kubeflow · GitHub Topics

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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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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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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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data-view-component="true" class="octicon octicon-alert-fill"> <path d="M4.855.708c.5-.896 1.79-.896 2.29 0l4.675 8.351a1.312 1.312 0 0 1-1.146 1.954H1.33A1.313 1.313 0 0 1 .183 9.058ZM7 7V3H5v4Zm-1 3a1 1 0 1 0 0-2 1 1 0 0 0 0 2Z"></path> </svg> </span> <span></span> </div> </div> <div data-target="query-builder.screenReaderFeedback" aria-live="polite" aria-atomic="true" class="sr-only"></div> </query-builder></form> <div class="d-flex flex-row color-fg-muted px-3 text-small color-bg-default search-feedback-prompt"> <a target="_blank" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax" data-view-component="true" class="Link color-fg-accent text-normal ml-2">Search syntax tips</a> <div class="d-flex flex-1"></div> </div> </div> </div> </div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div 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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> </div> </div> <scrollable-region data-labelled-by="feedback-dialog-title"> <div data-view-component="true" class="Overlay-body"> </option></form><form id="code-search-feedback-form" data-turbo="false" action="/search/feedback" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="lzN1BD9zNIjzx10LN8pxHOYQg/ndloD1BGEoP9IkTu0wjQ/OmnvmqC26ztKuO2LKRu4/vcel9BRstN4Unq9UkA==" /> <p>We read every piece of feedback, and take your input very seriously.</p> <textarea name="feedback" class="form-control width-full mb-2" style="height: 120px" id="feedback"></textarea> <input name="include_email" id="include_email" aria-label="Include my email address so I 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" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header Overlay-header--divided"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="custom-scopes-dialog-title"> Saved searches </h1> <h2 id="custom-scopes-dialog-description" class="Overlay-description">Use saved searches to filter your results more quickly</h2> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="custom-scopes-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><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 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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="uTVIlvO2cnOK3agRu0C0LeN4inUWXEiP4O2rStMbTl4UIp8UaAs2oijHpJvO1uHLGXdc0CbnzIGa0/om8wLcHQ==" /> </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%2Fkubeflow" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="e9ce126edbf657ef1cdfca39cb1c152e8ead57828b5ba625435a3fd86952c0b4" 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%2Fkubeflow&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/kubeflow","user_id":null}}" data-hydro-click-hmac="e9ce126edbf657ef1cdfca39cb1c152e8ead57828b5ba625435a3fd86952c0b4" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/kubeflow;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-8c63a5aa-60aa-4b19-89ea-2bda2f28999c" aria-labelledby="tooltip-cfd7e36a-c99a-49a0-9b71-8548f178d5a8" type="button" data-view-component="true" class="Button Button--iconOnly Button--invisible 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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/kubeflow","user_id":null}}" data-hydro-click-hmac="4b5f7caf2c971ff1acd037904a42fa5a5ccde4d098bbfb4e34ec353b29f1c7c4" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="3b8d41f9987b88bb444de55d34a4c761028a56ebe3bae9ad2b0a33d95647c590" aria-current="page" data-selected-links="topics_path /topics/kubeflow /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/kubeflow","user_id":null}}" data-hydro-click-hmac="2e7ef09a0c3df399b95dd495d994e7b1f043f8117fa62e8f8fa1b5dd8377f225" data-selected-links="/trending 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"NAVIGATION_BAR","click_target":"EVENTS","click_visual_representation":"CLICK_VISUAL_REPRESENTATION_UNKNOWN","actor_id":null,"record_id":null,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="8745e6979cd2b005150208e7a90602cb255eacdd720cf5f2fd9628146b597c10" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="f6f3a8fde3aa1bcb4448648b625f6b651d3bc9556fd54a9c758b0de02302e115" data-selected-links="sponsors_explore_index_path 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</div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 300 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/kubeflow" 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>300</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?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>101</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?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>52</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?l=go" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> Go <span>25</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?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>22</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?l=javascript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> JavaScript <span>9</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?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>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?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>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?l=typescript" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> TypeScript <span>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?l=jsonnet" 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> Jsonnet <span>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/kubeflow?l=hcl" 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> HCL <span>5</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/kubeflow?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/kubeflow?