Refactor eigdecomp phasing and sorting #397
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gfudenberg
reviewed
Oct 17, 2022
| @@ -171,7 +171,6 @@ def eigs_cis( | |||
| clr_weight_name=clr_weight_name, | |||
| ignore_diags=ignore_diags, | |||
| clip_percentile=99.9, | |||
| sort_metric=None, | |||
| ) | |||
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is this desired? this issue suggests to expose sort_metric #311
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I removed it to be replaced with corr_metric (used for both flipping and reordering) and reorder instead.
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aha, gotcha-- thoughts on phasing_metric or phasing_corr_metric to help remind the user what this is for?
golobor
reviewed
Oct 17, 2022
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| # Go through eigendecomposition results and fill in output tables. | ||
| for _region, _eigvals, _eigvecs in results: | ||
| idx = bioframe.select(eigvec_table, _region).index |
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sergpolly
requested changes
Apr 19, 2023
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| # Go through eigendecomposition results and fill in output tables. | ||
| for _region, _eigvals, _eigvecs in results: | ||
| idx = bioframe.select(eigvec_table, _region).index |
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sergpolly
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to sergpolly/cooltools
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Nov 24, 2023
few tweaks and reorderings in eigdecomp to address my comments in open2c#397
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Some work to modularize various sub-operations in eigdecomp.
Decouple target matrix preparation from decomposition. Might make it easier to provide different target matrix options (e.g. balanced vs unbalanced O/E, mean-centered vs 1-centered, fake-cis vs other approach).
Decouple deterministic sign flipping (providing
phasing_track) and reordering/sorting (reorder=True). Both options will make use ofcorr_metricif activated, which defaults topearsonr.