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Some changes for the PyTorch IBA API #9

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berleon opened this issue Mar 4, 2020 · 0 comments
Open
5 tasks done

Some changes for the PyTorch IBA API #9

berleon opened this issue Mar 4, 2020 · 0 comments
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@berleon @karl-schulz

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berleon commented Mar 4, 2020 •
edited by karl-schulz
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A few remarks to the PyTorch IBA API:

  • IBA.heatmap rename to IBA.analyze. Add flag to switch between saliency_map (in bits, channels summed, scaled to input image) or capacity (in bits, not summed, not scaled)
  • IBA.supress_information rename to IBA.restrict_flow
  • IBA.__init__ add estimator=None parameter
  • IBA.__init__ add feature_mean_std=None parameter which takes a tuple(mean, std)
  • IBA._init rename to IBA._build: make clear that it is different to __init__
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