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<!DOCTYPE html>
<html lang="en">
<head>
<meta name="generator" content="Hugo 0.92.2" />
<meta charset="utf-8">
<meta http-equiv="x-ua-compatible" content="ie=edge">
<title>RecList</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="icon" type="image/png" href="/favicon-32x32.svg">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Playfair+Display:wght@600&family=Source+Sans+Pro:wght@400;700&display=swap" rel="stylesheet">
<link rel="stylesheet" href="/css/style.min.91c6996a4e63a86655424a3917ae62a4f2bb018c476ad24edbfc41097e3b82b3.css">
<meta name="description" content="RecList. Testing for Recommender Systems"/>
<meta property="og:title" content="RecList"/>
<meta property="og:type" content="website"/>
<meta property="og:url" content="https://reclist.io/"/>
<meta property="og:image" content="https://reclist.io/images/illustrations/carbon.png"/>
<meta property="og:description" content="RecList. Testing for Recommender Systems"/>
<meta name="twitter:card" content="summary"/>
<meta name="twitter:site" content="@federicobianchy"/>
<meta name="twitter:creator" content="@federicobianchy"/>
</head>
<body class='page page-home'>
<div id="main-menu-mobile" class="main-menu-mobile">
<ul>
</ul>
</div>
<div class="wrapper">
<div class='header'>
<div class="container">
<div class="logo">
<a href="https://reclist.io"><img height=36px alt="RecList" src="/images/logo/logo_rocket.svg" /></a>
</div>
<div class="logo-mobile">
<a href="https://reclist.io"><img height=36px alt="RecList" src="/images/logo/logo_rocket.svg" /></a>
</div>
<div id="main-menu" class="main-menu">
<ul>
</ul>
</div>
<button id="toggle-main-menu-mobile" class="hamburger hamburger--slider" type="button" aria-label="Mobile Menu">
<span class="hamburger-box">
<span class="hamburger-inner"></span>
</span>
</button>
</div>
</div>
<div class="intro">
<div class="container">
<div class="row justify-content-start">
<div class="col-12 col-md-8 col-lg-6 order-2 order-md-1">
<h1 id="reclist-">RecList 🚀</h1>
<p>RecList is an open source library providing behavioral, “black-box” testing for recommender systems. Inspired by the pioneering work of <a href="https://aclanthology.org/2020.acl-main.442/">Ribeiro et al. 2020</a> in NLP, we introduce a general plug-and-play procedure to scale up behavioral testing, with an easy-to-extend interface for custom use cases.</p>
<p>To streamline comparisons among existing models, RecList ships with popular datasets and ready-made behavioral tests: read the our <a href="https://towardsdatascience.com/ndcg-is-not-all-you-need-24eb6d2f1227">TDS blog post</a> as a gentle introduction to the main use cases, and try out our <a href="https://colab.research.google.com/drive/1Wn5mm0csEkyWqmBBDxNBkfGR6CNfWeH-?usp=sharing">colab</a> to get started with the code.</p>
<p>We are actively working towards our beta, with new capabilities and improved documentation and tutorials: check back often here and on <a href="https://github.com/jacopotagliabue/RecList">Github</a> for updates!</p>
</div>
<div class="col-12 col-md-4 col-lg-6 order-1 order-md-2 position-relative">
<img alt=Homepage class="intro-image intro-image-absolute intro-image-hide-mobile" src="/images/illustrations/carbon.svg" />
</div>
</div>
</div>
</div>
<div class="strip">
<div class="container pt-6 pb-6 pb-md-10">
<div class="row justify-content-start">
<div class="service-content">
<h1 class="service-title"> 2022 CIKM Data Challenge </h1>
<h3> 🚨 We have organized the <a href="https://reclist.io/cikm2022-cup/">CIKM Data Challenge on Recommender System Evaluation. </a> </h3>
</div>
</div>
</div>
<div class="strip">
<div class="container pt-6 pb-6 pb-md-10">
<div class="row justify-content-start">
<div class="col-12 col-md-4 mb-1">
<div class="service service-summary">
<div class="service-content">
<h2 class="service-title">
<a target="_blank" href="https://github.com/jacopotagliabue/reclist">GitHub Repository ⭐</a>
</h2>
<p>Star our GitHub project!
</p>
</div>
</div>
</div>
<div class="col-12 col-md-4 mb-1">
<div class="service service-summary">
<div class="service-content">
<h2 class="service-title">
<a target="_blank" href="https://arxiv.org/abs/2111.09963">WWW Paper 📚</a>
</h2>
<p>Our 2022 Web Conf Paper.
</p>
</div>
</div>
</div>
<div class="col-12 col-md-4 mb-1">
<div class="service service-summary">
<div class="service-content">
<h2 class="service-title">
<a target="_blank" href="https://www.youtube.com/watch?v=cAlJYxFYA04">StitchFix Algo Hour Video 📹</a>
</h2>
<p>Our Video at Stitch Fix Algo Hour.
