recommender-systems

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NVIDIA /DeepLearningExamples

Star14.7k

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

nlp translation computer-vision deep-learning mxnet tensorflow pytorch speech-synthesis speech-recognition forecasting drug-discovery recommender-systems paddlepaddle tensorflow2 large-language-models

UpdatedAug 12, 2024
Jupyter Notebook

RUCAIBox /RecBole

Star4.3k

A unified, comprehensive and efficient recommendation library

recommendations deep-learning pytorch collaborative-filtering knowledge-graph recommender recommendation-system recommender-systems ctr-prediction graph-neural-networks sequential-recommendation

UpdatedFeb 24, 2025
Python

cbamls /AI_Tutorial

Star3.6k

精选机器学习，NLP，图像识别，深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

elasticsearch machine-learning deep-neural-networks artificial-intelligence recommender-systems deep-learning-tutorial nlp-machine-learning artificial-intelligence-algorithms machine-learning-tutorials graph-neural-networks search-system

UpdatedApr 15, 2024

guoguibing /librec

Star3.3k

LibRec: A Leading Java Library for Recommender Systems, see

java matrix collaborative-filtering matrix-factorization systems sparse recommender tensor-factorization collaborative tensor factorization filtering recommender-systems recommendation-algorithms probabilistic-graphical-models

UpdatedJul 13, 2023
Java

tensorflow /ranking

Star2.8k

Learning to Rank in TensorFlow

machine-learning information-retrieval deep-learning ranking learning-to-rank recommender-systems

UpdatedMar 18, 2024
Python

meta-recsys /generative-recommenders

Star1.7k

Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

recommendations recsys recommender-systems actions-speak-louder-than-words generative-recommenders hstu

UpdatedFeb 20, 2026
Python

CHIANGEL /Awesome-LLM-for-RecSys

Star1.5k

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

awesome recsys recommender-systems rs large-language-models llm llm4rec llm4rs

UpdatedJan 17, 2026

reczoo /FuxiCTR

Star1.4k

A configurable, tunable, and reproducible library for CTR predictionhttps://fuxictr.github.io

pytorch recommender-systems ctr-prediction ctr cvr

UpdatedJun 16, 2025
Python

cheungdaven /DeepRec

Star1.2k

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

python deep-learning neural-network tensorflow collaborative-filtering matrix-factorization recommendation-system recommendation recommender-systems rating-prediction factorization-machine top-n-recommendations

UpdatedJun 1, 2022
Python

caserec /Datasets-for-Recommender-Systems

Star1.1k

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

data-science database datasets public-data recommender-systems

UpdatedAug 28, 2023
Jupyter Notebook

wubinzzu /NeuRec

Star1.1k

Next RecSys Library

deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder

UpdatedMar 24, 2023
Python

brylevkirill /notes

Star924

Learn about Machine Learning and Artificial Intelligence

machine-learning natural-language-processing information-retrieval reinforcement-learning deep-learning artificial-intelligence knowledge-graph question-answering probabilistic-programming bayesian-inference recommender-systems causal-inference knowledge-representation reasoning

UpdatedFeb 8, 2022

zygmuntz /goodbooks-10k

Star885

Ten thousand books, six million ratings

recommendations ratings books goodreads recommender-systems

UpdatedMay 17, 2023
Jupyter Notebook

CRIPAC-DIG /SR-GNN

Star852

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

machine-learning recommender-systems graph-neural-networks session-based-recommendation

UpdatedNov 12, 2021
Python

推荐系统入门指南，全面介绍了工业级推荐系统的理论知识（王树森推荐系统公开课-基于小红书的场景讲解工业界真实的推荐系统），如何基于TensorFlow2训练模型，如何实现高性能、高并发、高可用的Golang推理微服务。Comprehensively introduced the theory of industrial recommender system, how to trainning models based on TensorFlow2, how to implement the high-performance、high-concurrency and high-available inference services base on Golang.

recommender-systems