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@scottgigante-immunai
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Reversing the order of sqrt and libnorm inexplicably improves performance. Adding this to MAGIC with explicit naming so users are aware that this is different from defaults.

@scottgigante-immunai scottgigante-immunai marked this pull request as draft January 30, 2023 19:45
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Tests at https://tower.nf/orgs/openproblems-bio/workspaces/openproblems-bio/watch/MJO29wdT7zRgp

@scottgigante-immunai scottgigante-immunai marked this pull request as ready for review January 30, 2023 22:34
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codecov bot commented Jan 31, 2023

Codecov Report

Base: 94.78% // Head: 94.92% // Increases project coverage by +0.14% 🎉

Coverage data is based on head (e3db9fa) compared to base (3d8964a).
Patch coverage: 99.35% of modified lines in pull request are covered.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #797      +/-   ##
==========================================
+ Coverage   94.78%   94.92%   +0.14%     
==========================================
  Files         155      157       +2     
  Lines        4163     4279     +116     
  Branches      215      227      +12     
==========================================
+ Hits         3946     4062     +116     
  Misses        142      142              
  Partials       75       75              
Flag Coverage Δ
unittests 94.92% <99.35%> (+0.14%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
...oblems/data/Wagner_2018_zebrafish_embryo_CRISPR.py 0.00% <ø> (ø)
openproblems/data/multimodal/citeseq.py 100.00% <ø> (ø)
openproblems/data/tabula_muris_senis.py 83.11% <ø> (ø)
...ration/batch_integration_embed/metrics/cc_score.py 100.00% <ø> (ø)
...n/batch_integration_embed/metrics/iso_label_sil.py 100.00% <ø> (ø)
...ntegration/batch_integration_embed/metrics/kBET.py 100.00% <ø> (ø)
...integration/batch_integration_embed/metrics/pcr.py 100.00% <ø> (ø)
...ation/batch_integration_embed/metrics/sil_batch.py 100.00% <ø> (ø)
...tion/batch_integration_embed/metrics/silhouette.py 100.00% <ø> (ø)
...tion/batch_integration_feature/methods/baseline.py 100.00% <ø> (ø)
... and 98 more

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All changes look reasonable, and this addresses the current issue of including both "reversed order" and standard order of normalizations

@scottgigante-immunai
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Mind converting your review to an approval instead of a comment so I can merge? Thanks!

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wes-lewis commented Jan 31, 2023

Tests at https://tower.nf/orgs/openproblems-bio/workspaces/openproblems-bio/watch/MJO29wdT7zRgp

It appears that one of the denoising:Tabula Muris tests failed, but I'm not sure if the error that is shown (137) is a flake. I'm use to looking at github actions rather than NextFlow to gauge whether tests have passed. I'm inclined to merge unless this is seen as a significant issue.

Ed: the overall workflow is passing. Individual jobs failing for 137 is an OOM which is saved by rerunning with more memory.

@scottgigante-immunai scottgigante-immunai merged commit 458fd8d into openproblems-bio:main Jan 31, 2023
@scottgigante-immunai scottgigante-immunai deleted the denoising/magic-reverse-norm branch January 31, 2023 21:53
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