User Guide

Use this section to prepare data, run decompositions, inspect components, and reconstruct lower-order approximations.

Main workflow

  1. Prepare Input Data
    Format tensors, choose a backend, and validate input assumptions.

  2. Run a Decomposition
    Compute HDMR or EMPR representations through the main workflow.

  3. Inspect Components
    Examine lower-order terms and interaction structure.

  4. Reconstruct Data
    Build approximations from selected component orders.

Additional topics