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/kubeflow?o=desc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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data-hydro-click="{"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/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":9116,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="8b56957ff6ed10a4190a1e3c689257a51027a890551b762a5c453f8f4a9e12d2" title="Topic: ai" href="/topics/ai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ai</a> <a 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12734,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="952107663951d3a25d8566b96a81388e98e1e929cd3a62b8c894d033e143f614" 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":12743,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="9fa5c04abea57c2bb51bb4923b17d32d95f95c22691a0dc0c7a8bdd42ee815a6" title="Topic: gpu" href="/topics/gpu" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpu</a> <a 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23301,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="6834dc0e3543ee4bc5d90ee5c9d2e845121a0f468354d56314e1f35a557b0ebd" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="1ad82bd156435de4386c974e0f1808ccd7d725ddddce4502e560fc06c5355ac5" 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":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":657167,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7680769741c0667283f4b9fd885109b8204dfe4e0c0c1d5cb7a66928596e70b3" title="Topic: tfx" href="/topics/tfx" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tfx</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1033858,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="f7393b3a87b3ea4f94f8e3e508df8390acab6bd56bdf019b59fa0f0a9dd98f4a" title="Topic: pipelineai" href="/topics/pipelineai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pipelineai</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-04-17T22:09:12Z" class="no-wrap">Apr 17, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #0064bd"></span> <span itemprop="programmingLanguage">Jsonnet</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle 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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" >cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，标注平台，自动化标注，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式，deepseek训练推理</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1297018,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e3d4146c547a16685f390104a4ccb0c27f50dabdd052d6bba4bf77029053af46" title="Topic: aihub" href="/topics/aihub" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aihub</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1880194,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3e51e80f3626142fa4795bb6d1d1129dadff2a47f46819135ce3d27abacbcdb4" title="Topic: llmops" href="/topics/llmops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llmops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2594233,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="05a45250b0438f056aa7bb3c97e67ef24b665d6ad42cd29033ff31efbad5e907" title="Topic: deepseek" href="/topics/deepseek" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">deepseek</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="2025-03-22T02:33:55Z" class="no-wrap">Mar 22, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div 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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":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":12734,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="952107663951d3a25d8566b96a81388e98e1e929cd3a62b8c894d033e143f614" 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":13859,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1395b4a243d5e1f40255d91ad040c078d15248c833556d86aea2a5555153a4c6" 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":23301,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="6834dc0e3543ee4bc5d90ee5c9d2e845121a0f468354d56314e1f35a557b0ebd" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="1ad82bd156435de4386c974e0f1808ccd7d725ddddce4502e560fc06c5355ac5" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="d45c5daf17243feb85c3408ae0d624502897a26d9aa90ab6db7bd59969c0d026" 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":72836,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e63a0fb0816b0270cda92f011f9cb4fce7e9a44de5481b4939e4a93bf0550896" title="Topic: k8s" href="/topics/k8s" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k8s</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":179509,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e97ebde001105f96115fdf49c78cd1e8c025bdbf2ed134f772414a62d20d6a5a" title="Topic: service-mesh" href="/topics/service-mesh" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">service-mesh</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":196454,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e2b0d98b6b758795a21f8fdd6df92d8b3ff83f22faf506aa0ed3288b325ba4a7" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":420062,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7c817b982f403ee9879598c9a601334367e052f81a01f206734719329358f8d6" title="Topic: istio" href="/topics/istio" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">istio</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":451494,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a57dcb703130127466707d5721a6c8168b265298aeee53f6e5a2f7565240a6b4" title="Topic: model-serving" href="/topics/model-serving" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model-serving</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":811452,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="8f1e518c2e2be73a73fe4f26b73f211ebbcc022c29cd9b9e51784db0ffb1a34e" title="Topic: knative" href="/topics/knative" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knative</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":903107,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ee74c19cbcf6315498d78a881beb90967ea74e5b1d32f79477933f1469eba186" title="Topic: model-interpretability" href="/topics/model-interpretability" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model-interpretability</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1598819,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="aa86cd15a8dda07b1c55bae471edb8582cab238039468e3b877ddd356236ced6" title="Topic: kserve" href="/topics/kserve" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kserve</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1977598,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e729c7467ecdc4610e3dc92281e6de53c906d177399e417832497f4c250c4604" title="Topic: