Topic: sequential-recommendation Goto Github

👇 Here are 61 public repositories matching this topic...

ahuiwang / cikm2020-s3rec
sequential-recommendation,Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
User: ahuiwang
self-supervised-learning sequential-recommendation

alicogintel / sdm
sequential-recommendation,Sequential deep matching model for recommender system at Alibaba
Organization: alicogintel
matching recommender-system deep-learning sequential-recommendation

andreabac3 / integrating-item-relevance-in-training-loss-for-sequential-recommender-systems
sequential-recommendation,Integrating Item Relevance in Training Loss for Sequential Recommender Systems
User: andreabac3
Home Page: https://arxiv.org/abs/2305.10824
loss-functions recommendation-system recommender-system recommender-systems sequential-recommendation

beomso0 / ezsasrec
sequential-recommendation,An easy and efficient tool to build sequential recommendation system utilizing SASRec
User: beomso0
Home Page: https://ezsasrec.netlify.app
recommendation recommendation-algorithm recommendation-system recommendations recommender recommender-system recommender-systems sasrec sequential sequential-models

cchao0116 / ctsma-icml21
sequential-recommendation,Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"
User: cchao0116
sequential-recommendation temporal-point-processes

cchao0116 / easydgl
sequential-recommendation,Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"
User: cchao0116
Home Page: https://arxiv.org/abs/2303.12341
dynamic-graph-embedding sequential-recommendation time-series traffic-data

cchao0116 / s2pnm-tkde2022
sequential-recommendation,Code for TKDE22 paper "Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation"
User: cchao0116
sequential-recommendation dictionary-learning

chain123 / recguru
sequential-recommendation,The source code and dataset for the RecGURU paper (WSDM 2022)
User: chain123
adversarial-learning cross-domain-recommendation dual-target sequential-recommendation

cripac-dig / dgsr
sequential-recommendation,[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"
Organization: cripac-dig
recommender-system sequential-recommendation graph-neural-networks dynamic-graph-embedding

dmhyun / peris
sequential-recommendation,Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]
User: dmhyun
Home Page: https://dl.acm.org/doi/abs/10.1145/3511808.3557415
machine-learning pytorch recommender-system sequential-recommendation

dygrec / asrep
sequential-recommendation,Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.
Organization: dygrec
augmented-sequences item-prediction recommender-system sequential-recommendation transformer

fajieyuan / pretrain_recommend_transfer
sequential-recommendation,迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像
User: fajieyuan
transfer-learning pretraining finetune cold-start recommender-system recommendation user-modeling self-supervised-learning sequential-recommendation lifelong-learning lifelong-machine-learning user-representation

fajieyuan / recommendation_dataset_pretraining
sequential-recommendation,DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
User: fajieyuan
recommendation-system users datasets transfer-learning pretraining cold-start cross-domain lifelong lifelong-machine-learning multi-task-learning

fajieyuan / wsdm2019-nextitnet
sequential-recommendation,Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
User: fajieyuan
cnn convolutional-neural-networks generative-model sequential-recommendation session-based session-based-recommendation-system generative-recommendation autoregressive autoregressive-models next-token-prediction

feisun / bert4rec
sequential-recommendation,BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
User: feisun
sequential-recommendation recommendation

gair-lab / iisan
sequential-recommendation,IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT
Organization: gair-lab
multimodal-recommendation sequential-recommendation efficiency-analysis memory-efficient multimodal-learning multimodal-representation representation-learning peft iisan

gimpong / mm23-missrec
sequential-recommendation,The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (ACM MM'23).
User: gimpong
acmmm acmmm2023 multi-modal pretraining recommendations recommender-system sequential-recommendation

hasai666 / rec_pangu
sequential-recommendation,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.
User: hasai666
Home Page: https://hasai666.github.io/rec_pangu/
ctr-prediction deep-learning multi-task-learning ranking-algorithm recommendation-system comirec deepfm pytorch recommender-system collaborative-filtering

hegongshan / recommender-systems-paper
sequential-recommendation,Must-read Papers for Recommender Systems (RS)
User: hegongshan
recommender-systems collaborative-filtering deep-learning matrix-factorization rating-prediction top-n-recommendations learning-to-rank click-through-rate social-recommendation graph-based-recommendation

hellozicky / duet
sequential-recommendation,[WWW2023] PyTorch implementation of DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization.
User: hellozicky
Home Page: https://dl.acm.org/doi/abs/10.1145/3543507.3583451
device-cloud-collaboration edge-cloud personalization recommendation-system device-cloud device-generalization hypernetwork computer-vision domain-adaptation domain-generalization

hkuds / dcrec
sequential-recommendation,[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
User: hkuds
Home Page: https://arxiv.org/abs/2303.11780
contrastive-learning graph-neural-networks self-supervised-learning sequential-recommendation

hkuds / maerec
sequential-recommendation,[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"
User: hkuds
Home Page: https://arxiv.org/abs/2305.04619
graph-neural-networks masked-autoencoder recommender-systems self-supervised-learning sequential-recommendation

holgern / scikit-optimize
sequential-recommendation,Sequential model-based optimization with a `scipy.optimize` interface
User: holgern
Home Page: http://scikit-optimize.readthedocs.io/
binder hyperparameter-optimization hyperparameter-tuning maschine-learning optimization scientific-visualization scikit-learn visualization hyperparameter-search sequential-recommendation

hqwu-hitcs / awesome-sequence-modeling-for-recommendation
sequential-recommendation,An Awesome Collection for Sequential Recommendation and Sequence Modeling in Recommend System
User: hqwu-hitcs
awesome-list recommendation-system recommender-system-papers sequential-recommendation

januverma / transformers-for-sequential-recommendation
sequential-recommendation,Notebooks on using transformers for sequential recommendation tasks
User: januverma
gpt recommendation-system recommendation-systems recsys sequential-recommendation transformers tutorials

