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bug: gpx.Dataset used in the core fit API is invalid? #406

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cottrell opened this issue Nov 3, 2023 · 0 comments

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bug

cottrell commented Nov 3, 2023

There might be a work around, but not sure yet.

For example, this kernel requires Int

https://github.com/JaxGaussianProcesses/GPJax/blob/main/gpjax/kernels/non_euclidean/categorical.py#L90

But fit requires Array which only supports one type?

https://github.com/JaxGaussianProcesses/GPJax/blob/main/gpjax/fit.py#L43

A simple example is 2d X, with one float col and one categorical col.

Also asked here.

https://github.com/orgs/JaxGaussianProcesses/discussions/403

cottrell added the bug label

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