genai" href="/topics/genai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">genai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1983559,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="188914dc0932309e05bca6cdf801ab052f47da0d8a6343a513ec734bb2932e0a" title="Topic: llm-inference" href="/topics/llm-inference" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm-inference</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-05T17:50:23Z" class="no-wrap">Apr 5, 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 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":33164907,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a808dc97908752fc155b71c194c6486d562ab7dbffa8a875c8ac047a774ea1e8" data-turbo="false" href="/kubeflow" data-view-component="true" class="Link">kubeflow</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":133100880,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2f9580fae8f22cb9c33991bd196fc17f5399e75180d23e9eecafa345ebe5c5dd" data-turbo="false" href="/kubeflow/pipelines" data-view-component="true" class="Link text-bold wb-break-word">pipelines</a> </h3> </div> <div class="d-flex 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11.543V10h-.25A1.75 1.75 0 0 1 0 8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Machine Learning Pipelines for Kubeflow</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":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2b12e511c2f5d911cf52fbe7a3a1dc3a16051e2f5c6a957a1878440e7714aa99" 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 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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":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":952398,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7939af7e7394a71d25e1f940c200cf573eafbdd0c38a543621e7a8eb53f114a0" title="Topic: kubeflow-pipelines" href="/topics/kubeflow-pipelines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow-pipelines</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-04T16:15:35Z" class="no-wrap">Apr 4, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="033f34ab774c3b7f9bc06457c9a993acc6583938747089959200fb2f6f63a054" 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":281,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="45683b4acfce1a1f011be8818bb768e024f5cb2f231f610eae287eb0dd43578e" title="Topic: docker" href="/topics/docker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":2248,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="6f9058faf832b0506e6e12ebc81dc9cca7205b0741517030b8e90c68c59837fe" title="Topic: airflow" href="/topics/airflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">airflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9089,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="802fc93fa91b45fb5466b50dd26896517ac37ffe083d66a60a38980666ba59ce" title="Topic: binder" href="/topics/binder" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">binder</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="8b56957ff6ed10a4190a1e3c689257a51027a890551b762a5c453f8f4a9e12d2" 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":12000,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3e8510e046a4ae436f41aa1ab334ecfc3adab4f8c7cf70a9dd834e2e5b51539f" title="Topic: anaconda" href="/topics/anaconda" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">anaconda</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":14153,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="435b6e266ddb11fa1aa0559f587d28ebb9345d22595c7892d2f87405f63aea81" title="Topic: pypi" href="/topics/pypi" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pypi</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21325,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7a3d2f7b75d84715c5a65fadf1f2d9550d4e96421adfd51b13eb28e44f9e001b" title="Topic: pipelines" href="/topics/pipelines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">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":73685,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="d8c06268a3305cf62706cd9bbdea85f38a0c20e543d5d7d6c15e1066cccaf323" title="Topic: jupyterlab" href="/topics/jupyterlab" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyterlab</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119050,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="60a1c90a4f5355c5b03051ee3bce6209ef4415063d691347096c64b752ba3285" title="Topic: notebooks" href="/topics/notebooks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notebooks</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":196454,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e2b0d98b6b758795a21f8fdd6df92d8b3ff83f22faf506aa0ed3288b325ba4a7" title="Topic: hacktoberfest" href="/topics/hacktoberfest" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hacktoberfest</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":443496,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3392d99ed5ac37f4222393360f49a095653bebe8ac7f751d8e8842b4d3e4ce50" title="Topic: apache-airflow" href="/topics/apache-airflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">apache-airflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":533314,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="5539bcdee4d6af0f23f050bc76caa3bcd640127765af6f850a634c6d56372a60" title="Topic: jupyterlab-extensions" href="/topics/jupyterlab-extensions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyterlab-extensions</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":672322,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="86cf789e675de088dab3941ee11fb46637a5a8feadd0b9ca6a811a56a860b363" title="Topic: jupyterlab-extension" href="/topics/jupyterlab-extension" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyterlab-extension</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":673419,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="13ad4188abed491fc2659a2d2aac71ea3ec7a416e60f2a8e8b4959daab7259b7" title="Topic: notebook-jupyter" href="/topics/notebook-jupyter" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">notebook-jupyter</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":952398,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7939af7e7394a71d25e1f940c200cf573eafbdd0c38a543621e7a8eb53f114a0" title="Topic: kubeflow-pipelines" href="/topics/kubeflow-pipelines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow-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":1231312,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="d8503aee814124282a53267a385add2cab2ea6766fc6a61c4dfbb2b518e3ac43" title="Topic: