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The Top 23 Python Collaborative Filtering Open Source Projects

Open source projects categorized as Python Collaborative Filtering
Categories > Machine Learning > Collaborative Filtering
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47most recent commit 5 months agopypi implicit} Downloads
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
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
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
Neural_graph_collaborative_filtering ⭐ 339
Neural Graph Collaborative Filtering, SIGIR2019
most recent commit 4 years ago
Bars ⭐ 315
BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS
most recent commit 4 months ago
Neural Collaborative Filtering ⭐ 312
pytorch version of neural collaborative filtering
most recent commit 4 years ago
Librecommender ⭐ 288
Versatile End-to-End Recommender System
total releases 30most recent commit 3 months ago
Pytorch Fm ⭐ 268
Factorization Machine models in PyTorch
total releases 8most recent commit 4 years ago
Recommender System ⭐ 254
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
most recent commit 3 years ago
Elliot ⭐ 248
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
most recent commit 6 months ago
Movietaster Open ⭐ 241
A practical movie recommend project based on Item2vec.
most recent commit 4 years ago
Letterboxd_recommendations ⭐ 190
Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username
most recent commit 3 months ago
Recommendationsystem ⭐ 190
Book recommender system using collaborative filtering based on Spark
most recent commit 6 years ago
The 3 Most Depended On Python 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
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
The 10 Latest Releases In Python 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
Librecommender ⭐ 288
Versatile End-to-End Recommender System
total releases 30latest release August 11, 2023most recent commit 3 months ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11latest release September 03, 2022most recent commit 6 months ago
Oboe ⭐ 70
An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
total releases 11latest release October 23, 2021most recent commit 3 years ago
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