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0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"github_skills","context":"product","tag":"link","label":"github_skills_link_product_navbar"}" href="https://skills.github.com"> GitHub Skills <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 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data-analytics-event="{"location":"navbar","action":"small_and_medium_teams","context":"solutions","tag":"link","label":"small_and_medium_teams_link_solutions_navbar"}" href="https://github.com/team"> Small and medium teams </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"startups","context":"solutions","tag":"link","label":"startups_link_solutions_navbar"}" href="https://github.com/enterprise/startups"> Startups </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"nonprofits","context":"solutions","tag":"link","label":"nonprofits_link_solutions_navbar"}" href="/solutions/industry/nonprofits"> Nonprofits </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="solutions-by-use-case-heading">By use case</span> <ul class="list-style-none f5" aria-labelledby="solutions-by-use-case-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devsecops","context":"solutions","tag":"link","label":"devsecops_link_solutions_navbar"}" href="/solutions/use-case/devsecops"> DevSecOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"devops","context":"solutions","tag":"link","label":"devops_link_solutions_navbar"}" href="/solutions/use-case/devops"> DevOps </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ci_cd","context":"solutions","tag":"link","label":"ci_cd_link_solutions_navbar"}" href="/solutions/use-case/ci-cd"> 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<button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Resources <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 d-lg-flex flex-wrap dropdown-menu-wide"> <div class="HeaderMenu-column px-lg-4 border-lg-right mb-4 mb-lg-0 pr-lg-7"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-topics-heading">Topics</span> <ul 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position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"software_development","context":"resources","tag":"link","label":"software_development_link_resources_navbar"}" href="/resources/articles/software-development"> Software Development </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"view_all","context":"resources","tag":"link","label":"view_all_link_resources_navbar"}" href="/resources/articles"> View all </a></li> </ul> </div> </div> <div class="HeaderMenu-column px-lg-4"> <div class="border-bottom pb-3 pb-lg-0 border-lg-bottom-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="resources-explore-heading">Explore</span> <ul class="list-style-none f5" aria-labelledby="resources-explore-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"learning_pathways","context":"resources","tag":"link","label":"learning_pathways_link_resources_navbar"}" href="https://resources.github.com/learn/pathways"> Learning Pathways <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"events_amp_webinars","context":"resources","tag":"link","label":"events_amp_webinars_link_resources_navbar"}" href="https://resources.github.com"> Events & Webinars <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"ebooks_amp_whitepapers","context":"resources","tag":"link","label":"ebooks_amp_whitepapers_link_resources_navbar"}" href="https://github.com/resources/whitepapers"> Ebooks & Whitepapers </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"customer_stories","context":"resources","tag":"link","label":"customer_stories_link_resources_navbar"}" href="https://github.com/customer-stories"> Customer Stories </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary Link--external" target="_blank" data-analytics-event="{"location":"navbar","action":"partners","context":"resources","tag":"link","label":"partners_link_resources_navbar"}" href="https://partner.github.com"> Partners <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link-external HeaderMenu-external-icon color-fg-subtle"> <path d="M3.75 2h3.5a.75.75 0 0 1 0 1.5h-3.5a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h8.5a.25.25 0 0 0 .25-.25v-3.5a.75.75 0 0 1 1.5 0v3.5A1.75 1.75 0 0 1 12.25 14h-8.5A1.75 1.75 0 0 1 2 12.25v-8.5C2 2.784 2.784 2 3.75 2Zm6.854-1h4.146a.25.25 0 0 1 .25.25v4.146a.25.25 0 0 1-.427.177L13.03 4.03 9.28 7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"executive_insights","context":"resources","tag":"link","label":"executive_insights_link_resources_navbar"}" href="https://github.com/solutions/executive-insights"> Executive Insights </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Open Source <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"the_readme_project","context":"open_source","tag":"link","label":"the_readme_project_link_open_source_navbar"}" href="https://github.com/readme"> <div> <div class="color-fg-default h4">The ReadME Project</div> GitHub community articles </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="open-source-repositories-heading">Repositories</span> <ul class="list-style-none f5" aria-labelledby="open-source-repositories-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"topics","context":"open_source","tag":"link","label":"topics_link_open_source_navbar"}" href="https://github.com/topics"> Topics </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"trending","context":"open_source","tag":"link","label":"trending_link_open_source_navbar"}" href="https://github.com/trending"> Trending </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary" data-analytics-event="{"location":"navbar","action":"collections","context":"open_source","tag":"link","label":"collections_link_open_source_navbar"}" href="https://github.com/collections"> Collections </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-stack color-fg-subtle mr-3"> <path d="M11.063 1.456a1.749 1.749 0 0 1 1.874 0l8.383 5.316a1.751 1.751 0 0 1 0 2.956l-8.383 5.316a1.749 1.749 0 0 1-1.874 0L2.68 9.728a1.751 1.751 0 0 1 0-2.956Zm1.071 1.267a.25.25 0 0 0-.268 0L3.483 8.039a.25.25 0 0 0 0 .422l8.383 5.316a.25.25 0 0 0 .268 0l8.383-5.316a.25.25 0 0 0 0-.422Z"></path><path d="M1.867 12.