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Add likelihood classes #210

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3 tasks
BradyPlanden opened this issue Feb 22, 2024 · 0 comments · Fixed by #218
Closed
3 tasks

Add likelihood classes #210

BradyPlanden opened this issue Feb 22, 2024 · 0 comments · Fixed by #218
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@BradyPlanden
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enhancement New feature or request

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Feature description

As we move to support probablistic methods, a likelihood class that interacts like the cost class is required.

Motivation

No response

Possible implementation

The following is a good start towards closing this issue:

  • Base Likelihood Class
  • Gaussian Log Likelihood
  • Gaussian Log Likelihood with know sigma

Additional context

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enhancement New feature or request
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Adds Base Likelihoods, Maximum Likelihood Example pybop-team/PyBOP
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@BradyPlanden