There are 23 repositories under sequential-recommendation topic.
Sequential model-based optimization with a `scipy.optimize` interface
Recommender Systems Paperlist that I am interested in
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
Sequential deep matching model for recommender system at Alibaba
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.
Must-read Papers for Recommender Systems (RS)
Several sequential recommended models implemented by tenosrflow1.x
Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
[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
The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM'23).
An Awesome Collection for Sequential Recommendation and Sequence Modeling in Recommend System
RecGPT: Generative Pre-training for Text-based Recommendation (ACL 2024)
[WWW2023] PyTorch implementation of "DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization".
Codebase for SIGIR 2022 paper: Coarse-to-Fine Sparse Sequential Recommendation
[CIKM'23] The official implementation code of DiffuASR.