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The Top 23 Recommender System Open Source Projects

Open source projects categorized as Recommender System
Categories > Machine Learning > Recommender System
D2l En ⭐ 18,967
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit a month ago
Recommenders ⭐ 16,387
Best Practices on Recommendation Systems
most recent commit 2 days ago
Qdrant ⭐ 13,065
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
most recent commit 2 days ago
Deeplearningexamples ⭐ 11,463
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
most recent commit 15 days ago
Bash Snippets ⭐ 9,224
A collection of small bash scripts for heavy terminal users
total releases 1most recent commit 2 months ago
Weaviate ⭐ 7,662
Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
dependent packages 6total releases 107most recent commit a day ago
Gorse ⭐ 7,608
Gorse open source recommender system engine
dependent packages 1total releases 54most recent commit 25 days ago
Rspapers ⭐ 5,526
A Curated List of Must-read Papers on Recommender System.
most recent commit 6 days ago
Deep Learning Interview Book ⭐ 5,149
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
most recent commit 7 months ago
Openvino ⭐ 4,712
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit a day ago
Lightfm ⭐ 4,407
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 19total releases 15most recent commit a month agopypi lightfm} Downloads
List_of_recommender_systems ⭐ 4,126
A List of Recommender Systems and Resources
most recent commit 9 months ago
Alink ⭐ 3,373
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 1total releases 18most recent commit 3 months ago
Implicit ⭐ 3,269
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 16total releases 45most recent commit 2 days agopypi implicit} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 13total releases 108most recent commit 3 months agopypi catalyst} Downloads
Librec ⭐ 3,113
LibRec: A Leading Java Library for Recommender Systems, see
most recent commit a year ago
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit 3 years ago
Recbole ⭐ 2,842
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 9most recent commit 5 days agopypi recbole} Downloads
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit 9 months ago
Fun Rec ⭐ 2,698
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/f
most recent commit a month ago
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22most recent commit 5 days agopypi tensorflow-ranking} Downloads
Awesome Causality Algorithms ⭐ 2,558
An index of algorithms for learning causality with data
most recent commit 2 months ago
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
most recent commit 6 months ago
The 10 Most Depended On Recommender System Open Source Projects
Lightfm ⭐ 4,407
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 19total releases 15latest release November 27, 2020most recent commit a month agopypi lightfm} Downloads
Implicit ⭐ 3,269
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 16total releases 45latest release December 11, 2022most recent commit 2 days agopypi implicit} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 13total releases 108latest release April 29, 2022most recent commit 3 months agopypi catalyst} Downloads
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 5 days agopypi tensorflow-ranking} Downloads
Recbole ⭐ 2,842
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 9latest release February 25, 2022most recent commit 5 days agopypi recbole} Downloads
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8latest release November 23, 2017most recent commit 2 years agopypi fastFM} Downloads
Gorse ⭐ 7,608
Gorse open source recommender system engine
dependent packages 1total releases 54latest release June 05, 2023most recent commit 25 days ago
The 10 Latest Releases In Recommender System Open Source Projects
Torchrec ⭐ 1,535
Pytorch domain library for recommendation systems
dependent packages 1total releases 352latest release August 20, 2023most recent commit 20 hours agopypi torchrec-nightly} Downloads
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 5 days agopypi tensorflow-ranking} Downloads
Easyrec ⭐ 1,222
A framework for large scale recommendation algorithms.
total releases 6latest release July 20, 2023most recent commit 5 days ago
Gorse ⭐ 7,608
Gorse open source recommender system engine
dependent packages 1total releases 54latest release June 05, 2023most recent commit 25 days ago
Alink ⭐ 3,373
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 1total releases 18latest release March 15, 2023most recent commit 3 months ago
Recommenders ⭐ 1,648
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
dependent packages 1total releases 15latest release February 03, 2023most recent commit 2 days agopypi tensorflow-recommenders} Downloads
Implicit ⭐ 3,269
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 16total releases 45latest release December 11, 2022most recent commit 2 days agopypi implicit} Downloads
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