`prevision_quantum_nn.preprocessing.dimension_reduction.pca`¶

Principal Component Analysis module

Module Contents¶

Class PrincipalComponentAnalysis.

class prevision_quantum_nn.preprocessing.dimension_reduction.pca.PrincipalComponentAnalysis¶

Class PrincipalComponentAnalysis.

pca¶

sklearn dimension reduction fitter

fit_transform(self, features, num_components)¶

Fits and transforms data with PCA.

Parameters

features (numpy array) – input features
num_components (int) – number of components to which the data should be decreased

fit(self, features, num_components)¶

Fits data to num_components.

Parameters

features (numpy array) – input features
num_components (int) – number of components to which the data should be decreased

transform(self, features)¶

Transforms input features with PCA.