recommendation

There are 37 repositories under recommendation topic.

recommenders-team / recommenders
Best Practices on Recommendation Systems
machine-learning recommender ranking deep-learning python jupyter-notebook recommendation-algorithm rating operationalization kubernetes azure microsoft recommendation-system recommendation-engine recommendation data-science tutorial artificial-intelligence
Language:Python 17965
DeepCTR
shenweichen / DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
ctr click-through-rate deep-learning factorization-machines deepfm ffm nfm mlr din deepinterestnetwork xdeepfm deepcross autoint deepinterestevolutionnetwork dien fgcnn recommendation mmoe esmm ple
Language:Python 7345
PaddlePaddle / models
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
paddlepaddle deep-learning neural-network computer-vision natural-language-processing recommendation speech nlp cv models
Language:Python 6868
NicolasHug / Surprise
A Python scikit for building and analyzing recommender systems
recommender systems recommendation svd matrix factorization machine-learning
Language:Python 6183
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3424
wzhe06 / Reco-papers
Classic papers and resources on recommendation
recommender-system deep-learning machine-learning recommendation exploration-exploitation reinforcement-learning
Language:Python 3257
shenweichen / DeepMatch
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
dssm youtubednn mind collaborative-filtering factorization-machines matching recommendation comirec
Language:Python 2146
charlesXu86 / Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir oriented-dialogs sentiment-analysis tensorflow ner nlu nlg attention-mechanism text-correct text-classification recommendation
1267
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
imsheridan / DeepRec
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
deep-learning recommendation-system recommendation reinforcement-learning exploration-exploitation computational-advertising
979
qiaoguan / deep-ctr-prediction
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
ctr ctr-prediction ad-algorithm deep-ctr recommendation-algorithms esmm deep-interest-network deepfm deep-cross resnet xdeepfm afm factorization-machine transformer recommendation recommendation-algorithm fibinet
Language:Python 900
tsinghua-fib-lab / GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval
880
xiangwang1223 / neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
collaborative-filtering graph-neural-network sigir2019 recommender-system high-order-connectivity neural-collaborative-filtering personalized-recommendation recommendation
Language:Python 775
daicoolb / RecommenderSystem-Paper
This repository includes some papers that I have read or which I think may be very interesting.
paper recommendation deeplearning cold-start
718
FeiSun / BERT4Rec
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
sequential-recommendation recommendation
Language:Python 564
ReChorus
THUwangcy / ReChorus
“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
recommendation framework pytorch ranking
Language:Python 490
RUCAIBox / CRSLab
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
conversational-recommendation pytorch graph-neural-network pretrained-models human-machine-interaction deep-learning dialog-system recommender-system conversation-system recommendation text-generation knowledge-graph
Language:Python 471
ylongqi / openrec
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
recommendation-system deep-learning machine-learning ml deep-neural-networks recommendation recommendation-algorithm
Language:Python 406
OnYuKang / Recommendation-systems-paperlist
Papers about recommendation systems that I am interested in
deep-learning social-network explainable-recommendations collaborative-filtering multi-armed-bandit recommendation recommender-system session-based-recommendation-system survey
358
DataSystemsLab / recdb-postgresql
RecDB is a recommendation engine built entirely inside PostgreSQL
recommendation-algorithms database recommendation-engine recommender-system recommendation recommendation-system machine-learning
Language:C 348
archersama / awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
papers pretraining pretraining-for-ir recommender-system pretraining-paper ctr-prediction recommendation llm paper large-language-model in-context-learning recommendation-system awesome awesome-list paperlist
297
THUDM / ComiRec
Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"
recommendation recommender-system multi-interest controllable
Language:Python 269
easezyc / Multitask-Recommendation-Library
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
multitask-learning recommendation recommender-system advertising multitask-recommendation transfer-learning ctr-prediction
Language:Python 257
GitHub-HongweiZhang / prediction-flow
Deep-Learning based CTR models implemented by PyTorch
pytorch ctr ctr-prediction deep-learning deepfm deepinterestnetwork dnn deepneuralnetworks din recommendation prediction-flow torch ctr-models machine-learning attention-mechanism attention dien deepinterestevolutionnetwork wide-and-deep
Language:Python 247
ZainZhao / Personalized-recommend
基于tensorflow的个性化电影推荐系统实战(有前端)
recommendation-system tensorflow deep-learning recommendation
Language:Python 245
enoche / MultimodalRecSys
A curated list of awesome resources about multimodal recommender systems.
multimodal recommendation recommender-system
220
fajieyuan / SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
transfer-learning recommender-system cold-start user profiling recommendation transfer representation-learning lifelong-learning continual-learning collaborative-filtering self-supervised-learning pretraining cross-domain bert bert-model transformer universal universal-representation lifelong-machine-learning
Language:Python 194
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
lystdo / Codes-for-WSDM-CUP-Music-Rec-1st-place-solution
recommendation
Language:Python 185
Wang-Shuo / GraphRec_PyTorch
A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
recommendation graph-neural-networks pytorch social-recommendation
Language:Python 184
guocheng18 / Sequential-Recommendation-Datasets
Download and preprocess popular sequential recommendation datasets
datasets movielens gowalla lastfm amazon foursquare yelp citeulike tafeng taobao tmall retailrocket recommendation
Language:Python 177
etlundquist / rankfm
Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data
machine-learning recommendation factorization-machines recommender-system learning-to-rank implicit-feedback collaborative-filtering
Language:Python 170
PeiJieSun / diffnet
Graph Neural Network based Social Recommendation Model. SIGIR2019.
gcn gnn graph-neural-network graph-convolutional-network neural-graph recommendation social-recommendation sigir2019 neural-network neural-network-graph neural-graph-recommendation
Language:Python 168
PreferredAI / tutorials
A tutorial series by Preferred.AI
tutorial tensorflow image-classification sentiment-analysis recommender-systems deep-learning recommendation information-retrieval
Language:Jupyter Notebook 161
chenchongthu / ENMF
This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
deep-learning recommender-system efficient-algorithm recommendation evaluation state-of-the-art collaborative-filtering reproducibility reproducible-research sigir icml lightgcn lcfn nbpo kdd dhcf neurips srns
Language:Python 147
tsinghua-fib-lab / DICE
The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)
causality causal-inference recommender-system recommendation-system recommendation
Language:Python 144

