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srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=640&q=75 640w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=750&q=75 750w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=828&q=75 828w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=1080&q=75 1080w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=1200&q=75 1200w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=1920&q=75 1920w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=2048&q=75 2048w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=3840&q=75 3840w" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhomepage_banner.9b073661.webp&w=3840&q=75"/><div id="Home_backgroundContainer__EcMoe"></div><h1><strong>Find open-source code to catalyze your research</strong></h1><div class="Searchbar_search-bar-container__xIN4L rounded-border Searchbar_homepage-search-container__4xpNf" id="searchbar-component"><form class="Searchbar_search-bar-container__xIN4L" data-testid="search-bar-form"><div><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke-width="1.5" stroke="currentColor" aria-hidden="true" data-slot="icon" height="22"><title>Search Icon</title><path stroke-linecap="round" stroke-linejoin="round" d="m21 21-5.197-5.197m0 0A7.5 7.5 0 1 0 5.196 5.196a7.5 7.5 0 0 0 10.607 10.607Z"></path></svg><input class="form-control Searchbar_search-field__L9Oaa" type="text" id="search-field" name="search" required="" autoComplete="off" placeholder="What are you working on?" value=""/><button class="Searchbar_filter-icon-container__qAKJN" type="button" title="search by advanced filters like language/framework, computational requirement, dataset, use case, hardware, etc."><div class="Searchbar_pulse1__6sv_E"></div><img alt="Alert button" 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data-testid="explore-button" type="button" class="btn primary-color rounded-border">GPT</button><button data-testid="explore-button" type="button" class="btn primary-color rounded-border">Cancer Detection</button><button data-testid="explore-button" type="button" class="btn primary-color rounded-border">Speech Recognition</button><button data-testid="explore-button" type="button" class="btn primary-color rounded-border">Facial Recognition</button></div><section data-testid="extension-section-container" id="Home_extension-section-container__NNKcu"><h2>Get code for papers directly on Google, Arxiv, Scholar, Twitter, and more</h2><div class="Home_browser-extension-button__DLtjy undefined "><div class="Home_other-browsers-install-buttons-container__8RDC4"><div><a href="https://chrome.google.com/webstore/detail/%F0%9F%92%BB-catalyzex-link-all-aim/aikkeehnlfpamidigaffhfmgbkdeheil" class="Home_install-button-container__2vvgi Home_browser-undetected-button__mdSAE" target="_blank" rel="noreferrer"><button class="btn " type="button"><div class="Home_extension-install-buttons__s7eNI"><div><img alt="Chrome" loading="lazy" width="15" height="15" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/google-chrome.svg"/></div>Add to Chrome - It's Free</div></button></a><a href="https://addons.mozilla.org/en-US/firefox/addon/code-finder-catalyzex" class="Home_install-button-container__2vvgi Home_browser-undetected-button__mdSAE" target="_blank" rel="noreferrer"><button class="btn " type="button"><div class="Home_extension-install-buttons__s7eNI"><div><img alt="Firefox" loading="lazy" width="15" height="15" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/firefox.svg"/></div>Add to Firefox - It's Free</div></button></a><a href="https://microsoftedge.microsoft.com/addons/detail/get-papers-with-code-ever/mflbgfojghoglejmalekheopgadjmlkm" class="Home_install-button-container__2vvgi Home_browser-undetected-button__mdSAE" 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0l2.082 5.006 5.404.434c1.164.093 1.636 1.545.749 2.305l-4.117 3.527 1.257 5.273c.271 1.136-.964 2.033-1.96 1.425L12 18.354 7.373 21.18c-.996.608-2.231-.29-1.96-1.425l1.257-5.273-4.117-3.527c-.887-.76-.415-2.212.749-2.305l5.404-.434 2.082-5.005Z" clip-rule="evenodd"></path></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" height="20" width="20"><path fill-rule="evenodd" d="M10.788 3.21c.448-1.077 1.976-1.077 2.424 0l2.082 5.006 5.404.434c1.164.093 1.636 1.545.749 2.305l-4.117 3.527 1.257 5.273c.271 1.136-.964 2.033-1.96 1.425L12 18.354 7.373 21.18c-.996.608-2.231-.29-1.96-1.425l1.257-5.273-4.117-3.527c-.887-.76-.415-2.212.749-2.305l5.404-.434 2.082-5.005Z" clip-rule="evenodd"></path></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" height="20" width="20"><path fill-rule="evenodd" d="M10.788 3.21c.448-1.077 1.976-1.077 2.424 0l2.082 5.006 5.404.434c1.164.093 1.636 1.545.749 2.305l-4.117 3.527 1.257 5.273c.271 1.136-.964 2.033-1.96 1.425L12 18.354 7.373 21.18c-.996.608-2.231-.29-1.96-1.425l1.257-5.273-4.117-3.527c-.887-.76-.415-2.212.749-2.305l5.404-.434 2.082-5.005Z" clip-rule="evenodd"></path></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" height="20" width="20"><path fill-rule="evenodd" d="M10.788 3.21c.448-1.077 1.976-1.077 2.424 0l2.082 5.006 5.404.434c1.164.093 1.636 1.545.749 2.305l-4.117 3.527 1.257 5.273c.271 1.136-.964 2.033-1.96 