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Summary: see title. Passing a feasibility mask is useful when we have constraints because the feasible tensors may have different sizes in each batch

Reviewed By: Balandat

Differential Revision: D25786536

@facebook-github-bot facebook-github-bot added CLA Signed Do not delete this pull request or issue due to inactivity. fb-exported labels Jan 11, 2021
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This pull request was exported from Phabricator. Differential Revision: D25786536

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This pull request was exported from Phabricator. Differential Revision: D25786536

sdaulton added a commit to sdaulton/botorch that referenced this pull request Jan 11, 2021
Summary:
Pull Request resolved: meta-pytorch#661

see title. Passing a feasibility mask is useful when we have constraints because the feasible tensors may have different sizes in each batch

Reviewed By: Balandat

Differential Revision: D25786536

fbshipit-source-id: ed7a3872767d3455603cbae36dc05e2a19ff5384
…ructure (meta-pytorch#656)

Summary:
Pull Request resolved: meta-pytorch#656

see title. This will tidy things up for future additions.

This also requires that a reference point is specified upon initialization.

Differential Revision: D25725167

fbshipit-source-id: 05ec45415063de5c0ac06b64476fd43d00500cfe
Summary:
Pull Request resolved: meta-pytorch#657

see title. Before there could be duplicates in the pareto set.

Differential Revision: D25753915

fbshipit-source-id: bd000653f7b02b402328df17dc3f3c9ec2dfd7b9
Summary:
Pull Request resolved: meta-pytorch#658

see title. This also handles the edge case of zero points on the pareto frontier

Differential Revision: D25738677

fbshipit-source-id: 3998c2c967e35296cd09cbefe40af827c5ddff45
Summary:
Pull Request resolved: meta-pytorch#661

see title. Passing a feasibility mask is useful when we have constraints because the feasible tensors may have different sizes in each batch

Reviewed By: Balandat

Differential Revision: D25786536

fbshipit-source-id: 180b7800ab3f6cf7c0837f85e7430c1d383dd853
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This pull request was exported from Phabricator. Differential Revision: D25786536

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codecov bot commented Jan 11, 2021

Codecov Report

Merging #661 (0d3a951) into master (1e3dd1e) will not change coverage.
The diff coverage is 100.00%.

Impacted file tree graph

@@            Coverage Diff            @@
##            master      #661   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files           93        97    +4     
  Lines         6480      6541   +61     
=========================================
+ Hits          6480      6541   +61     
Impacted Files Coverage Δ
botorch/utils/multi_objective/__init__.py 100.00% <ø> (ø)
botorch/acquisition/multi_objective/analytic.py 100.00% <100.00%> (ø)
botorch/acquisition/multi_objective/monte_carlo.py 100.00% <100.00%> (ø)
botorch/acquisition/utils.py 100.00% <100.00%> (ø)
botorch/utils/multi_objective/box_decomposition.py 100.00% <100.00%> (ø)
...ils/multi_objective/box_decompositions/__init__.py 100.00% <100.00%> (ø)
..._objective/box_decompositions/box_decomposition.py 100.00% <100.00%> (ø)
...ulti_objective/box_decompositions/non_dominated.py 100.00% <100.00%> (ø)
.../utils/multi_objective/box_decompositions/utils.py 100.00% <100.00%> (ø)
botorch/utils/multi_objective/pareto.py 100.00% <100.00%> (ø)
... and 4 more

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This pull request has been merged in aebf61f.

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