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The Top 23 Machine Learning Matrix Factorization Open Source Projects

Open source projects categorized as Machine Learning Matrix Factorization
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Matrix Factorization
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15most recent commit 4 months agopypi lightfm} Downloads
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47most recent commit 5 months agopypi implicit} Downloads
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit a year ago
Awesome Community Detection ⭐ 2,232
A curated list of community detection research papers with implementations.
most recent commit 4 months ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 2 years agopypi fastFM} Downloads
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Buffalo ⭐ 571
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
total releases 34most 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
Armadillo Code ⭐ 439
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
most recent commit 8 months ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
Elliot ⭐ 248
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
most recent commit 6 months ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29most recent commit 7 months agopackagist rubix/tensor} Downloads
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Cumf_als ⭐ 157
CUDA Matrix Factorization Library with Alternating Least Square (ALS)
most recent commit 6 years ago
Recommender_system_with_python ⭐ 124
recommender system tutorial with Python
most recent commit a year ago
M Nmf ⭐ 119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
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
Mads.jl ⭐ 100
MADS: Model Analysis & Decision Support
most recent commit 3 months ago
Flurs ⭐ 100
🌊 FluRS: A Python library for streaming recommendation algorithms
total releases 5most recent commit 2 years ago
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 2 years ago
Rolx ⭐ 56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
most recent commit a year ago
Cogaps ⭐ 53
Bayesian MCMC matrix factorization algorithm
most recent commit 3 months ago
The 6 Most Depended On Machine Learning Matrix Factorization 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
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
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29latest release September 20, 2023most recent commit 7 months agopackagist rubix/tensor} Downloads
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8latest release November 23, 2017most recent commit 2 years agopypi fastFM} 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
Ridge ⭐ 5
Python Machine Learning Library
dependent packages 1total releases 7latest release July 25, 2018most recent commit 6 years agopypi ridge} Downloads
The 10 Latest Releases In Machine Learning 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
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
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29latest release September 20, 2023most recent commit 7 months agopackagist rubix/tensor} Downloads
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
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
Flurs ⭐ 100
:ocean: FluRS: A Python library for streaming recommendation algorithms
total releases 5latest release January 31, 2022most recent commit 2 years ago
Tnmf ⭐ 5
Transform-Invariant Non-Negative Matrix Factorization
total releases 3latest release November 12, 2021most recent commit 2 years 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
Ridge ⭐ 5
Python Machine Learning Library
dependent packages 1total releases 7latest release July 25, 2018most recent commit 6 years agopypi ridge} Downloads
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