Metadata-Version: 2.0
Name: woe
Version: 0.0.5
Summary: Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
Home-page: https://github.com/boredbird/woe
Author: boredbird
Author-email: 1002937942@qq.com
License: NJUPT
Keywords: math,finance,scorecard,woe,iv
Platform: all
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: Implementation
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Topic :: Software Development :: Libraries
Requires-Dist: matplotlib (>=2.0.0)
Requires-Dist: numpy (>=1.11.3)
Requires-Dist: pandas (>=0.19.2)
Requires-Dist: scipy (>=0.18.1)

woe
==========

.. image:: https://travis-ci.org/justdoit0823/pywxclient.svg?branch=master
    :target: https://travis-ci.org/justdoit0823/pywxclient

version: 0.0.5

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

Here we go:


.. code-block:: pycon

   >>> 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:

.. code-block:: bash

   $ pip install woe

or installing from git

.. code-block:: bash

   $ 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,1002937942@qq.com.


