Statistics and Machine Learning in Python

This is a draft version !!

Structure

Courses are avalaible in three formats:

1. Python files in the python directory.

2. Ipython notebooks files in the in the notebooks directory.

3. ReStructuredText files in the rst directory.

All notebooks and python files are converted into rst format and then assembled together using sphinx.

Build

Build the pdf file:

make pdf

Build the html files:

make html

Dependencies

• python 3

• ipython The easier is to install Anaconda at https://www.continuum.io with python >= 3

• pandoc

For Linux:

Install pandoc:

sudo apt-get install pandoc

If you don't already have pip:

sudo apt-get install python3-pip

Install Jupyter:

sudo -H pip3 install jupyter