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[Analyzer] Add model explainability #78

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lalitpagaria opened this issue Apr 6, 2021 · 2 comments
Open

[Analyzer] Add model explainability #78

lalitpagaria opened this issue Apr 6, 2021 · 2 comments

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@lalitpagaria
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Adding support for model explainability with transformer models. It should be provided via optional dependencies along with optional parameter. Following repos can be used -

https://github.com/hila-chefer/Transformer-Explainability
https://github.com/cdpierse/transformers-interpret

[Bonus work :D ] For non transformer model
https://github.com/marcotcr/lime

@shahrukhx01
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@lalitpagaria I'll take up this once #75 is closed.

@lalitpagaria
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