COMPUTE LOESS LINEAR WEIGHT CURVE¶
Generates a LOESS bi-linear weight curve used as a kernel weighting function in locally weighted regression (LOESS/LOWESS) smoothing. Provide an optional name label; the worker returns the standard piecewise-linear weight curve ready for downstream signal-processing or curve-fitting steps.
When to use¶
Classification: process.
Tagged: bilinear, kernel, linear_weight, loess, lowess, smoothing, weight_curve.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Curve Name | curve_name | scalar | Linear Weight Curve | Optional display name assigned to the generated weight curve (default: “Linear Weight Curve”); change only when a custom label is needed for downstream reporting or curve identification. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| Bi-linear Weight Curve | curve_bilinear | vector | The LOESS bi-linear (piecewise-linear) weight curve returned as an (x, y) vector pair, where x spans [0, 1] and y represents the corresponding kernel weight; used directly as a weighting function in LOESS smoothing operations. |
Disciplines¶
- data.curve.transform
- data.signal_processing
Runnable example¶
A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: /api/workflow/example?id=curve_get_linear_weight_curve
Auto-generated from transformation schema. Worker id: curve_get_linear_weight_curve. Schema hash: ce3039e6524a. Hand-curated docs in workerexamples/ override this page when present.