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sequential-recommendation

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RUCAIBox /RecBole

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

scikit-optimize /scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

visualization machine-learning binder optimization scikit-learn scientific-visualization scientific-computing hyperparameter-optimization bayesopt bayesian-optimization hacktoberfest hyperparameter-tuning hyperparameter hyperparameter-search sequential-recommendation

UpdatedFeb 23, 2024
Python

FeiSun /BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

recommendation sequential-recommendation

UpdatedFeb 7, 2020
Python

snap-research /GRID

GRID: Generative Recommendation with Semantic IDs

recsys recommender-systems sequential-recommendation large-language-models generative-recommenders semantic-id

UpdatedOct 15, 2025
Python

mengfeizhang820 /Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

embeddings collaborative-filtering recommender-systems ctr-prediction graph-embedding neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation industry-recommendations session-based-recommendation

UpdatedJul 29, 2021

RUCAIBox /CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

mutual-information self-supervised-learning sequential-recommendation

UpdatedNov 22, 2020
Python

alicogintel /SDM

Sequential deep matching model for recommender system at Alibaba

deep-learning matching recommender-system sequential-recommendation

UpdatedMay 19, 2020
Python

USTCLLM /RecStudio

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

deep-learning pytorch collaborative-filtering matrix-factorization knowledge-graph recommender-system factorization-machines ctr-prediction graph-neural-networks sequential-recommendation

UpdatedFeb 13, 2025
Python

HaSai666 /rec_pangu

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.

deep-learning pytorch collaborative-filtering recommendation-system recommender-system ctr-prediction multi-task-learning ranking-algorithm deepfm graph-recommendations graph-neural-networks sequential-recommendation comirec

UpdatedJul 26, 2023
Python

hegongshan /Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

deep-learning collaborative-filtering matrix-factorization learning-to-rank recommender-systems social-recommendation rating-prediction graph-convolutional-network click-through-rate top-n-recommendations point-of-interest-recommendation graph-neural-network sequential-recommendation explainable-recommendation conversational-recommendation graph-based-recommendation

UpdatedMar 24, 2021

cchao0116 /EasyDGL

Code for TPAMI2025 paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"

time-series traffic-data sequential-recommendation dynamic-graph-embedding

UpdatedMar 25, 2024
Python

slientGe /Sequential_Recommendation_Tensorflow

Several sequential recommended models implemented by tenosrflow1.x

python tensorflow recommendation sequential-recommendation caser gru4rec attrec fpmc transrec sasrec

UpdatedMay 29, 2021
Python

fajieyuan /WSDM2019-nextitnet

Generative model for sequential recommendation based on Convolution Neural Networks (CNN))

cnn generative-model convolutional-neural-networks convolutional-neural-network autoregressive session-based sequential-recommendation session-based-recommendation-system autoregressive-models next-token-prediction generative-recommendation generative-sequential-recommendation sequential-recommender

UpdatedMar 28, 2024
Python

aHuiWang /CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

self-supervised-learning sequential-recommendation

UpdatedNov 6, 2020
Python

reczoo /RecBox

A box of core libraries for recommendation model development

collaborative-filtering recommendation gnn sequential-recommendation two-tower-models candidate-matching

UpdatedOct 20, 2024
Python

tsinghua-fib-lab /SIGIR21-SURGE

Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".

recommender-system graph-neural-networks sequential-recommendation

UpdatedOct 30, 2022
Python

JK-SHIN-PG /gamification-offrec

gamification recommender-system sequential-recommendation indoor-environments spatio-temporal-representation

UpdatedDec 16, 2024
Python

USTC-StarTeam /DR4SR

🔥🔥🔥 KDD2024 Best Student Paper

recommender-system data-centric sequential-recommendation

UpdatedFeb 21, 2025
Python

HKUDS /SelfGNN

[SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"

recommender-system data-augmentation graph-neural-networks self-supervised-learning sequential-recommendation

UpdatedJun 10, 2024
Jupyter Notebook

HKUDS /MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

recommender-systems graph-neural-networks self-supervised-learning sequential-recommendation masked-autoencoder

UpdatedJun 1, 2023
Python

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