Models

Why does this package exist?

Models.jl defines the Template and Model types as well as a common API for constructing a generic model in downstream packages, including:

• Calling fit on a Template.
• Calling predict on a Model.
• Assigning traits such as EstimateTrait and OutputTrait.
• Testing interfaces and downstream dependencies with TestUtils.

Contents

• Design
• • Models and Templates
  • Calling fit and predict
  • Traits
• API
• • Abstract Types
  • Common API
  • Traits
• TestUtils
• • Interface Tests
  • Test Fakes