Recommender Systems

Libraries for building recommender systems.

annoy13.4K

Approximate Nearest Neighbors in C++/Python optimized for memory usage.

Surprise6.5K

A scikit for building and analyzing recommender systems.

lightfm4.8K

A Python implementation of a number of popular recommendation algorithms.

implicit3.6K

A fast Python implementation of collaborative filtering for implicit datasets.

spotlight3K

Deep recommender models using PyTorch.

libffm1.6K

A library for Field-aware Factorization Machine (FFM).

tensorrec1.3K

A Recommendation Engine Framework in TensorFlow.

fastFM1.1K

A library for Factorization Machines.