leenamurgai / mitigatingbias.ml

Mitigating Bias in Machine Learning: Online book repository

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.