Recommender Systems Python Packages

ranx

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

recbole

A unified, comprehensive and efficient recommendation library

tensorflow-ranking

Learning to Rank in TensorFlow

merlin-dataloader

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

irspack

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

fuxictr

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

caserecommender

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

similaripy

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

datarec-lib

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

ezsasrec

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

rank-eval

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

recometrics

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

ml-recsys-tools

Tools for development of recommendation systems in Python.

fneighcf

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

rs-metrics

Metrics for recommender systems

sm-rs

SM-RS benchmark: data loaders and canonical task evaluators for the single- and multi-objective recommendations dataset.

repsys-framework

Framework for Interactive Evaluation of Recommender Systems

datarec

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

prelims

Front matter post-processor for static site generators

lightfm-pandas

LightFM convenience tools

teamoflow

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

recsysk

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

rankcal

Calibration and uncertainty quantification for ranking systems

neurec

Next RecSys Library