Jiawen Yao's repositories
airbnb-data-collection
Data collection for Airbnb listings.
algorithm-excercise
Algorithm and Data Structure. leetcode/lintcode excercise
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
convolutional_autoencoder
Code for a convolutional autoencoder written on python, theano, lasagne, nolearn
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
deep-mil-for-whole-mammogram-classification
Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.
DeepCCA
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.
dilation-keras
Multi-Scale Context Aggregation by Dilated Convolutions in Keras
doctorai
Repository for Doctor AI project
DSB2017
The solution of team 'grt123' in DSB2017
Kaggle-DSB
Data Science Bowl 2017 Competition
kaggle_ndsb2017
Kaggle datascience bowl 2017
keras-extra
Extra Layers for Keras to connect CNN with RNN
Master-Thesis
Work done on my master thesis.
nolearn
scikit-learn compatible neural network library
pixel-cnn
Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"
Semantic-Cosegmentation
The codes for the ECCV16 paper: "Semantic Co-segmentation in Videos", Y.-H. Tsai*, G.Zhong* and M.-H. Yang.
so-simple-theme
:art: A simple and clean responsive Jekyll theme for words and photos.
staining-normalization
Staining unmixing and normalization for histopathology images.
StruReg
structured regression for cell detection
vnet.pytorch
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation