Datasets

Synthetic data generators and loaders for real datasets bundled with Skchange.

Generate toy data

Generators for piecewise-constant, piecewise-normal, piecewise-regression and piecewise-linear-trend data.

generate_piecewise_data([distributions, ...])	Generate data with a piecewise constant distribution.
generate_piecewise_normal_data([means, ...])	Generate piecewise multivariate normal data.
generate_piecewise_regression_data([...])	Generate piecewise linear regression data.
generate_continuous_piecewise_linear_data([...])	Generate a continuous piecewise linear signal with noise.

Load real datasets

Loaders for real datasets bundled with Skchange.

load_hvac_system_data([as_frame])

Load the heating, ventilation and air conditioning (HVAC) system dataset.