Using Smogn only reducing number of observations

[Roiinbarr]

Hey all, would love to hear if anyone here can help me.

I have a low quantity of data rows (shape - 198 rows x 13 cols DF).
My goal using smogn is to increase the number of observations with gaussian noise to make my ML model more robust.
I still didnt figured it out how to control all those parameters to increase my data quantity without getting out of the ranges of my columns and without get duplicate rows.

I would love to hear any recommendation / examples.

Thanks all,
Roi.