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Recommendation Python Packages

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

Fast Python Collaborative Filtering for Implicit Feedback Datasets

419K 4K 627
NicolasHug
scikit-surprise

A Python scikit for building and analyzing recommender systems

132K 7K 1K
recommenders-team
recommenders

Best Practices on Recommendation Systems

24K 22K 3K
shenweichen
deepctr

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

18K 8K 2K
fidelity
mab2rec

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

3K 159 29
myui
rtrec

An realtime recommendation system supporting online updates

1K 17 0
etlundquist
rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

1K 174 38
guocheng2018
srdatasets

Download and preprocess popular sequential recommendation datasets

973 225 28
shenweichen
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**.

747 2K 543
whw199833
gbiz-torch

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

491 4 0
microsoft
pre-reco-utils

Best Practices on Recommendation Systems

482 22K 3K
microsoft
pysarplus

Best Practices on Recommendation Systems

433 22K 3K
NicolasHug
scikit-surprise-2

A Python scikit for building and analyzing recommender systems

383 7K 1K
RUCAIBox
crslab

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

347 555 118
nirlotan
socialvec

SocialVec: Capturing the social dimension of world knowledge

319 5 3
beomso0
ezsasrec

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

254 10 1
owj0421
fashion-recommenders

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

198 20 6
microsoft
recommender-utils

Best Practices on Recommendation Systems

192 22K 3K
biolab
bluewhale3-recommendation

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

184 24 15
farfarfun
funrec

funrec

178 10 0
biolab
blauwal3-recommendation

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

177 24 15
GitHub-HongweiZhang
prediction-flow

Deep-Learning based CTR models implemented by PyTorch

144 256 51
biolab
orange3-recommendation-zh

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

140 24 15
sb-ai-lab
sim4rec

Simulator for recommendation algorithms

121 57 5
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