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SAASMTGP with inferred noise #1809

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Summary: Makes train_Yvar an optional input to SAASMTGP. When train_Yvar is None, we infer the noise level.

Differential Revision: D45338979

@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels Apr 27, 2023
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This pull request was exported from Phabricator. Differential Revision: D45338979

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codecov bot commented Apr 27, 2023

Codecov Report

Merging #1809 (56ad580) into main (e7077a6) will not change coverage.
The diff coverage is 100.00%.

❗ Current head 56ad580 differs from pull request most recent head 1f1b204. Consider uploading reports for the commit 1f1b204 to get more accurate results

@@            Coverage Diff            @@
##              main     #1809   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
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  Files          170       170           
  Lines        14913     14912    -1     
=========================================
- Hits         14913     14912    -1     
Impacted Files Coverage Δ
botorch/models/fully_bayesian_multitask.py 100.00% <100.00%> (ø)

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Summary:
Pull Request resolved: pytorch#1809

Makes `train_Yvar` an optional input to SAASMTGP. When `train_Yvar` is `None`, we infer the noise level.

Differential Revision: D45338979

fbshipit-source-id: e5fb8d2b3aca1f77ca9a24a82d536c9cd206e2cc
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This pull request was exported from Phabricator. Differential Revision: D45338979

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This pull request has been merged in e622ac4.

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