generate

MixtureModel.generate(size)

Generates random samples from the mixture model.

First, a component is chosen based on the mixture weights. Then, a sample is drawn from the chosen component’s distribution. This process is repeated size times.

Parameters:

size (int) – The number of random samples to generate.

Returns:

A NumPy array containing the generated samples. Returns an empty array if size is not positive.

Return type:

NDArray[np.float64]