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Make train_Yvar optional in MultiTaskGP and deprecate FixedNoiseMultiTaskGP #1818

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Summary: There's no real reason to have two separate models when the only difference is the likelihood. This helps clean up some of the hacky inheritance with SAAS MTGP as well.

Reviewed By: esantorella

Differential Revision: D45629140

…TaskGP

Summary: There's no real reason to have two separate models when the only difference is the likelihood. This helps clean up some of the hacky inheritance with SAAS MTGP as well.

Reviewed By: esantorella

Differential Revision: D45629140

fbshipit-source-id: 3133ba3ac6af3e8bcda6ef503ef52a4538435aca
@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels May 8, 2023
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This pull request was exported from Phabricator. Differential Revision: D45629140

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codecov bot commented May 8, 2023

Codecov Report

Merging #1818 (f5d8432) into main (24178b3) will not change coverage.
The diff coverage is 100.00%.

❗ Current head f5d8432 differs from pull request most recent head c47a802. Consider uploading reports for the commit c47a802 to get more accurate results

@@            Coverage Diff            @@
##              main     #1818   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          170       170           
  Lines        14915     14910    -5     
=========================================
- Hits         14915     14910    -5     
Impacted Files Coverage Δ
botorch/models/fully_bayesian_multitask.py 100.00% <100.00%> (ø)
botorch/models/multitask.py 100.00% <100.00%> (ø)

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This pull request has been merged in 7d275ae.

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request May 1, 2024
Summary: Deprecated since pytorch#1818. `MultiTaskGP` offers the full functionality of `FixedNoiseMultiTaskGP` without requiring a different class.

Reviewed By: dme65

Differential Revision: D56802249
facebook-github-bot pushed a commit that referenced this pull request May 1, 2024
Summary: Deprecated since #1818. `MultiTaskGP` offers the full functionality of `FixedNoiseMultiTaskGP` without requiring a different class.

Reviewed By: dme65

Differential Revision: D56802249

fbshipit-source-id: 44b07d2a1b5551346871a9f8b36ca069b9280019
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