1.425L12 18.354 7.373 21.18c-.996.608-2.231-.29-1.96-1.425l1.257-5.273-4.117-3.527c-.887-.76-.415-2.212.749-2.305l5.404-.434 2.082-5.005Z" clip-rule="evenodd"></path></svg><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor" aria-hidden="true" data-slot="icon" height="20" width="20"><path fill-rule="evenodd" d="M10.788 3.21c.448-1.077 1.976-1.077 2.424 0l2.082 5.006 5.404.434c1.164.093 1.636 1.545.749 2.305l-4.117 3.527 1.257 5.273c.271 1.136-.964 2.033-1.96 1.425L12 18.354 7.373 21.18c-.996.608-2.231-.29-1.96-1.425l1.257-5.273-4.117-3.527c-.887-.76-.415-2.212.749-2.305l5.404-.434 2.082-5.005Z" clip-rule="evenodd"></path></svg></div><p>Loved by 200,000+ engineers & researchers</p></div><div id="Home_press-coverage__mtG07"><span>As seen on:</span><a href="https://www.kdnuggets.com/2021/01/catalyzex-browser-extension-machine-learning.html" target="_blank" rel="noreferrer"><img alt="KDnuggets logo" loading="lazy" width="77" height="30" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2FKDNuggets_logo.ff21cab8.webp&w=96&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2FKDNuggets_logo.ff21cab8.webp&w=256&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2FKDNuggets_logo.ff21cab8.webp&w=256&q=75"/></a><a 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src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftds_logo.cb898a7f.webp&w=256&q=75"/></a></div></section><section data-hydration-on-demand="true"><section data-testid="popular-topics-container" id="Home_popular-topics-container___rylw"><h4>Popular topics:</h4><div><div class="rounded-border text-center"><a href="/s/Generative%20AI"><img alt="Generative AI - Artificial intelligence models that generate text, images, videos, audio, code, and other data" loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftopic_modeling_static.4667b7c1.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftopic_modeling_static.4667b7c1.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftopic_modeling_static.4667b7c1.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Generative%20AI" class="text-dark">Generative AI</a></h6><p>Artificial intelligence models that generate text, images, videos, audio, code, and other data</p><div><p><a href="/s/Generative%20AI">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Object%20Detection"><img alt="Object Detection - Detecting vehicles, lanes, pedestrians, faces, contours, license plates etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fobject_detection_desktop_static.5bc19aff.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fobject_detection_desktop_static.5bc19aff.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fobject_detection_desktop_static.5bc19aff.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Object%20Detection" class="text-dark">Object Detection</a></h6><p>Detecting vehicles, lanes, pedestrians, faces, contours, license plates etc.</p><div><p><a href="/s/Object%20Detection">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Recommendation"><img alt="Recommendation Systems - Personalizing content, tailoring product/service recommendations, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frecommendations_static.e75dcba2.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frecommendations_static.e75dcba2.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Frecommendations_static.e75dcba2.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Recommendation" class="text-dark">Recommendation Systems</a></h6><p>Personalizing content, tailoring product/service recommendations, etc.</p><div><p><a href="/s/Recommendation">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Image%20To%20Image%20Translation"><img alt="Image to Image Translation - Style transfer from an image to another, super resolution (enhancement), image synthesis, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fimage_translation_static.7a1b64c8.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fimage_translation_static.7a1b64c8.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fimage_translation_static.7a1b64c8.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Image%20To%20Image%20Translation" class="text-dark">Image-To-Image Translation</a></h6><p>Style transfer from an image to another, super resolution (enhancement), image synthesis, etc.</p><div><p><a href="/s/Image%20To%20Image%20Translation">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Information%20Extraction"><img alt="Information Extraction - Named entity recognition, relationship extraction, website parsing, text parsing & analytics, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Finformation_extraction_static.684ab8be.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Finformation_extraction_static.684ab8be.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Finformation_extraction_static.684ab8be.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Information%20Extraction" class="text-dark">Information Extraction</a></h6><p>Named entity recognition, relationship extraction, website parsing, text parsing & analytics, etc.