logml.eda.artifacts.dimensionality_reduction

Classes

DimensionalityReduction()

Container for dimensionality reduction artifacts:

class logml.eda.artifacts.dimensionality_reduction.DimensionalityReduction

Bases: object

Container for dimensionality reduction artifacts:

• PCA explained variance

• PCA result

• tSNE result

• LDA result

• MCA result

LABEL = 'dim_reduction'

numeric_columns: List[str]

pca_explained_variance: List[float]

pca_features_weights: numpy.ndarray

pca_output: numpy.ndarray

tsne_output: numpy.ndarray

lda_output: numpy.ndarray

mca_output: numpy.ndarray

mca_explained_variance: numpy.ndarray

mca_loadings: numpy.ndarray

mca_columns: List[str]