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IPA Under the light - XAI

Getting started

Information : y is already normalized (mean 0 & std 1), the scaler will not be given.

Python

Follow the next commands:

conda create -n ipa-under-the-light python=3.10

conda activate ipa-under-the-light

conda install pytorch=2.1 pytorch-cuda=11.8 -c pytorch -c nvidia

pip install -r requirements.txt

Matlab

Install MATLAB R2022b and Eigenvector PLS_Toolbox version 9.2.

Using the software

Python

conda activate ipa-under-the-light

cd notebooks

jupyter lab .

Matlab

Open the script within the eponymous software.

About

Code of "IPA under the light: An explainability study". Submitted to EUSIPCO 2024 - Review in progress.

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