elyra" href="/topics/elyra" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">elyra</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1369563,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="0d4be1932997bb9dfc39ca6f31ae79894b80cddd6a1ed2561928a47965fdcf5a" title="Topic: jupyterlab-notebooks" href="/topics/jupyterlab-notebooks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">jupyterlab-notebooks</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-01T16:25:15Z" class="no-wrap">Apr 1, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span 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 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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":84,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="033f34ab774c3b7f9bc06457c9a993acc6583938747089959200fb2f6f63a054" title="Topic: python" href="/topics/python" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">python</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":9116,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="8b56957ff6ed10a4190a1e3c689257a51027a890551b762a5c453f8f4a9e12d2" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="952107663951d3a25d8566b96a81388e98e1e929cd3a62b8c894d033e143f614" 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":12743,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="9fa5c04abea57c2bb51bb4923b17d32d95f95c22691a0dc0c7a8bdd42ee815a6" title="Topic: gpu" href="/topics/gpu" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gpu</a> <a 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class="topic-tag topic-tag-link Link f6 mb-2">neural-architecture-search</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":664745,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="faa12a5983c8cefc7e05daf5cada768513ec448cc05cbec50c4d82e73f0d14a8" title="Topic: jax" href="/topics/jax" data-view-component="true" 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href="/couler-proj/couler/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":288523518,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3b9c1882b1d41bbe6f0a4e7161a200af88ebd699c115da6c97b63e18553e04f7" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":13183,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a23ce0eeffa9d0ed327ab6a9fb51b69cf90da23e8e3f16011686319738677d38" title="Topic: workflow-engine" href="/topics/workflow-engine" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">workflow-engine</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13247,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4971ea9ddf35bf1b57d4329008caf96cbe7deef11cf4510d8044733f660f0040" title="Topic: scheduler" href="/topics/scheduler" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">scheduler</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":17615,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="157001270ce6cffdc0ac93998c4aa714f6a9d654ab4b0a622b9e5bc8fc9118e7" title="Topic: distributed-computing" href="/topics/distributed-computing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distributed-computing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":73480,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ea3c0c7acc7ec47d7707311a11f258f5676f73e9b83f5a887f97cf3c034dbaa0" title="Topic: cloud-native" href="/topics/cloud-native" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cloud-native</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":187944,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="f7e7f2cf2bdd8ad17809a0a6a86a03ac91ab7c5d35acf25bc2e39c0bb92f55ff" title="Topic: workflow-management" href="/topics/workflow-management" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">workflow-management</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":189252,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="0d8183838a4fb513eb760cd155d9123b40655aeea04535efeb1078fb87ea42e6" title="Topic: unified-interface" href="/topics/unified-interface" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unified-interface</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":328313,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="acd7ed1b721e67dbb00d425a35e4737e2d1e6ca5f7344962ab629161c5030c30" title="Topic: workflow-automation" href="/topics/workflow-automation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">workflow-automation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":405745,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="0da55532fec2c3ba15b38fa8524af0cf8f9df99c95192a71f784015a7d851a1f" title="Topic: unified-api" href="/topics/unified-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">unified-api</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":443496,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3392d99ed5ac37f4222393360f49a095653bebe8ac7f751d8e8842b4d3e4ce50" title="Topic: apache-airflow" href="/topics/apache-airflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">apache-airflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1068669,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="dad77ab56d94169b02cf98ffee8ce01f4ea09dc85241530678b26f6399434c8f" title="Topic: argo-workflows" href="/topics/argo-workflows" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">argo-workflows</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1081071,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="37009d9288ce010b42a8a14b91c554f71284cd1cc547d89629be5fdbbefaa292" title="Topic: tekton-pipelines" href="/topics/tekton-pipelines" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">tekton-pipelines</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-10-08T03:31:54Z" class="no-wrap">Oct 8, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":33164907,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a808dc97908752fc155b71c194c6486d562ab7dbffa8a875c8ac047a774ea1e8" data-turbo="false" href="/kubeflow" data-view-component="true" class="Link">kubeflow</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":142853225,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="dd52152e52a49ee5f460d00fc049540bd98b96568b34ad4819be8f463826c1cf" data-turbo="false" href="/kubeflow/arena" data-view-component="true" class="Link text-bold wb-break-word">arena</a> </h3> </div> <div class="d-flex 