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Design mllam-verification package#2

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mafdmi wants to merge 8 commits intomllam:mainmllam/mllam-verification:mainfrom mafdmi:feature/design-packagemafdmi/mllam-verification:feature/design-packageCopy head branch name to clipboard

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Commits on Feb 4, 2025

• Add function designs from confluence

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• Added design ideas to README

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• Added plot examples

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Commits on Feb 11, 2025

• Added first plot methods for the new design of the package

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• Refactored and fixed updating of cell_methods. Added plot_single_metric_hovmoller and plot_single_metric_gridded_map plots

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Commits on Feb 12, 2025

• Updated docstrings, moved function.

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• Removed obsolete metrics.py file

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• Made plot functions work on dataarrays instead of datasets. Made statistics functions work both on dataarrays and datasets.

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