pyhctsa.utils.get_dataset

pyhctsa.utils.get_dataset(which='e1000')

Load predefined datasets for testing and validation.

Parameters:
which : str, default="e1000"

Dataset identifier.

Options are:

  • "e1000": Empirical 1000 dataset.

  • "sinusoid": Sinusoidal test data.

  • "noise": Gaussian noise data (T = 1000 sample length time series).

Returns:

List of time series data, where each element is a time series instance as a numpy array.

Return type:

list