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data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"CODE_TAB","actor_id":null,"record_id":142853225,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2d751797f000cfc6f765bcd6c9367260df98368f6dc54a76da868a916546f25d" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-142853225" href="/kubeflow/arena/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":142853225,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1f9735222155df9c946a57fc7e96f7618d27526a2f5aa4712e62711479d6315d" 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-142853225" href="/kubeflow/arena/pulls" 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0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A CLI for Kubeflow. </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":281,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="45683b4acfce1a1f011be8818bb768e024f5cb2f231f610eae287eb0dd43578e" title="Topic: docker" href="/topics/docker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker</a> <a 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class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-03T07:31:34Z" class="no-wrap">Apr 3, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #00ADD8"></span> <span itemprop="programmingLanguage">Go</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 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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" >DoEKS is a tool to build, deploy and scale Data & ML Platforms on Amazon EKS</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":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9120,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="04b64f596229f561f5f9e133450785a44f8614a6d9a773ccfede4f3560b5e8ce" 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":13144,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e1f50a96a576df117b3709702332e71ebc279d1ca8376115bda1bf13be2e005c" title="Topic: terraform" href="/topics/terraform" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">terraform</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="aedac926427db42dd8e1d7ff7ccb5b83904d3070905df5f1c6570ad38e6f067f" title="Topic: ml" href="/topics/ml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">ml</a> <a 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class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2025-04-05T01:28:38Z" class="no-wrap">Apr 5, 2025</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #844FBA"></span> <span itemprop="programmingLanguage">HCL</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":52384265,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="9d9d3bed72e7b9c5b72ee482032c15c852c13e07284cabfd5285ca2dfc6a0a2a" data-turbo="false" href="/kubeflow-kale" data-view-component="true" class="Link">kubeflow-kale</a> / <a 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data-view-component="true" class="octicon octicon-code color-fg-default"> <path d="m11.28 3.22 4.25 4.25a.75.75 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.275-.326.749.749 0 0 1 .215-.734L13.94 8l-3.72-3.72a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215Zm-6.56 0a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042L2.06 8l3.72 3.72a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L.47 8.53a.75.75 0 0 1 0-1.06Z"></path> </svg> Code </a></li> <li data-view-component="true" class="d-inline-flex"> <a id="issues-tab-167412097" href="/kubeflow-kale/kale/issues" data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY_ISSUES","click_visual_representation":"ISSUES_TAB","actor_id":null,"record_id":167412097,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2cc2d6c6cc652bec112511c83f7ca01474c6e8352dc72e8bec04c8004b8b51f5" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 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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" >Kubeflow’s superfood for Data Scientists</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":17794,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="f1147517f1db711e547b32440dcca05fb5467fc440c39b49ea93182d8dcfeb53" title="Topic: jupyter-notebook" href="/topics/jupyter-notebook" data-view-component="true" class="topic-tag topic-tag-link Link f6 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topic-tag-link Link f6 mb-2">kubeflow-pipelines</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="2023-01-06T03:22:37Z" class="no-wrap">Jan 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"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 class="f3 color-fg-muted text-normal lh-condensed" > <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"OWNER","click_visual_representation":"REPOSITORY_OWNER_HEADING","actor_id":null,"record_id":33164907,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a808dc97908752fc155b71c194c6486d562ab7dbffa8a875c8ac047a774ea1e8" data-turbo="false" href="/kubeflow" data-view-component="true" class="Link">kubeflow</a> / <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":134986009,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="fa916c914bea2ac1442c67696296cf5b5a4ca3f2ea33af803e6d7ad0d575b5e9" data-turbo="false" href="/kubeflow/mpi-operator" data-view-component="true" class="Link text-bold wb-break-word">mpi-operator</a> </h3> </div> <div class="d-flex flex-items-center"> <div data-view-component="true" class="BtnGroup d-flex"> <a href="/login?return_to=%2Fkubeflow%2Fmpi-operator" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":134986009,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ef52de69948ba662b87ad65b6fcb50e8e56775b41693e1dfe46463df524ff7d6" 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data-hydro-click-hmac="fdfa6ab6075a5d64c7f6f789d0c8f946e29fedd8210c3fad73d97d886c2b1f3f" title="Topic: distributed-systems" href="/topics/distributed-systems" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distributed-systems</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2129,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2b12e511c2f5d911cf52fbe7a3a1dc3a16051e2f5c6a957a1878440e7714aa99" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":12251,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="74608fda8469cc27e8a1409f1710cdcaf5fd1f6d8f8d0574e64b8fa3d09b16c7" title="Topic: book" href="/topics/book" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">book</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="952107663951d3a25d8566b96a81388e98e1e929cd3a62b8c894d033e143f614" 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":45641,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a4c9782abf53c58a4081411f9bb959cf9974e0022038f5759d2669490aafba8b" title="Topic: