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Merged
Created Nov 01, 2021 by Elizaveta Lutsenko@LizLutsenkoOwner

Feature/pipeline explanations

  • Overview 62
  • Commits 30
  • Changes 13

Created by: MorrisNein

What's new:

  1. An inner repo fedot/explainability for the corresponding experiments.
  2. Explainer abstract class, implementing an interface.
  3. SurrogateExplainer class for building surrogate explanation models. The only supported surrogate at the moment is the decision tree (for both classification and regression tasks).
  4. explain method of the Fedot class for creating explanations -- instances of Explainer successors.
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Source branch: feature/pipeline-explanations