Recommender Systems Python Packages

recbole

A unified, comprehensive and efficient recommendation library

126K 4K 743

ranx

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

90K 674 31

tensorflow-ranking

Learning to Rank in TensorFlow

72K 3K 478

merlin-dataloader

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

21K 423 27

irspack

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

12K 31 10

fuxictr

A configurable, tunable, and reproducible library for CTR prediction

3K 1K 229

caserecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

2K 499 95

datarec-lib

Compatibility wrapper for the renamed DataRec package.

2K 20 1

similaripy

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

930 58 4

datarec

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

804 20 1

prelims

Front matter post-processor for static site generators

789 5 1

repsys-framework

Framework for Interactive Evaluation of Recommender Systems

751 35 5

recometrics

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

734 32 3

rank-eval

rank_eval: A Blazing Fast Python Library for Ranking Evaluation and Comparison

695 674 31

ml-recsys-tools

Tools for recommendation systems development

505 1 0

rs-metrics

Metrics for recommender systems

439 8 1

recsysk

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

362 0 0

fneighcf

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

229 3 3

ezsasrec

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

219 10 1

lightfm-pandas

LightFM convenience tools

161 0 0

teamoflow

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

98 1 0

rankcal

Calibration and uncertainty quantification for ranking systems.

83 1 0

neurec

Next RecSys Library

80 1K 217

xcolumns

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

71 2 1