[Feature request]: Create A gempyor Inference ABC

[TimothyWillard]

Label

enhancement, gempyor, inference

Priority Label

medium priority

Is your feature request related to a problem? Please describe.

The inference functionality in gempyor is split between the gempyor.calibrate.calibrate function and the gempyor.inference.GempyorInference class. It makes it difficult to understand what each component does and makes it impossible to implement new inference effectively.

Is your feature request related to a new application, scenario round, pathogen? Please describe.

No response

Describe the solution you'd like

An ABC for an inference class that clearly defines what is expected of a modular inference class. Will need to accept information about the model as well as a simulate function (see GH-367) and exposes methods to run inference. Should succeed GH-105 specifically for inference.