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sibyl-dev / pyreal

An easier approach to using and understanding ML models
MIT License
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Implement counterfactual explanations #470

Open zyteka opened 10 months ago

zyteka commented 10 months ago

Counterfactual explanations are a popular and very useful way of explaining an ML model prediction. To start, we should implement a basic optimization approach, with the potential to expand into more detailed algorithms in the future.

zyteka commented 10 months ago

Made progress but am blocked by bug in need of fix in the pymoo library. Will revisit later