JacobLyLa / XAI-CFE

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implement cost function using Dandle method #3

Closed KatjaSi closed 1 year ago

KatjaSi commented 1 year ago

use following: https://christophm.github.io/interpretable-ml-book/counterfactual.html#generating-counterfactual-explanations

Dandle method :

  1. uses 4 objectives for the optimization
  2. Nondominated Sorting Genetic Algorithm55 or short NSGA-II.
KatjaSi commented 1 year ago

or check the existing implementation GitHub repository.

JacobLyLa commented 1 year ago

note: probably use numpy, as CFE algos will call on the cost function a lot.