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path><path d="M1.867 16.324a.75.75 0 0 1 1.035-.232l8.964 5.685a.25.25 0 0 0 .268 0l8.964-5.685a.75.75 0 0 1 .804 1.267l-8.965 5.685a1.749 1.749 0 0 1-1.874 0l-8.965-5.685a.75.75 0 0 1-.231-1.035Z"></path> </svg> <div> <div class="color-fg-default h4">Enterprise platform</div> AI-powered developer platform </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 border-bottom-0"> <span class="d-block h4 color-fg-default my-1" id="enterprise-available-add-ons-heading">Available add-ons</span> <ul class="list-style-none f5" aria-labelledby="enterprise-available-add-ons-heading"> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex 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class="color-fg-default h4">Advanced Security</div> Enterprise-grade security features </div> </a></li> <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description pb-lg-3" data-analytics-event="{"location":"navbar","action":"copilot_for_business","context":"enterprise","tag":"link","label":"copilot_for_business_link_enterprise_navbar"}" href="/features/copilot/copilot-business"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" version="1.1" width="24" data-view-component="true" class="octicon octicon-copilot color-fg-subtle mr-3"> <path d="M23.922 16.992c-.861 1.495-5.859 5.023-11.922 5.023-6.063 0-11.061-3.528-11.922-5.023A.641.641 0 0 1 0 16.736v-2.869a.841.841 0 0 1 .053-.22c.372-.935 1.347-2.292 2.605-2.656.167-.429.414-1.055.644-1.517a10.195 10.195 0 0 1-.052-1.086c0-1.331.282-2.499 1.132-3.368.397-.406.89-.717 1.474-.952 1.399-1.136 3.392-2.093 6.122-2.093 2.731 0 4.767.957 6.166 2.093.584.235 1.077.546 1.474.952.85.869 1.132 2.037 1.132 3.368 0 .368-.014.733-.052 1.086.23.462.477 1.088.644 1.517 1.258.364 2.233 1.721 2.605 2.656a.832.832 0 0 1 .053.22v2.869a.641.641 0 0 1-.078.256ZM12.172 11h-.344a4.323 4.323 0 0 1-.355.508C10.703 12.455 9.555 13 7.965 13c-1.725 0-2.989-.359-3.782-1.259a2.005 2.005 0 0 1-.085-.104L4 11.741v6.585c1.435.779 4.514 2.179 8 2.179 3.486 0 6.565-1.4 8-2.179v-6.585l-.098-.104s-.033.045-.085.104c-.793.9-2.057 1.259-3.782 1.259-1.59 0-2.738-.545-3.508-1.492a4.323 4.323 0 0 1-.355-.508h-.016.016Zm.641-2.935c.136 1.057.403 1.913.878 2.497.442.544 1.134.938 2.344.938 1.573 0 2.292-.337 2.657-.751.384-.435.558-1.15.558-2.361 0-1.14-.243-1.847-.705-2.319-.477-.488-1.319-.862-2.824-1.025-1.487-.161-2.192.138-2.533.529-.269.307-.437.808-.438 1.578v.021c0 .265.021.562.063.893Zm-1.626 0c.042-.331.063-.628.063-.894v-.02c-.001-.77-.169-1.271-.438-1.578-.341-.391-1.046-.69-2.533-.529-1.505.163-2.347.537-2.824 1.025-.462.472-.705 1.179-.705 2.319 0 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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" 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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="custom-scopes-dialog-title"> <div data-view-component="true" class="Overlay-body"> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <div hidden class="create-custom-scope-form" data-target="custom-scopes.createCustomScopeForm"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form id="custom-scopes-dialog-form" data-turbo="false" action="/search/custom_scopes" accept-charset="UTF-8" method="post"><input type="hidden" data-csrf="true" name="authenticity_token" value="AisgyxeNJr3mGfXgewHUSx8auO3JkTbcv9Ds3geVJaLKLcDNeYUWIcY0EFRpZG4+LPSl4mFEJ0UH45QIco91sg==" /> <div data-target="custom-scopes.customScopesModalDialogFlash"></div> <input type="hidden" id="custom_scope_id" name="custom_scope_id" data-target="custom-scopes.customScopesIdField"> <div class="form-group"> <label for="custom_scope_name">Name</label> <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="l6E8B10kFQO5nfxcOwj3N9tJuswYY8rM/o/M7Ykyd9Be3T2uJMYYdnb5AJR3J6B/BvYbfU0v2faxMWYnb5y7Zw==" /> </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 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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/data-sampling","user_id":null}}" data-hydro-click-hmac="a0b78063b74a75b07ae9a932fa122df89f2c29c04e321941b0720277e8009166" data-analytics-event="{"category":"Sign up","action":"click to sign up for account","label":"ref_page:/topics/data-sampling;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 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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/data-sampling","user_id":null}}" data-hydro-click-hmac="42f2b025521ceca8230524f6eb04c3edcd6e112f458e68eefda9cd83537a4389" 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/data-sampling","user_id":null}}" data-hydro-click-hmac="06c0ba8ea81f546cddbf4b8645b2284f87f0aae9eb3eee6116ce58e86f919f29" data-selected-links="sponsors_explore_index_path /sponsors/explore /sponsors/explore" href="/sponsors/explore">GitHub Sponsors</a> </div> </nav> </div> <div> <div class="container-lg p-responsive py-5"> <div class="gutter-md"> <div class="col-lg-9 col-md-8 d-flex flex-items-center mb-3 mb-sm-0"> <div class="d-flex flex-1"> <div class="border color-border-subtle color-bg-accent f4 color-fg-muted text-bold rounded flex-shrink-0 text-center mr-3" style="width: 48px; height: 48; line-height: 48px;" > # </div> <h1 class="h1"> data-sampling </h1> </div> <topic-feeds-toast-trigger data-topic-display-name="data-sampling" data-topic-name="data-sampling"> <!