Unlearning4XAI

Machine Unlearning technique for Explainable Artificial Intelligence

Scripts:

• unl_shorter_dataset.py [the script for general unlearning]
• shapely_on_alphas.py [creates the parallel categories plots and visualizes activations and filters]

Folders:

custom_archs

• WTFCNN.py [handler for all the alpha-related routines, from the standard-wtf model conversion to the customized forward step]
• wtflayer.py [implements the abstract class and methods for a general layer]
• wtfconv2d.py [handles all the customizations of a conv2d layer]
• wtfhead.py [handles all the customizations of a transformer layer]