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The Top 23 Collaborative Filtering Matrix Factorization Open Source Projects

Open source projects categorized as Collaborative Filtering Matrix Factorization
Categories > Machine Learning > Collaborative Filtering
Categories > Machine Learning > Matrix Factorization
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
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
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
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
Elliot ⭐ 248
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
most recent commit 6 months ago
Polara ⭐ 243
Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.
most recent commit 2 years ago
Rsparse ⭐ 167
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
dependent packages 4total releases 8most recent commit a year 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
Recommender_system_with_python ⭐ 124
recommender system tutorial with Python
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
Rectorch ⭐ 104
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
total releases 7most recent commit 4 years ago
Keras Movielens Cf ⭐ 75
A set of Jupyter notebooks demonstrating collaborative filtering using matrix factorization with Keras.
most recent commit 7 years ago
Collaborative Deep Learning For Recommender Systems ⭐ 58
The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.
most recent commit 6 years ago
Reco ⭐ 55
a simple yet versatile recommendation systems library in python
total releases 12most recent commit 10 months ago
Matrix Completion ⭐ 54
Lightweight Python library for in-memory matrix completion.
total releases 2most recent commit 4 years ago
Recoder ⭐ 48
Large scale training of factorization models for Collaborative Filtering with PyTorch
total releases 5most recent commit 3 years ago
Collabstream ⭐ 44
Parallelized Online Matrix Factorization for Collaborative Filtering using Stochastic Gradient Descent
most recent commit 8 years ago
Recommendation.jl ⭐ 43
Building recommender systems in Julia
most recent commit a year ago
The 3 Most Depended On Collaborative Filtering Matrix Factorization 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
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
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 Collaborative Filtering Matrix Factorization 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
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
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
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
Matrix Completion ⭐ 54
Lightweight Python library for in-memory matrix completion.
total releases 2latest release June 29, 2020most recent commit 4 years ago
Rectorch ⭐ 104
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
total releases 7latest release May 27, 2020most recent commit 4 years ago
Reco ⭐ 55
a simple yet versatile recommendation systems library in python
total releases 12latest release March 30, 2020most recent commit 10 months ago
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