</p>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="col-md-6 mb-2">
<div class="">
<div class="">
<img alt="Photo of Jacopo Tagliabue" class="img-fluid"
src="/images/team/jacopo.png" width="400">
</div>
<div class="team-meta">
<a href="https://jacopotagliabue.it"><h2 class="team-name">Jacopo Tagliabue</h2></a>
<p class="team-description">Coveo's Director of A.I.</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/jacopotagliabue/">LinkedIn</a>
-
<a target="_blank" rel="noreferrer" href="https://www.github.com/jacopotagliabue">GitHub</a>
</div>
<div class="team-content">
<p>Coveo's Director of A.I, combining product thinking and research-like curiosity to build better data-driven systems at scale. </p></div>
</div></div>
<div class="col-md-6 mb-2"><div class="">
<div class="">
<img alt="Photo of Federico Bianchi" class="img-fluid" src="/images/team/fede_new.png" width="400">
</div>
<div class="team-meta">
<a href="https://federicobianchi.io"><h2 class="team-name"> Federico Bianchi </h2></a>
<p class="team-description">Stanford University</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/federico-bianchi-3b7998121/">LinkedIn</a>
-
<a target="_blank" rel="noreferrer" href="https://www.github.com/vinid">GitHub</a>
</div>
<div class="team-content"> <p>Federico is a PostDoctoral Researcher at Stanford University. Working on Natural Language Processing.</p></div>
</div></div>
</div>
</div>
<div class="container">
<div class="row">
<div class="col-md-12">
<h2>Friends of RecList</h2>
</div>
</div>
<div class="row">
<div class="col-md-3 mb-2">
<div class="">
<div class="">
<img alt="Photo of Patrick" class="img-fluid"
src="/images/team/patrick.png" width="200">
</div>
<div class="team-meta">
<h2 class="team-name">Patrick John Chia</h2>
<p class="team-description">Coveo</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/patrick-john-chia/">LinkedIn</a>
</div>
</div>
</div>
<div class="col-md-3 mb-2">
<div class="">
<div class="">
<img alt="Photo of Brian" class="img-fluid"
src="/images/team/brian_s.png" width="200">
</div>
<div class="team-meta">
<h2 class="team-name">Brian Ko</h2>
<p class="team-description">Kosa AI</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/briankosw/">LinkedIn</a>
</div>
</div>
</div>
<div class="col-md-3 mb-2">
<div class="">
<div class="">
<img alt="Photo of Chloe" class="img-fluid"
src="/images/team/chloe.png" width="200">
</div>
<div class="team-meta">
<h2 class="team-name">Chloe He</h2>
<p class="team-description">Stanford</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/chloe-he/">LinkedIn</a>
</div>
</div>
</div>
<div class="col-md-3 mb-2">
<div class="">
<div class="">
<img alt="Photo of Ciro" class="img-fluid"
src="/images/team/ciro.png" width="200">
</div>
<div class="team-meta">
<h2 class="team-name">Ciro Greco</h2>
<p class="team-description">Coveo</p>
<a target="_blank" rel="noreferrer" href="https://www.linkedin.com/in/cirogreco/">LinkedIn</a>
</div>
</div>
</div>
</div>
</div>
<div class="strip strip-grey">
<div class="container pt-6 pb-6 pt-md-10 pb-md-10">
<h3>Reclist is an open source project generously supported by these awesome folks</h3>
<div class="row justify-content-center">
<div class="col-12 col-md-6 col-lg-4 mb-2">
<div class="feature">
<div class="feature-image"><a href="https://www.comet.com/?utm_source=jacopot&utm_medium=referral&utm_campaign=online_jacopot_2022&utm_content=jacopot_site" target="blank"><img width="100" height="100" alt=" logo" src="/images/sponsors/comet.png" /></a></div>
<h2 class="feature-title"><a href="https://www.comet.com/?utm_source=jacopot&utm_medium=referral&utm_campaign=online_jacopot_2022&utm_content=jacopot_site" target="blank">Comet</a></h2>
<div class="feature-content">
<p>Build better ML models faster</p>
</div>
</div>
</div>
<div class="col-12 col-md-6 col-lg-4 mb-2">
<div class="feature">
<div class="feature-image"><a href="https://neptune.ai/" target="blank"><img width="100" height="100" alt=" logo" src="/images/sponsors/neptune.png" /></a></div>
<h2 class="feature-title"><a href="https://neptune.ai/" target="blank">Neptune AI</a></h2>
<div class="feature-content">
<p>Metadata Store for MLOps</p>
</div>
</div>
</div>
<div class="col-12 col-md-6 col-lg-4 mb-2">
<div class="feature">
<div class="feature-image"><a href="https://gantry.io/" target="blank"><img width="100" height="100" alt=" logo" src="/images/sponsors/gantry.png" /></a></div>
<h2 class="feature-title"><a href="https://gantry.io/" target="blank">Gantry</a></h2>
<div class="feature-content">
<p>Continually improve your ML powered products</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="footer">
<div class="container">
<div class="row">
<div class="col-12">
<div class="footer-inner">
<h3 class="footer-title">RecList</h3>
<div id="footer-menu" class="footer-menu">
<ul>
</ul>
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<div class="sub-footer">
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<div class="sub-footer-inner">
<div class="social">
<a href="https://github.com/jacopotagliabue/reclist" target="blank"><img src="/images/social/github.svg" title="Github" alt="Github" /></a>
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<div class="copyright">Free Hugo theme by <a class="zerostatic" href="https://www.zerostatic.io">www.zerostatic.io</a>. Chibi design from <a href="https://www.instagram.com/wisesnail/?hl=en"> wisesnail</a></div>
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