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jiaqinglin's Projects

acf icon acf

Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

dssm icon dssm

An reimplementation of Microsoft DSSM

dssm-wemb-theano icon dssm-wemb-theano

Implementing Deep Structured Semantic Model (DSSM) in Theano : Word Embedding Case Study

gru4rec icon gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

hgru4rec icon hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

irgan icon irgan

IRGAN SIGIR paper experimental code

models icon models

Models and examples built with TensorFlow

recurrentshop icon recurrentshop

Framework for building complex recurrent neural networks with Keras

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