Explainable Machine Learning for Public Policy

Challenge

Machine learning is hard for non-experts to interpret, leading to a lack of ability to contest the decisions made by systems that implement use machine learning.

Solution

We created a tool for understanding and editing the internal weights of a logistic regression. See our poster, the webpage for the project, and source code on Github.

Tools

React, Python sklearn