JinpengLI / pystatsml

Statistics and Machine Learning in Python

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Statistics and Machine Learning in Python

This is a draft version !!

Structure

Courses are avalaible in three formats:

  1. Python files in the scientific_python/examples. The sphinx-gallery is used to transform python files into rst documents.

  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
  • Jupyter

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

  • sphinx-gallery
pip install sphinx-gallery
  • pandoc

For Linux (gnome based distributions):

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

Others

sudo apt-get install latexmk texlive-latex-extra

About

Statistics and Machine Learning in Python


Languages

Language:Jupyter Notebook 93.3%Language:Python 6.1%Language:R 0.4%Language:Makefile 0.2%