Feature/refactor base constructor (#26)

cdpierse / transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Apache License 2.0

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Closed cdpierse closed 3 years ago

cdpierse commented 3 years ago

Introduces some major breaking changes to the interface.

Text is no longer passed in the constructor and is now exclusively passed to the instance only when calculating attributions.
Rather than returning the LIGAttributions instance we now return word_attributions by default when calling the explainer. word_attributions are now also an accessible property of the classification explainer.