Mitigating Bias in Machine Learning

All materials relating to the book Mitigating Bias in Machine Learning can be found here.

1. Book

There are two versions of the book

• Online version
• PDF version

2. Code

2.1 Analysis

• The folder code contains the code used to perform analysis as part of the book. Tables and figures in the book are produced here.
• The Jupyter Notebooks in the folder utilise the code in my fork of AIF360.

2.2 tex2html

Mitigating Bias in Machine Learning is written in LaTeX.

• The tex files are converted to html for the online book using pandoc and some post-processing in python.
• The code to convert the book and update the website is all in tex2html.