Discover @DakaiZhou Open Source projects

@DakaiZhou

DakaiZhou

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Registered almost 6 years ago
Most used languages

Python
44.4 %

Jupyter Notebook
22.2 %

MATLAB
11.1 %

HTML
11.1 %

C
11.1 %

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.

tropical_cyclone_track

Path-Search-Algorithm

bicycle-sharing-analysis

An simple example of data exploration and test-driving development

Jupyter Notebook

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.

Jupyter Notebook