Collaborative Filtering Python Packages

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

recbole

A unified, comprehensive and efficient recommendation library

rusket

rusket 🦀🧺

rfscorer

Recency-Frequency based recommendation scoring for product recommendation.

librecommender

Versatile End-to-End Recommender System

cmfrec

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

replay-rec

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

myfm

A Python/C++ implementation of Bayesian Factorization Machines

sansa

SANSA - sparse EASE for millions of items

torchfm

Factorization Machine models in PyTorch

matrix-factorization

Library for matrix factorization for recommender systems using collaborative filtering

rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

rtrec

An realtime recommendation system supporting online updates

similaripy

High-performance KNN similarity functions in Python, optimized for sparse matrices

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

pytorchcml

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

rec-pangu

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

fneighcf

Python implementation of 'Factor in the neighbors: Scalable and accurate collaborative filtering'

neighbors

A package to perform collaborative filtering on emotion datasets.

benchscofi

Package which contains implementations of published collaborative filtering-based algorithms for drug repurposing.

daisyrec

An easy-to-use library for recommender systems.

funrec

funrec

mkpyros

[PY]thon [R]ec[O]mmender [S]ystems library