Homework 03

Goal

Implement the mean-shift algorithm.

Generate sampling points from a 2D Gaussian distribution
Generate sampling points from a 2D Mixture of Gaussian (MOG) distribution

Estimate of generated data via step2 by using the Mean-Shift method
Plot the clustering results

Requirements

Programming lanuage: python3
Optional package: tensorflow web
Plot the results in matplotlib Introduction in Chinese Tutorial

Bonus

implement MOG in 2-D case
add the regularization term to the MoG implementation