NORMALIZE THE CURVE BY DIVIDING THE Y-VALUES BY THE MAX-Y¶
Normalizes a curve’s x, y, or both axes using either min-max scaling (divide by max value) or standard-scaler (z-score) normalization. Use this worker to bring curve values into a comparable range before further processing or comparison.
When to use¶
Classification: process.
Tagged: axis, curve, minmax, normalize, scaling, standard-scaler, x-normalization, y-normalization.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Curve 1 | curve1 | vector | — | Input curve (x/y vector) to be normalized; supply any time-history or response curve that requires axis scaling. | |
| Axis | axis | string | x | Axis to normalize: ‘x’ normalizes only x-values, ‘y’ normalizes only y-values, ‘xy’ normalizes both axes; defaults to ‘x’. | |
| Normalizetype | normalizetype | string | minmax | Normalization method: ‘minmax’ divides each value by the axis maximum (range 0–1), ‘standardscaler’ applies z-score standardization (zero mean, unit variance); defaults to ‘minmax’. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| curve_normalize_output_1 | curve_normalize_output_1 | vector | Normalized output curve (x/y vector) with the selected axis values rescaled according to the chosen normalization method. |
Disciplines¶
- ai_ml.preprocessing
- data.curve.transform
Runnable example¶
A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: /api/workflow/example?id=curve_normalize
Auto-generated from transformation schema. Worker id: curve_normalize. Schema hash: d93cc951a79f. Hand-curated docs in workerexamples/ override this page when present.