Metadata-Version: 2.1
Name: toad
Version: 0.0.38
Summary: python utils for detect data
Home-page: https://github.com/amphibian-dev/toad
Author: ESC Team
Author-email: secbone@gmail.com
License: MIT
Description: <div align="center">
            <img src="https://raw.githubusercontent.com/amphibian-dev/toad/master/images/toadlogo.png" width="256px" />
        </div>
        
        # TOAD
        
        
        [![PyPi version][pypi-image]][pypi-url]
        [![Python version][python-image]][pypi-url]
        [![Build Status][travis-image]][travis-url]
        
        
        ESC Team's data-detector for credit risk
        
        ## Install
        
        
        via pip
        
        ```bash
        pip install toad
        ```
        
        via source code
        
        ```bash
        python setup.py install
        ```
        
        ## Usage
        
        ```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
        
        A simple API [docs](docs/API.rst)
        
        
        [pypi-image]: https://img.shields.io/pypi/v/toad.svg?style=flat-square
        [pypi-url]: https://pypi.org/project/toad/
        [python-image]: https://img.shields.io/pypi/pyversions/toad.svg?style=flat-square
        [travis-image]: https://img.shields.io/travis/amphibian-dev/toad/master.svg?style=flat-square
        [travis-url]: https://travis-ci.org/amphibian-dev/toad
        
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
