https://github.com/bmi-labmedinfo/deltaxai

Repo containing codes for the delta XAI index and its applications.

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Repository

Repo containing codes for the delta XAI index and its applications.

Created almost 2 years ago · Last pushed almost 2 years ago

Readme

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