Automating Data Preprocessing
Project description
Automating Data Preprocessing
Shortly ADP is now a Python Library and you can use it by just installing using the following commands
pip install autodatap
And will install the package into you system
Purpose of autodatap:
- to help you in data preprocessing to know how can you use it:
- import the package
import autodatap as adp
The main function in autodatap package is mainMethod so,adp.mainMethod("link to data set")
and thats it, everything is done, you are good to go. Now everything you will be doing will be in console (run) Currently supported funcitons - Categorical Values (One-Hot-Encoding)
- Normalization
- Check for Imbalanced Data
- Null values finder and filling with 0 (in future with mean)
- dropping duplicate
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