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The Top 23 Python Deep Learning Recommendation System Open Source Projects

Open source projects categorized as Python Deep Learning Recommendation System
Categories > Machine Learning > Deep 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
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
Reco Papers ⭐ 1,753
Classic papers and resources on recommendation
most recent commit 4 years ago
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
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
Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
most recent commit 5 months ago
Deeprec ⭐ 1,068
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
most recent commit 2 years ago
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
Recsys2019_deeplearning_evaluation ⭐ 871
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
most recent commit 2 years ago
Neurec ⭐ 861
Next RecSys Library
total releases 1most recent commit 2 years 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
The 8 Most Depended On Python Deep Learning Recommendation System Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} 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
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
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
Dataloader ⭐ 390
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
dependent packages 1total releases 9latest release August 29, 2023most recent commit 6 months agopypi merlin-dataloader} 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
Torchrec ⭐ 1,639
Pytorch domain library for recommendation systems
dependent packages 1total releases 352latest release August 20, 2023most recent commit 3 months agopypi torchrec-nightly} Downloads
The 10 Latest Releases In Python Deep 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
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
Dataloader ⭐ 390
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
dependent packages 1total releases 9latest release August 29, 2023most recent commit 6 months agopypi merlin-dataloader} Downloads
Torchrec ⭐ 1,639
Pytorch domain library for recommendation systems
dependent packages 1total releases 352latest release August 20, 2023most recent commit 3 months agopypi torchrec-nightly} 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
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
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