DakaiZhou's repositories
Vessel-Segmentation-MR-Registration
The code in this repository is from my master thesis. This project aims to automatically segment carotid from 3D MR brain image, and use the segmented carotid to extract Time-Activity-Curve from PET images. It mainly involves 3D image coregistration, vessel segmentation, partial valume correction.
Volume-Rendering
A demo script of ray casting direct volume rendering without using image processing packages, for the sake of algorithm understanding.
Fox-Algorithm
Fox‘s algorithm is a parallel matrix multiplication function, which distributes the matrix using a checkerboard scheme.
geo-heatmap-android
An simple world map heat-map android application demo, which can be easily adapted.
Linear-Regression
This linear Regression is specificly for polynomial regression with one feature. It contains Batch gradient descent, Stochastic gradient descent, Close Form and Locally weighted linear regression.
bicycle-sharing-analysis
An simple example of data exploration and test-driving development
machine-learning-algorithm-implementation
This repository contains notebooks with machine learning algorithm explanations and algorithm implementations. It aims to develop understanding of machine learning algorithms though implementing them.
electrode-ota-server
Electrode Over The Air Server for hot deployment of React Native and Cordova mobile apps
machine-learnng-notes-andrew-ng
Machine learning notes from Andrew Ng, coursera version and Standford version