Feature/pipeline explanations
Created by: MorrisNein
What's new:
- An inner repo
fedot/explainability
for the corresponding experiments. -
Explainer
abstract class, implementing an interface. -
SurrogateExplainer
class for building surrogate explanation models. The only supported surrogate at the moment is the decision tree (for both classification and regression tasks). -
explain
method of theFedot
class for creating explanations -- instances ofExplainer
successors.