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集合主题趋势排行榜
#

sequential-recommendation

Website
Wikipedia
https://static.github-zh.com/github_avatars/RUCAIBox?size=40
RUCAIBox / RecBole

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

recommender-systemscollaborative-filteringknowledge-graphctr-prediction深度学习PyTorchgraph-neural-networkssequential-recommendationrecommendationsrecommendation-systemrecommender
Python 3.8 k
4 个月前
https://static.github-zh.com/github_avatars/scikit-optimize?size=40
scikit-optimize / scikit-optimize

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

bayesoptoptimizationscientific-computing机器学习hyperparameterbayesian-optimizationbinderscikit-learnhyperparameter-optimizationhyperparameter-tuninghyperparameter-searchsequential-recommendationHacktoberfestscientific-visualization可视化
Python 2.77 k
1 年前
https://static.github-zh.com/github_avatars/FeiSun?size=40
FeiSun / BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

sequential-recommendationrecommendation
Python 659
5 年前
https://static.github-zh.com/github_avatars/mengfeizhang820?size=40
mengfeizhang820 / Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

recommender-systemssequential-recommendationctr-predictionembeddingsgraph-embeddingcollaborative-filtering
450
4 年前
https://static.github-zh.com/github_avatars/alicogintel?size=40
alicogintel / SDM

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

matchingrecommender-system深度学习sequential-recommendation
Python 207
5 年前
https://static.github-zh.com/github_avatars/USTCLLM?size=40
USTCLLM / RecStudio

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

collaborative-filteringctr-prediction深度学习factorization-machinesknowledge-graphmatrix-factorizationPyTorchrecommender-systemsequential-recommendationgraph-neural-networks
Python 193
4 个月前
https://static.github-zh.com/github_avatars/hegongshan?size=40
hegongshan / Recommender-Systems-Paper

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

recommender-systemscollaborative-filtering深度学习matrix-factorizationrating-predictiontop-n-recommendationslearning-to-rankclick-through-rategraph-neural-networksequential-recommendation
154
4 年前
https://static.github-zh.com/github_avatars/HaSai666?size=40
HaSai666 / rec_pangu

#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...

ctr-prediction深度学习multi-task-learningranking-algorithmrecommendation-systemdeepfmPyTorchrecommender-systemcollaborative-filteringgraph-neural-networkssequential-recommendation
Python 140
2 年前
https://static.github-zh.com/github_avatars/cchao0116?size=40
cchao0116 / EasyDGL

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

sequential-recommendationtime-series
Python 125
1 年前
https://static.github-zh.com/github_avatars/slientGe?size=40
slientGe / Sequential_Recommendation_Tensorflow

Several sequential recommended models implemented by tenosrflow1.x

recommendationTensorflowPythongru4recsequential-recommendation
Python 118
4 年前
https://static.github-zh.com/github_avatars/fajieyuan?size=40
fajieyuan / WSDM2019-nextitnet

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

cnnconvolutional-neural-networksgenerative-modelsequential-recommendationsession-basedautoregressiveautoregressive-modelsconvolutional-neural-network
Python 112
1 年前
https://static.github-zh.com/github_avatars/reczoo?size=40
reczoo / RecBox

A box of core libraries for recommendation model development

collaborative-filteringsequential-recommendationgnnrecommendation
Python 91
8 个月前
https://static.github-zh.com/github_avatars/aHuiWang?size=40
aHuiWang / CIKM2020-S3Rec

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

self-supervised-learningsequential-recommendation
Python 89
5 年前
https://static.github-zh.com/github_avatars/tsinghua-fib-lab?size=40
tsinghua-fib-lab / SIGIR21-SURGE

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

sequential-recommendationgraph-neural-networksrecommender-system
Python 84
3 年前
https://static.github-zh.com/github_avatars/JK-SHIN-PG?size=40
JK-SHIN-PG / gamification-offrec

gamificationrecommender-systemsequential-recommendation
Python 81
6 个月前
https://static.github-zh.com/github_avatars/CRIPAC-DIG?size=40
CRIPAC-DIG / DGSR

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

recommender-systemsequential-recommendationgraph-neural-networks
Python 66
10 个月前
https://static.github-zh.com/github_avatars/JiachengLi1995?size=40
JiachengLi1995 / Recformer

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

sequential-recommendation
64
2 年前
https://static.github-zh.com/github_avatars/HKUDS?size=40
HKUDS / MAERec

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

graph-neural-networksrecommender-systemsself-supervised-learningsequential-recommendation
Python 62
2 年前
https://static.github-zh.com/github_avatars/HKUDS?size=40
HKUDS / SelfGNN

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

data-augmentationgraph-neural-networksrecommender-systemself-supervised-learningsequential-recommendation
Jupyter Notebook 60
1 年前
https://static.github-zh.com/github_avatars/HKUDS?size=40
HKUDS / DCRec

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

contrastive-learninggraph-neural-networksself-supervised-learningsequential-recommendation
Python 59
2 年前
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