recommenders

Recommender system tools

Provides best practices and examples for building recommendation systems using machine learning algorithms

Best Practices on Recommendation Systems

GitHub

19k stars
276 watching
3k forks
Language: Python
last commit: almost 2 years ago
Linked from 4 awesome lists

aiartificial-intelligencedata-sciencedeep-learningjupyter-notebookkubernetesmachine-learningoperationalizationpythonrankingratingrecommendationrecommendation-algorithmrecommendation-enginerecommendation-systemrecommendertutorial

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
alibaba/easyrecA framework for building and deploying scalable recommendation algorithms1,814
mauriziofd/recsys2019_deeplearning_evaluationAn evaluation framework and repository of deep learning algorithms for recommendation systems985
tensorflow/recommendersA software framework for building recommender systems using machine learning and deep learning techniques.1,869
grahamjenson/list_of_recommender_systemsA curated list of recommender systems and resources for software developers4,611
practical-recommender-systems/moviegeekA Django-based website demonstrating how to implement recommender algorithms with a dataset from themoviedb.org API.909
benfred/implicitFast Python implementations of recommendation algorithms for implicit feedback datasets.3,581
gorse-io/gorseAn engine for building and managing personalized recommendation systems8,652
rucaibox/recboleA comprehensive and efficient recommendation system library with Python and PyTorch support3,497
bupt-gamma/multi-component-graph-convolutional-collaborative-filteringA deep learning framework for collaborative filtering and graph-based recommender systems60
nvidia-merlin/merlinAn end-to-end GPU-accelerated recommender system library providing tools for feature engineering, training, and inference.787
preferredai/cornacA tool for building and comparing multimodal recommender systems using various machine learning algorithms.897
deepgraphlearning/recommendersystemsA comprehensive library of algorithms and techniques for building recommender systems1,102
astrazeneca/rexmexA library providing a comprehensive set of metrics and tools for evaluating recommender systems278
rucaibox/recsysdatasetsA repository of public data sources for Recommender Systems.887
statisticianinstilettos/recmetricsA library providing evaluation metrics and diagnostic tools for recommender systems.571