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PFN Integration #2784

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Summary: An initial working and tests passing implementation of PFNs that is compatible with botorch's optimize_acqf.

Reviewed By: Balandat

Differential Revision: D61689567

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Mar 24, 2025
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This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 26, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
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This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 26, 2025
Summary:
Pull Request resolved: pytorch#2784

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 26, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 26, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 26, 2025
Summary:
Pull Request resolved: pytorch#2784

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
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codecov bot commented Mar 26, 2025

Codecov Report

Attention: Patch coverage is 97.95918% with 3 lines in your changes missing coverage. Please review.

Project coverage is 99.97%. Comparing base (da28b43) to head (284c417).

Files with missing lines Patch % Lines
...rch_community/models/utils/prior_fitted_network.py 93.75% 2 Missing ⚠️
botorch_community/posteriors/riemann.py 98.11% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2784      +/-   ##
==========================================
- Coverage   99.99%   99.97%   -0.02%     
==========================================
  Files         202      206       +4     
  Lines       18520    18667     +147     
==========================================
+ Hits        18519    18663     +144     
- Misses          1        4       +3     

☔ View full report in Codecov by Sentry.
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SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 27, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:
Pull Request resolved: pytorch#2784

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D61689567

SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:
Pull Request resolved: pytorch#2784

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
SamuelGabriel added a commit to SamuelGabriel/botorch that referenced this pull request Mar 28, 2025
Summary:

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
Summary:
Pull Request resolved: pytorch#2784

An initial working and tests passing implementation of PFNs that is compatible with botorch's `optimize_acqf`.

Reviewed By: Balandat

Differential Revision: D61689567
@facebook-github-bot
Copy link
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This pull request was exported from Phabricator. Differential Revision: D61689567

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