session-based-recommendation-system

There are 2 repositories under session-based-recommendation-system topic.

• shenweichen / DSIN

  Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

  ctrdindiendsinijcaiadvertising-datasetsession-based-recommendation-systemdeep-learningrecommender-systemclick-through-rate
  Language:Python 435

• OnYuKang / Recommendation-systems-paperlist

  Papers about recommendation systems that I am interested in

  collaborative-filteringdeep-learningexplainable-recommendationsmulti-armed-banditrecommendationrecommender-systemsession-based-recommendation-systemsocial-networksurvey
  364

• fajieyuan / WSDM2019-nextitnet

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

  cnnconvolutional-neural-networksgenerative-modelsequential-recommendationsession-basedsession-based-recommendation-systemgenerative-recommendationautoregressiveautoregressive-modelsnext-token-predictiongenerative-sequential-recommendationconvolutional-neural-networksequential-recommender
  Language:Python 110

• Wang-Shuo / Neural-Attentive-Session-Based-Recommendation-PyTorch

  A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)

  pytorchrecommendationsession-based-recommendation-system
  Language:Python 106

• SpaceLearner / SessionRec-pytorch

  Session-based Recommendation

  recommendation-systemsession-based-recommendationsession-based-recommendation-system
  Language:Python 60

• rosetta-ai / rosetta_recsys2019

  The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI

  recommender-systemdeep-learningdata-sciencemachine-learningartificial-intelligenceneural-networkpythonboosting-treelightgbmxgboostrankingmean-reciprocal-rankdata-miningsession-based-recommendation-systemtrivagohotel-recommender
  Language:Python 58

• summmeer / session-based-news-recommendation

  source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted at SIGIR 2022.

  deep-learningrecommender-systemsession-based-recommendation-system
  Language:Python 31

• ZhengxiangShi / SelfContrastiveLearningRecSys

  [ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"

  cold-startcontrastive-learningcontrastive-predictive-codingrecommendationrecommendation-systemrecommender-systemrepresentation-learningsession-based-recommendationsession-based-recommendation-system
  Language:Python 22

• fajieyuan / WWW2020-grec

  Sequence-to-Sequence Generative Model for Sequential Recommender System

  recommenderrecommender-systemsequentialsession-based-recommendation-systemc-n-ncnn-classificationbidirectionalbidirectional-lstmencodeencoder-decoder-architecturegrecautoregressiveautoregressive-modelbert4recdenoisingdenoising-autoencodersbart4rec
  Language:Python 17

• AnsongLi / Disen-GNN

  This is the code for the Paper: Disentangled Graph Neural Networks for Session-based Recommendation

  disentangled-representationsgraph-algorithmssession-based-recommendation-system
  Language:Python 16

• fajieyuan / recommendation_dataset_pretraining

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

  recommendation-systemusersdatasetstransfer-learningpretrainingcold-startcross-domainlifelonglifelong-machine-learningmulti-task-learninguser-profilinguser-modelingsequential-recommendationsession-based-recommendation-systemtop-n-recommendations
  16

• AnsongLi / TIE-DGNN

  This is the code for the Paper: Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation

  disentangled-representationsgraph-algorithmssession-based-recommendation-system
  Language:Python 14

• huyhoang17 / Word2Vec_Recommender_System

  [Tutorial] - Applying Word2Vec technique to Recommendation System a.k.a Item2Vec a.k.a Prod2Vec

  word2vecrecommender-systemrecommendation-systemsession-basedsession-based-recommendation-systemitem2vecprod2vec
  Language:Python 9

• alicogintel / DSIN

  Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

  click-through-ratedeep-learningrecommender-systemssession-based-recommendation-system
  Language:Python 7

• jongwonJeong / FPAdaMetric

  published at AAAI 2022

  session-based-recommendation-systemmetric-learningrepresentation-learningnegative-sampling
  6

• owj0421 / Torch-RecSys-Basics

  Implementation of Basic Recommendation System Models with PyTorch

  collaborative-filteringctr-predictionpytorchrecommendationrecommender-systemsession-based-recommendation-system
  Language:Python 6

• fajieyuan / recommendation_session_based_ultradeep

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

  sequential-recommendationsession-based-recommendation-systemdatasetslarge-scale-datasetnextitnettransformerbert-model
  2

• DM-HPC-LAB / SGN-Rec

  A Tensorflow implementation of Session-based Recommendation with Simplified Graph Neural Networks

  graphneuralnetworksession-based-recommendation-system
  Language:Python 1

• Lab-of-Infinity / Session-based-Recommendation-Using-SR-GNN

  Session Based Recommendation system Using Graph Neural Network

  graph-neural-networksrecommendation-systemsession-based-recommendation-systemsrgnnretail-rocket-datasetpygeometric-packagekaggle-dataset
  Language:Jupyter Notebook 0

• PatrickSVM / Session-Based-Recommender-Models

  PyTorch implementation of GRU4Rec, SQN and SMORL with evaluation framework covering Hit-Ratio, NDCG, Novelty, Diversity and Repetitiveness metrics for top-k recommendations.

  gru4recrecommender-systemsession-based-recommendation-systemsmorlsqn
  Language:Python 0

• russellkim / Repo4RecSys

  Information for recommendation system research

  datasetsession-based-recommendation-systemsource-codesurvey