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Fairness Diagnostics

Visualizing fairness in machine learning.

Getting Started

Prerequisites

  1. Install node.js and npm on your machine. Follow the instructions here.
  2. Clone this repository using git clone https://github.com/citp/fairness_diagnostics.
  3. Navigate to the root of the cloned directory using cd fairness_diagnostics.

Installing Dependencies

  1. Run npm install to install the dependencies listed in the package.json file. This will install Bower and http-server.
  2. Run bower install to install the dependencies listed in the bower.json. This will install d3.js, AngularJS (along with its modules), Bootstrap and JQuery.

Run the App

To run the application, execute npm start.

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Tool to visualize and diagnose fairness issues in machine learning

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