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.
Asif Ahmed Neloy
Author: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
andTarget variable y
- After selecting
X
andy
run the follwing:
from DataScalerSelector import *
scalerselector_regression(X,y)
For details see this notebook