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The Top 23 Collaborative Filtering Open Source Projects

Open source projects categorized as Collaborative Filtering
Categories > Machine Learning > Collaborative Filtering
Gorse ⭐ 8,010
Gorse open source recommender system engine
dependent packages 1total releases 54most recent commit a month ago
Rspapers ⭐ 5,701
A Curated List of Must-read Papers on Recommender System.
most recent commit 4 months ago
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47most recent commit 5 months agopypi implicit} Downloads
Librec ⭐ 3,113
LibRec: A Leading Java Library for Recommender Systems, see
most recent commit 2 years ago
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10most recent commit 3 months agopypi recbole} Downloads
Deep Learning For Recommendation Systems ⭐ 2,141
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
most recent commit 4 years ago
Deepmatch ⭐ 1,906
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
total releases 9most recent commit a year ago
Neural_collaborative_filtering ⭐ 1,515
Neural Collaborative Filtering
most recent commit 2 years ago
Deeprecommender ⭐ 1,457
Deep learning for recommender systems
most recent commit 4 years ago
Deeprec ⭐ 1,068
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
most recent commit 2 years ago
Recsys2019_deeplearning_evaluation ⭐ 871
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
most recent commit 2 years ago
Neurec ⭐ 861
Next RecSys Library
total releases 1most recent commit 2 years ago
Tutorials ⭐ 847
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit a year ago
Cornac ⭐ 782
A Comparative Framework for Multimodal Recommender Systems
total releases 39most recent commit 3 months ago
Awesome Recsys Papers ⭐ 614
The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!
most recent commit 6 years ago
Daisyrec ⭐ 496
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.
total releases 16most recent commit a year ago
Competitive Recsys ⭐ 475
A collection of resources for Recommender Systems (RecSys)
most recent commit 2 years ago
Newsrecommendsystem ⭐ 467
个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.
most recent commit 5 years ago
Jstarcraft Rns ⭐ 368
专注于解决推荐领域与搜索领域的两个核心问题:排序预测(Ranking)和评分预测(Rating). 为相关领域的研发人员提供完整的通用设计与参考实现. 涵盖了70多种排序预测与评分预测算法,是最快最全的Java推荐与搜索引擎.
most recent commit a year ago
Awesome Recsys ⭐ 351
A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)
most recent commit 2 years ago
Neural_graph_collaborative_filtering ⭐ 339
Neural Graph Collaborative Filtering, SIGIR2019
most recent commit 4 years ago
Paperlist For Recommender Systems ⭐ 334
Recommender Systems Paperlist that I am interested in
most recent commit 3 years ago
Sifarish ⭐ 328
Content based and collaborative filtering based recommendation and personalization engine implementation on Hadoop and Storm
most recent commit 4 years ago
The 10 Most Depended On Collaborative Filtering Open Source Projects
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47latest release September 29, 2023most recent commit 5 months agopypi implicit} Downloads
Likely.js ⭐ 198
A javascript library for collaborative filtering and recommendation engines designed for node.js
dependent packages 5total releases 5latest release September 04, 2015most recent commit 6 years agonpm likely} Downloads
Rsparse ⭐ 167
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
dependent packages 4total releases 8latest release September 11, 2022most recent commit a year ago
Recommenderlab ⭐ 207
recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
dependent packages 4total releases 24latest release September 20, 2023most recent commit 7 months ago
Js Recommender ⭐ 8
Package provides java implementation of content collaborative filtering for recommend-er system
dependent packages 3total releases 6latest release June 05, 2017most recent commit 7 years agonpm js-recommender} Downloads
Nodeml ⭐ 17
machine learning framework for node.js
dependent packages 2total releases 15latest release April 18, 2017most recent commit 7 years agonpm nodeml} Downloads
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
Replay ⭐ 109
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
dependent packages 1total releases 14latest release November 24, 2023most recent commit 3 months agopypi replay-rec} Downloads
Recommender Addon ⭐ 11
A node addon for recommendations
dependent packages 1total releases 18latest release May 31, 2017most recent commit 7 years agonpm recommender} Downloads
Gorse ⭐ 8,010
Gorse open source recommender system engine
dependent packages 1total releases 54latest release June 05, 2023most recent commit a month ago
The 10 Latest Releases In Collaborative Filtering Open Source Projects
Replay ⭐ 109
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
dependent packages 1total releases 14latest release November 24, 2023most recent commit 3 months agopypi replay-rec} Downloads
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
Cornac ⭐ 782
A Comparative Framework for Multimodal Recommender Systems
total releases 39latest release October 03, 2023most recent commit 3 months ago
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47latest release September 29, 2023most recent commit 5 months agopypi implicit} Downloads
Recommenderlab ⭐ 207
recommenderlab - Lab for Developing and Testing Recommender Algorithms - R package
dependent packages 4total releases 24latest release September 20, 2023most recent commit 7 months ago
Librecommender ⭐ 288
Versatile End-to-End Recommender System
total releases 30latest release August 11, 2023most recent commit 3 months ago
Gorse ⭐ 8,010
Gorse open source recommender system engine
dependent packages 1total releases 54latest release June 05, 2023most recent commit a month ago
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