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[REF,ENH] Modifies and adds normalization procedures #119
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Pull Request Test Coverage Report for Build 354
💛 - Coveralls |
Codecov Report
@@ Coverage Diff @@
## master #119 +/- ##
==========================================
+ Coverage 84.26% 90.49% +6.23%
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Files 33 32 -1
Lines 2180 1989 -191
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- Hits 1837 1800 -37
+ Misses 343 189 -154
Continue to review full report at Codecov.
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Doesn't currently do anything, but it's there! For eventually doing something
Don't normalize donor expression after ROI aggregation
Better (sort of) NaN handling in correct.normalize_expression
Because we were removing all the samples who hadn't been assigned a label prior to normalization when `exact=False` the samples that were being used were all NaN. Now, we only remove samples without labels if `exact=True` (default).
They aren't handled elegantly (should they be?)
Need to handle NaNs to avoid warnings
Fixes this by dropping samples not assigned to a region rather than setting the values to NaN.
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Adds new normalization functions and modifies when/where normalization occurs in primary workflow.
To Do:
get_expression_data()
workflow