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The Top 23 Python Matrix Factorization Open Source Projects

Open source projects categorized as Python 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
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
Deeprec ⭐ 1,068
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
most recent commit 2 years 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
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
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
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
Recommend ⭐ 269
recommendation system with python
most recent commit 6 years ago
Elliot ⭐ 248
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
most recent commit 6 months ago
Convmf ⭐ 242
Code for our paper Convolutaional Matrix Factorization for Document Context-Aware Recommendation (RecSys 2016)
most recent commit 7 years ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Cofactor ⭐ 155
CoFactor: Regularizing Matrix Factorization with Item Co-occurrence
most recent commit 7 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
The 5 Most Depended On Python 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
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 Python 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 4 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
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
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
Equadratures ⭐ 84
total releases 12latest release March 30, 2022most recent commit 2 years ago
Flurs ⭐ 100
:ocean: FluRS: A Python library for streaming recommendation algorithms
total releases 5latest release January 31, 2022most recent commit 2 years ago
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