list_of_recommender_systems

Recommender systems catalog

A curated list of recommender systems and resources for software developers

A List of Recommender Systems and Resources

GitHub

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Repository Description Stars
practical-recommender-systems/moviegeek A Django-based website demonstrating how to implement recommender algorithms with a dataset from themoviedb.org API. 906
recommenders-team/recommenders Provides best practices and examples for building recommendation systems using machine learning algorithms 19,315
preferredai/cornac A tool for building and comparing multimodal recommender systems using various machine learning algorithms. 884
gorse-io/gorse An engine for building and managing personalized recommendation systems 8,621
greenwolf-nsk/yandex-cup-2022-recsys A recommender system built using multiple candidate selection and ranking methods for predicting next item likes in a streaming data environment. 54
tensorflow/recommenders A software framework for building recommender systems using machine learning and deep learning techniques. 1,849
alibaba/easyrec A framework for building and deploying scalable recommendation algorithms 1,795
mauriziofd/recsys2019_deeplearning_evaluation An evaluation framework and repository of deep learning algorithms for recommendation systems 983
ghamrouni/recommender A C-based system for predicting product recommendations using collaborative filtering algorithms 264
deepgraphlearning/recommendersystems A comprehensive library of algorithms and techniques for building recommender systems 1,102
muesli/regommend A simple recommendation system built on top of Go, allowing users to create tables with user ratings and retrieve personalized recommendations. 314
yihong-chen/neural-collaborative-filtering An implementation of a deep learning-based framework for making recommendations using neural networks and matrix factorization. 480
joelcponte/shiny-app-spotify An interactive app that uses machine learning and Spotify's API to provide personalized playlist recommendations based on selected artists. 9
fuxiailab/rl4rs A collection of real-world datasets and practical reinforcement learning baselines for recommendation systems. 220
ocelma/python-recsys A library for building and using collaborative filtering-based recommender systems 1,475