HIRISE_api.preprocessing.Dimension_Reduction

Functions

PCA_analysis(encoded_samples, labels[, ...])

The PCA analysis allows the user to understand diffrent aspects of the PCA mehod.

TSNE_analysis(encoded_samples, labels[, ...])

The T-SNE analysis allows the user to understand diffrent aspects of the TSNE method. The user can choose to plot the 2D and 3D visualisations.

UMAP_analysis(encoded_samples[, components, ...])

The UMAP analysis allows the user to understand diffrent aspects of the UMAP method.