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The Top 23 Deep Learning Recommendation System Open Source Projects

Open source projects categorized as 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 ⭐ 17,950
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 2 days agopypi recommenders} Downloads
Deeplearningexamples ⭐ 12,073
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 3 months ago
Deep Learning Interview Book ⭐ 6,435
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 3 months ago
Rspapers ⭐ 5,701
A Curated List of Must-read Papers on Recommender System.
most recent commit 4 months ago
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit 3 months ago
Fun Rec ⭐ 3,289
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 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
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
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
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
Qrec ⭐ 1,532
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
most recent commit 4 months 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
The 8 Most Depended On 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 10 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 ⭐ 17,950
Best Practices on Recommendation Systems
dependent packages 2total releases 11latest release April 01, 2022most recent commit 2 days 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 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
Hugectr ⭐ 884
HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
total releases 5latest release September 04, 2023most recent commit 2 months ago
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
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