cloud-computing" href="/topics/cloud-computing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cloud-computing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":61429,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1420f904ab06795b67780ebf7a525159fda715aab5ae541a607c4ebf6f111ce0" title="Topic: argo" href="/topics/argo" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">argo</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":73480,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ea3c0c7acc7ec47d7707311a11f258f5676f73e9b83f5a887f97cf3c034dbaa0" title="Topic: cloud-native" href="/topics/cloud-native" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cloud-native</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="936a5e678fe6b9b0278c3987cd58e12510012c83d1f8056cc93530729c919b9b" 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":503217,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="34a306e8a127dfd1c55e676b53fb7893b093bdd256e48fadfdcb56cd4fdea0a9" title="Topic: distributed-machine-learning" href="/topics/distributed-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">distributed-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":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":978116,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e0686db029cd62e46bc78349678645fceb79b0cbba9120dfd304443076def98d" title="Topic: large-scale-machine-learning" href="/topics/large-scale-machine-learning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">large-scale-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":1068669,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="dad77ab56d94169b02cf98ffee8ce01f4ea09dc85241530678b26f6399434c8f" title="Topic: argo-workflows" href="/topics/argo-workflows" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">argo-workflows</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1140569,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="9ca62be3ccfd7146fb5757087800157100e28b8a36d8bf46b23fc5705451d5a8" title="Topic: manning-publications" href="/topics/manning-publications" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">manning-publications</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="2025-02-21T21:11:52Z" class="no-wrap">Feb 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 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z"></path> </svg> </span> <h3 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8.25v-5.5C0 1.784.784 1 1.75 1ZM1.5 2.75v5.5c0 .138.112.25.25.25h1a.75.75 0 0 1 .75.75v2.19l2.72-2.72a.749.749 0 0 1 .53-.22h3.5a.25.25 0 0 0 .25-.25v-5.5a.25.25 0 0 0-.25-.25h-8.5a.25.25 0 0 0-.25.25Zm13 2a.25.25 0 0 0-.25-.25h-.5a.75.75 0 0 1 0-1.5h.5c.966 0 1.75.784 1.75 1.75v5.5A1.75 1.75 0 0 1 14.25 12H14v1.543a1.458 1.458 0 0 1-2.487 1.03L9.22 12.28a.749.749 0 0 1 .326-1.275.749.749 0 0 1 .734.215l2.22 2.22v-2.19a.75.75 0 0 1 .75-.75h1a.25.25 0 0 0 .25-.25Z"></path> </svg> Discussions </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.</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":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2169,"originating_url":"https://github.com/topics/kubeflow","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":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":856428,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1d2d11bec5d3eb6a9ab47c4a884adae6592aa24ad72d409132a04da3b6efffc1" title="Topic: argocd" href="/topics/argocd" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">argocd</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="2024-08-03T00:31:48Z" class="no-wrap">Aug 3, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #89e051"></span> <span itemprop="programmingLanguage">Shell</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":412387273,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="bccca68d745495890a2b90c88c02c5ce6dc1637cc10f63c4a61ba08d218703da" data-turbo="false" style="max-height:275px" href="/thoughtworks/mlops-platforms" data-view-component="true" class="overflow-hidden flex-items-center rounded-top-2 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Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...</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":2129,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2b12e511c2f5d911cf52fbe7a3a1dc3a16051e2f5c6a957a1878440e7714aa99" 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/kubeflow","user_id":null}}" data-hydro-click-hmac="19bcedd82ead850f95a39feb3d00bc2ce309a72aff912313d9d42bcf90dc9d03" 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":9820,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="161bef7fa609735a6b3bf99d82c2717265cf966fdf114c2143faa2c84f902c79" title="Topic: knime" href="/topics/knime" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">knime</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":127034,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a9384cc58bb21db45fe494e918ac76f3f7478a4e4be6278d2991fbf674fa4de0" title="Topic: pachyderm" href="/topics/pachyderm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pachyderm</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="8a803d90fbeba33b0474b3a641d99675a96174b38419a64876eaa29724e5c5e2" 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":308335,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="cc1665ac321034656226030b6782d1debafa47cabb15cdd21501226d76d4ddd8" title="Topic: datarobot" href="/topics/datarobot" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">datarobot</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":354295,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="852bbd928cbad014da251e73fcc66c7dd0b6a68e61559954b0b9e2c853c2e9e7" title="Topic: azureml" href="/topics/azureml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">azureml</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":367510,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="fea13b5186b534a45a1a26dfab1c871f767289d1867d2e3776eec10b86b78cac" title="Topic: h2oai" href="/topics/h2oai" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">h2oai</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":379427,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="8f85c7336a3d1b4a839014dcf1a2ca20669d6ec79c420a24da60fea64bb9aeb9" title="Topic: dataiku" href="/topics/dataiku" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dataiku</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":472090,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="00213312fe70a3f219bbfb1ee6ecdd7ea1985c5ebef6dc8e42c2bae931209c58" title="Topic: