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AMA Institute - Advanced Scorecard Builder Free version

Project description

Advanced Scorecard Builder

This package contains a AMA Intitute ASB Free Version 1.0 module.

Installation

You can simply use pip to install, as the following:

$ pip install Advanced-scorecard-builder

Examples

from sklearn import datasets
X,y = datasets.make_classification(n_samples=10**5, n_features=25, random_state=123)
print(X.shape)
# Data Frame
names = []
for el in range(25):
    names.append("zm"+str(el+1))
df = pd.DataFrame(X, columns=names)
df['target'] = y
# take asb object
ama = asb(df,'target')
# fit your model
ama.fit()
# get scorecard
ama.get_scorecard()
# get model informations
ama.model_info_
# and produce report file
ama.html_report('raport.html')

How to Contribute

Email me s.zajac@amainstitute.pl

Project details


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