API

The API for multispaeti.MultispatiPCA follows the design in scikit-learn. It inherits from sklearn.base.BaseEstimator, sklearn.base.TransformerMixin, and sklearn.base.ClassNamePrefixFeaturesOutMixin making it fully compatible with scikit-learn pipelines.

MultispatiPCA

MULTISPATI-PCA

multispati_pca

Calculate MULTISPATI-PCA and return the transformed data matrix and components.

plot_eigenvalues

Plot the eigenvalues of the MULTISPATI-PCA.

plot_variance_moransI_decomposition

Plot the decomposition of variance and Moran's I of the MULTISPATI-PCA eigenvalues.