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Reap deprecated mvn argument to GPyTorchPosterior #2255

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Summary: All internal calls to this have been updated to use distribution instead, including in subclasses (HigherOrderGPPosterior, GaussianMixturePosterior, MultiTaskGPPosterior, FullyBayesianPosterior)

Differential Revision: D55092855

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Mar 19, 2024
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This pull request was exported from Phabricator. Differential Revision: D55092855

Summary:
X-link: facebookexternal/botorch_fb#17


The `base_samples` argument to GPyTorchPosterior.rsample was deprecated in BoTorch 8.0.0
- reaped the deprecated code
- removed the corresponding unit tests
- Removed `base_samples` argument from `MockPosterior.rsample` used for testing, since the base Posterior class also does not permit `base_samples` in `rsample`. Moved an exception in `MockPosterior` so that invalid `base_samples` will still be checked.
- fixed a docstring in PosteriorList

Reviewed By: saitcakmak

Differential Revision: D55038429
Summary:

All internal calls to this have been updated to use `distribution` instead, including in subclasses (`HigherOrderGPPosterior`, `GaussianMixturePosterior`, `MultiTaskGPPosterior`, `FullyBayesianPosterior`)

Differential Revision: D55092855
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This pull request was exported from Phabricator. Differential Revision: D55092855

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codecov bot commented Mar 19, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 99.97%. Comparing base (1a8b4ea) to head (5c9af85).

Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2255      +/-   ##
==========================================
- Coverage   99.97%   99.97%   -0.01%     
==========================================
  Files         197      197              
  Lines       17163    17146      -17     
==========================================
- Hits        17159    17142      -17     
  Misses          4        4              

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This pull request has been merged in ea23802.

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