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11 best JavaScript Recommender System libraries in 2022

by Open Weaver kits ✔ Updated: Apr 6, 2022

The ability to recommend music, movies, books, and other products is essential to almost all eCommerce businesses. However, this functionality can be complicated to implement. That's why so many eCommerce sites rely on third-party web applications for recommendation functionality instead of building their own. However, this process is often error-prone, time-consuming, and expensive. Instead of spending hours building a recommendation system on your own site, you might consider using an open-source JavaScript recommender system library. You can find dozens of open source libraries on the Internet these days. Many are intended for building social networks or other social APIs, but others work with the media recommendation problem. Below are the top eight JavaScript recommender system libraries in use today.

clmtrackrby auduno

JavaScript star image 6307 Version:1.1.2

License: Permissive (MIT)

Javascript library for precise tracking of facial features via Constrained Local Models

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clmtrackrby auduno

JavaScript star image 6307 Version:1.1.2 License: Permissive (MIT)

Javascript library for precise tracking of facial features via Constrained Local Models
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recommendationRaccoonby guymorita

JavaScript star image 755 Version:Current

License: Permissive (MIT)

A collaborative filtering based recommendation engine and NPM module built on top of Node.js and Redis. The engine uses the Jaccard coefficient to determine the similarity between users and k-nearest-neighbors to create recommendations. This module is useful for anyone with a database of users, a database of products/movies/items and the desire to give their users the ability to like/dislike and receive recommendations.

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recommendationRaccoonby guymorita

JavaScript star image 755 Version:Current License: Permissive (MIT)

A collaborative filtering based recommendation engine and NPM module built on top of Node.js and Redis. The engine uses the Jaccard coefficient to determine the similarity between users and k-nearest-neighbors to create recommendations. This module is useful for anyone with a database of users, a database of products/movies/items and the desire to give their users the ability to like/dislike and receive recommendations.
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likely.jsby sbyrnes

JavaScript star image 200 Version:Current

License: Permissive (MIT)

A javascript library for collaborative filtering and recommendation engines designed for node.js

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likely.jsby sbyrnes

JavaScript star image 200 Version:Current License: Permissive (MIT)

A javascript library for collaborative filtering and recommendation engines designed for node.js
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github-recommendation-engineby jaimevalero

JavaScript star image 81 Version:v2.0.0

License: Others (Non-SPDX)

A github repository suggestion system

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github-recommendation-engineby jaimevalero

JavaScript star image 81 Version:v2.0.0 License: Others (Non-SPDX)

A github repository suggestion system
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akinby Asymmetrik

JavaScript star image 68 Version:Current

License: Permissive (MIT)

Node.js Recommendation Engine based on Collaborative Filtering

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akinby Asymmetrik

JavaScript star image 68 Version:Current License: Permissive (MIT)

Node.js Recommendation Engine based on Collaborative Filtering
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node-recommendby xissy

JavaScript star image 62 Version:Current

License: Permissive (MIT)

A node.js module to implement a recommender engine with popular machine-learning algorithms.

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node-recommendby xissy

JavaScript star image 62 Version:Current License: Permissive (MIT)

A node.js module to implement a recommender engine with popular machine-learning algorithms.
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machine-learning-dotsby DiegoRodriguez2018

JavaScript star image 1 Version:Current

License: Permissive (CC0-1.0)

A simple JavaScript Machine Learning project, where "dots" learn how to avoid obstacles.

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machine-learning-dotsby DiegoRodriguez2018

JavaScript star image 1 Version:Current License: Permissive (CC0-1.0)

A simple JavaScript Machine Learning project, where "dots" learn how to avoid obstacles.
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csv-to-array-matrixby javascript-machine-learning

JavaScript star image 1 Version:Current

License: Permissive (MIT)

🔨 A simple CSV to arrays in array (matrix) parser.

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csv-to-array-matrixby javascript-machine-learning

JavaScript star image 1 Version:Current License: Permissive (MIT)

🔨 A simple CSV to arrays in array (matrix) parser.
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javascript-Machine-Learningby aawezk786

JavaScript star image 1 Version:Current

License: Permissive (MIT)

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javascript-Machine-Learningby aawezk786

JavaScript star image 1 Version:Current License: Permissive (MIT)

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JavaScript-ML-with-LR-and-Gradient-Descentby Dr-Wolf-ML

JavaScript star image 0 Version:Current

License: Permissive (Unlicense)

JavaScript Machine Learning with LR and Gradient Descent

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JavaScript-ML-with-LR-and-Gradient-Descentby Dr-Wolf-ML

JavaScript star image 0 Version:Current License: Permissive (Unlicense)

JavaScript Machine Learning with LR and Gradient Descent
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tytusjsby tytusdb

JavaScript star image 0 Version:Current

License: Permissive (MIT)

Pure Javascript Machine Learning Library

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tytusjsby tytusdb

JavaScript star image 0 Version:Current License: Permissive (MIT)

Pure Javascript Machine Learning Library
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