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Troubles running CLUE about carla HOT 2 CLOSED

drobiu avatar drobiu commented on June 5, 2024
Troubles running CLUE

from carla.

Comments (2)

JohanvandenHeuvel avatar JohanvandenHeuvel commented on June 5, 2024

Hi,

Unfortunately some methods only work for either Tensorflow or PyTorch. It's a bit unintuitive, we should probably throw a warning when this happens. For now you can find which recourse model is supported by which framework here

The following should fix it

# load artificial neural network from catalog
model = MLModelCatalog(dataset, "ann", backend="pytorch")

Also note that right now your factuals contain samples with negative and positive predicted labels. This may lead to unintended behaviour. If you want only the factuals that have a negative predicted label you can use the following.

# get factuals
factuals = predict_negative_instances(model, dataset.df).iloc[:1000]

from carla.

drobiu avatar drobiu commented on June 5, 2024

Thank you! That fixed it. :)

Also thanks for the negative predicted label tip.

from carla.

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