--Add Discover button--> <!--End Add Discover button--> <div data-view-component="true" class="d-inline-block"> <a href="/login?return_to=%2Ftopic.data-sampling" rel="nofollow" data-hydro-click="{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":null,"auth_type":"LOG_IN","originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="c888fe858f10b9a2b230117a4a4bad6aa0debdaecbe6f82bf3cbf92e081d9483" aria-label="You must be signed in to star a repository" data-view-component="true" class="tooltipped tooltipped-sw btn-sm btn"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star v-align-text-bottom d-inline-block mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> </a></div> </topic-feeds-toast-trigger> </div> </div> </div> <div class="topic p-responsive container-lg"> <div class="d-md-flex gutter-md"> <div class="col-md-8 col-lg-9" data-hpc> <h2 class="h3 color-fg-muted"> Here are 18 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/data-sampling" 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>18</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-sampling?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>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-sampling?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>6</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-sampling?l=r" aria-checked="false"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text d-flex flex-justify-between" data-menu-button-text> R <span>2</span> </span> </a> <a class="select-menu-item" role="menuitemradio" href="https://github.com/topics/data-sampling?l=scala" 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> Scala <span>1</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/data-sampling?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/data-sampling?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/data-sampling?o=desc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Most forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/data-sampling?o=asc&s=forks"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Fewest forks </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/data-sampling?o=desc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Recently updated </span> </a> <a class="select-menu-item" role="menuitemradio" aria-checked="false" href="/topics/data-sampling?o=asc&s=updated"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check select-menu-item-icon"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> <span class="select-menu-item-text" data-menu-button-text > Least recently updated </span> </a> </div> </details-menu> </details> </div> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" 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undersampling high frequent ones.</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":23301,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="bb0ec32acda39235681525034f25ec70bd338f13aa74db5b1621e7145205ed20" 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":60892,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="f0b721c18c05aac55cfba8db0404801e353610b91281fad1f73c82b89449961f" title="Topic: 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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":237808681,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="b48ec0bfb2579d9b85c6cabfc0fa1f622b4c5e4f106678365817860412dc30fc" 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" >Microarchitectural exploitation and other hardware attacks.</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":2221,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="36bf8199dd7a251352ab85a8f991c62d9c93fc5718b9d995cc30eadaea0bfadb" title="Topic: arm" href="/topics/arm" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">arm</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":8969,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="edd4883a3a1c3c45abfe456348bc5210ff6ab7707fc3c567b56fc547cc5a62b7" title="Topic: research" href="/topics/research" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">research</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9519,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="2159bd1b00456fdcbdb65ec76cdb06c8acf5e2a1a76d5b8e71c6a0b642657b4c" title="Topic: proof-of-concept" href="/topics/proof-of-concept" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">proof-of-concept</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12039,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="a2d30f8429bb963ca707a6fcc57e0dc75186a76de180101439b03415837da322" title="Topic: hardware" href="/topics/hardware" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hardware</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":12586,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="1f710b9cb3ab7feacbfb317917615fc7830dc8b8c25f3b47528c0211abced31c" title="Topic: