HelloML

Algorithm's implementation without package, especially for machine learning.

contents

BP Neural Network

The original and the simplest version of Neural Networks

Extreme Learning Machine

k-means

Naive bayes

Principal Component Analysis

Circle Packing

Solve circle packing problem use Newton laws

Tree & Random Forest

use linear regression in each leaf node

Regression

including multiple regression and step-wise