woe 0.0.4

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

woe

version: 0.0.4

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

Here we go:

>>> import woe.config as config

>>> import woe.feature_process as fp

Features

• Split tree with IV criterion

• Rich and plentiful model eval methods

• Unified format and easy for output

• Storage of IV tree for follow-up use

woe aims to only support Python 2.7, so there is no guarantee for Python 3.

Installation

We can simply use pip to install, as the following:

$ pip install woe

or installing from git

$ pip install git+https://github.com/boredbird/woe

Examples

In the examples directory, there is a simple woe transformation program as tutorials.

Or you can write a more complex program with this woe package.

How to Contribute

Email me,[e-mail].