Add a helper for producing a DeterministicModel using a Matheron path #2435
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Codecov ReportAll modified and coverable lines are covered by tests ✅
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## main #2435 +/- ##
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Coverage 99.98% 99.98%
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Files 189 189
Lines 16675 16696 +21
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+ Hits 16673 16694 +21
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…pytorch#2435) Summary: Pull Request resolved: pytorch#2435 Out of the box, pathwise sampling code does not produce outputs that conform to BoTorch modeling conventions. This adds a helper that produces a Matheron path and wraps it in a `GenericDeterministicModel` using a helper that reshapes the path outputs to mimic the expected behavior from the model's posterior. This will offer a straightforward replacement of `get_gp_samples`, which is being deprecated. Differential Revision: D59941730
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…pytorch#2435) Summary: Pull Request resolved: pytorch#2435 Out of the box, pathwise sampling code does not produce outputs that conform to BoTorch modeling conventions. This adds a helper that produces a Matheron path and wraps it in a `GenericDeterministicModel` using a helper that reshapes the path outputs to mimic the expected behavior from the model's posterior. This will offer a straightforward replacement of `get_gp_samples`, which is being deprecated. Differential Revision: D59941730
…pytorch#2435) Summary: Pull Request resolved: pytorch#2435 Out of the box, pathwise sampling code does not produce outputs that conform to BoTorch modeling conventions. This adds a helper that produces a Matheron path and wraps it in a `GenericDeterministicModel` using a helper that reshapes the path outputs to mimic the expected behavior from the model's posterior. This will offer a straightforward replacement of `get_gp_samples`, which is being deprecated. Reviewed By: esantorella Differential Revision: D59941730
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Summary:
Out of the box, pathwise sampling code does not produce outputs that conform to BoTorch modeling conventions. This adds a helper that produces a Matheron path and wraps it in a
GenericDeterministicModelusing a helper that reshapes the path outputs to mimic the expected behavior from the model's posterior.This will offer a straightforward replacement of
get_gp_samples, which is being deprecated.Differential Revision: D59941730