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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

392K 4K 628
NicolasHug
scikit-surprise

A Python scikit for building and analyzing recommender systems

129K 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

Mab2Rec: Multi-Armed Bandits Recommender

4K 159 29
shenweichen
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.

1K 2K 543
etlundquist
rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

1K 174 38
myui
rtrec

An realtime recommendation system supporting online updates

1K 17 0
microsoft
pre-reco-utils

Best Practices on Recommendation Systems

667 22K 3K
microsoft
pysarplus

Best Practices on Recommendation Systems

594 22K 3K
guocheng2018
srdatasets

A collection of research ready datasets for sequential recommendation

506 226 28
whw199833
gbiz-torch

general deep algorithm for business, marketing and advertisement

384 4 0
NicolasHug
scikit-surprise-2

A Python scikit for building and analyzing recommender systems

338 7K 1K
nirlotan
socialvec

SocialVec is a framework of Social Embeddings for eliciting social world knowledge from social networks.

297 5 3
beomso0
ezsasrec

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

219 10 1
farfarfun
funrec

推荐系统工具包 - 提供机器学习推荐算法和推荐系统开发工具

212 10 0
RUCAIBox
crslab

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

211 554 117
benfred
wbimplicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

200 4K 628
microsoft
recommender-utils

Recommender System Utilities

199 22K 3K
biolab
bluewhale3-recommendation

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

162 24 15
owj0421
fashion-recommenders

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

156 20 6
biolab
blauwal3-recommendation

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

154 24 15
RUCAIBox
recbole-cdr

This is a library built upon RecBole for cross-domain recommendation algorithms

140 111 17
xue-pai
reczoo

A box of core libraries for recommendation model development

138 90 20
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