11 best JavaScript Recommender Sys libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Mar 10, 2023

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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 doticonstar image 6456 doticonVersion:v1.1.2doticon
License: Permissive (MIT)

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

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            clmtrackrby auduno

            JavaScript doticon star image 6456 doticonVersion:v1.1.2doticon License: Permissive (MIT)

            Javascript library for precise tracking of facial features via Constrained Local Models
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                      JavaScript doticonstar image 755 doticonVersion:Currentdoticon
                      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 doticon star image 755 doticonVersion:Currentdoticon 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 doticonstar image 200 doticonVersion:Currentdoticon
                                          License: Permissive (MIT)

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

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                                                    likely.jsby sbyrnes

                                                    JavaScript doticon star image 200 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                    A javascript library for collaborative filtering and recommendation engines designed for node.js
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                                                              JavaScript doticonstar image 81 doticonVersion:v2.0.0doticon
                                                              License: Others (Non-SPDX)

                                                              A github repository suggestion system

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                                                                        github-recommendation-engineby jaimevalero

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

                                                                        A github repository suggestion system
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                                                                                  akinby Asymmetrik

                                                                                  JavaScript doticonstar image 68 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  Node.js Recommendation Engine based on Collaborative Filtering

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                                                                                            akinby Asymmetrik

                                                                                            JavaScript doticon star image 68 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            Node.js Recommendation Engine based on Collaborative Filtering
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                                                                                                      JavaScript doticonstar image 62 doticonVersion:Currentdoticon
                                                                                                      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 doticon star image 62 doticonVersion:Currentdoticon 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 doticonstar image 1 doticonVersion:Currentdoticon
                                                                                                                          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 doticon star image 1 doticonVersion:Currentdoticon 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 doticonstar image 1 doticonVersion:Currentdoticon
                                                                                                                                              License: Permissive (MIT)

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

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

                                                                                                                                                        JavaScript doticon star image 1 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                        🔨 A simple CSV to arrays in array (matrix) parser.
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                                                                                                                                                                  JavaScript doticonstar image 1 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Permissive (MIT)

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                                                                                                                                                                            javascript-Machine-Learningby aawezk786

                                                                                                                                                                            JavaScript doticon star image 1 doticonVersion:Currentdoticon License: Permissive (MIT)

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                                                                                                                                                                                      JavaScript doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                      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 doticon star image 0 doticonVersion:Currentdoticon License: Permissive (Unlicense)

                                                                                                                                                                                                JavaScript Machine Learning with LR and Gradient Descent
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                                                                                                                                                                                                          tytusjsby tytusdb

                                                                                                                                                                                                          JavaScript doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                          Pure Javascript Machine Learning Library

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                                                                                                                                                                                                                    tytusjsby tytusdb

                                                                                                                                                                                                                    JavaScript doticon star image 0 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                    Pure Javascript Machine Learning Library
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