jiachengli1995 / cafe
sequential-recommendation,Codebase for SIGIR 2022 paper: Coarse-to-Fine Sparse Sequential Recommendation
User: jiachengli1995
sequential-recommendation sigir2022

jiachengli1995 / recformer
sequential-recommendation,Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation
User: jiachengli1995
sequential-recommendation kdd2023

jk-shin-pg / gamification-offrec
sequential-recommendation,
User: jk-shin-pg
gamification indoor-environments recommender-system sequential-recommendation spatio-temporal-representation

k9luo / deep-preference-elicitation
sequential-recommendation,A Comparative Evaluation of Active Learning Methods in Deep Recommendation
User: k9luo
active-learning activelearning multiarmed-bandits python3 recommender-system sequential-recommendation tensorflow thompson-sampling upper-confidence-bounds

k9luo / deepcritiquingforvaebasedrecsys
sequential-recommendation,Official Code Framework of the paper "Deep Critiquing for VAE-based Recommender Systems"
User: k9luo
deep-learning recommender-system sequential-recommendation sigir2020 tensorflow vae

k9luo / latentlinearcritiquingforconvrecsys
sequential-recommendation,Official Code Framework of the paper "Latent Linear Critiquing for Conversational Recommender Systems"
User: k9luo
recommender-system sequential-recommendation linear-programming www2020

mark-narusov / alfabank_campus_challenge
sequential-recommendation,Jupyter тетрадка с решением Kaggle соревнования Alfa Campus
User: mark-narusov
Home Page: https://www.kaggle.com/competitions/alfabank-campus/overview
gru4rec recbole sequential-recommendation

mengfeizhang820 / paperlist-for-recommender-systems
sequential-recommendation,Recommender Systems Paperlist that I am interested in
User: mengfeizhang820
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering

miladshahidi / bert4clickpath
sequential-recommendation,A configurable Transformer-based model for clickstream data
User: miladshahidi
transformer-models bert sequential-recommendation

nancheng58 / ssl4sr
sequential-recommendation,[CCIR 2023] Self-supervised learning for Sequential Recommender Systems
User: nancheng58
recommender-system pretrain sequential-recommendation baseline recommendation self-supervised-learning

qinhsiu / icsrec
sequential-recommendation,[WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation".
User: qinhsiu
Home Page: https://arxiv.org/pdf/2310.14318.pdf
contrastive-learning recommendation-system sequential-recommendation user-modeling

qinhsiu / mclrec
sequential-recommendation,[SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".
User: qinhsiu
Home Page: https://arxiv.org/abs/2304.07763v1
contrastive-learning meta-learning recommendation-system sequential-recommendation learnable-model-augmentation

qinjr / score
sequential-recommendation,SCoRe is a sequential recommendation model with dual side neighbor-based collaborative filtering. Implementation of our WSDM 2020 paper.
User: qinjr
sequential-recommendation collaborative-filtering deep-learning user-modeling

reczoo / recbox
sequential-recommendation,A box of core libraries for recommendation model development
Organization: reczoo
collaborative-filtering sequential-recommendation gnn recommendation candidate-matching two-tower-models

rucaibox / recbole
sequential-recommendation,A unified, comprehensive and efficient recommendation library
Organization: rucaibox
Home Page: https://recbole.io/
recommender-systems collaborative-filtering knowledge-graph ctr-prediction deep-learning pytorch graph-neural-networks sequential-recommendation recommendations recommendation-system

scikit-optimize / scikit-optimize
sequential-recommendation,Sequential model-based optimization with a `scipy.optimize` interface
Organization: scikit-optimize
Home Page: https://scikit-optimize.github.io
bayesopt optimization scientific-computing machine-learning hyperparameter bayesian-optimization binder scikit-learn hyperparameter-optimization hyperparameter-tuning

slientge / sequential_recommendation_tensorflow
sequential-recommendation,Several sequential recommended models implemented by tenosrflow1.x
User: slientge
recommendation tensorflow python caser gru4rec attrec fpmc transrec sequential-recommendation sasrec

tsinghua-fib-lab / sigir21-surge
sequential-recommendation,Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
Organization: tsinghua-fib-lab
sequential-recommendation graph-neural-networks recommender-system

ustcml / geosan
sequential-recommendation,Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
Organization: ustcml
location-recommendation negative-sampling sequential-recommendation weighted-bpr geography-aware-negative-sampling geography-encoder

ustcml / recstudio
sequential-recommendation,A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
Organization: ustcml
Home Page: http://recstudio.org.cn
collaborative-filtering ctr-prediction deep-learning factorization-machines knowledge-graph matrix-factorization pytorch recommender-system sequential-recommendation graph-neural-networks

voladorlu / marank
sequential-recommendation,Multi-order Attentive Ranking Model for Sequential Recommendation
User: voladorlu
recommender-system recommendation-algorithms sequential-recommendation

woeee / fmlp-rec
sequential-recommendation,The source code for WWW 2022 Paper "Filter-enhanced MLP is All You Need for Sequential Recommendation"
User: woeee
sequential-recommendation

zhuty16 / ges
sequential-recommendation,This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) TKDE 2021.
User: zhuty16
tensorflow gcn recommender-system sequential-recommendation

zhy99426 / dualrec
sequential-recommendation,Implementation of CIKM2022 Paper "Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks"
User: zhy99426
information-retrieval recommender-system sequential-recommendation data-mining

zzxslp / cosrec
sequential-recommendation,Code for CosRec: 2D Convolutional Neural Networks for Sequential Recommendation (CIKM-19)
User: zzxslp
recommender-system deep-learning pytorch sequential-recommendation convolutional-neural-networks