python utils for detect data
Project description
# 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
[![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
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