# toad

**Repository Path**: mark2root/toad

## Basic Information

- **Project Name**: toad
- **Description**: ESC Team's scorecard tools
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-10
- **Last Updated**: 2021-12-10

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<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]


**Toad is developed to facilitate the model development work - especially credit risk scorecard.**

It provides intuitive tools for

- data handling
- feature selection and WOE binning
- model selection
- results evaluation and model validation
- scorecard transformation.

A [basic tutorial](https://toad.readthedocs.io/en/latest/tutorial.html) is provided on readthedocs.

By the **ESC Team**

## 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](https://toad.readthedocs.io/en/latest/)


[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