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A package for stat and data miner,calculate woe and iv,and plot woe ,plot iv,calculate ks ,plot ks and auc,plot roc

Project description

westat logo

Author: statfit@hotmail.com

Version: 0.1.7

Description

Westat is a part of pyminer project.

A package for stat and data miner,calculate woe and iv,and plot woe ,plot iv,calculate ks ,plot ks and auc,plot roc

This is a simple stat package. You can see more from GitHub. Or PyPI.

pyminer.

install

pip install westat

version

import westat
westat.version

AUC and KS

auc_ks

decision tree cut bins

tree_iv view_woe_iv

qcut bins

qcut_woe_iv

custom bins

cut_woe_iv

Lift

get_lift

PSI

get_psi

scorecard

get_scorecard

predict

predict_score

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