seldon" href="/topics/seldon" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">seldon</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":621716,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2d03f5f00849a218f33a72f1003e3855a9c6038bf1aaed0ea4fa2ba220a88d28" title="Topic: iguazio" href="/topics/iguazio" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">iguazio</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":634168,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4ad88358f4a5f51f31ac4e5c28a6f1c756f8e0311e4e1e7ca28b54ba3655485a" title="Topic: sagemaker" href="/topics/sagemaker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sagemaker</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":796222,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7543ae571d072f08c086b0a507772a2f81f51daf4e98c5649dded02415eafc36" title="Topic: mlflow" href="/topics/mlflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1239813,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a2eb8bdd4f42c9ceccdabbd35b749eec24f43c13036f66af888b526e9010aa42" title="Topic: google-ai-platform" href="/topics/google-ai-platform" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">google-ai-platform</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2022-11-10T15:37:50Z" class="no-wrap">Nov 10, 2022</relative-time> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 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data-hydro-click-hmac="f9c1d04635f53ad939a5a0f1616e4cbad4dd6040b20a78c0e87559187287add3" 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-699820882" href="/Pythondeveloper6/Awesome-MLOPS/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":699820882,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="12c74b703afdb5b721ac60af24b701141437d711cda0e2cced16999b5a1cbb25" 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" >All the available resources to master MLOPS from scratch </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":112,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="07a468c662a8784ccf0ceac1ff29a4da00dd137546b3fefca925a13af6b24b86" title="Topic: git" href="/topics/git" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">git</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":281,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="45683b4acfce1a1f011be8818bb768e024f5cb2f231f610eae287eb0dd43578e" title="Topic: docker" href="/topics/docker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">docker</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":2465,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4fa7f33300da639768c291a9c37c11f972a270d31a426ddb0245fca98e2de18f" title="Topic: django" href="/topics/django" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">django</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12879,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="c304621c912e02d359fcf87eeebc7fe42cdb068d42251bf12bad491a88ee944b" title="Topic: shape" href="/topics/shape" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">shape</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":180683,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2e4ab42eea43dc05bf6f23c2b55389c27f29f1896a6bc22d6558e428f35d41bd" title="Topic: gradio" href="/topics/gradio" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gradio</a> <a data-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/kubeflow","user_id":null}}" data-hydro-click-hmac="9d5cd5d435a5620c43ede195ce163767724b4a76f0baf8fa45d187e8e0f3f5c3" 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":628065,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ad0aa48f823a31495538397910d869a6db3321c5616b49c7322bf474c1d0e670" title="Topic: dvc" href="/topics/dvc" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dvc</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":735100,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="27894d15757b1a8eb3a742c897c70353b835a8436640f7dbc6e82a0e632c31ac" title="Topic: azure-ml" href="/topics/azure-ml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">azure-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":755464,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="988e7b142283a2433089c270057061c9ee442b26d6b8c48bdbf3ce82ebd81810" title="Topic: mlops" href="/topics/mlops" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlops</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":796222,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7543ae571d072f08c086b0a507772a2f81f51daf4e98c5649dded02415eafc36" title="Topic: mlflow" href="/topics/mlflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">mlflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":908649,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="07ef594e31f336306020ee51dbf1afc7c87f04fcc3ac0efd78b4158b3dc0c065" title="Topic: aws-sagemaker" href="/topics/aws-sagemaker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">aws-sagemaker</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":922110,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1c3edb2f907739d9398c2ae32c24d979d0b78d0b88d0c4b0a2e40aa38c932d4a" title="Topic: fastapi" href="/topics/fastapi" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">fastapi</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":998404,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="bebef532db5d9cc9bed88baf698c85ddd22f3db8eec6eeb361e139665c089f4b" title="Topic: bentoml" href="/topics/bentoml" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bentoml</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1101947,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ede3f4b8e38be7b047fc7011405cc933990c50415afa55fc2a0b9898c885d3c2" title="Topic: streamlit" href="/topics/streamlit" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">streamlit</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1246556,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="c1a280b62e18b433eff70aef08cbff85e9f4a1073c8992eddc91be69198257fc" title="Topic: pycaret" href="/topics/pycaret" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pycaret</a> <a 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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" >Kubernetes Guide. Learn all about Kubernetes monitoring, networking, and containers. Whether you're running Kubernetes Locally or in the Cloud ( Azure, AWS, and GCP).