introduce max_val parameter in image plot #2848
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To keep scale of color-coding consistent during multiple explanations on the same image. For example, I have been working on an app where you compute explanation for the same image at different times during training, to see how feature importance changes during training (in a particular setting where this make sense: Continual Learning. I am visualizing catastrophic forgetting) But if scale of the color-coding changes at every plot, the sequence of explanation doen't make sense anymore (visually)
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Thanks for the PR! Please would you add an entry to the docstring to describe the new parameter? Apologies that no-one has reviewed until now, as we've been working through a big backlog of issues. |
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To keep scale of color-coding consistent during multiple explanations on the same image.
For example, I have been working on an app where you compute explanation for the same image at different times during training, to see how feature importance changes during training (in a particular setting where this make sense: Continual Learning. I am visualizing catastrophic forgetting) But if scale of the color-coding changes at every plot, the sequence of explanation doen't make sense anymore (visually)