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whoburg avatar whoburg commented on July 21, 2024

In the context of GP fitting, x and y are in logspace -- they're the log of the (positive) engineering quantities. Do you really have a quantity whose log is 15000? Or are you using GPfit for something other than GP fitting?

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pgkirsch avatar pgkirsch commented on July 21, 2024

Wow... this was really careless, I was so convinced that GPfit was log transforming the data for me... why isn't GPfit transforming data for me? I feel like it should. Do you agree?

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whoburg avatar whoburg commented on July 21, 2024

It's a design decision that's certainly still open for discussion.

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whoburg avatar whoburg commented on July 21, 2024

The core fitting algorithms work on log-transformed data, so it might make sense to leave them as is, and create a trivial user-facing wrapper that does the input and output log transforms.

The core fitting stuff could be called "lsefit" (or isma, sma, etc); and have all references to "GP" fitting live in the wrapper.

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