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Recommender Systems Python Packages

Python packages with the GitHub topic recommender-systems. Sorted by relevance, with stars and monthly downloads.
AmenRa
ranx

⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍

121K 677 31
RUCAIBox
recbole

A unified, comprehensive and efficient recommendation library

117K 4K 743
tensorflow
tensorflow-ranking

Learning to Rank in TensorFlow

70K 3K 477
NVIDIA-Merlin
merlin-dataloader

The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX

19K 423 27
tohtsky
irspack

Train, evaluate, and optimize implicit feedback-based recommender systems.

11K 31 10
caserec
caserecommender

A recommender systems framework for Python

3K 499 95
reczoo
fuxictr

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

2K 1K 229
sisinflab
datarec-lib

A Python Library for Standardized and Reproducible Data Management in Recommender Systems

2K 20 1
takuti
prelims

Front matter post-processor for static site generators

1K 5 1
bogliosimone
similaripy

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

876 58 4
sisinflab
datarec

Standardized & reproducible data management for recommender systems.

769 20 1
AmenRa
rank-eval

⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍

675 677 31
david-cortes
recometrics

(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems

610 32 3
cowjen01
repsys-framework

Framework for developing and analyzing recommender systems.

490 35 5
artdgn
ml-recsys-tools

Tools for development of recommendation systems in Python.

442 1 0
iamsikun
recsysk

Framework-agnostic recsys benchmarking harness — pinned benchmarks, pluggable algorithms, reproducible runs.

408 0 0
darel13712
rs-metrics

Recommendation systems metrics

373 8 1
david-cortes
fneighcf

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

278 2 3
beomso0
ezsasrec

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

254 10 1
artdgn
lightfm-pandas

LightFM convenience tools.

158 0 0
GitHubOfAndrew
teamoflow

A TensorFlow 2.X-based matrix factorization framework, particularly for the purpose of query (user)-value (item) matching.

106 1 0
wubinzzu
neurec

An open source neural recommender library

84 1K 217
jman4162
rankcal

Calibration and uncertainty quantification for ranking systems

81 1 0
mwydmuch
xcolumns

Consistent Optimization of Label-wise Utilities in Multi-label classificatioN

73 2 1
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