Python library for normalization of continuous variables.
Clone the repository with git
git clone https://github.com/UrbanoFonseca/Normalizator
then install with the pip command on the destination folder
pip install .
To use in the script simply type
from normalizator import normalizator
The package includes the following scalers:
- Standard (Z-Score)
- Min Max
- Decimal
- Median [1]
- Median and Median Absolute Deviation
- Max [2]
- Modified Tanh [2]
[1] Jayalakshmi, T. and Santhakumaran, A. (2011). Statistical Normalization and Back Propagation for Classification. International Journal of Computer Theory and Engineering, pp.89-93.
[2] S.Thangasamy and L.Latha (2011). Efficient approach to Normalization of Multimodal Biometric Scores. International Journal of Computer Applications 32(10), pp.57-64.