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The Top 23 Pytorch Recommendation System Open Source Projects

Open source projects categorized as Pytorch 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
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
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
Spotlight ⭐ 2,809
Deep recommender models using PyTorch.
most recent commit a year ago
Torchrec ⭐ 1,639
Pytorch domain library for recommendation systems
dependent packages 1total releases 352most recent commit 3 months agopypi torchrec-nightly} Downloads
Transformers4rec ⭐ 974
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
total releases 20most recent commit 3 months ago
Fuxictr ⭐ 715
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
most 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
Crslab ⭐ 397
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
total releases 2most recent commit a year 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 9most recent commit 6 months agopypi merlin-dataloader} Downloads
Persia ⭐ 369
High performance distributed framework for training deep learning recommendation models based on PyTorch.
total releases 174most recent commit 4 months ago
Recnn ⭐ 313
Reinforced Recommendation toolkit build around pytorch 1.7
most recent commit 3 years ago
Neural Collaborative Filtering ⭐ 312
pytorch version of neural collaborative filtering
most recent commit 4 years ago
Torch Rechub ⭐ 285
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
most recent commit 6 months ago
Metarec ⭐ 282
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
most recent commit a year ago
Sasrec.pytorch ⭐ 236
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
most recent commit 5 months ago
Reco Gym ⭐ 236
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
total releases 9most recent commit 4 years ago
Models ⭐ 224
Merlin Models is a collection of deep learning recommender system model reference implementations
total releases 16most recent commit 3 months ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11most recent commit 6 months ago
Rec_pangu ⭐ 138
rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.
total releases 44most recent commit 9 months ago
Envisedge ⭐ 132
Deploy recommendation engines with Edge Computing
most recent commit a year ago
Graphrec Www19 ⭐ 131
Graph Neural Networks for Social Recommendation, WWW'19
most recent commit 3 years ago
The 5 Most Depended On Pytorch 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
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
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
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
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
The 10 Latest Releases In Pytorch Recommendation System Open Source Projects
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
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11latest release September 03, 2022most recent commit 6 months ago
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