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Add semi-supervised STACAS (ssSTACAS) as new method component - #104

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rcannood wants to merge 20 commits into
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ss_stacas
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Add semi-supervised STACAS (ssSTACAS) as new method component#104
rcannood wants to merge 20 commits into
mainfrom
ss_stacas

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Describe your changes

Supersedes #59: that PR has "Allow edits from maintainers" disabled, so review changes couldn't be pushed to the fork branch. This branch retains all commits by @JGarnica22 and adds a few fixes on top.

From #59:

  • Add methods/ss_stacas, the semi-supervised version of STACAS (Andreatta et al., 2024), which uses (partial or imperfect) cell type labels to preserve biological variation while correcting for batch effects.

Added on top:

  • unpin the carmonalab/STACAS dependency -- viash test passes, and HEAD currently resolves to the same 2.4.1; this also matches methods/stacas
  • add ss_stacas to the run_benchmark workflow
  • revert unrelated changes to .vscode/settings.json and scripts/create_component/create_r_method.sh, and gitignore .vscode/
  • bump the common submodule

Checklist before requesting a review

  • I have performed a self-review of my code

  • Check the correct box. Does this PR contain:

    • Breaking changes
    • New functionality
    • Major changes
    • Minor changes
    • Bug fixes
  • Proposed changes are described in the CHANGELOG.md

  • CI Tests succeed and look good!

Co-authored-by: Josep Garnica 61703467+JGarnica22@users.noreply.github.com

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