recommenders
Recommender system tools
Provides best practices and examples for building recommendation systems using machine learning algorithms
Best Practices on Recommendation Systems
19k stars
276 watching
3k forks
Language: Python
last commit: 3 months ago
Linked from 4 awesome lists
aiartificial-intelligencedata-sciencedeep-learningjupyter-notebookkubernetesmachine-learningoperationalizationpythonrankingratingrecommendationrecommendation-algorithmrecommendation-enginerecommendation-systemrecommendertutorial
josephmisiti/awesome-machine-learning
christoschristofidis/awesome-deep-learning
ethicalml/awesome-production-machine-learning
benedekrozemberczki/awesome-gradient-boosting-papersRelated projects:
| Repository | Description | Stars |
|---|---|---|
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 grahamjenson/list_of_recommender_systems | A curated list of recommender systems and resources for software developers | 4,611 |
 practical-recommender-systems/moviegeek | A Django-based website demonstrating how to implement recommender algorithms with a dataset from themoviedb.org API. | 909 |
 benfred/implicit | Fast Python implementations of recommendation algorithms for implicit feedback datasets. | 3,581 |
 gorse-io/gorse | An engine for building and managing personalized recommendation systems | 8,652 |
 rucaibox/recbole | A comprehensive and efficient recommendation system library with Python and PyTorch support | 3,497 |
 bupt-gamma/multi-component-graph-convolutional-collaborative-filtering | A deep learning framework for collaborative filtering and graph-based recommender systems | 60 |
 nvidia-merlin/merlin | An end-to-end GPU-accelerated recommender system library providing tools for feature engineering, training, and inference. | 787 |
 preferredai/cornac | A tool for building and comparing multimodal recommender systems using various machine learning algorithms. | 897 |
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| rucaibox/recsysdatasets | A repository of public data sources for Recommender Systems. | 887 |
 statisticianinstilettos/recmetrics | A library providing evaluation metrics and diagnostic tools for recommender systems. | 571 |