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Update LM and UMAPs #37

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merged 2 commits into from
Mar 7, 2024

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jenna-tomkinson
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Update LM and UMAPs

In this PR, Plate 5 UMAP and LMs are added. The next steps after this PR are to create a CSV of LM coefficients from combined plate data (Plates 5, 3, and 3 prime) and UMAP with Plates 5, 3, and 3 prime together.

Question for @gwaybio:

For the LM coefficients of the combined data, will I need to combine the normalized data and then perform feature selection with all plates together before generating the LM coefficients?

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@gwaybio
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gwaybio commented Mar 7, 2024

For the LM coefficients of the combined data, will I need to combine the normalized data and then perform feature selection with all plates together before generating the LM coefficients?

No, since this is a univariate test (modeling one feature at a time) it is ok to apply LM on the normalized data.

I'll review now!

@jenna-tomkinson
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Thank you for the answer I appreciate it! 😄

@jenna-tomkinson jenna-tomkinson requested a review from gwaybio March 7, 2024 20:08
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Looking forward to the next PR to see the interaction term!

4.analyze_data/notebooks/UMAP/0.UMAP_coordinates.ipynb Outdated Show resolved Hide resolved
@jenna-tomkinson
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@gwaybio Thanks for the review! I am merging now!

@jenna-tomkinson jenna-tomkinson merged commit e828c20 into WayScience:main Mar 7, 2024
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