K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation

Ashhadul Islam, Samir Brahim Belhaouari, Atiq ur Rehman, Halima Bensmail

Abstract: Highlights•Python Library implementation of novel data augmentation algorithm.•Include techniques to identify critical data points.•Validation step to ensure that the data points created do not add noise to the data.•Ignore outliers and noise effectively.