recommender-systems

There are 37 repositories under recommender-systems topic.

NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation nlp
Language:Jupyter Notebook 14484
RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
collaborative-filtering ctr-prediction deep-learning graph-neural-networks knowledge-graph pytorch recommendation-system recommendations recommender recommender-systems sequential-recommendation
Language:Python 3692
AI_Tutorial
cbamls / AI_Tutorial
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
machine-learning machine-learning-tutorials elasticsearch deep-learning-tutorial deep-neural-networks search-system recommender-systems graph-neural-networks nlp-machine-learning artificial-intelligence artificial-intelligence-algorithms
3515
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
collaborative collaborative-filtering factorization filtering java matrix matrix-factorization probabilistic-graphical-models recommendation-algorithms recommender recommender-systems sparse systems tensor tensor-factorization
Language:Java 3247
tensorflow / ranking
Learning to Rank in TensorFlow
ranking machine-learning deep-learning information-retrieval learning-to-rank recommender-systems
Language:Python 2769
CHIANGEL / Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
llm rs recsys large-language-models recommender-systems awesome llm4rec llm4rs
1253
cheungdaven / DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
recommender-systems deep-learning tensorflow recommendation recommendation-system neural-network python collaborative-filtering rating-prediction top-n-recommendations factorization-machine matrix-factorization
Language:Python 1149
reczoo / FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
ctr-prediction recommender-systems ctr cvr pytorch
Language:Python 1104
wubinzzu / NeuRec
Next RecSys Library
adversarial-learning autoencoder collaborative-filtering convolutional-neural-networks deep-learning gcn neural-networks recommender-systems sequential social-network tensorflow variational-autoencoder
Language:Python 1055
caserec / Datasets-for-Recommender-Systems
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
Language:Jupyter Notebook 1036
facebookresearch / generative-recommenders
Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).
actions-speak-louder-than-words generative-recommenders hstu recommendations recommender-systems recsys
Language:Python 978
brylevkirill / notes
Learn about Machine Learning and Artificial Intelligence
artificial-intelligence bayesian-inference causal-inference deep-learning information-retrieval knowledge-graph knowledge-representation machine-learning natural-language-processing probabilistic-programming question-answering reasoning recommender-systems reinforcement-learning
917
zygmuntz / goodbooks-10k
Ten thousand books, six million ratings
books ratings goodreads recommendations recommender-systems
Language:Jupyter Notebook 848
CRIPAC-DIG / SR-GNN
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
session-based-recommendation recommender-systems graph-neural-networks machine-learning
Language:Python 840
hwwang55 / RippleNet
A tensorflow implementation of RippleNet
knowledge-graph recommender-systems
Language:Python 584
solidglue / Recommender_System
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
Language:Jupyter Notebook 569
ranx
AmenRa / ranx
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
ranking-metrics numba python evaluation evaluation-metrics information-retrieval recommender-systems information-retrieval-evaluation information-retrieval-metrics data-fusion metasearch rank-fusion score-fusion comparison
Language:Python 537
dawenl / vae_cf
Variational autoencoders for collaborative filtering
bayesian-inference collaborative-filtering recommender-systems variational-autoencoder
Language:Jupyter Notebook 534
HKUDS / SSLRec
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
collaborative-filtering contrastive-learning graph-neural-networks recommender-systems self-supervised-learning deep-learning recommendation-algorithms user-behavior
Language:Python 533
hwwang55 / KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
recommender-systems knowledge-graph graph-convolutional-networks
Language:Python 507
zenogantner / MyMediaLite
recommender system library for the CLR (.NET)
collaborative-filtering evaluation item-prediction matrix-factorization rating-prediction recommender-systems
Language:C# 504
yihong-chen / neural-collaborative-filtering
pytorch version of neural collaborative filtering
collaborative-filtering deep-learning matrix-factorization python recommender-systems
Language:Jupyter Notebook 499
caserec / CaseRecommender
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
rating-prediction recommender-systems python evaluation ranking top-k recommendation-system
Language:Python 495
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering
452
movielens
khanhnamle1994 / movielens
4 different recommendation engines for the MovieLens dataset.
movielens collaborative-filtering notebooks deep-learning jupyter-notebook recommender-systems content-based-recommendation
Language:Jupyter Notebook 440
NVIDIA-Merlin / dataloader
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
deep-learning jax pytorch recommender-systems tensorflow
Language:Python 417
ankonzoid / artificio
Deep Learning Computer Vision Algorithms for Real-World Use
deep-learning neural-networks applications artificial-intelligence auto-encoders convolutional-neural-networks image-finder transfer-learning computer-vision image-recognition machine-learning image-processing image-classification ai recommender-systems recommender-system data-science python object-recognition image-retrieval
Language:Python 416
hwwang55 / DKN
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
knowledge-graph recommender-systems
Language:C++ 409
HKUDS / RLMRec
[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
collaborative-filtering graph-neural-networks large-language-models recommendation recommender-systems
Language:Python 379
GraphRec-WWW19
wenqifan03 / GraphRec-WWW19
Graph Neural Networks for Social Recommendation, WWW'19
graphrec socal-recommendation social-network recommender-systems pytorch deep-social-recommendations
Language:Python 376
mquad / sars_tutorial
Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018
tutorial jupyter-notebook recommender-systems sequence sequence-modeling rnn recommender machine-learning
Language:Python 343
hwwang55 / MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
recommender-systems knowledge-graph multi-task-learning
Language:Python 332
gaolinjie / awesome-recommender-systems
A curated list of awesome resources about Recommender Systems.
awesome awesome-list recommender-systems recommendation-algorithms
321
MetaRec
khanhnamle1994 / MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
autoencoders boltzmann-machines collaborative-filtering cometml deep-learning django matrix-factorization meta-learning movielens-dataset multilayer-perceptron pytorch ranking recommender-systems tensorboard tensorflow wandb
Language:Python 303
RankSys / RankSys
Java 8 Recommender Systems framework for novelty, diversity and much more
diversity novelty recommender-systems
Language:Java 276
ceo21ckim / Awesome-Recsys
This Repository includes recent papers (RecSys, SIGIR, WWW, etc.) related to the Recommender Systems
recommender-system recommender-systems
195