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The Top 23 Deep Learning Collaborative Filtering Open Source Projects

Open source projects categorized as Deep Learning Collaborative Filtering
Categories > Machine Learning > Collaborative Filtering
Categories > Machine Learning > Deep Learning
Rspapers ⭐ 5,701
A Curated List of Must-read Papers on Recommender System.
most recent commit 4 months 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
Neural Collaborative Filtering ⭐ 312
pytorch version of neural collaborative filtering
most recent commit 4 years ago
Metarec ⭐ 282
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
most recent commit a year ago
Movietaster Open ⭐ 241
A practical movie recommend project based on Item2vec.
most recent commit 4 years ago
Recommendation Systems Paperlist ⭐ 237
Papers about recommendation systems that I am interested in
most recent commit 4 years ago
Summary Of Recommender System Papers ⭐ 230
阅读过的推荐系统论文的归类总结，持续更新中…
most recent commit 5 years ago
Dl Course ⭐ 201
Deep Learning with Catalyst
most recent commit 3 years ago
Collaborativememorynetwork ⭐ 174
Collaborative Memory Network for Recommendation Systems, SIGIR 2018
most recent commit 3 years ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11most recent commit 6 months ago
Recotour ⭐ 147
A tour through recommendation algorithms in python [IN PROGRESS]
most recent commit 3 years ago
Rec_pangu ⭐ 138
rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.
total releases 44most recent commit 9 months ago
Deep Autoencoders For Collaborative Filtering ⭐ 111
Using Deep Autoencoders for predictions of movie ratings.
most recent commit a year ago
Replay ⭐ 109
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
dependent packages 1total releases 14most recent commit 3 months agopypi replay-rec} Downloads
Enmf ⭐ 109
This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
most recent commit 3 years ago
The 2 Most Depended On Deep Learning Collaborative Filtering Open Source Projects
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 7 Latest Releases In Deep Learning 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
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
Recoder ⭐ 48
Large scale training of factorization models for Collaborative Filtering with PyTorch
total releases 5latest release April 10, 2021most recent commit 3 years ago
Neurec ⭐ 861
Next RecSys Library
total releases 1latest release November 04, 2019most recent commit 2 years ago
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