install.rst

How to Install

Install with pip

You can install the PyAudit from [PyPI](https://pypi.org/project/PyAudit):

pip install PyAudit

Install from Repo

Clone the Repository

git clone https://github.com/runawayhorse001/PyAudit.git

Install

cd PyAudit
pip install -r requirements.txt 
python setup.py install

Uninstall

pip uninstall statspy

Test

cd PyAudit/test
python test.py

test.py

../test/test.py

Results:

feature  missing_rate

0 A 0.25 1 B 0.00 2 C 0.25 feature zero_rate 0 A 0.333333 1 B 0.750000 2 C 0.000000 feature feature_variance 0 A 1.0 1 B 0.5 2 C 1.0 Age Sex ChestPain RestBP Chol ... Oldpeak Slope Ca Thal AHD 0 63 True typical 145 233 ... 2.3 3 0.0 fixed No 1 67 True asymptomatic 160 286 ... 1.5 2 3.0 normal Yes 2 67 True asymptomatic 120 229 ... 2.6 2 2.0 reversable Yes 3 37 True nonanginal 130 250 ... 3.5 3 0.0 normal No 4 41 False nontypical 130 204 ... 1.4 1 0.0 normal No

[5 rows x 14 columns] ['Age', 'RestBP', 'Chol', 'Fbs', 'RestECG', 'MaxHR', 'ExAng', 'Oldpeak', 'Slope', 'Ca'] ['ChestPain', 'Thal', 'AHD'] ['Sex'] feature dtypes 0 Age int64 1 Sex bool 2 ChestPain object 3 RestBP int64 4 Chol int64 5 Fbs int64 6 RestECG int64 7 MaxHR int64 8 ExAng int64 9 Oldpeak float64 10 Slope int64 11 Ca float64 12 Thal object 13 AHD object feature dtypes class 0 Age int64 numeric 1 Sex bool bool 2 ChestPain object category 3 RestBP int64 numeric 4 Chol int64 numeric 5 Fbs int64 numeric 6 RestECG int64 numeric 7 MaxHR int64 numeric 8 ExAng int64 numeric 9 Oldpeak float64 numeric 10 Slope int64 numeric 11 Ca float64 numeric 12 Thal object category 13 AHD object category feature missing_rate 0 Age 0.000000 1 Sex 0.000000 2 ChestPain 0.000000 3 RestBP 0.000000 4 Chol 0.000000 5 Fbs 0.000000 6 RestECG 0.000000 7 MaxHR 0.000000 8 ExAng 0.000000 9 Oldpeak 0.000000 10 Slope 0.000000 11 Ca 0.013201 12 Thal 0.006601 13 AHD 0.000000

Process finished with exit code 0