Mitigating Bias in Machine Learning

All materials relating to the online book Mitigating Bias in Machine Learning can be found here. If you would like a PDF version, please get in touch.

1. Code

1.1 Analysis

• Tables and figures contained in the book are produced using the code in the folder code.
• The Jupyter Notebook relating to fairness metrics in AIF360 utilises the code in my fork of AIF360.

1.2 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.

2. License

Shield:

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.