The Wayback Machine - https://web.archive.org/web/20220523060527/https://github.com/topics/sequential-recommendation

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sequential-recommendation

Here are 31 public repositories matching this topic...

scikit-optimize / scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

visualization machine-learning binder optimization scikit-learn scientific-visualization scientific-computing hyperparameter-optimization bayesopt gradient bayesian-optimization hacktoberfest hyperparameter-tuning hyperparameter hyperparameter-search sequential-recommendation

Updated Feb 3, 2022
Python

RUCAIBox / RecBole

A unified, comprehensive and efficient recommendation library

recommendations deep-learning pytorch collaborative-filtering knowledge-graph recommender recommendation-system recommender-systems ctr-prediction graph-neural-networks sequential-recommendation

Updated May 8, 2022
Python

mengfeizhang820 / Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

embeddings collaborative-filtering recommender-systems ctr-prediction graph-embedding neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation industry-recommendations session-based-recommendation

Updated Jul 29, 2021

FeiSun / BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

recommendation sequential-recommendation

Updated Feb 7, 2020
Python

alicogintel / SDM

Sequential deep matching model for recommender system at Alibaba

deep-learning matching recommender-system sequential-recommendation

Updated May 19, 2020
Python

RUCAIBox / CIKM2020-S3Rec

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

mutual-information self-supervised-learning sequential-recommendation

Updated Nov 22, 2020
Python

slientGe / Sequential_Recommendation_Tensorflow

Several sequential recommended models implemented by tenosrflow1.x

python tensorflow recommendation sequential-recommendation caser gru4rec attrec fpmc transrec sasrec

Updated May 29, 2021
Python

hegongshan / Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

deep-learning collaborative-filtering matrix-factorization learning-to-rank recommender-systems social-recommendation rating-prediction graph-convolutional-network click-through-rate top-n-recommendations point-of-interest-recommendation graph-neural-network sequential-recommendation explainable-recommendation conversational-recommendation graph-based-recommendation

Updated Mar 24, 2021

xue-pai / DuoMatch

A configurable, tunable, and reproducible library for two-tower matching models

collaborative-filtering dssm gnn sequential-recommendation two-tower-neural-networks

Updated Sep 15, 2021
Python

aHuiWang / CIKM2020-S3Rec

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

self-supervised-learning sequential-recommendation

Updated Nov 6, 2020
Python

zzxslp / CosRec

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

deep-learning pytorch recommender-system sequential-recommendation

Updated Nov 28, 2019
Python

DyGRec / ASReP

Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.

transformer recommender-system sequential-recommendation augmented-sequences item-prediction

Updated Nov 5, 2021
Python

voladorlu / MARank

Multi-order Attentive Ranking Model for Sequential Recommendation

recommender-system recommendation-algorithms sequential-recommendation

Updated Apr 23, 2019
Python

tsinghua-fib-lab / SIGIR21-SURGE

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

recommender-system graph-neural-networks sequential-recommendation

Updated Jan 19, 2022
Python

qinjr / SCoRe

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

deep-learning collaborative-filtering user-modeling sequential-recommendation

Updated Jan 30, 2020
Python

zhuty16 / GES

This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) (TKDE, 2021).

tensorflow recommender-system gcn sequential-recommendation

Updated Mar 23, 2022
Python

fajieyuan / recommendation_dataset_pretraining

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

users recommendation-system cold-start transfer-learning datasets cross-domain user-modeling multi-task-learning user-profiling top-n-recommendations sequential-recommendation session-based-recommendation-system lifelong-machine-learning lifelong pretraining

Updated Nov 19, 2021

k9luo / LatentLinearCritiquingforConvRecSys

Official Code Framework of the paper "Latent Linear Critiquing for Conversational Recommender Systems"

linear-programming recommender-system sequential-recommendation www2020

Updated Feb 3, 2020
Python

Chain123 / RecGURU

The source code and dataset for the RecGURU paper (WSDM 2022)

adversarial-learning sequential-recommendation cross-domain-recommendation dual-target

Updated Jan 6, 2022
Python

Woeee / FMLP-Rec

The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"

sequential-recommendation

Updated Mar 11, 2022
Python

k9luo / DeepCritiquingForVAEBasedRecSys

Official Code Framework of the paper "Deep Critiquing for VAE-based Recommender Systems"

deep-learning tensorflow vae recommender-system sequential-recommendation sigir2020

Updated Apr 23, 2020
Jupyter Notebook

ZM7 / DGSR

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

recommender-system graph-neural-networks sequential-recommendation dynamic-graph-embedding

Updated Apr 14, 2022
Python

k9luo / Deep-Preference-Elicitation

A Comparative Evaluation of Active Learning Methods in Deep Recommendation

tensorflow python3 thompson-sampling recommender-system upper-confidence-bounds active-learning activelearning multiarmed-bandits sequential-recommendation

Updated Jul 14, 2019
Jupyter Notebook

juyongjiang / BiCAT

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

cold-start data-augmentation transformer-architecture sequential-recommendation

Updated May 20, 2022
Python

cchao0116 / S2PNM-TKDE2021

Code for TKDE21 paper "Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation"

dictionary-learning sequential-recommendation

Updated Mar 29, 2022
Python

fajieyuan / recommendation_session_based_ultradeep

A large-scale datasets for session-based recommendation and sequential recommendation

transformer datasets bert-model sequential-recommendation session-based-recommendation-system large-scale-dataset nextitnet

Updated Nov 11, 2021

fajieyuan / pretrain_recommend_transfer

迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像

recommender-system cold-start recommendation transfer-learning user-modeling lifelong-learning finetune user-representation self-supervised-learning sequential-recommendation lifelong-machine-learning pretraining

Updated Feb 3, 2022

lizikang / seqrec-sota

SOTA models for sequential recommendation

recommendation-system sequential-recommendation

Updated Mar 7, 2020
Python

cchao0116 / SMACTREC-ICML21

Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"

sequential-recommendation temporal-point-processes

Updated Apr 20, 2022
Python

nancheng58 / Pretraining-for-Recommender-Systems

Pretraining for Recommender Systems

recommender-system pretrain sequential-recommendation

Updated May 1, 2022
Python

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