Repository Index

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

A Python scikit for building and analyzing recommender systems

• recommender
• systems
• recommendation
• svd

A Python implementation of LightFM, a hybrid recommendation algorithm.

• machine-learning
• recommender
• python
• matrix-factorization

A unified, comprehensive and efficient recommendation library

• recommender-systems
• collaborative-filtering
• knowledge-graph
• ctr-prediction

Fast Python Collaborative Filtering for Implicit Feedback Datasets

• collaborative-filtering
• machine-learning
• matrix-factorization
• recommender-system

Accelerated deep learning R&D

• deep-learning
• reinforcement-learning
• machine-learning
• computer-vision

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

• tensorflow-recommenders
• tensorflow
• recommender
• recommender-system

fastFM: A Library for Factorization Machines

• machine-learning
• recommender-system
• factorization-machines
• matrix-factorization

Exploit black-box recommenders for algorithm selection.