Add counterfactual generator support for EvoTrees #225
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could have
This feature could be implemented during the software project
difficult
This is expected to be difficult.
enhancement
New feature or request
Though resolving #206 included implementing an interface to the
EvoTreeClassifier
from the MLJ model registry, support for generating counterfactuals for this model has not been implemented yet. The steps to take are the following:<: Supervised
MLJ models #69, it might not be possible to retrieve the gradient information of MLJ models usingZygote.jl
. Whether that is indeed the case should be investigated.Zygote.jl
cannot be used for gradient access, alternatives should be explored. One possible alternative isForwardDiff.jl
, but this may lead to other problems, such as gradients being ill-defined due to the counterfactual loss function not being smooth.The text was updated successfully, but these errors were encountered: