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The Top 23 Python Machine Learning Recommendation System Open Source Projects

Open source projects categorized as Python Machine Learning Recommendation System
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Recommendation System
D2l En ⭐ 20,613
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 3 months ago
Recommenders ⭐ 17,739
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit a month agopypi recommenders} 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Ad Papers ⭐ 3,009
Papers on Computational Advertising
most recent commit 3 years ago
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit a year ago
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22most recent commit 7 months agopypi tensorflow-ranking} Downloads
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
Machine Learning Specialization Coursera ⭐ 2,082
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
most recent commit 4 months ago
Reco Papers ⭐ 1,753
Classic papers and resources on recommendation
most recent commit 4 years ago
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
most recent commit 2 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
Fastfm ⭐ 955
fastFM: A Library for Factorization Machines
dependent packages 2total releases 8most recent commit 2 years agopypi fastFM} Downloads
Deeprec ⭐ 922
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
most recent commit 3 months ago
Tutorials ⭐ 847
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit a year ago
Merlin ⭐ 650
NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.
most recent commit 3 months ago
Sr Gnn ⭐ 607
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
most recent commit 2 years ago
Buffalo ⭐ 571
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
total releases 34most recent commit 3 months ago
Daisyrec ⭐ 496
This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.
total releases 16most recent commit a year ago
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit 3 years ago
Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
most recent commit 3 months ago
The 9 Most Depended On Python Machine Learning Recommendation System 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} 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
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 7 months agopypi tensorflow-ranking} Downloads
Recommenders ⭐ 17,739
Best Practices on Recommendation Systems
dependent packages 2total releases 11latest release April 01, 2022most recent commit a month agopypi recommenders} 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
Rexmex ⭐ 269
A general purpose recommender metrics library for fair evaluation.
dependent packages 2total releases 19latest release January 10, 2023most recent commit 8 months agopypi rexmex} Downloads
Ridge ⭐ 5
Python Machine Learning Library
dependent packages 1total releases 7latest release July 25, 2018most recent commit 6 years agopypi ridge} Downloads
Replay ⭐ 109
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
dependent packages 1total releases 14latest release November 24, 2023most recent commit 3 months agopypi replay-rec} Downloads
The 10 Latest Releases In Python Machine Learning Recommendation System Open Source Projects
Rectools ⭐ 227
RecTools - library to build Recommendation Systems easier and faster than ever before
total releases 9latest release December 01, 2023most recent commit 3 months ago
Replay ⭐ 109
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
dependent packages 1total releases 14latest release November 24, 2023most recent commit 3 months agopypi replay-rec} Downloads
Models ⭐ 224
Merlin Models is a collection of deep learning recommender system model reference implementations
total releases 16latest release November 14, 2023most recent commit 3 months ago
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
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 7 months agopypi tensorflow-ranking} Downloads
Repsys ⭐ 26
Framework for Interactive Evaluation of Recommender Systems
total releases 24latest release August 05, 2023most recent commit 8 months ago
Buffalo ⭐ 571
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
total releases 34latest release June 23, 2023most recent commit 3 months ago
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