python utils for detect data
Project description
TOAD
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, and (4) results evaluation and model validation.
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
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