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The Top 23 Matrix Factorization Open Source Projects

Open source projects categorized as Matrix Factorization
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
Librec ⭐ 3,113
LibRec: A Leading Java Library for Recommender Systems, see
most recent commit 2 years ago
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
Reclearn ⭐ 1,406
Recommender Learning with Tensorflow2.x
most recent commit 2 years ago
Lapack ⭐ 1,336
LAPACK development repository
most recent commit 3 months ago
Deeprec ⭐ 1,068
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
most recent commit 2 years ago
Neanderthal ⭐ 1,034
Fast Clojure Matrix Library
total releases 61most recent commit 5 months ago
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 2 years agopypi fastFM} Downloads
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
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Cornac ⭐ 782
A Comparative Framework for Multimodal Recommender Systems
total releases 39most recent commit 3 months ago
Lrslibrary ⭐ 741
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
most recent commit a year ago
Rsalgorithms ⭐ 676
Some algorithms about traditional and social recommendation.
most recent commit 5 months 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
Nimfa ⭐ 498
Nimfa: Nonnegative matrix factorization in Python
total releases 1most recent commit 3 years 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 7 months ago
Smore ⭐ 340
SMORe: Modularize Graph Embedding for Recommendation
most recent commit 2 years ago
Neural Collaborative Filtering ⭐ 312
pytorch version of neural collaborative filtering
most recent commit 4 years ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
Metarec ⭐ 282
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
most recent commit a year ago
The 10 Most Depended On Matrix Factorization Open Source Projects
Nmf ⭐ 94
NMF: A Flexible R package for Nonnegative Matrix Factorization
dependent packages 25total releases 31latest release March 20, 2023most recent commit 3 years 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
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
Nntensor ⭐ 12
R package for Non-negative Tensor Decomposition
dependent packages 4total releases 20latest release June 22, 2023most recent commit 10 months ago
Vector ⭐ 11
A linear algebra library for TypeScript and JavaScript
dependent packages 4total releases 21latest release July 11, 2021most recent commit 2 years agonpm @josh-brown/vector} Downloads
Recosystem ⭐ 80
Recommender System Using Parallel Matrix Factorization
dependent packages 3total releases 10latest release September 19, 2021most recent commit a year ago
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
Pprec ⭐ 26
a recommender engine node-js package for general use and easy to integrate.
dependent packages 2total releases 18latest release January 03, 2022most recent commit 2 years agonpm pprec} Downloads
The 10 Latest Releases In 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
Scdef ⭐ 11
Deep exponential families for single-cell data.
total releases 14latest release October 04, 2023most recent commit 5 months ago
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
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
Mowgli ⭐ 31
Single-cell multi-omics integration using Optimal Transport
total releases 4latest release June 26, 2023most recent commit 6 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
Nntensor ⭐ 12
R package for Non-negative Tensor Decomposition
dependent packages 4total releases 20latest release June 22, 2023most recent commit 10 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
Nmf ⭐ 94
NMF: A Flexible R package for Nonnegative Matrix Factorization
dependent packages 25total releases 31latest release March 20, 2023most recent commit 3 years ago
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