recommendation

recommenders-team / recommenders

shenweichen / DeepCTR

PaddlePaddle / models

NicolasHug / Surprise

benfred / implicit

wzhe06 / Reco-papers

shenweichen / DeepMatch

charlesXu86 / Chatbot_CN

cheungdaven / DeepRec

imsheridan / DeepRec

qiaoguan / deep-ctr-prediction

tsinghua-fib-lab / GNN-Recommender-Systems

xiangwang1223 / neural_graph_collaborative_filtering

daicoolb / RecommenderSystem-Paper

FeiSun / BERT4Rec

THUwangcy / ReChorus

RUCAIBox / CRSLab

ylongqi / openrec

OnYuKang / Recommendation-systems-paperlist

DataSystemsLab / recdb-postgresql

archersama / awesome-recommend-system-pretraining-papers

THUDM / ComiRec

easezyc / Multitask-Recommendation-Library

GitHub-HongweiZhang / prediction-flow

ZainZhao / Personalized-recommend

enoche / MultimodalRecSys

fajieyuan / SIGIR2020_peterrec

HKUDS / RLMRec

lystdo / Codes-for-WSDM-CUP-Music-Rec-1st-place-solution

Wang-Shuo / GraphRec_PyTorch

guocheng18 / Sequential-Recommendation-Datasets

etlundquist / rankfm

PeiJieSun / diffnet

PreferredAI / tutorials

chenchongthu / ENMF

tsinghua-fib-lab / DICE