amd" href="/topics/amd" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">amd</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":21178,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ada750106b367cde331c68060042e4e282e09e56a5f57b511699916ae426d8b0" title="Topic: intel" href="/topics/intel" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">intel</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":72610,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="820d15b40d10873426df5b706a7f771d5a90a2ea5c8db17597aa67a85d1e8340" title="Topic: infosec" href="/topics/infosec" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">infosec</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":151609,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="8ce0e3443374208e661bfb9f5dcdf683a42ae9de10e63ef46d60a54ba284fdff" title="Topic: spectre" href="/topics/spectre" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">spectre</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":151616,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="03e59203e0646e7e474cdd790654ee1b15cf418fcc5f3ba14a670f46a0c93085" title="Topic: sgx" href="/topics/sgx" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sgx</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":160325,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6227d0ff3b706d159f3d245afb7f35869ae6387dabcc830f70d8e08de1d7dd92" title="Topic: exploitation" href="/topics/exploitation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">exploitation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":338088,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="e817309eef0744edf0dc65dc02288b1e5c3aaf30c67ef35e824964b322cc2f60" title="Topic: microarchitecture" href="/topics/microarchitecture" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">microarchitecture</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":512371,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="a8a683b78dd0fbb23fbe83210e3071ed15b975e3d86c837e040b593d7ecddc2b" title="Topic: side-channel-attacks" href="/topics/side-channel-attacks" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">side-channel-attacks</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":562172,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="4f0af56c4ccded82c66c84da932467c5c1f2e7be706adae537b8f1b7b2654942" title="Topic: state-of-the-art" href="/topics/state-of-the-art" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">state-of-the-art</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":661552,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="f3dc2b7205e0483c185b62fee81625dbae95ab1d543181792d473a999eacdf70" title="Topic: meltdown" href="/topics/meltdown" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">meltdown</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":665075,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="4ddf2bb368656cc9c13e28c62876c3d959234e4d13898a401d83a8a2e4a6bfe7" title="Topic: speculative-execution" href="/topics/speculative-execution" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">speculative-execution</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":704541,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="243e094a696c4ca1233fa442641c36646e2de65e3a97610fccc76623aac26e1a" title="Topic: rowhammer" href="/topics/rowhammer" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">rowhammer</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":837025,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="9f9a13e9f70f2ed1defee1c5bd8f8ade3dd4ef58f2465edfcb5e0509e7a5bf22" title="Topic: foreshadow" href="/topics/foreshadow" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">foreshadow</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":913166,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="70ebbe7dfdcf13e99926d9e92b579ce90fa4666c2d8318fac343687823c13826" title="Topic: cache-attack" href="/topics/cache-attack" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cache-attack</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1160925,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="3e658fd2d8bc666d8114bccb5165942e58f4e94b25e963038cee0923847fa3f0" title="Topic: evictions" href="/topics/evictions" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">evictions</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2024-03-25T22:33:38Z" class="no-wrap">Mar 25, 2024</relative-time> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 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class="d-inline-flex"> <a id="pull-requests-tab-296671395" href="/neurocard/neurocard/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":296671395,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="1ed93c07a6b2eecc9d7b38334f64fba652a97e055ae27b37ca815765746a0032" 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" >State-of-the-art neural cardinality estimators for join queries </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":21259,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6a647ab7a13a414505303292ac5f34a848180e8d8093ac8282c61f3fd9eb7bbb" title="Topic: transformers" href="/topics/transformers" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">transformers</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":95074,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="07f7cf68a2c49eeea7a81a5b124cade67ad14098f2fce1f07d4eea758a8403e8" title="Topic: learned-database" href="/topics/learned-database" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">learned-database</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":118291,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="eca24478d4f5a7044e9d12a4a52a1542396632eaaa2f1434dd5943c8a97bda4f" title="Topic: