! This paper is under review on the experimental track of the Journal of Visualization and Interaction.

Probably Approximately Correct Learning: a machine learning game

This repository is the codebase for a blog post designed to illustrate the challenges that machine learning algorithms encounter when trying to fit a dataset. It is implemented in idyll, a toolkit for creating data-driven stories and explorable explanations.

It will be accessible at a public URL once it has been peer-reviewed.

Installation

From the root directory, install dependencies with node.

npm install

Then, run the server locally via the idyll command, from the root directory.

idyll

The blog post should open in a window at localhost:3000.