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Python Library for Model Interpretation/Explanations

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Hi, Is there currently any support / documentation for PDPs on recurrent neural networks on tensorflow? I imagine not since I get an error saying "skater.util.exceptions.DataSetError: Invalid Data: expected data...

Is there planned support for Pytorch models? Thanks!

Currently the example code doesn't work without passing a valid data format at initialization: ``` from skater.core.explanations import Interpretation interpreter = Interpretation() ``` ``` DataSetError Traceback (most recent call last)...

bug
enhancement v1
documentation

When you have an image that only has positive evidence for the requested label in `get_image_and_mask()` and no negative evidence, setting `positive_only = True` causes the entire image to be...

enhancement v2

Reference paper for the same: https://arxiv.org/pdf/1309.6392.pdf This algorithm helps in capturing the variance affect across the range of covariates.

enhancement v2
new feature

Hi All, I have a question regarding the Feature Importance function. The reference that is cited is an overview paper, hence I am not sure which method is concretely implemented...

I wonder is there are any way I can use skater to my pyspark dataframe?

Hi there! While using the very cool (!) skater package (thank you for that!) I get the following error message: ModelError: If using classifier without probability scores, unique_values cannot be...