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Support custom all_tasks for MTGPs #2271

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Summary: This allows creation of MTGPs that support inference from tasks that don't appear in the training data. See #2265 for some discussion on how the task covariance behaves in the absence of task specific data.

Differential Revision: D53029681

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Apr 1, 2024
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This pull request was exported from Phabricator. Differential Revision: D53029681

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Apr 9, 2024
Summary:

This allows creation of MTGPs that support inference from tasks that don't appear in the training data. See pytorch#2265 for some discussion on how the task covariance behaves in the absence of task specific data.

Differential Revision: D53029681
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This pull request was exported from Phabricator. Differential Revision: D53029681

Summary:

This allows creation of MTGPs that support inference from tasks that don't appear in the training data. See pytorch#2265 for some discussion on how the task covariance behaves in the absence of task specific data.

Differential Revision: D53029681
saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Apr 9, 2024
Summary:

This allows creation of MTGPs that support inference from tasks that don't appear in the training data. See pytorch#2265 for some discussion on how the task covariance behaves in the absence of task specific data.

Differential Revision: D53029681
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This pull request was exported from Phabricator. Differential Revision: D53029681

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This pull request has been merged in c9966e9.

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