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mryeshuai's Projects

abcnn icon abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

deeplearn icon deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

doc-han-att icon doc-han-att

Hierarchical Attention Networks for Chinese Sentiment Classification

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

mdnet icon mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

mnist icon mnist

mnist classification with tensorflow ( nn, cnn, lstm, nlstm, bi-lstm, cnn-rnn)

s-lstm icon s-lstm

Code for the paper: Sentence-State LSTM for Text Representation

sentiment_analysis icon sentiment_analysis

使用深度学习方法对IMDB电影评价做情感分析,使用的方法分别为:MLP、BiRNN、BiGRU+Attention Model

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