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Matrix Factorization Python Packages

Python packages with the GitHub topic matrix-factorization. Sorted by relevance, with stars and monthly downloads.
benfred
implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

419K 4K 627
lyst
lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

60K 5K 725
bmsuisse
rusket

rusket ๐Ÿฆ€๐Ÿงบ

17K 3 0
tohtsky
irspack

Train, evaluate, and optimize implicit feedback-based recommender systems.

10K 31 10
marinkaz
nimfa

Nimfa: Nonnegative matrix factorization in Python

7K 559 139
sb-ai-lab
replay-rec

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

4K 397 40
kakao
buffalo

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

2K 582 109
cbg-ethz
scdef

Deep exponential families for single-cell data.

1K 20 1
Quang-Vinh
matrix-factorization

Library for matrix factorization for recommender systems using collaborative filtering

1K 22 8
myui
rtrec

An realtime recommendation system supporting online updates

1K 17 0
ExaScience
smurff

Bayesian Factorization with Side Information in C++ with Python wrapper

1K 70 13
gofflab
scproject

Transfer Learning of Gene Expression Signatures in Python.

860 6 1
makgyver
rectorch

rectorch: state-of-the-art recsys approaches implemented in pytorch.

602 150 19
david-cortes
recometrics

(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems

586 32 3
biolab
orange3-datafusion

Orange DataFusion add-on.

551 16 18
ZiyaoGeng
reclearn

A simple package about learning recommendation

518 2K 497
the-brAIn-lab
archepy

Multi-Subject Archetypal Analysis (MS-AA) for fMRI data, in Python.

514 1 0
Effective-Quadratures
equadratures

Polynomial approximations

493 101 46
takuti
flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

426 106 17
artdgn
ml-recsys-tools

Tools for development of recommendation systems in Python.

417 1 0
AmazingDD
daisyrec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

247 550 83
biolab
blauwal3-datafusion

๐ŸŠ :link: Data fusion add-on for Orange3

241 16 18
lmcinnes
enstop

Ensemble topic modelling with pLSA

204 114 12
PorkShoulderHolder
libmf

Python bindings to the libmf c++ repo for Matrix Factorization. libmf is fast, highly parallel, and can support factoring large matrices without holding them all in memory.

192 28 11
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