</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="c5f62c476ec991fe23e13b7a347d1e8e57738d1de170b0ae02cd7e2308d93ff0" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4f3bf5856f6eeae504fb883bd4d80724382346b617a8cb9b012e2049764f44f9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9290,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="6b98d8b7d86640fff25b807245e74b9ad5ba45c3c6a5cd7626a4f974288ffb45" title="Topic: deep-learning" href="/topics/deep-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deep-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9684,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1e94dc6840ba537a921e7ac5a76fd8317ed6a8dc5fe19df3e1a8f0ef799a950b" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12779,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="0ec4a78ca2a35ce42c5486c039d6f5e108d70c00b4d26a5b29e365f037d2caf9" title="Topic: optimization" href="/topics/optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17705,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="9d8b702d7d9ec4dd8109b379d5c4d7f02ef3a95b4b62d3e4340e5bb620639b30" title="Topic: keras" href="/topics/keras" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">keras</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21346,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d5512dfb91bac55cadbef2a633cfbfe09e8ca6c59cda0a27e62461248615f640" title="Topic: regression" href="/topics/regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">regression</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22189,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b7becd98a75d5ea797b4df69e560ac3af67a075527721bb4721d929d036f3d4c" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23535,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="92f7bcb2626bdd8318cea4e88e3628c66e2324e4f3730411087ace0a0a155e7f" title="Topic: distributed" href="/topics/distributed" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distributed</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23929,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="a004b653f71aeda4cd2dab8c892c22db3e2100ec5596a508275d23866fc2786d" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45164,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="42a68abbb5832b465f858cb1245fe5b6de5a2839516a19475efb7fe8926abca5" title="Topic: xgboost" href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45597,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="90173cb33318ae093f6c2ef8b5809c9ec31f83143fc47adcb62aa8840e248757" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":123893,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="ac7edf0515cdefe219eaaf3f4e9b364513931eabd4855aed3d71ee36bfc8beef" title="Topic: preprocessing" href="/topics/preprocessing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">preprocessing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":127274,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b20bcf87999243101d954c4dc8f4889d7d61eef47335a011c2d9759ab6f51f77" title="Topic: drift" href="/topics/drift" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">drift</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":338438,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b765bd43cdee8474435d0d412cb8c25f1f0382264f2cffe1eb0b5522312d56a1" title="Topic: automl" href="/topics/automl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":358925,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7544648c92935741b94fc31449ea9ba8dc030506f9294fc1cd613d565d077447" title="Topic: stacking" href="/topics/stacking" 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title="Topic: auto-ml" href="/topics/auto-ml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">auto-ml</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="2023-08-06T18:20:04Z" class="no-wrap">Aug 6, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":337705968,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="acc81824d5f3711f20d522e76966a96a913e367c02e699e89d8df896e4269827" 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<a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="bcd8c100fa3d819f24ba80e649dd476fa0d357ade6e3c43d35255b3bef7c2e0f" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="c5f62c476ec991fe23e13b7a347d1e8e57738d1de170b0ae02cd7e2308d93ff0" title="Topic: data-science" href="/topics/data-science" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-science</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4f3bf5856f6eeae504fb883bd4d80724382346b617a8cb9b012e2049764f44f9" title="Topic: machine-learning" href="/topics/machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9377,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="e2f6525126c93dd6085064ce837f0133a269e8a454bc2ea331cd4f821ddd9f42" title="Topic: time-series" href="/topics/time-series" data-view-component="true" class="topic-tag topic-tag-link Link f6 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mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45229,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7b17aa7d834857d247b0a8efb602f52da361d5570548c96eac9cebb59f378afb" title="Topic: forecasting" href="/topics/forecasting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forecasting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":133318,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b7bcd86f7fda8f3ae955f2755f9964954354154fe019171f44d1a9d7a809e549" title="Topic: arima" href="/topics/arima" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">arima</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":316835,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4315850c09f1da73c0b0e169ee19ca5995c5c619330bb5abc26559783fa8ddef" title="Topic: lstm-neural-networks" href="/topics/lstm-neural-networks" data-view-component="true" class="topic-tag topic-tag-link Link f6 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</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="2025-02-13T01:17:53Z" class="no-wrap">Feb 13, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> 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mb-2">machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9009,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3b159fafa67959f0cb49b6e2e8882a64c3a8461b2cbcc62502dfd4f928f9b1a5" title="Topic: big-data" href="/topics/big-data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">big-data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9116,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="8d48e93856d630bf1f25f89e5095608c1f6d2c0b504ad13e9913af2fb2e49be7" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12734,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b48c347cbc3b4d5a86b8e709d0d179d49d2056083528511695ddbaf8732977aa" title="Topic: