Feature/pipeline explanations
Created by: MorrisNein
What's new:
- An inner repo
fedot/explainabilityfor the corresponding experiments. -
Explainerabstract class, implementing an interface. -
SurrogateExplainerclass for building surrogate explanation models. The only supported surrogate at the moment is the decision tree (for both classification and regression tasks). -
explainmethod of theFedotclass for creating explanations -- instances ofExplainersuccessors.