recommender-systems

There are 34 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 nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Language:Jupyter Notebook 12603
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3220
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 3174
tensorflow / ranking
Learning to Rank in TensorFlow
deep-learning information-retrieval learning-to-rank machine-learning ranking recommender-systems
Language:Python 2714
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
2683
cheungdaven / DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
collaborative-filtering deep-learning factorization-machine matrix-factorization neural-network python rating-prediction recommendation recommendation-system recommender-systems tensorflow top-n-recommendations
Language:Python 1124
wubinzzu / NeuRec
Next RecSys Library
recommender-systems neural-networks collaborative-filtering deep-learning tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network
Language:Python 1034
caserec / Datasets-for-Recommender-Systems
This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
recommender-systems datasets public-data database data-science
Language:Jupyter Notebook 921
brylevkirill / notes
Learn about Machine Learning and Artificial Intelligence
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph question-answering natural-language-processing information-retrieval recommender-systems
902
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 809
zygmuntz / goodbooks-10k
Ten thousand books, six million ratings
books ratings goodreads recommendations recommender-systems
Language:Jupyter Notebook 791
reczoo / FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
ctr ctr-prediction cvr pytorch recommender-systems
Language:Python 780
CHIANGEL / Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
awesome large-language-models llm llm4rec llm4rs recommender-systems recsys rs
744
hwwang55 / RippleNet
A tensorflow implementation of RippleNet
recommender-systems knowledge-graph
Language:Python 573
dawenl / vae_cf
Variational autoencoders for collaborative filtering
recommender-systems collaborative-filtering variational-autoencoder bayesian-inference
Language:Jupyter Notebook 524
zenogantner / MyMediaLite
recommender system library for the CLR (.NET)
collaborative-filtering evaluation item-prediction matrix-factorization rating-prediction recommender-systems
Language:C# 497
hwwang55 / KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
graph-convolutional-networks knowledge-graph recommender-systems
Language:Python 458
caserec / CaseRecommender
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
evaluation python ranking rating-prediction recommendation-system recommender-systems top-k
Language:Python 456
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
collaborative-filtering ctr-prediction embeddings graph-embedding industry-recommendations knowledge-graph-for-recommendation neural-collaborative-filtering recommender-systems sequential-recommendation session-based-recommendation
444
yihong-chen / neural-collaborative-filtering
pytorch version of neural collaborative filtering
python collaborative-filtering deep-learning matrix-factorization recommender-systems
Language:Jupyter Notebook 439
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 408
movielens
khanhnamle1994 / movielens
4 different recommendation engines for the MovieLens dataset.
collaborative-filtering content-based-recommendation deep-learning jupyter-notebook movielens notebooks recommender-systems
Language:Jupyter Notebook 407
hwwang55 / DKN
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
knowledge-graph recommender-systems
Language:C++ 405
NVIDIA-Merlin / dataloader
The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
deep-learning pytorch tensorflow jax recommender-systems
Language:Python 396
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 354
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 345
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 338
hwwang55 / MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
recommender-systems knowledge-graph multi-task-learning
Language:Python 313
gaolinjie / awesome-recommender-systems
A curated list of awesome resources about Recommender Systems.
awesome awesome-list recommender-systems recommendation-algorithms
304
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 292
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 288
RankSys / RankSys
Java 8 Recommender Systems framework for novelty, diversity and much more
recommender-systems diversity novelty
Language:Java 271
quocviethere / Coursera-Machine-Learning-Specialization
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
artificial-neural-network decision-trees gradient-descent linear-regression logistic-regression recommender-systems supervised-learning tensorflow tree-ensembles xgboost
Language:Jupyter Notebook 208
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 193
kang205 / DVBPR
Personalized Fashion Recommendation and Generation
recommender-systems fashion generative-adversarial-network
Language:Python 184
CORE-Labet / CORE
CORE is a plug-and-play conversational agent for any recommender system.
conversational-agents conversational-bots large-language-models plug-and-play prerelease-versions recommendation-algorithms recommendations recommender-systems
Language:Python 167