Ensemblegeoseries + MCPCA

LinkedEarth / Pyleoclim_util

Python Package for the Analysis of Paleoclimate Data. Documentation at

https://pyleoclim-util.readthedocs.io

GNU General Public License v3.0

88 stars 33 forks source link

Ensemblegeoseries + MCPCA #542

Closed alexkjames closed 5 months ago

alexkjames commented 5 months ago

Adds several new objects to faciliate MCPCA analysis on age uncertain paleo records.

New class include:

EnsembleGeoSeries - An EnsembleSeries object for GeoSeries objects
MulEnsGeoSeries - An object to contain multiple EnsembleGeoSeries objects
MulMultivarDecomp - An object to store and plot the output of MCPCA applied to MulEnsGeoSeries objects

Contains unit tests for all new functions. Also includes a dashboard method for EnsembleGeoSeries objects, and several useful classmethods for generating ensemble and ensemblegeoseries objects from age arrays.

CommonClimate commented 5 months ago

Also, I thought we had agreed on MulMultivarDecomp being `EnsMultivarDecomp', since it's the ensemble part that we emphasize, and Multivar is already Mul. Wow, that was a mouthful...

alexkjames commented 5 months ago

Also, I thought we had agreed on MulMultivarDecomp being `EnsMultivarDecomp', since it's the ensemble part that we emphasize, and Multivar is already Mul. Wow, that was a mouthful...

You're right, I left my post it where I wrote that down in the office and, since I haven't been back since we had that meeting, just winged it. I updated the class name in the most recent commit above this comment (https://github.com/LinkedEarth/Pyleoclim_util/pull/542/commits/d8fa5993f679bbabb42a2716a7face1eb1d5456f).

CommonClimate commented 5 months ago

Great, thank you!