sequential-recommendation

#计算机科学#A unified, comprehensive and efficient recommendation library

#计算机科学#Sequential model-based optimization with a `scipy.optimize` interface

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Recommender Systems Paperlist that I am interested in

GRID: Generative Recommendation with Semantic IDs

#计算机科学#Sequential deep matching model for recommender system at Alibaba

#计算机科学#A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

#计算机科学#Must-read Papers for Recommender Systems (RS)

#计算机科学#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. D...

#时序数据库#Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"

Several sequential recommended models implemented by tenosrflow1.x

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

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

A box of core libraries for recommendation model development

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

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

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

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

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