query-optimization" href="/topics/query-optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">query-optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":217734,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="d2430ccb44f67efac33cd9df0516862067350c8016df88c022740ddc94f9f16b" title="Topic: cardinality-estimation" href="/topics/cardinality-estimation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">cardinality-estimation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":373854,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="1d864b80261f46d975d0869647dc304b907c036ae60a9b3beaede4acf23121bb" title="Topic: probabilistic-models" href="/topics/probabilistic-models" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">probabilistic-models</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":740696,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" 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topic-tag-link Link f6 mb-2">data-sampling</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2020-06-23T04:24:45Z" class="no-wrap">Jun 23, 2020</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #3572A5"></span> <span itemprop="programmingLanguage">Python</span> </span> </li> </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 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data-hydro-click-hmac="390096bc5dcccd32acaf854af628d415a3b4e15bb5cb9977dcb6f8840ca11a9b" 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" >Implémentation d'un modèle de scoring (OpenClassrooms | Data Scientist | Projet 7)</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":9262,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="b9ea2182eb438dbb7867a6f72004dc8f795982c13cc5e01984fff00641f1dde4" title="Topic: dashboard" href="/topics/dashboard" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dashboard</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":22808,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="7f7f6c4d5b169217b0675705ad9672b586ed98d6d4cffa975ac1bed4c76e21ce" title="Topic: data-visualization" href="/topics/data-visualization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":50405,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="907f19c78696ac74bd4872e9da849a2cfcaff30a098b0b1d85ad61466f3ea58b" title="Topic: dashboards" href="/topics/dashboards" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">dashboards</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":128300,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="42552f54c98ccdae45f733f07b326aeb08b6e8dd5ba6d114d1b29ffccb3334ef" title="Topic: feature-engineering" href="/topics/feature-engineering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">feature-engineering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":135636,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="12af84b12c83e6aa60eda38992330220d8c49bb65727c863d887319e0c283e3c" title="Topic: custom-metrics" href="/topics/custom-metrics" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">custom-metrics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":179071,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ddcb9cf933f8f5b9586774baf2117601b82db2b9dfa3306f762ee94efc726f59" title="Topic: flask-api" href="/topics/flask-api" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">flask-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":189384,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="772ce7f8982e30a6538b03515191248044e6e482db4fef6036e2ecbfad8893ac" title="Topic: data-cleaning" href="/topics/data-cleaning" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-cleaning</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":189552,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="713e0c409633ecd08ca97bfe43356659a53346ffae9ae1b6e24ccf5376d4fe09" title="Topic: bayesian-optimization" href="/topics/bayesian-optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">bayesian-optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":357039,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="a99c966ffb7f7b5b32b2f6308ac1682cac9a5420ab116f86da57cb6fc7cdcbaa" title="Topic: heroku-deployment" href="/topics/heroku-deployment" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">heroku-deployment</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":422412,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="cc6bb38f7212c290cc528a473da1c0a37e84790ab41c12cd077d4865f5ae5e06" title="Topic: data-aggregation" href="/topics/data-aggregation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-aggregation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":443453,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ebf213a197a5d137225d89213830decb6b133696f441e74b4aeb5763412b83e0" title="Topic: model-interpretation" href="/topics/model-interpretation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">model-interpretation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":872698,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="b5de0f46d1817051323f812c0ab9d46bb320a037fd363cb7172472b447eaec06" title="Topic: shap" href="/topics/shap" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">shap</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1085656,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ab3189e2096636911f7e3f99e0fddea0587e6af22a347aff52814957ee638400" title="Topic: