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LayerDeepLiftSHAP (lds) & LayerGradientSHAP (lgs) explanations
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@nfelnlp nfelnlp released this 31 Mar 11:12
· 7 commits to main since this release
1.0.2
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Learn about vigilant mode.

1.0.2.1 of thermostat-datasets is out now via PyPI!

Thank you very much for the overwhelming response to this project!

Thanks to @aj280192 there are now two new explainers, LayerDeepLiftShap and LayerGradientShap, from Captum that have been applied to all four datasets, IMDb, MNLI, XNLI and AG News.

Unfortunately, XLNet explanations could not be produced due to an issue with Captum, but all four other models, ALBERT, BERT, ELECTRA and RoBERTa are available for both explainers.

A minor issue with the import of tqdm has also been fixed.

Contributors

aj280192
Assets 2
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