woeBinningPandas 1.4

My package from github repo

woeBinningPandas

The basis of this code was taken woeBinning code (https://github.com/cran/woeBinning/blob/master/R/woe.binning.R) and changed from R to Python.

Used programs versions

Spyder (Python 3.7)

Pandas 0.23.4

Used Python libraries

import pandas as pd

import numpy as np

import math

import warnings

import copy

Using

Set your variable CSV file

yourvariable = pd.read_csv('Yourfile.csv')

Set the df variable and specify the column names from your CSV file, which you want to use.

df = yourvariable[['columnnames1', 'columnnames2','columnnames3']]

At the end of the code in the function call woe_binning set the values of the arguments

#woe_binning (df, target_var, pred_var, min_perc_total, min_perc_class, stop_limit, abbrev_fact_levels, event_class)
woe_binning(df, 'column_names_with_0_or_1', 'column_names_with_numbers_or_factors', 0.05, 0, 0.1, 50, 'bad')