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Typos in Exponential and Mattern 1/2 covariance functions #779

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perrette opened this issue Mar 12, 2025 · 0 comments
Open

Typos in Exponential and Mattern 1/2 covariance functions #779

perrette opened this issue Mar 12, 2025 · 0 comments

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@perrette
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Mean and Covariance Functions:
https://www.pymc.io/projects/examples/en/latest/gaussian_processes/GP-MeansAndCovs.html#exponential:

Issue description

There is a mistake in the Exponential and Mattern 1/2 covariance functions:

  • Exponential: the parameter l is not squared (it should be homogeneous to the distance)
  • Mattern 1/2: the distance should appear, not the square of the distance
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