Recommendation Python Packages

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

scikit-surprise

A Python scikit for building and analyzing recommender systems

recommenders

Best Practices on Recommendation Systems

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

mab2rec

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

rtrec

An realtime recommendation system supporting online updates

rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

srdatasets

Download and preprocess popular sequential recommendation datasets

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**.

gbiz-torch

A comprehensive toolkit package designed to help you accurately predict key metrics in commercial area

pre-reco-utils

Best Practices on Recommendation Systems

pysarplus

Best Practices on Recommendation Systems

scikit-surprise-2

A Python scikit for building and analyzing recommender systems

crslab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

socialvec

SocialVec: Capturing the social dimension of world knowledge

ezsasrec

An easy and efficient tool to build sequential recommendation system utilizing SASRec

fashion-recommenders

An easy-to-use PyTorch-based package for fashion recommendation models

recommender-utils

Best Practices on Recommendation Systems

bluewhale3-recommendation

🍊 :thumbsdown: Add-on for Orange3 to support recommender systems.

funrec

funrec

blauwal3-recommendation

🍊 :thumbsdown: Add-on for Orange3 to support recommender systems.

prediction-flow

Deep-Learning based CTR models implemented by PyTorch

orange3-recommendation-zh

🍊 :thumbsdown: Add-on for Orange3 to support recommender systems.

sim4rec

Simulator for recommendation algorithms