Expose references to the PCA components and column means #327
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Codecov ReportAll modified and coverable lines are covered by tests ✅
❗ Your organization needs to install the Codecov GitHub app to enable full functionality. Additional details and impacted files@@ Coverage Diff @@
## master #327 +/- ##
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- Coverage 36.71% 36.12% -0.60%
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Files 94 92 -2
Lines 6242 6218 -24
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- Hits 2292 2246 -46
- Misses 3950 3972 +22 ☔ View full report in Codecov by Sentry. |
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Adds methods to
Pcathat return references to the fitted embedding matrix (named components) and the mean. The components are useful for understanding the relative importance of each feature in the decomposition. The mean is included for completeness as this is in addition to the singular values for which a method already exists.