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-builderExamples
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
1 maintainer
Metadata
1 maintainer
Release files for Advanced-scorecard-builder 1.0.2
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| File | Size | Uploaded | Provenance | |
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| advanced scorecard builder-1.0.2.tar.gz | 12.3 kB | Without provenance | Details |
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|---|---|---|---|---|
| advanced_scorecard_builder-1.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 24.1 kB
Release files / advanced scorecard builder-1.0.2.tar.gz
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| Size | 12.3 kB |
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Release files / advanced_scorecard_builder-1.0.2-py3-none-any.whl
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| Size | 11.9 kB |
| Tags | Python 3 |
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