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The Top 23 Recommender Open Source Projects

Open source projects categorized as Recommender
Categories > Recommender
Recommenders ⭐ 17,950
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 2 days agopypi recommenders} Downloads
Awesome Project Ideas ⭐ 6,856
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
most recent commit a year ago
Surprise ⭐ 6,070
A Python scikit for building and analyzing recommender systems
dependent packages 7total releases 2most recent commit a year agopypi surprise} Downloads
Rspapers ⭐ 5,701
A Curated List of Must-read Papers on Recommender System.
most recent commit 4 months ago
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15most recent commit 4 months agopypi lightfm} Downloads
List_of_recommender_systems ⭐ 4,126
A List of Recommender Systems and Resources
most recent commit a year ago
Paddlerec ⭐ 3,992
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等
total releases 4most recent commit 3 months ago
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19most recent commit a month ago
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
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit a year ago
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
most recent commit a year ago
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
Danbooru ⭐ 2,039
A taggable image board written in Rails.
most recent commit 3 months ago
Reco Papers ⭐ 1,753
Classic papers and resources on recommendation
most recent commit 4 years ago
Recommenders ⭐ 1,679
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
dependent packages 1total releases 15most recent commit 5 months agopypi tensorflow-recommenders} Downloads
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
most recent commit 2 years ago
Python Recsys ⭐ 1,357
A python library for implementing a recommender system
most recent commit 3 years ago
Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
most recent commit 5 months ago
Crab ⭐ 1,088
Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).
most recent commit 4 years ago
Lenskit ⭐ 925
LensKit recommender toolkit.
dependent packages 16total releases 30most recent commit 3 years ago
Big Data Resources ⭐ 898
大数据/数据挖掘/推荐系统/机器学习相关资源
most recent commit 5 years ago
Neurec ⭐ 861
Next RecSys Library
total releases 1most recent commit 2 years ago
The 10 Most Depended On Recommender Open Source Projects
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15latest release March 20, 2023most recent commit 4 months agopypi lightfm} Downloads
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19latest release November 03, 2023most recent commit a month ago
Lenskit ⭐ 925
LensKit recommender toolkit.
dependent packages 16total releases 30latest release March 30, 2016most recent commit 3 years ago
Surprise ⭐ 6,070
A Python scikit for building and analyzing recommender systems
dependent packages 7total releases 2latest release January 14, 2017most recent commit a year agopypi surprise} Downloads
Product Recommender ⭐ 41
Wrapping of my python recommender into an npm module
dependent packages 5total releases 18latest release September 02, 2014most recent commit 10 years agonpm product-recommender} 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
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
Content Based Recommender ⭐ 17
A simple content-based recommender implemented in javascript
dependent packages 3total releases 18latest release October 07, 2020most recent commit 4 years agonpm content-based-recommender} Downloads
The 10 Latest Releases In Recommender Open Source Projects
Pit ⭐ 27
Distributed Recommender System
latest release November 21, 2023most recent commit 8 years ago
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19latest release November 03, 2023most recent commit a month ago
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
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
Jurity ⭐ 31
[ICMLA 2021] Jurity: Fairness & Evaluation Library
dependent packages 1total releases 11latest release September 08, 2023most recent commit 8 months agopypi jurity} Downloads
Librecommender ⭐ 288
Versatile End-to-End Recommender System
total releases 30latest release August 11, 2023most recent commit 3 months ago
Poismf ⭐ 43
(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)
total releases 36latest release August 08, 2023most recent commit 9 months ago
Buffalo ⭐ 571
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
total releases 34latest release June 23, 2023most recent commit 3 months ago
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