imbalanced-classification" href="/topics/imbalanced-classification" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">imbalanced-classification</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1101947,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="4deff66d600284dc48179709f33060e740e522a9f2c613c586669b8b40e5f602" 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":1219291,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="84e2b64cd6bce4d6b26595eae5254776dc52285f6ba5c7a6c433132b931f5662" title="Topic: local-interpretation" href="/topics/local-interpretation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">local-interpretation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1222720,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="704dccba94ff37adf32e117582fe0737edc2122f0d0636abdf04fc7ce3536b0b" title="Topic: risk-modeling" href="/topics/risk-modeling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">risk-modeling</a> <a data-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/data-sampling","user_id":null}}" data-hydro-click-hmac="b2449fba44e6fa66e7668f5a46cbd7120997e965fceca2629e944e28332c445a" title="Topic: pycaret" href="/topics/pycaret" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pycaret</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1322454,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="90edeec2fc2c85aae15fd86d4f742175b632b83d5a14d3bce9351e6b147e2fc8" title="Topic: lgbmclassifier" href="/topics/lgbmclassifier" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">lgbmclassifier</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1491815,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="fd113dda8c7f095327b36246687e9949a329083afd37c3da2f1555d15b5a5d14" title="Topic: data-ag" href="/topics/data-ag" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-ag</a> </div> <div class="p-3"> <ul class="d-flex f6 list-style-none color-fg-muted"> <li class="mr-4"> Updated <relative-time datetime="2021-01-31T17:47:56Z" class="no-wrap">Jan 31, 2021</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span itemprop="programmingLanguage">Jupyter Notebook</span> </span> </li> </ul> </div> </div> </article> <article class="border rounded color-shadow-small color-bg-subtle my-4"> <div class="px-3"> <div class="d-flex flex-justify-between flex-items-start flex-wrap gap-2 my-3"> <div class="d-flex flex-1"> <span style="margin-top:2px"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-repo color-fg-muted mr-2"> <path d="M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 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data-hydro-click-hmac="927299d29143ae267273355bac964c8eaa8d3ca7102a20c74274ef9044d2d776" data-turbo="false" data-view-component="true" class="tabnav-tab f6 px-2 py-1"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-git-pull-request color-fg-muted"> <path d="M1.5 3.25a2.25 2.25 0 1 1 3 2.122v5.256a2.251 2.251 0 1 1-1.5 0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >This file covers all concepts of R language..</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":2131,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6d41e568cc8e4a6ec845494dc0add1acfdf5110ab57aac95fdd52e2786d0aa31" title="Topic: data" href="/topics/data" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":13769,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6940438e795c044e2298b85e6a84d99c4b876de5b21ae66cd437a80779d0a69a" title="Topic: array" href="/topics/array" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">array</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":30620,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="9d1715cc97cd7beac20ded0fcc96e6f368bba69a7b4670c234f0b088e597ae4f" title="Topic: data-structures" href="/topics/data-structures" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-structures</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94725,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="5559e41db18a92c02a7905b737be22975ddcb46792534d426fc6d05cba5eb5bb" title="Topic: r-language" href="/topics/r-language" data-view-component="true" class="topic-tag 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</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="2023-12-03T10:42:58Z" class="no-wrap">Dec 3, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #198CE7"></span> <span itemprop="programmingLanguage">R</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 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0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >This project aims to analyze the citation network of arXiv papers. We use Python to clean the data and create a Neo4j network to visualize and analyze the citation relationships between arXiv papers.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="a8bd978050a0d687b983a7ea1b96a65ca37e85029d6bd7ca252bff0e8afd993f" 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":9822,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" 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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">load-testing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":109434,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="86019538901be1867dfdf8e63075bfe18872d7648dc0eae6de477884933bad3b" title="Topic: performance-monitoring" href="/topics/performance-monitoring" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">performance-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":141662,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ad9c12de312186b6e0bd56c61e0ef933ac119f34ebb2bdfddbf9f6e338a2975e" title="Topic: