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The Top 23 Python Recommendation System Open Source Projects

Open source projects categorized as Python Recommendation System
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
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10most recent commit 3 months agopypi recbole} 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
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45most recent commit 3 months agonpm vectordb} Downloads
Reco Papers ⭐ 1,753
Classic papers and resources on recommendation
most recent commit 4 years ago
Recommenders ⭐ 1,679
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
dependent packages 1total releases 15most recent commit 5 months agopypi tensorflow-recommenders} Downloads
Torchrec ⭐ 1,639
Pytorch domain library for recommendation systems
dependent packages 1total releases 352most recent commit 3 months agopypi torchrec-nightly} Downloads
Sparrowrecsys ⭐ 1,634
A Deep Learning Recommender System
most recent commit 2 years ago
Neural_collaborative_filtering ⭐ 1,515
Neural Collaborative Filtering
most recent commit 2 years ago
Deeprecommender ⭐ 1,457
Deep learning for recommender systems
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
Reclearn ⭐ 1,406
Recommender Learning with Tensorflow2.x
most recent commit 2 years ago
Easyrec ⭐ 1,374
A framework for large scale recommendation algorithms.
total releases 7most recent commit 3 months ago
Python Recsys ⭐ 1,357
A python library for implementing a recommender system
most recent commit 3 years ago
Lectures Labs ⭐ 1,309
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
most recent commit a year ago
The 10 Most Depended On Python 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
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45latest release December 04, 2023most recent commit 3 months agonpm vectordb} 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
Ranx ⭐ 228
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
dependent packages 3total releases 45latest release November 28, 2023most recent commit 5 months agopypi ranx} 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
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months 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
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
The 10 Latest Releases In Python Recommendation System Open Source Projects
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45latest release December 04, 2023most recent commit 3 months agonpm vectordb} Downloads
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
Ranx ⭐ 228
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
dependent packages 3total releases 45latest release November 28, 2023most recent commit 5 months agopypi ranx} 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
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
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
Cornac ⭐ 782
A Comparative Framework for Multimodal Recommender Systems
total releases 39latest release October 03, 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
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