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).