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The Top 23 Sequential Recommendation Open Source Projects

Open source projects categorized as Sequential Recommendation
Categories > Sequential Recommendation
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10most recent commit 3 months agopypi recbole} Downloads
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Paperlist For Recommender Systems ⭐ 334
Recommender Systems Paperlist that I am interested in
most recent commit 3 years ago
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11most recent commit 6 months ago
Rec_pangu ⭐ 138
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.
total releases 44most recent commit 9 months ago
Bert4rec ⭐ 125
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
most recent commit 4 years ago
Easydgl ⭐ 113
Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"
most recent commit 7 months ago
Cikm2020 S3rec ⭐ 97
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
most recent commit 3 years ago
Gamification Offrec ⭐ 80
most recent commit 3 months ago
Sdm ⭐ 78
Sequential deep matching model for recommender system at Alibaba
most recent commit 4 years ago
Sequential_recommendation_tensorflow ⭐ 62
Several sequential recommended models implemented by tenosrflow1.x
most recent commit 3 years ago
Recformer ⭐ 53
Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation
most recent commit 7 months ago
Sigir21 Surge ⭐ 48
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
most recent commit a year ago
Recommender Systems Paper ⭐ 21
Must-read Papers for Recommender Systems (RS)
most recent commit 3 years ago
Duet ⭐ 20
[WWW2023] PyTorch implementation of DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization.
most recent commit 6 months ago
Peris ⭐ 19
Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]
most recent commit a year ago
Asrep ⭐ 19
Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.
most recent commit 2 years ago
Dgsr ⭐ 18
[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"
most recent commit a year ago
Mm23 Missrec ⭐ 18
The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM 2023).
most recent commit 3 months ago
Maerec ⭐ 15
[SIGIR'2023] MAERec: Graph Masked Autoencoder for Sequential Recommendation
most recent commit a year ago
Bicat ⭐ 15
This is the official source code of "BiCAT: Self-Knowledge Distillation with Bidirectional Chronological Augmentation of Transformer for Sequential Recommendation" based on TensorFlow.
most recent commit 2 years ago
Mclrec ⭐ 14
[SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".
most recent commit 4 months ago
Self Supervised Learning For Sequential Recommender Systems ⭐ 14
[CCIR 2023] Self-supervised learning for Sequential Recommender Systems
most recent commit 6 months ago
The 2 Most Depended On Sequential Recommendation Open Source Projects
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
The 5 Latest Releases In Sequential Recommendation Open Source Projects
Recbole ⭐ 3,038
A unified, comprehensive and efficient recommendation library
dependent packages 2total releases 10latest release October 31, 2023most recent commit 3 months agopypi recbole} Downloads
Recstudio ⭐ 153
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
total releases 11latest release September 03, 2022most recent commit 6 months ago
Ezsasrec ⭐ 8
An easy and efficient tool to build sequential recommendation system utilizing SASRec
total releases 3latest release June 07, 2022most recent commit 6 months ago
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
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