gatling" href="/topics/gatling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gatling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":243833,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="52619963dbfbc20bd99f8e0a7e0f4bfbb1d2dd33d957c87aa1df6611d66457bd" title="Topic: performance-testing" href="/topics/performance-testing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">performance-testing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":358572,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="32f316e5cf3148084623dcb704eddf63649ecd904a7dfb211e550bce29de68c3" title="Topic: test-data-generator" href="/topics/test-data-generator" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">test-data-generator</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":392944,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="2af09c6663110e2e6b02c1c21937576157902f3d98c49f6f6402a32467b1a5f9" title="Topic: performance-optimization" href="/topics/performance-optimization" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">performance-optimization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":460159,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="163dac310189f5ef1f4d3e4d328e05663da6f64de0132040d563b3281f6951ce" title="Topic: loadtesting" href="/topics/loadtesting" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">loadtesting</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":721120,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="14252d77a088b6561352637ac2a4c42843eebe9aeeb7999a88483e4ec768019e" title="Topic: gatling-simulations" href="/topics/gatling-simulations" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gatling-simulations</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":990753,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="334c72307fe73a40b6371e53b3e238917a5be3ceca5d32dd53d1cc6cf1b58bd3" title="Topic: gatling-example" href="/topics/gatling-example" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">gatling-example</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1069014,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="98f794cfd306e8327260cc87d1aa3675c954d712528a7dd2f6b17a8040fbd877" title="Topic: javafaker" href="/topics/javafaker" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">javafaker</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1159814,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="9250c4b3d14789f9f638318373629ce0ae15a47a35580d2a0533f3f2a9cadf67" title="Topic: gatling-plugin" 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0V5.372A2.25 2.25 0 0 1 1.5 3.25Zm5.677-.177L9.573.677A.25.25 0 0 1 10 .854V2.5h1A2.5 2.5 0 0 1 13.5 5v5.628a2.251 2.251 0 1 1-1.5 0V5a1 1 0 0 0-1-1h-1v1.646a.25.25 0 0 1-.427.177L7.177 3.427a.25.25 0 0 1 0-.354ZM3.75 2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >A Python package for flexible subset selection for data visualization.</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":22,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" 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topic-tag-link Link f6 mb-2">summarization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":94333,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="204fc3e5aea364347283050882be10fd669eaec3fb08fbe2253c7b4c3fb3d317" title="Topic: sampling" href="/topics/sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":105707,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="88f1c58a4f0fdbe0a97998a946b80dc28d3ef77c129d5e9906c55bffab9a9849" title="Topic: subsets" href="/topics/subsets" data-view-component="true" class="topic-tag 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Here is Task 5: Credit card fraud detection using machine learning, for my data science internship with Codsoft</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/data-sampling","user_id":null}}" data-hydro-click-hmac="51bdf2e99f7350c0a3b97c4ddfb8ac5d97dd3c3bf58ef5e6d39b167b8b061b80" 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> 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topic-tag-link Link f6 mb-2">data-visualization</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":73159,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="2512fda75269858d17b2eb50be6c92d0fddb4b506be6fb69b3ba901a7689aad7" title="Topic: logistic-regression" href="/topics/logistic-regression" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">logistic-regression</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":493132,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="ff456290d45620588e9343dee97fbaa2b3b717769c9ae619c97a924748afebea" title="Topic: internship-task" href="/topics/internship-task" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">internship-task</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</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="2023-07-31T09:57:30Z" class="no-wrap">Jul 31, 2023</relative-time> </li> <li class="mr-4"> <span class="f6 my-1 ml-0"> <span class="repo-language-color" style="background-color: #DA5B0B"></span> <span 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12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z"></path> </svg><span data-view-component="true" class="d-inline"> Star </span> <span id="repo-stars-counter-star" aria-label="1 user starred this repository" data-singular-suffix="user starred this repository" data-plural-suffix="users starred this repository" data-turbo-replace="true" title="1" data-view-component="true" class="Counter js-social-count">1</span> </a></div> </div> </div> </div> <nav aria-label="Repository menu" data-view-component="true" class="tabnav px-3 mb-0"> <ul data-view-component="true" class="tabnav-tabs"> <li data-view-component="true" class="d-inline-flex"> <a id="code-tab-248889762" aria-current="true" 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2.