TOAD

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 is provided on readthedocs.

By the ESC Team

Install

via pip

pip install toad

via source code

python setup.py install

Usage

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