applied(to:eventHandler:)
Performs a prediction on a shaped array of features.
Declaration
func applied(to input: MLShapedArray<Scalar>, eventHandler: EventHandler? = nil) async throws -> MLShapedArray<Scalar>Parameters
- input:
An shaped array of features. The shape must be
[N, featureSize]whereNis the length of the sequence, which must be at leastinputWindowSize. - eventHandler:
An event handler.
Return Value
A shaped array of predictions with shape [M, forecastWindowSize, annotationSize] where M is the number of predictions based on the input sequence length and the stride property.
Discussion
This method uses a sliding window to chunk the input features into inputWindowSize elements every stride elements. If you want to use a different windowing strategy, use applied(toWindow:eventHandler:).