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JuliaTrustworthyAI / ConformalPrediction.jl

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.
https://juliatrustworthyai.github.io/ConformalPrediction.jl/
MIT License
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Support for thresholding predictive distributions as explained in Section 2.4 of the tutorial #109

Closed pat-alt closed 2 weeks ago

pat-alt commented 6 months ago

See Section 2.4 of the tutorial: https://arxiv.org/abs/2107.07511

pasq-cat commented 1 month ago

@pat-alt shouldn't this method works both for regression and for classification? seems like predict should be dispatched depending on the type of model.

edit: i mean the predict in the commented file inductive_bayes.jl

pat-alt commented 1 month ago

Yeh I agree, I think this should be applicable to both cases. Let's discuss at 11