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Running FACE with no immutable features #202

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melfranks opened this issue Jul 18, 2023 · 0 comments
Open

Running FACE with no immutable features #202

melfranks opened this issue Jul 18, 2023 · 0 comments

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@melfranks
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Hi, thanks so much for this library, it's been incredibly useful to me!

I'm using FACE to generate counterfactuals with my own datasets and models, and it works fine when I set at least one feature as immutable. However, ideally I'd like to set all features to mutable. When I try to do this by setting 'immutables' as an empty list, see screenshot:
Screenshot 2023-07-18 at 18 04 59

I get the error shown below.
Screenshot 2023-07-18 at 18 07 07

Is there a way to do this, or would it be possible to add this option in future? Thanks!

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