tensorflow" href="/topics/tensorflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tensorflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23301,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3219e8f2cecec0a5b1750d9ad5c8e5b4b2e6e474f15f66baf8500ef364d0e8bf" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":24132,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3b5b42cf8205cc9bf01cfb4ef0d9b03cc79f7f032a9c1d5535ee57f042a22c02" title="Topic: artificial-intelligence" href="/topics/artificial-intelligence" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">artificial-intelligence</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":44067,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="2bcc9c314fbc6957abe6eb35ae62f917069c0831b1e5f37050647b986d823fab" title="Topic: model-selection" href="/topics/model-selection" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model-selection</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":75136,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7d4e14ed6ea11b12f7b285ebe978f680433a4068c0ecc31e1d706227c8240126" title="Topic: resnet" href="/topics/resnet" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">resnet</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84905,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3705c5b624e0b287722f427c24ae40b3222a711f76f1ff47baf0ee4d84b82bc1" 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="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":128300,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="90a9cb86f529d57b3d30f56529e05d834c440c000f0d1ac53a0c9513a7280c52" title="Topic: feature-engineering" href="/topics/feature-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":187965,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="3efdc40cb3c7ec3fb028c3cca25545ba5b07ddc61c25661c6a83313070b0935f" title="Topic: nas" href="/topics/nas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">nas</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":317250,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="bf36d31177bbd63e0063dda42f54523a350a2b9ff2998ac39446f4267f943a58" title="Topic: multi-label" href="/topics/multi-label" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">multi-label</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":338438,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b765bd43cdee8474435d0d412cb8c25f1f0382264f2cffe1eb0b5522312d56a1" title="Topic: automl" href="/topics/automl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":399395,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d678b3e6c53966e6ecf5ccc2974c0ac5e3e4a3ef714dcfe3fa106bca21429df3" title="Topic: automated-machine-learning" href="/topics/automated-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">automated-machine-learning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":848113,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b998080e49ba419c7526aca455cd431f3db2d50634f4dabd43439117368c5fac" title="Topic: autodl" href="/topics/autodl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autodl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1043825,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="88e08de4acd8af3a7e19bf13fcf76fd6a5abecbe6cf953623f9b5be5515d6d10" title="Topic: autodl-challenge" href="/topics/autodl-challenge" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">autodl-challenge</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1241705,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="340adadb0e46275ff123a3f1d569ae3a2d9c9c8f51f12e8124a207e98d040b5d" title="Topic: full-automl" href="/topics/full-automl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">full-automl</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-09-23T22:40:53Z" class="no-wrap">Sep 23, 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 itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":27361,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="135c29469f34cd1662740af5dc223fb966834d7fa64ae47f108bc815e75483fb" title="Topic: spacy" href="/topics/spacy" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">spacy</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a 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</nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Scalable machine 🤖 learning for time series forecasting.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="bcd8c100fa3d819f24ba80e649dd476fa0d357ade6e3c43d35255b3bef7c2e0f" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a 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<a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45229,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7b17aa7d834857d247b0a8efb602f52da361d5570548c96eac9cebb59f378afb" title="Topic: forecasting" href="/topics/forecasting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">forecasting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119700,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1ac1e0cc161a9e23ae29a158503c93b8882f1c80eff231938bbcea6e3d491163" title="Topic: dask" href="/topics/dask" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dask</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="2025-03-17T09:12:54Z" class="no-wrap">Mar 17, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div 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href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45265,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="61a1bc38715985822d1946c7c04d8f6e8e0f9da3c0f4c8f7188d655628557934" title="Topic: hyperparameter-optimization" href="/topics/hyperparameter-optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hyperparameter-optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":60354,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" 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topic-tag-link Link f6 mb-2">rgf</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="2021-01-20T03:52:41Z" class="no-wrap">Jan 20, 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 itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_IMAGE","actor_id":null,"record_id":191316757,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="ec0068a5d71d4dc2af5b81972293774ba4548b5e10439d9f7eba538b8952af8e" data-turbo="false" style="max-height:275px" href="/elastic/eland" data-view-component="true" 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13856,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7cf017ec6670d641ee2d80805108e3f6b2d2439185713bdf5ab32e380490c01f" title="Topic: scikit-learn" href="/topics/scikit-learn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scikit-learn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22389,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="7035de5da3f895145c8b8a25d2dae47c9ba0a4857c0d7a0ab02c8f6cee88d539" title="Topic: