# MML-Book

**Repository Path**: reallymonkey/MML-Book

## Basic Information

- **Project Name**: MML-Book
- **Description**: Code / solutions for Mathematics for Machine Learning (MML Book)
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2021-09-08
- **Last Updated**: 2021-09-24

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Mathematics for Machine Learning (MML Book) - my Self Study

By folder:

### Python code
Just play code I used to better understand various concepts. Mix of Gaussians was tricky in particular.

### Chapter exercises solutions
Solutions to exercises for each chapter. Notebooks might take a bit of time to render all the LaTeX.
- Chapter 2 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises%20-%20PDF.pdf)
- Chapter 3 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises%20-%20PDF.pdf)
- Chapter 4 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises%20-%20PDF.pdf)
- Chapter 5 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises%20-%20PDF.pdf)
- Chapter 6 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises%20-%20PDF.pdf)
- Chapter 7 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises%20-%20PDF.pdf)

### Misc 
Misc:)


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