Collaborative Filtering Python Packages

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

recbole

A unified, comprehensive and efficient recommendation library

rusket

rusket 🦀🧺

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

torchfm

Factorization Machine models in PyTorch

myfm

A Python/C++ implementation of Bayesian Factorization Machines

matrix-factorization

Library for matrix factorization for recommender systems using collaborative filtering

rtrec

An realtime recommendation system supporting online updates

rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

similaripy

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

sansa

SANSA - sparse EASE for millions of items

deepmatch

Deep matching model library for recommendations, advertising. It's easy to train models and to **export representation vectors** for user and item which can be used for **ANN search**.

rectorch

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

rec-pangu

Some Rank/Multi-task model implemented by Pytorch

pytorchcml

Collaborative Metric Learning implemented by PyTorch

benchscofi

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

neighbors

A package to perform collaborative filtering on emotion datasets.

fneighcf

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

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)

stanscofi

Package for STANdard drug Screening by COllaborative FIltering. Performs benchmarks against datasets and SotA algorithms, and implements training, validation and testing procedures.

mkpyros

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

funrec

funrec