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python utils for detect data

Project description

# 数据探查工具

[![NPM version][npm-image]][npm-url]
[![Build Status][travis-image]][travis-url]
[![Downloads][downloads-image]][downloads-url]
[![Test coverage][codecov-image]][codecov-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/npm/v/koa-session2.svg?style=flat-square
[npm-url]: https://npmjs.org/package/koa-session2
[downloads-image]: http://img.shields.io/npm/dm/koa-session2.svg?style=flat-square
[downloads-url]: https://npmjs.org/package/koa-session2
[travis-image]: https://img.shields.io/travis/Secbone/koa-session2/master.svg?style=flat-square
[travis-url]: https://travis-ci.org/Secbone/koa-session2
[codecov-image]: https://img.shields.io/codecov/c/github/Secbone/koa-session2/master.svg?style=flat-square
[codecov-url]: https://codecov.io/gh/Secbone/koa-session2/branch/master

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