Toad is developed to facilitate the model development work - especially credit risk scorecard. It provides intuitive tools for (1) data handling, (2) feature selection and WOE binning, (3) model selection (4) results evaluation and model validation, and (5) scorecard transformation.
A basic tutorial is provided on readthedocs.
By the ESC Team
via pip
pip install toadvia source code
python setup.py installimport 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)A simple API docs