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The Top 23 Machine Learning Recommendation Open Source Projects

Open source projects categorized as Machine Learning Recommendation
Categories > Machine Learning > Machine Learning
Categories > Recommendation
Applied Ml ⭐ 24,828
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 7 months ago
Recommenders ⭐ 17,972
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 12 days agopypi recommenders} Downloads
Surprise ⭐ 6,070
A Python scikit for building and analyzing recommender systems
dependent packages 7total releases 2most recent commit a year agopypi surprise} Downloads
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15most recent commit 4 months agopypi lightfm} Downloads
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47most recent commit 5 months agopypi implicit} Downloads
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit a year ago
Deep Learning For Recommendation Systems ⭐ 2,141
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
most recent commit 4 years ago
Reco Papers ⭐ 1,753
Classic papers and resources on recommendation
most recent commit 4 years ago
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
total releases 44most recent commit 4 years ago
Tensorrec ⭐ 1,180
A TensorFlow recommendation algorithm and framework in Python.
total releases 30most recent commit 2 years ago
Awesome Fashion Ai ⭐ 878
A repository to curate and summarise research papers related to fashion and e-commerce
most recent commit 2 years ago
Sr Gnn ⭐ 607
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
most recent commit 2 years ago
Cool Fashion Papers ⭐ 512
👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)
most recent commit 3 years ago
Causal_reading_group ⭐ 361
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
most recent commit 2 years ago
Openrec ⭐ 316
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
most recent commit 4 years ago
Recdb Postgresql ⭐ 262
RecDB is a recommendation engine built entirely inside PostgreSQL
most recent commit 4 years ago
Deep Learning Tinder ⭐ 254
Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).
most recent commit a year ago
Recommender ⭐ 249
A C library for product recommendations/suggestions using collaborative filtering (CF)
most recent commit 2 years ago
Elliot ⭐ 248
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
most recent commit 6 months ago
Recsys Dataset ⭐ 244
🛍 A real-world e-commerce dataset for session-based recommender systems research.
most recent commit a year ago
Mydatascienceportfolio ⭐ 172
Applying Data Science and Machine Learning to Solve Real World Business Problems
most recent commit 4 years ago
Spotify Recommendation Engine ⭐ 161
Music Recommender System
most recent commit 2 years ago
Great Deep Learning Tutorials ⭐ 153
A Great Collection of Deep Learning Tutorials and Repositories
most recent commit 3 months ago
The 5 Most Depended On Machine Learning Recommendation Open Source Projects
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15latest release March 20, 2023most recent commit 4 months agopypi lightfm} Downloads
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47latest release September 29, 2023most recent commit 5 months agopypi implicit} Downloads
Surprise ⭐ 6,070
A Python scikit for building and analyzing recommender systems
dependent packages 7total releases 2latest release January 14, 2017most recent commit a year agopypi surprise} Downloads
Recommenders ⭐ 17,972
Best Practices on Recommendation Systems
dependent packages 2total releases 11latest release April 01, 2022most recent commit 12 days agopypi recommenders} Downloads
The 10 Latest Releases In Machine Learning Recommendation Open Source Projects
Implicit ⭐ 3,322
Fast Python Collaborative Filtering for Implicit Feedback Datasets
dependent packages 17total releases 47latest release September 29, 2023most recent commit 5 months agopypi implicit} Downloads
Lightfm ⭐ 4,505
A Python implementation of LightFM, a hybrid recommendation algorithm.
dependent packages 22total releases 15latest release March 20, 2023most recent commit 4 months agopypi lightfm} Downloads
Recommenders ⭐ 17,972
Best Practices on Recommendation Systems
dependent packages 2total releases 11latest release April 01, 2022most recent commit 12 days agopypi recommenders} Downloads
Flurs ⭐ 100
:ocean: FluRS: A Python library for streaming recommendation algorithms
total releases 5latest release January 31, 2022most recent commit 2 years ago
Rs_datasets ⭐ 22
Tool for autodownloading recommendation systems datasets
total releases 9latest release January 05, 2022most recent commit a year ago
Prediction Flow ⭐ 136
Deep-Learning based CTR models implemented by PyTorch
total releases 5latest release March 11, 2021most recent commit 3 years ago
Rankfm ⭐ 150
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
total releases 10latest release June 13, 2020most recent commit a year ago
Tensorrec ⭐ 1,180
A TensorFlow recommendation algorithm and framework in Python.
total releases 30latest release April 02, 2019most recent commit 2 years ago
Popular Machine Learning Categories
Deep Learning
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