aaneloy / scaler_selector

Data Scaler is an open-source python library to select the appropriate data scaler for your Machine Learning model.

Data Scaler Selector

Data Scaler Selector is an open-source python library to select the appropriate data scaler (Min-Max, Robust or Standard Scaler) for your Machine Learning model.

Author: Asif Ahmed Neloy

Project Description:

Data Scaler is an open-source python library to select the appropriate data scaler for your Machine Learning model.

Installation:

pip install DataScalerSelector

Sample Notebook

In order to run the scalerselector_regression the following must be ensured:

• NULL data must be handled
• There should be no categorical variable.
• Select the features X and Target variable y
• After selecting X and y run the follwing:

from DataScalerSelector import *
scalerselector_regression(X,y)

For details see this notebook

License