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immune aging atlas multiresolution and PERMANOVA tutorial - #160

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VladimirShitov merged 10 commits into
lueckenlab:mainfrom
kylekimler:kkimler-immune-atlas-multiresolution
May 28, 2026
Merged

immune aging atlas multiresolution and PERMANOVA tutorial#160
VladimirShitov merged 10 commits into
lueckenlab:mainfrom
kylekimler:kkimler-immune-atlas-multiresolution

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@kylekimler

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This tutorial shows first that label set resolution affects compositional embedding results, and then shows where PERMANOVA can be useful as a metric (it is often used in compositional analysis!), how it is typically used and compares a couple methods.

kylekimler and others added 6 commits May 7, 2026 17:20
Bump patpy_tutorials submodule; register nbgallery entry and nbsphinx thumbnail.

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
…tion)

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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codecov Bot commented May 9, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 41.31%. Comparing base (cbbbd7b) to head (fb0b321).

Additional details and impacted files
@@           Coverage Diff           @@
##             main     #160   +/-   ##
=======================================
  Coverage   41.31%   41.31%           
=======================================
  Files          20       20           
  Lines        2759     2759           
=======================================
  Hits         1140     1140           
  Misses       1619     1619           
🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

@VladimirShitov

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Thank you! I'll take a look really soon. Could you also open a pull request with the notebook to the patpy tutorials repo? It became slightly more complicated, see contributing guide on how to handle the new structure :)

@kylekimler

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Just sent it!

@kylekimler

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Hi!! Anything I can do to help merge this?

@VladimirShitov

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Hi! Thanks for pinging, could you check the updated notebook in the tutorials repo?

…s-multiresolution

Co-authored-by: Cursor <cursoragent@cursor.com>

# Conflicts:
#	docs/tutorials/notebooks

@VladimirShitov VladimirShitov left a comment

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LGTM, thank you!

@VladimirShitov

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Huh, a test fails for some reason. Anyway, this is not an issue from this PR, merging.

@VladimirShitov
VladimirShitov merged commit eeed561 into lueckenlab:main May 28, 2026
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2 participants