Designing AI experiments for repeatablity

This workshop reveals some of the lessons learnt from our AI research with the fireworks framework. It was intended as an introduction to building AI experiments for new PhD students starting their studies.

Key Concepts

  • Version control
  • Unit Testing
  • Sanity Checking results
  • Running experiments on Compute Clusters
  • Build Scripts and Publishing Code