Guidelines for Ethical Modeling

Contents

This repository contains a collection of materials designed to assist in the creation of ethical algorithms and machine learning models. Initial work was done as part of the Diversity and Inclusion Unconference at PyData NYC 2017.

• Ethical Machine Learning Tool - How can you create ethical machine learning projects?
  • Open the tool in your browser
• Data Science Ethics - Why is ethical data science important?
• Further Reading - Supporting materials and resources.

Contributing Authors

• Paige Bailey (@DynamicWebPaige)
• Abhipsa Behera (@abhipsa92)
• Bernie Boscoe (@bboscoe)
• Bobby Jackson (@rcjackson)
• Mwai Karimi (@kmwai)
• Zairah Mustahsan (@zairah10)
• Disha Umarwani (@dishaumarwani)