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Add Probability Density Functions (PDFs) of Hyperparameter Distributions #46

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guillaume-chevalier opened this issue Sep 6, 2019 · 3 comments

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@guillaume-chevalier
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commented Sep 6, 2019

This is needed for AutoML algorithms that needs the PDF and not only the .rvs() random variable sample generator.

@Eric2Hamel don't hesitate to assign yourself to this issue if you want to do it :)

@guillaume-chevalier

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commented Sep 6, 2019

See #45 for more details.

I'm mostly unsure of how for example Hyperopt and other algorithms would query the PDF to use it (e.g.: min and max and mean? Continuous PDF function? Discrete array given a PDF resolution? etc.).

@Eric2Hamel

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commented Sep 6, 2019

I'll take it, but I cannot see the assign button. Will look for it this weekend.

@guillaume-chevalier

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commented Sep 7, 2019

@Eric2Hamel I gave you more permissions on the project, I think you can assign yourself to issues now at the right, although for this one I did it now in advance if this permission level isn't enough

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