can deeplift explain text classification?

kundajelab / deeplift

Public facing deeplift repo

MIT License

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can deeplift explain text classification? #128

Open hanluxq opened 2 years ago

AndreaMagnanini commented 1 year ago

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 commented 1 year ago

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?"