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm0 9.5a.75.75 0 1 0 0 1.5.75.75 0 0 0 0-1.5Zm8.25.75a.75.75 0 1 0 1.5 0 .75.75 0 0 0-1.5 0Z"></path> </svg> Pull requests </a></li> </ul> </nav> <div class="color-bg-default rounded-bottom-2"> <div class="px-3 pt-3"> <p class="color-fg-muted mb-0" >Code and Data for paper: Variation across Scales: Measurement Fidelity under Twitter Data Sampling (ICWSM '20)</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":7672,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="85b8df0558dea75b3b827a6c5b4be6f13a53d4d3b2995512de9515d160de6738" title="Topic: twitter" href="/topics/twitter" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">twitter</a> <a 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for handling missing values, filtering, aggregation, and more.</p> </div> <div class="d-flex flex-wrap border-bottom color-border-muted px-3 pt-2 pb-2"> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":84,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="a8bd978050a0d687b983a7ea1b96a65ca37e85029d6bd7ca252bff0e8afd993f" 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":297,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="5ab1df6a489a56dcf215a41a5e6a00422416a6d82261200f8930e6da83f64a76" 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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":73044,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="393bd04c8b7a006573590b0840b9fbd1f3bb5296b0688a56425e4c0a0af7f143" title="Topic: output" href="/topics/output" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">output</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":93835,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="69c6e8291caa1f8c242acc3c74691a289158f0b729a2633df4ee5b09ae808d92" title="Topic: data-wrangling" href="/topics/data-wrangling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-wrangling</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":119060,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="0888a5bd888bc6bf47529bf22ca0d4a23888f60be9257c01a759afbfae97fd58" title="Topic: data-preprocessing" href="/topics/data-preprocessing" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-preprocessing</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":224026,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="0ede4c9afdef0a905704324d86a9bf836e1a0ef695446e2f76eb9b995e61fc02" title="Topic: data-conversion" href="/topics/data-conversion" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-conversion</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":361871,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="089396247a72b51ebc84479df71013543f63f7ebaf347d4ee1cb78d0a8c3d5a0" title="Topic: data-filtering" href="/topics/data-filtering" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-filtering</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":422412,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="cc6bb38f7212c290cc528a473da1c0a37e84790ab41c12cd077d4865f5ae5e06" title="Topic: data-aggregation" href="/topics/data-aggregation" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-aggregation</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":534621,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="f8349ffa8adf948cf1ae70b4938b363763865500d723c96e7ff91ed7013d12ef" title="Topic: data-reshaping" href="/topics/data-reshaping" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-reshaping</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" 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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" >Here is Task 5: Credit card fraud detection using machine learning, for my data science internship with Codsoft</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/data-sampling","user_id":null}}" data-hydro-click-hmac="51bdf2e99f7350c0a3b97c4ddfb8ac5d97dd3c3bf58ef5e6d39b167b8b061b80" 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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data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">statistics</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":437948,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="aaccb7698a52ad95ef8536bb124c663e097bbc855ac89e3f53ac00040231ed07" title="Topic: sampling-methods" href="/topics/sampling-methods" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">sampling-methods</a> <a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":568302,"originating_url":"https://github.com/topics/data-sampling","user_id":null}}" data-hydro-click-hmac="6fb61302fa3bdc924a96a462d151c3968ce687f25ed507f06f5d3397b1524c40" title="Topic: data-sampling" href="/topics/data-sampling" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">data-sampling</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="2018-06-03T18:15:50Z" class="no-wrap">Jun 3, 2018</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> </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">data-sampling</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-data-sampling" data-ga-click="Explore, add description, text:add 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