sequential-recommendation

There are 82 repositories under sequential-recommendation topic.

  • RUCAIBox/RecBole

    A unified, comprehensive and efficient recommendation library

    Language:Python4k411k686

  • scikit-optimize/scikit-optimize

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

    Language:Python2.8k61647556

  • FeiSun/BERT4Rec

    BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

    Language:Python675918177

  • mengfeizhang820/Paperlist-for-Recommender-Systems

    Recommender Systems Paperlist that I am interested in

    45030095

  • RUCAIBox/CIKM2020-S3Rec

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

    Language:Python2602034

  • alicogintel/SDM

    Sequential deep matching model for recommender system at Alibaba

    Language:Python2045765

  • USTCLLM/RecStudio

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

    Language:Python19441428

  • hegongshan/Recommender-Systems-Paper

    Must-read Papers for Recommender Systems (RS)

    1551018

  • 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.

    Language:Python1375920

  • cchao0116/EasyDGL

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

    Language:Python1241117

  • slientGe/Sequential_Recommendation_Tensorflow

    Several sequential recommended models implemented by tenosrflow1.x

    Language:Python1191724

  • fajieyuan/WSDM2019-nextitnet

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

    Language:Python1121129

  • reczoo/RecBox

    A box of core libraries for recommendation model development

    Language:Python9021219

  • aHuiWang/CIKM2020-S3Rec

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

    Language:Python8411448

  • tsinghua-fib-lab/SIGIR21-SURGE

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

    Language:Python8401927

  • JK-SHIN-PG/gamification-offrec

    Language:Python81101

  • CRIPAC-DIG/DGSR

    [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"

    Language:Python6511815

  • JiachengLi1995/Recformer

    Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation

    644412

  • HKUDS/MAERec

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

    Language:Python615135

  • HKUDS/DCRec

    [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

    Language:Python591107

  • HKUDS/SelfGNN

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

    Language:Jupyter Notebook57026

  • gimpong/MM23-MISSRec

    The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM'23).

    Language:Python54187

  • USTC-StarTeam/DR4SR

    🔥🔥🔥 KDD2024 Best Student Paper

    Language:Python54293

  • DyGRec/ASReP

    Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

    Language:Python511312

  • zzxslp/CosRec

    Code for CosRec: 2D Convolutional Neural Networks for Sequential Recommendation (CIKM-19)

    Language:Python493117

  • Woeee/FMLP-Rec

    The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"

    Language:Python442719

  • liuqidong07/LLMEmb

    [AAAI'25 Oral] The official implementation code of LLMEmb

    Language:Python391712

  • liuqidong07/DiffuASR

    [CIKM'23] The official implementation code of DiffuASR.

    Language:Python37156

  • dmhyun/PERIS

    Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]

    Language:Python36311

  • HqWu-HITCS/Awesome-Sequence-Modeling-for-Recommendation

    An Awesome Collection for Sequential Recommendation and Sequence Modeling in Recommend System

    36203

  • VinAIResearch/RecGPT

    RecGPT: Generative Pre-training for Text-based Recommendation (ACL 2024)

    Language:Python36111

  • GAIR-Lab/IISAN

    Efficient Multimodal Foundation Model Adaptation for Recommendation

    Language:Python34010

  • QinHsiu/ICSRec

    [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation".

    Language:Python301175

  • liuqidong07/LLM-ESR

    [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.

    Language:Python29145

  • Chain123/RecGURU

    The source code and dataset for the RecGURU paper (WSDM 2022)

    Language:Python281610

  • HelloZicky/DUET

    [WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".

    Language:Python28170