Examples

Explore example workflows for HDMRLib, including basic decompositions, structured workflows, and research-oriented examples.

General Examples

Basic examples for getting started with HDMRLib.

HDMR on a 2D Tensor

HDMR on a 2D Tensor

HDMR on a 2D Tensor with Interaction Terms

HDMR on a 2D Tensor with Interaction Terms

EMPR vs HDMR on a 2D Tensor

EMPR vs HDMR on a 2D Tensor

EMPR on an 3D Tensor

EMPR on an 3D Tensor

Decomposition Workflows

Examples for comparing decomposition settings and structured workflows.

Compare Decomposition Orders

Compare Decomposition Orders

EMPR with Custom Supports

EMPR with Custom Supports

HDMR with Custom Weights

HDMR with Custom Weights

Inspect Component Terms

Inspect Component Terms

Lower-Order Reconstruction

Lower-Order Reconstruction

Research Examples

Examples connected to papers, comparisons, and research-oriented use cases.

Hyperspectral Data Analysis using EMPR Spectral Signatures

Hyperspectral Data Analysis using EMPR Spectral Signatures