EOF Analysis in climate by Python

Empirical orthogonal function or eigenvector analysis or principal component analysis in climate research.

Update: added variance contribution ratio and cumulative variance contribution ratio and some annotations --5.17

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Hope you'll enjoy it!

Leonidas 2017.5.16