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recommendation

Here are 271 public repositories matching this topic...

microsoft / recommenders

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Best Practices on Recommendation Systems

microsoft python kubernetes data-science machine-learning tutorial deep-learning azure rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization

Updated Jul 1, 2021
Python

PaddlePaddle / models

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Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

natural-language-processing computer-vision deep-learning neural-network speech recommendation paddlepaddle

Updated Jul 1, 2021
Python

DeepCTR

shenweichen / DeepCTR

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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deep-learning afm factorization-machines recommendation mlr ffm ctr din deepfm click-through-rate xdeepfm deepinterestnetwork nfm deepcross autoint dien deepinterestevolutionnetwork nffm fgcnn

Updated Jul 3, 2021
Python

NicolasHug / Surprise

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Open

measures param for grid search and cross_validate should support callables

NicolasHug commented Apr 6, 2018

For now only strings are accepted as the measures parameter in GridSearchCV, RandomizedSearchCV, and cross_validate. It's thus impossible to use those with measures that take specific parameters as input (e.g. #156 ), or to use custom measures.

We should then accept callables in addition to strings.

Each callable should only take the predictions parameter. In order to handle measur

Read more

enhancement good first issue

wzhe06 / Reco-papers

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Classic papers and resources on recommendation

machine-learning reinforcement-learning deep-learning recommender-system recommendation exploration-exploitation

Updated Jun 13, 2020
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 Apr 23, 2020
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

reinforcement-learning deep-learning sentiment-analysis text-classification tensorflow nlu knowledge-graph recommendation nlg ner attention-mechanism ir dialogue-systems slot-filling oriented-dialogs intent-detection django-restful chatbot-cn tenserflow-serving text-correct

Updated Jun 13, 2021

imsheridan / DeepRec

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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

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 21, 2021
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

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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

FeiSun / BERT4Rec

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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

recommendation sequential-recommendation

Updated Feb 7, 2020
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 Apr 25, 2021
Python

ReChorus

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 Jul 2, 2021
Python

Kanaries / Rath

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自动化数据探索分析和智能可视化设计应用. Automatic insights discovery and visualization for data analysis.

visualization machine-learning bi insights eda recommendation data-exploration datamining automated-insights augmented-analytic automated-visualization automated-data-visualization automated-data-analysis

Updated Jun 30, 2021
TypeScript

lystdo / Codes-for-WSDM-CUP-Music-Rec-1st-place-solution

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Updated Apr 10, 2018
Python

GitHub-HongweiZhang / prediction-flow

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Deep-Learning based CTR models implemented by PyTorch

machine-learning deep-learning torch dnn pytorch attention recommendation attention-mechanism wide-and-deep ctr-prediction ctr din deepneuralnetworks deepfm deepinterestnetwork ctr-models dien deepinterestevolutionnetwork prediction-flow

Updated Mar 11, 2021
Python

THUDM / ComiRec

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Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

recommender-system recommendation controllable multi-interest

Updated Feb 24, 2021
Python

fajieyuan / SIGIR2020_peterrec

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Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

ads recommender-system cold-start user recommendation transfer-learning profiling finetuning pretraining peterrec-cau-serial nextitnet-tf-pretrain

Updated Jun 23, 2021
Python

duxy-me / ConvNCF

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Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

convolutional-neural-networks recommendation neural-collaborative-filtering

Updated Jun 30, 2019
Python

Wang-Shuo / GraphRec_PyTorch

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A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

pytorch recommendation social-recommendation graph-neural-networks

Updated Jun 8, 2021
Python

ZainZhao / Personalized-recommend

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基于tensorflow的个性化电影推荐系统实战(有前端)

deep-learning tensorflow recommendation-system recommendation

Updated Dec 27, 2019
Python

chenchongthu / ENMF

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This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

deep-learning reproducible-research evaluation collaborative-filtering recommender-system recommendation kdd reproducibility efficient-algorithm icml sigir state-of-the-art neurips lcfn lightgcn nbpo dhcf srns

Updated Dec 9, 2020
Python

PeiJieSun / diffnet

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Graph Neural Network based Social Recommendation Model. SIGIR2019.

neural-network recommendation social-recommendation gcn graph-convolutional-network gnn graph-neural-network sigir2019 neural-graph neural-network-graph neural-graph-recommendation

Updated Dec 21, 2020
Python

chenchongthu / NARRE

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This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations

deep-learning recommender-system recommendation attention-mechanism review-usefulness

Updated Apr 30, 2018
Python

xiangwang1223 / disentangled_graph_collaborative_filtering

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Disentagnled Graph Collaborative Filtering, SIGIR2020

collaborative-filtering recommender-system recommendation distance-correlation disentangled-representations neural-collaborative-filtering graph-neural-networks personalized-recommendation sigir2020 disentangled-graph-neural-networks independence-modeling

Updated Jul 11, 2020
Python

PreferredAI / tutorials

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A tutorial series by Preferred.AI

information-retrieval tutorial deep-learning sentiment-analysis tensorflow image-classification recommendation recommender-systems

Updated Jun 7, 2021
Jupyter Notebook

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