Datasets

Generate toy 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

load_hvac_system_data()

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

Deprecated

generate_anomalous_data([n, anomalies, ...])	Generate multivariate normal data with anomalies.
generate_changing_data([n, changepoints, ...])	Generate piecewise multivariate normal data with changing means and variances.
generate_alternating_data(n_segments, ...[, ...])	Generate multivariate normal data that is alternating between two states.