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Updates BoTorch tutorials to remove dependency on Ax.

  • Custom BoTorch model w/ Ax tutorial is removed. We have another custom model tutorial that covers the non-Ax subject.
  • Custom acquisition tutorial is updated to remove Ax parts and moved to bite-sized tutorials.
  • Tutorials index page is updated to point to the Ax tutorial that is being added in Add MBM tutorial facebook/Ax#3722. The link will not work until Ax 1.0 is released.
  • Ax dependency is removed from setup.py and the GHA workflows are updated to remove Ax related blocks.

New tutorial landing page:
Screenshot 2025-05-05 at 1 46 58 PM

Custom acquisition tutorial:
Screenshot 2025-05-05 at 1 49 12 PM

@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label May 5, 2025
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@saitcakmak has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

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codecov bot commented May 5, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 100.00%. Comparing base (ed2e5c0) to head (95ff4c3).
Report is 1 commits behind head on main.

Additional details and impacted files
@@            Coverage Diff            @@
##              main     #2839   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files          211       211           
  Lines        19320     19320           
=========================================
  Hits         19320     19320           

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@saitcakmak merged this pull request in 1d4e14a.

@saitcakmak saitcakmak deleted the ax_tutorials branch May 5, 2025 21:03
facebook-github-bot pushed a commit that referenced this pull request May 6, 2025
…_ax` tutorial (#2840)

Summary:
#2839 deleted this tutorial and left behind a number of broken links, including some that broke the website build. This updates other tutorials and the docs to fix this.

Pull Request resolved: #2840

Reviewed By: esantorella

Differential Revision: D74247879

Pulled By: Balandat

fbshipit-source-id: d7f77a984b16eb251306da3e6094bde9c169eaf4
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