</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":290,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e155b3f877d09822a5995959e29d3884e6df0282927d6a688c8516943bdac5d3" title="Topic: kubernetes" href="/topics/kubernetes" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22737,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="61de814994d81402cbb589bc26c002330e0af7564362636c9c540305de274199" title="Topic: rancher" href="/topics/rancher" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rancher</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22757,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="c4616cbe9bb119c4d9d7d209e223c612879592062d24a8016164e915ec382529" title="Topic: kubernetes-cluster" href="/topics/kubernetes-cluster" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes-cluster</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":45641,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="a4c9782abf53c58a4081411f9bb959cf9974e0022038f5759d2669490aafba8b" title="Topic: cloud-computing" href="/topics/cloud-computing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cloud-computing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":50427,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="5ac08a1d71cdc44d05d2f8d72ae1ababd6984dfba903e8d66580a9a1304aff95" title="Topic: gke" href="/topics/gke" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gke</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":60170,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="c40c7c1ab6efcfbf2b3d9190a78c0a3e8d47013cf059d0789556e2ae54bc469a" title="Topic: minikube" href="/topics/minikube" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">minikube</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":72836,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="e63a0fb0816b0270cda92f011f9cb4fce7e9a44de5481b4939e4a93bf0550896" title="Topic: k8s" href="/topics/k8s" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k8s</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93501,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="df335ae03843c473fd43b4486182eaab3277e247522b5dc76583016df7a8a79b" title="Topic: kubernetes-setup" href="/topics/kubernetes-setup" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes-setup</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":109233,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4980ece8b1059fc0186a248efcfc4051e7ea715d0112eaf716a897f9d803392f" title="Topic: kubectl" href="/topics/kubectl" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubectl</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":118043,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="3bf58e5c13aec46e83cba0d3639b67e6429f4e09ea6753f4b147b7a35549d2c3" title="Topic: kubernetes-monitoring" href="/topics/kubernetes-monitoring" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes-monitoring</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":123832,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1adfe81fb22e7aa8203401ba186d45aa59c2290914ba898f4101cbe3b4ef1ffe" title="Topic: kubernetes-operator" href="/topics/kubernetes-operator" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubernetes-operator</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":151027,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="5323935b27e548f7e4bf80f52cd2d0580f0f54f05046b25d6af9d708d8a2e87f" title="Topic: kubeadm" href="/topics/kubeadm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeadm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":327676,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="2d7dd1bf48a2a7edc148b109d93e13ddf23a633188c1a3a222dd0ee6600c922f" title="Topic: kubernetes-deployment" href="/topics/kubernetes-deployment" 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title="Topic: awesome-lists" href="/topics/awesome-lists" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">awesome-lists</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":420062,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="7c817b982f403ee9879598c9a601334367e052f81a01f206734719329358f8d6" title="Topic: istio" href="/topics/istio" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">istio</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":652139,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="4855a0d2dca111884240d36853f5298a7d5ac73a3b7745923e5547bf2f727aae" title="Topic: kubeflow" href="/topics/kubeflow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">kubeflow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":759408,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="9c2bbc4fe43ed7cd550c35f7ad37f4c224aba58643801095bdf19642b88444ef" title="Topic: thanos" href="/topics/thanos" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">thanos</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":966315,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="ac6434ef16416b884f9b0c379e5c923f94a4eb174405270e2f180ff3847818c4" title="Topic: k3s" href="/topics/k3s" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">k3s</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1035236,"originating_url":"https://github.com/topics/kubeflow","user_id":null}}" data-hydro-click-hmac="1a984ce0eeb2f4b825281770c83976750d0e70d12041cd617081b6965778c252" title="Topic: wsl2" href="/topics/wsl2" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">wsl2</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-01-04T22:48:10Z" class="no-wrap">Jan 4, 2024</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #00ADD8"></span> <span itemprop="programmingLanguage">Go</span> </span> </li> </ul> </div> </div> </article> </option></form><form class="ajax-pagination-form js-ajax-pagination" data-turbo="false" action="https://github.com/topics/kubeflow" 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">kubeflow</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-kubeflow" 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"> 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type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error"> <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> You can’t perform that action at this time. </div> <template id="site-details-dialog"> <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open> <summary role="button" aria-label="Close dialog"></summary> <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal"> <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close 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