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interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.
https://interpret.ml/docs
MIT License
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Explaining Images with InterpretML using Lime #134

Closed SabaMt closed 4 years ago

SabaMt commented 4 years ago

Hi, I was wondering if there is any way to use classes like the LimeImageExplainer or something similar in InterpretML?

interpret-ml commented 4 years ago

Hi @SabaMt,

Right now, we're mostly focused on tabular data inside InterpretML, so we don't currently support methods like LimeImageExplainer. However, it's good to hear that there's demand for image based methods. While it's out of scope for the repository right now, we may support it in the future, so thanks for bringing this up :)!

For the time being, we recommend using LIME or SHAP directly for image analysis. If you happen to be using PyTorch models, we also recommend checking out PyTorch's Captum toolkit.

Thanks! -InterpretML Team