RL4RS

Recommender system toolkit

A collection of real-world datasets and practical reinforcement learning baselines for recommendation systems.

A Real-World Benchmark for Reinforcement Learning based Recommender System

GitHub

220 stars
6 watching
26 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
deepgraphlearning/recommendersystemsA comprehensive library of algorithms and techniques for building recommender systems1,102
rucaibox/recsysdatasetsA repository of public data sources for Recommender Systems.887
alibaba/easyrecA framework for building and deploying scalable recommendation algorithms1,814
deeplearningbrasil/mars-gymA framework for building and evaluating recommender systems using reinforcement learning51
rlworkgroup/garageA toolkit for developing and evaluating reinforcement learning algorithms in a reproducible manner1,893
jfkirk/tensorrecA Python framework for building recommendation systems using TensorFlow.1,277
astrazeneca/rexmexA library providing a comprehensive set of metrics and tools for evaluating recommender systems278
practical-recommender-systems/moviegeekA Django-based website demonstrating how to implement recommender algorithms with a dataset from themoviedb.org API.909
rle-foundation/rlexploreProvides a unified toolkit for constructing, computing, and optimizing intrinsic reward modules in reinforcement learning373
ankane/torchrec-rubyA deep learning-based recommendation system framework for Ruby36
google-research/rldsA toolkit for storing and manipulating episodic data in reinforcement learning and related tasks.302
ocelma/python-recsysA library for building and using collaborative filtering-based recommender systems1,477
preferredai/cornacA tool for building and comparing multimodal recommender systems using various machine learning algorithms.897
ghamrouni/recommenderA C-based system for predicting product recommendations using collaborative filtering algorithms266
jjkke88/rl_toolboxA collection of reinforcement learning algorithms and tools for training agents in complex environments.43