Develop diagnostics for FV3 LAMDA #81
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* quick typo in workflow
* returning this back because it got deleted
* updates to plot_features.py * bugfixes and init file
* minimization function names renamed correctly
* main now added and runs successfully * added requirements
* updates to plot_features.py * updates to gsi stat script * add bias rmse timeseries script and updates to workflow * pycodestyle * changed linestyles and colors
* updates to plot_features.py * add bias and stdev per channel plot * made line thicker and use dashed lines
* createed the layered histogram plot for radiance omb vs oma. * Add the line density plot for layered omb/oma histogram * fixed the code norm test failing. * fix more norm check * removed some debug lines according to reviewer's comments * removed 'K' from 'FG departure line' to make unit more generic.
* updates to plot_features.py * add LAMDA filtering tools * changed to functions * pycodestyle issues
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This will be the main branch to add FV3 LAMDA diagnostics. This will include scripts to plot diagnostics and run workflow to output to a webpage.