Metadata-Version: 2.1
Name: toad
Version: 0.0.3
Summary: python utils for detect data
Home-page: UNKNOWN
Author: Secbone
Author-email: secbone@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Requires-Python: >=3.5
Description-Content-Type: text/markdown
Requires-Dist: cython
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: sklearn

# 数据探查工具

[![Pypi version][pypi-image]][pypi-url]
[![Build Status][travis-image]][travis-url]
[![Version][version-image]][version-url]

ESC Team 数据探查工具合集
### 环境配置
```
未安装vc++的，先通过该链接https://visualstudio.microsoft.com/zh-hans/thank-you-downloading-visual-studio/?sku=BuildTools&rel=15下载vc安装工具，
下载好后点击安装，安装过程中根据显示的勾选需要安装的组件vc++生产工具和旁边的可选中的C++/CLI支持即可，然后重启电脑。
```
## Install

```
make install
```
or
```
python setup.py install
```

## Usage

```
import detector


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

detector.detect(data)

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

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

## Documents

working...

[npm-image]: https://img.shields.io/pypi/v/toad.svg?style=flat-square
[npm-url]: https://pypi.org/project/toad/
[version-image]: https://img.shields.io/pypi/pyversions/toad.svg?style=flat-square
[version-url]: https://pypi.org/project/toad/
[travis-image]: https://img.shields.io/travis/Secbone/toad/master.svg?style=flat-square
[travis-url]: https://travis-ci.org/Secbone/toad