pandas" href="/topics/pandas" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pandas</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61115,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4e9d4031e2f59ca7921036d44496e0dce35a1351a1287f14e7fa0465d24e1769" title="Topic: data-analysis" href="/topics/data-analysis" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-analysis</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":150481,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="d1e77e410982c47e54f71a5bad10b9ff16808359a5f8f7fb797c9cf68e1683ef" title="Topic: dataframe" href="/topics/dataframe" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dataframe</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":171652,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="ebd412a252042fb49bb94e381b1c3998e02f6bc75dc4620b16a4e4355c2d9013" title="Topic: dataframes" href="/topics/dataframes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dataframes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":601085,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="ee276f2aadb1512f733a3e501a1ad319baa5ca550a13c4f26e0ce9e0559f286b" title="Topic: time-series-forecasting" href="/topics/time-series-forecasting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">time-series-forecasting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":774956,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="b17278a2a1322bed3c7bb652726b62a5ff52fd09ed9d5b46ae3dd56677bed773" title="Topic: eland" href="/topics/eland" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">eland</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="2025-03-21T14:24:09Z" class="no-wrap">Mar 21, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 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data-hydro-click-hmac="cf0297ba4d6fc1ed453c4f61cb52184175559d6b6286eac6ce6114c83a1241b4" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-issue-opened color-fg-muted"> <path d="M8 9.5a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path><path d="M8 0a8 8 0 1 1 0 16A8 8 0 0 1 8 0ZM1.5 8a6.5 6.5 0 1 0 13 0 6.5 6.5 0 0 0-13 0Z"></path> </svg> Issues </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="pull-requests-tab-136629859" href="/HuangCongQing/AI_competitions/pulls" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_PULL_REQUESTS","click_visual_representation":"PULL_REQUESTS_TAB","actor_id":null,"record_id":136629859,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="4eca80187b9ff2eaf358af2760ff57b8119d6a726865c8393de03aafdcbd07f5" 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" >AI比赛相关信息汇总</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9116,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="8d48e93856d630bf1f25f89e5095608c1f6d2c0b504ad13e9913af2fb2e49be7" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13859,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="df622ae4bfd42da9f52a41d5fa2af0176fc222e1ac07a8f0279502f733717604" title="Topic: sklearn" href="/topics/sklearn" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sklearn</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22062,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="86b6a45f188959c7fe384620acdb24208bae0a7e4e07ddf4f783a4bda4737875" title="Topic: logistic" href="/topics/logistic" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">logistic</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45164,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="42a68abbb5832b465f858cb1245fe5b6de5a2839516a19475efb7fe8926abca5" title="Topic: xgboost" href="/topics/xgboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">xgboost</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61064,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1256d1385a1f8906d616d1a5d51161c074af4f766aac93109ddec45bf1c4302d" title="Topic: lightgbm" href="/topics/lightgbm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lightgbm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":75120,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="abccd42b9686595242439bdfbb41e1c6fb3b6886da52f8d4f815d532cc761839" title="Topic: matplotlib" href="/topics/matplotlib" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">matplotlib</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":171933,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="86fe3049e4a016d8b5c77fbf6f8f4f8886f008a43bbb198d0f630fbda2eefb97" title="Topic: competitions" href="/topics/competitions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">competitions</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":356029,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="5a1bcd8caea50c8ea50d0f2a1b10fc7b57f18f53f3c21ea854af3ee4b2c4e39e" title="Topic: agg" href="/topics/agg" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">agg</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":443902,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="1e793cb5758b0e05c580634f028d1c879400b3ab10245903064ef4033be55c4b" title="Topic: sklearn-classify" href="/topics/sklearn-classify" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sklearn-classify</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":543374,"originating_url":"https://github.com/topics/lightgbm","user_id":null}}" data-hydro-click-hmac="a353f292d6128d4cb66e3a454e4062123adb652d11c25afdcc2a8dbf91759d36" title="Topic: catboost" href="/topics/catboost" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">catboost</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="2023-01-26T12:28:15Z" class="no-wrap">Jan 26, 2023</relative-time> </li> </ul> </div> </div> </article> </option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/lightgbm" accept-charset="UTF-8" method="get"> <input name="page" type="hidden" value="2"> <button type="submit" class="ajax-pagination-btn btn color-border-default f6 mt-0 width-full" data-disable-with="Loading more..." > Load more… </button> </form> </div> <div class="col-md-4 col-lg-3"> <div class="mb-6"> <h2 class="h4 mb-2"> Improve this page </h2> <p class="color-fg-muted"> Add a description, image, and links to the <span class="text-bold">lightgbm</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-lightgbm" data-ga-click="Explore, add description, text:add description" > Curate this topic <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-right ml-1"> <path d="M6.22 3.22a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L9.94 8 6.22 4.28a.75.75 0 0 1 0-1.06Z"></path> </svg> </a> </p> </div> <div class="mb-6"> <h2 class="h4 mb-2"> Add this topic to your repo </h2> <p class="color-fg-muted"> To associate your repository with the <span class="text-bold">lightgbm</span> topic, visit your repo's landing page and select "manage topics." </p> <p> <a href="https://docs.github.com/en/articles/classifying-your-repository-with-topics"> Learn more <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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