Loading Dataset

SDGnE provides a demo dataset that helps you get started. You can load the demo dataset as below.

from sdgne.demodata.demodataset import download_demodata

dataset = download_demodata()

The demo dataset contains 25 columns among which we include a class column. The class column helps us identify the minority class, for which we would like to generate synthetic data.

Below, we show a few columns from the dataset.

y_am_pef	tempin	humidin	.	.	class
0.264	0.671	0.423	.	.	1
0.475	0.767	0.557	.	.	1
0.39	0.847	0.56	.	.	0

SDGnE requires all values to be scaled using min-max scaling to generate synthetic data.