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deltaXAI

Repo containing codes for the delta XAI index and its applications to locally explain ML algorithms.

  • deltaxai.py

    Script with the classes implementing the computation and the graphical visualization of the delta-XAI index.

  • linear_model_cmp.py

    Script with the comparisons between the delta XAI method and SHAPLEY values on linear regression models (i.e., interpretable by design).