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RCdnn's Projects

agnn icon agnn

Code of our paper "Attribute Graph Neural Networks for Strict Cold Start Recommendation" accepted by TKDE 2020.

autofis icon autofis

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

autoint icon autoint

Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

bert4rec icon bert4rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

blob icon blob

Source code for our paper "BLOB: a probabilistic model for recommendation that combines organic and bandit signals" published at KDD 2020.

cikm2020-s3rec icon cikm2020-s3rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

comirec icon comirec

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

crosse icon crosse

Interaction Embeddings for Prediction and Explanation in Knowledge Graphs (WSDM'2019)

csrm_sigir2019 icon csrm_sigir2019

A Collaborative Session-based Recommendation Approach with Parallel Memory Modules, SIGIR 2019

ctdne icon ctdne

Implementation of the CTDNE algorithm.

ctrmodel icon ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

ctrnet-tool icon ctrnet-tool

This's the tool for CTR, including FM, FFM, NFFM and so on.

deep-ctr-prediction icon deep-ctr-prediction

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

deep_memory icon deep_memory

For Video Recommendation in Deep learning QQ Group 277356808

deepctr icon deepctr

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

deepmcp icon deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

dien-tf2 icon dien-tf2

Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction

diffnet icon diffnet

Graph Neural Network based Social Recommendation Model. SIGIR2019.

dkn icon dkn

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

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