https://github.com/ntinouldinho/expectation-maximization-machine-learning-algorithm

https://github.com/ntinouldinho/expectation-maximization-machine-learning-algorithm

artificial-intelligence em-algorithm machine-learning python

Last synced: 10 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/ntinouldinho/expectation-maximization-machine-learning-algorithm
• Owner: ntinouldinho
• Created: 2021-06-17T10:38:46.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2021-06-18T18:43:02.000Z (over 4 years ago)
• Last Synced: 2025-02-03T12:43:12.554Z (12 months ago)
• Topics: artificial-intelligence, em-algorithm, machine-learning, python
• Language: Jupyter Notebook
• Homepage:
• Size: 385 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Expectation-Maximization-Machine-Learning-Algorithm

 

This is our original photo before applying our Expectation Maximization Algorithm:

![Alt text](im.jpg)

We test our algorithm using a variety of  K values (1,2,4,8,16,32,64) .

The total runtime for the rendering and for the algorithm to complete all iterations (if needed) was 48'.

Below we see a side by side comparison of the results for each value of K.

For the value of K=64 we notice that the algorithm has come quite close to immitating the image.

K=1:



  

   



K=2:



  

   



K=4:



  

   



K=8:



  

   



K=16:



  

   



K=32:



  

   



K=64: