recommendation

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

matching collaborative-filtering factorization-machines recommendation mind dssm youtubednn

Updated Oct 29, 2022
Python

cheungdaven / DeepRec

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An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

python deep-learning neural-network tensorflow collaborative-filtering matrix-factorization recommendation-system recommendation recommender-systems rating-prediction factorization-machine top-n-recommendations

Updated Jun 1, 2022
Python

charlesXu86 / Chatbot_CN

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基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Updated Jun 13, 2021

imsheridan / DeepRec

Star

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

reinforcement-learning deep-learning recommendation-system recommendation computational-advertising exploration-exploitation

Updated Nov 12, 2020

qiaoguan / deep-ctr-prediction

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CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

afm transformer resnet recommendation recommendation-algorithms ctr-prediction ctr recommendation-algorithm factorization-machine deepfm xdeepfm deep-ctr ad-algorithm esmm deep-cross deep-interest-network fibinet

Updated Nov 15, 2019
Python

daicoolb / RecommenderSystem-Paper

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This repository includes some papers that I have read or which I think may be very interesting.

paper cold-start deeplearning recommendation

Updated Nov 21, 2019

xiangwang1223 / neural_graph_collaborative_filtering

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Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filtering recommender-system recommendation neural-collaborative-filtering graph-neural-network sigir2019 high-order-connectivity personalized-recommendation

Updated May 7, 2020
Python

tsinghua-fib-lab / GNN-Recommender-Systems

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An index of recommendation algorithms that are based on Graph Neural Networks.

information-retrieval recommendation-system recommender-system recommendation recommendation-algorithms graph-convolutional-networks gcn graph-neural-networks graph-representation-learning gnn

Updated Sep 2, 2022

FeiSun / BERT4Rec

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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

recommendation sequential-recommendation

Updated Feb 7, 2020
Python

ylongqi / openrec

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OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

machine-learning deep-neural-networks deep-learning ml recommendation-system recommendation recommendation-algorithm

Updated May 26, 2022
Python

THUwangcy / ReChorus

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“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

framework pytorch ranking recommendation

Updated Aug 18, 2022
Python

RUCAIBox / CRSLab

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CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

deep-learning text-generation pytorch knowledge-graph recommender-system recommendation pretrained-models human-machine-interaction dialog-system graph-neural-network conversational-recommendation conversation-system

Updated Oct 18, 2022
Python

OnYuKang / Recommendation-systems-paperlist

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Papers about recommendation systems that I am interested in

deep-learning social-network survey collaborative-filtering recommender-system recommendation multi-armed-bandit explainable-recommendations session-based-recommendation-system

Updated Mar 17, 2020

DataSystemsLab / recdb-postgresql

Star

RecDB is a recommendation engine built entirely inside PostgreSQL

machine-learning database recommendation-system recommendation-engine recommender-system recommendation recommendation-algorithms

Updated May 11, 2020
C

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