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Implement MultiTaskDataset #2019

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Summary:
Introduces a MultiTaskDataset for carrying the datasets for individual tasks along with the relevant metadata.

This is a multi-task dataset that is constructed from the datasets of individual tasks. It offers functionality to combine parts of individual datasets to construct the inputs necessary for the MultiTaskGP models.

Differential Revision: D49509321

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Sep 21, 2023
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This pull request was exported from Phabricator. Differential Revision: D49509321

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codecov bot commented Sep 21, 2023

Codecov Report

Merging #2019 (5721ef2) into main (af38927) will not change coverage.
The diff coverage is 100.00%.

❗ Current head 5721ef2 differs from pull request most recent head a1dbc61. Consider uploading reports for the commit a1dbc61 to get more accurate results

@@            Coverage Diff            @@
##              main     #2019   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          179       179           
  Lines        15803     15868   +65     
=========================================
+ Hits         15803     15868   +65     
Files Changed Coverage Δ
botorch/utils/datasets.py 100.00% <100.00%> (ø)

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saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Sep 21, 2023
Summary:

Introduces a `MultiTaskDataset` for carrying the datasets for individual tasks along with the relevant metadata.

> This is a multi-task dataset that is constructed from the datasets of individual tasks. It offers functionality to combine parts of individual datasets to construct the inputs necessary for the `MultiTaskGP` models.

Differential Revision: D49509321
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D49509321

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Sep 21, 2023
Summary:

Introduces a `MultiTaskDataset` for carrying the datasets for individual tasks along with the relevant metadata.

> This is a multi-task dataset that is constructed from the datasets of individual tasks. It offers functionality to combine parts of individual datasets to construct the inputs necessary for the `MultiTaskGP` models.

Differential Revision: D49509321
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D49509321

saitcakmak added a commit to saitcakmak/botorch that referenced this pull request Sep 21, 2023
Summary:

Introduces a `MultiTaskDataset` for carrying the datasets for individual tasks along with the relevant metadata.

> This is a multi-task dataset that is constructed from the datasets of individual tasks. It offers functionality to combine parts of individual datasets to construct the inputs necessary for the `MultiTaskGP` models.

Differential Revision: D49509321
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D49509321

Summary:

Introduces a `MultiTaskDataset` for carrying the datasets for individual tasks along with the relevant metadata.

> This is a multi-task dataset that is constructed from the datasets of individual tasks. It offers functionality to combine parts of individual datasets to construct the inputs necessary for the `MultiTaskGP` models.

Differential Revision: D49509321
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D49509321

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This pull request has been merged in aa989b5.

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