Source code for mlprodict.onnxrt.validate.data
"""
Datasets to tests models.
:githublink:`%|py|5`
"""
import os
from pandas import read_csv
[docs]def load_audit():
"""
Use to test conversion of
:epkg:`sklearn:ensemble:GradientBoostingClassifier`
into :epkg:`ONNX`.
.. runpython::
:showcode:
from mlprodict.onnxrt.validate.data import load_audit
df = load_audit()
print(df.head())
:githublink:`%|py|21`
"""
name = os.path.dirname(__file__)
name = os.path.join(name, 'audit.csv')
df = read_csv(name).drop(['ID', 'index'], axis=1, inplace=False).dropna()
return df