Welcome to the documentation of IBA!

This is the documentation of the iba package. Our attribution method is described in our paper “Restricting the Flow: Information Bottlenecks for Attribution”. Please see our README for installation and short overview. We also provide a few examplary jupyter notebooks.

Modules

• IBA.pytorch: IBA

• IBA.pytorch_readout: IBAReadout

• IBA.tensorflow_v1: IBALayer, IBACopy, IBACopyInnvestigate,

• IBA.utils: plot_saliency_map()

Indices and tables

• Index

• Module Index

• Search Page