Now storing corr, pval & cluster_map into rgdr instance

AI4S2S / s2spy

A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting

https://ai4s2s.readthedocs.io/

Apache License 2.0

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Now storing corr, pval & cluster_map into rgdr instance #94

Closed semvijverberg closed 2 years ago

semvijverberg commented 2 years ago

Concerning issue #91 .

To allow users to inspect the output of RGDR in hindsight, I have added corr_map, pval_map, and cluster_map to the instance that is created after fitting, i.e., RGDR().fit(field, timeseries).

This means that the hidden rgdr._clusters which was already stored on the instance is now visible as 'rgdr.cluster_map'.

In the tutorial_RGDR.ipynb, I have a added a single cell, where corr_map is plotted after calling rgdr.fit().

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