Yuang Yao's repositories
SceneClassification
This project is to use deep learning to auto classify the scene images with limited amount of training images.
BodySegmentation
This project is to use fully convolutional networks to do organ/tissue segmentation from medical images.
NumericalAnalysis
This is a library of common tools using in numerical analysis.
TrafficMonitor
This project is to track the network traffic.
UnsupervisedWordMapping
This project is to learn word mapping in a unsupervised way.
Bocerapp
Bocerapp front end and back end
Miniplaces
The miniplaces challenge at MIT CSAIL
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
QuantitativeFiance
The traditional models used in quantitive finance.
yuang-learn
Understanding machine learning algorithm from scratch