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support empty inputs in Lime & KernelShap #812

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@aobo-y aobo-y commented Dec 4, 2021

Empty inputs work in methods like FeatureAblation & ShapleyValueSampling, but not in Lime and KernelShap.
This update correctly handles empty tensors like tensor([[],[],[]]) whose shape is (3,0) in Lime and KernelShap.
Added corresponding tests.

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@aobo-y has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

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Looks great, thanks for fixing this!

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