Metadata-Version: 2.1
Name: toad
Version: 0.0.4
Summary: python utils for detect data
Home-page: UNKNOWN
Author: Secbone
Author-email: secbone@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Operating System :: POSIX
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Requires-Python: >=3.5
Description-Content-Type: text/markdown
Requires-Dist: cython
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: sklearn

TOAD
^^^^

.. image:: https://img.shields.io/pypi/v/toad.svg?style=flat-square
  :target: https://pypi.org/project/toad/
  :alt: Latest version on PyPi
.. image:: https://img.shields.io/pypi/pyversions/toad.svg?style=flat-square
  :target: https://pypi.org/project/toad/
  :alt: Supported Python versions
.. image:: https://img.shields.io/travis/Secbone/toad/master.svg?style=flat-square
  :target: https://travis-ci.org/Secbone/toad
  :alt: Travis-CI build status


ESC Team's data-detector for finance

Install
-------

**via pip**

.. code-block:: bash

    pip install toad


**via source code**

.. code-block:: bash

    python setup.py install


Usage
-----

.. code-block:: python

    import toad


    data = pd.read_csv('test.csv')

    toad.detect(data)

    toad.quality(data, target = 'TARGET', iv_only = True)

    toad.IV(feature, target, method = 'dt', min_samples = 0.1)


Documents
---------

working...


