lapras 0.0.17

scorecard

LAPRAS

Lapras is developed to facilitate the dichotomy model development work.

Usage

Lapras is designed to develop standard scorecard model. It contains the main steps as follows:
1.Exploratory Data Analysis
lapras.detect()
lapras.quality()
lapras.IV()
lapras.VIF()

2.Feature Selection
lapras.select()
lapras.stepwise()

3.Binnings
lapras.Combiner()
lapras.WOETransformer()
lapras.bin_stats()
lapras.bin_plot()

4.Modeling
lapras.ScoreCard()

5.Performance Measure
lapras.perform()
lapras.LIFT()
lapras.score_plot()
lapras.KS_bucket()
lapras.PSI()
lapras.KS()
lapras.AUC()

Also lapras provides a function which runs all the steps above automaticly:
lapras.auto_model()

For detailed usage, please refer to the wiki. Enjoy.

Install

via pip

pip install lapras --upgrade -i https://pypi.org/simple

via source code

python setup.py install