VECTOR NORMALIZE¶
Normalizes an input vector to unit length (L2 norm = 1) by dividing each component by the vector’s magnitude. Use this worker whenever downstream operations require a direction-only representation of a vector.
When to use¶
Classification: process.
Tagged: l2_norm, linear_algebra, normalize, transform, unit_vector, vector.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Vector | vector | vector | — | The input vector to be normalized; supply any numeric vector of arbitrary dimension — the worker will scale its components so the resulting magnitude equals 1. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| vector_normalize_output_1 | vector_normalize_output_1 | vector | The unit-length vector resulting from dividing each component of the input by its L2 magnitude; same dimensionality as the input vector. |
Disciplines¶
- data.curve.transform
- data.signal_processing
Auto-generated from transformation schema. Worker id: vector_normalize. Schema hash: 5276e774c03d. Hand-curated docs in workerexamples/ override this page when present.