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can deeplift explain text classification? #128

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hanluxq opened this issue Dec 23, 2021 · 2 comments
Open

can deeplift explain text classification? #128

hanluxq opened this issue Dec 23, 2021 · 2 comments

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@hanluxq
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hanluxq commented Dec 23, 2021

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@AndreaMagnanini
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Hi Lu Han. I tried to apply this version of DeepLIFT to a cnn for text classification. The problem to solve is the following:
at the moment, in this library there's no implementation for any embedding layer conversion. This makes impossibile to use weights loaded froma a model for those kind of layers.

@AvantiShri
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Yes, this codebase is not currently being updated as I have graduated and alternative implementations of deeplift exist - please see corresponding section in the faq titled "my model architecture is not supported by this DeepLIFT implementation. What should I do?"

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@AvantiShri @hanluxq @AndreaMagnanini