The repository provides a synthetic multivariate time series data generator. The implementation is an extension of the cylinder-bell-funnel [1] time series data generator. The script enables synthetic data generation of different length, dimensions and samples.
Scaleability_length.ipynb --> Generate time series of different length and fixed number of samples/dimensions. Scaleability_number.ipynb --> Generate time series of different number of samples and fixed number of dimensions/length. Scaleability_robustness.ipynb --> Generate time series of different number of relevant and noisy dimensions and fixed number of samples/length.
[1] http://timeseriesclassification.com/description.php?Dataset=CBF