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GitHub topics: session-based-recommendation-system

Faisalse/IntentAwareRS

A Worrying Reproducibility Study of Intent-Aware Recommendation Models

Language: Python - Size: 121 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

shenweichen/DSIN

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

Language: Python - Size: 29.3 KB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 444 - Forks: 132

farneet24/CONTRAST

CONTRAST, a novel architecture designed to enhance session-based recommendation by incorporating memory-efficient sparse operations, attention guided graph convolution, and contrastive learning techniques.

Size: 3.91 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

RecSysEvaluation/RecSys_Evaluation

Revisiting the Performance of GNN Models for Session-based Recommendation

Language: Python - Size: 318 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

owj0421/recsys_basics

Implementation of Basic Recommendation System Models with PyTorch

Language: Python - Size: 78.1 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

OnYuKang/Recommendation-systems-paperlist

Papers about recommendation systems that I am interested in

Size: 81.1 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 367 - Forks: 77

ShiZhengyan/SelfContrastiveLearningRecSys

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

Language: Python - Size: 42.1 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 5

SpaceLearner/SessionRec-pytorch

Session-based Recommendation

Language: Python - Size: 366 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 58 - Forks: 12

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.

Language: Python - Size: 135 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 8

fajieyuan/WWW2020-grec

Sequence-to-Sequence Generative Model for Sequential Recommender System

Language: Python - Size: 937 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 7

fajieyuan/WSDM2019-nextitnet

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

Language: Python - Size: 46.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 110 - Forks: 29

fajieyuan/recommendation_dataset_pretraining

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

Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0

rosetta-ai/rosetta_recsys2019

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

Language: Python - Size: 161 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 58 - Forks: 16

russellkim/Repo4RecSys

Information for recommendation system research

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

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

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

Language: Python - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 92 - Forks: 20

jongwonJeong/FPAdaMetric

published at AAAI 2022

Size: 2.43 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

alicogintel/DSIN Fork of shenweichen/DSIN

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

Language: Python - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 5

fajieyuan/recommendation_session_based_ultradeep

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

Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

huyhoang17/Word2Vec_Recommender_System

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

Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

Related Keywords
session-based-recommendation-system 19 recommender-system 10 deep-learning 6 recommendation 4 recommendation-system 4 sequential-recommendation 4 survey 2 cold-start 2 pytorch 2 collaborative-filtering 2 representation-learning 2 session-based-recommendation 2 autoregressive 2 negative-sampling 2 contrastive-learning 2 datasets 2 reproducible-research 2 top-n-recommendations 2 session-based 2 click-through-rate 2 ctr-prediction 1 convolutional-neural-networks 1 artificial-intelligence 1 generative-model 1 generative-recommendation 1 next-token-prediction 1 cross-domain 1 users 1 user-profiling 1 user-modeling 1 transfer-learning 1 pretraining 1 lifelong 1 multi-task-learning 1 lifelong-machine-learning 1 word2vec 1 prod2vec 1 item2vec 1 transformer 1 nextitnet 1 large-scale-dataset 1 bert-model 1 recommender-systems 1 metric-learning 1 source-code 1 dataset 1 xgboost 1 trivago 1 ranking 1 python 1 neural-network 1 mean-reciprocal-rank 1 machine-learning 1 lightgbm 1 hotel-recommender 1 data-science 1 data-mining 1 boosting-tree 1 sequential-models 1 graphneuralnetwork 1 fairness 1 evaluation-framework 1 evaluation 1 anonymous-session 1 research 1 memory-optimization 1 ijcai 1 dsin 1 din 1 dien 1 ctr 1 advertising-dataset 1 reproducible-science 1 knn-algorithm 1 graph-algorithms 1 evaluation-metrics 1 deep-neural-networks 1 cnn 1 autoregressive-models 1 sequential 1 recommender 1 grec 1 encoder-decoder-architecture 1 encode 1 denoising-autoencoders 1 denoising 1 cnn-classification 1 c-n-n 1 bidirectional-lstm 1 bidirectional 1 bert4rec 1 bart4rec 1 autoregressive-model 1 contrastive-predictive-coding 1 social-network 1 multi-armed-bandit 1 explainable-recommendations 1