</p><div><p><a href="/s/Information%20Extraction">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Sentiment%20Analysis"><img alt="Sentiment Analysis - Analyzing customer reviews, feedback, surveys, social media, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fsentiment_analysis_static.7d529dc0.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fsentiment_analysis_static.7d529dc0.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fsentiment_analysis_static.7d529dc0.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Sentiment%20Analysis" class="text-dark">Sentiment Analysis</a></h6><p>Analyzing customer reviews, feedback, surveys, social media, etc.</p><div><p><a href="/s/Sentiment%20Analysis">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Text%20Classification"><img alt="Text Classification - Topic labeling and tagging, categorizing support tickets, spam detection, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftext_classification_static.c76243fb.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftext_classification_static.c76243fb.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftext_classification_static.c76243fb.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Text%20Classification" class="text-dark">Text Classification</a></h6><p>Topic labeling and tagging, categorizing support tickets, spam detection, etc.</p><div><p><a href="/s/Text%20Classification">Explore</a></p></div></div></div><div class="rounded-border text-center"><a href="/s/Time%20Series%20Analysis"><img alt="Time Series Analysis - Forecasting and predicting, monitoring processes, tracking metrics, etc." loading="lazy" width="298" height="192" decoding="async" data-nimg="1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftime_series_analysis_static.aa2bb1cf.webp&w=384&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftime_series_analysis_static.aa2bb1cf.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftime_series_analysis_static.aa2bb1cf.webp&w=640&q=75"/></a><div class="Home_popular-topics-text__dJ91d"><h6><a data-testid="explore-popular-link" href="/s/Time%20Series%20Analysis" class="text-dark">Time Series Analysis</a></h6><p>Forecasting and predicting, monitoring processes, tracking metrics, etc.</p><div><p><a href="/s/Time%20Series%20Analysis">Explore</a></p></div></div></div></div></section><section data-testid="fellow-section-container" id="Home_fellow-section-container__a9sql"><h2>Join leading engineers & researchers from</h2><div><div><img alt="Columbia University" loading="lazy" width="250" height="250" decoding="async" data-nimg="1" class="Home_columbia-logo__kfd4a" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fcolumbia_university_logo.89783972.webp&w=256&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fcolumbia_university_logo.89783972.webp&w=640&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fcolumbia_university_logo.89783972.webp&w=640&q=75"/></div><div><img alt="Google" loading="lazy" width="400" height="400" decoding="async" data-nimg="1" class="Home_google-logo__1YdaG" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle.bd3c087e.webp&w=640&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle.bd3c087e.webp&w=828&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fgoogle.bd3c087e.webp&w=828&q=75"/></div><div><img alt="MIT" loading="lazy" width="600" height="400" decoding="async" data-nimg="1" class="Home_mit-logo__vQoV1" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fmit.e593acf5.webp&w=640&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fmit.e593acf5.webp&w=1200&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fmit.e593acf5.webp&w=1200&q=75"/></div><div><img alt="Apple" loading="lazy" width="1000" height="1000" decoding="async" data-nimg="1" class="Home_apple-logo__tllOV" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fapple_logo.1e03e12a.webp&w=1080&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fapple_logo.1e03e12a.webp&w=2048&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fapple_logo.1e03e12a.webp&w=2048&q=75"/></div><div><img alt="Nvidia" loading="lazy" width="2000" height="1476" decoding="async" data-nimg="1" class="Home_nvidia-logo__Gx4Wx" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fnvidia_logo.0bcaefce.webp&w=2048&q=75 1x, 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src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fmicrosoft_logo.8b2b3747.webp&w=828&q=75"/></div><div><img alt="Toyota" loading="lazy" width="400" height="320" decoding="async" data-nimg="1" class="Home_toyota-logo____n6k" style="color:transparent" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftoyota_logo.19284eea.webp&w=640&q=75 1x, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftoyota_logo.19284eea.webp&w=828&q=75 2x" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Ftoyota_logo.19284eea.webp&w=828&q=75"/></div></div></section></section></div><section data-hydration-on-demand="true"></section></div></div><script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{"userHasHiddenBanner":false,"isMobile":false,"currentBrowser":"","canonicalUrl":"https://www.catalyzex.com"},"__N_SSP":true},"page":"/","query":{},"buildId":"rcP1HS6ompi8ywYpLW-WW","isFallback":false,"isExperimentalCompile":false,"gssp":true,"scriptLoader":[]}</script></body></html>