sequential-recommendation topic

List sequential-recommendation repositories

LibRecommender

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Versatile End-to-End Recommender System

SCoRe

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SCoRe is a sequential recommendation model with dual side neighbor-based collaborative filtering. Implementation of our WSDM 2020 paper.

DGSR

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

recommendation_dataset_pretraining

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DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation

SIGIR21-SURGE

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

CIKM2020-S3Rec

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

BiCAT

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This is the official source code of "BiCAT: Self-Knowledge Distillation with Bidirectional Chronological Augmentation of Transformer for Sequential Recommendation" based on TensorFlow.

CosRec

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

DUET

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

EasyDGL

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