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import pandas as pd | |
from evidently.report import Report | |
from evidently.metric_preset import DataDriftPreset, ConceptDriftPreset | |
from evidently.test_suite import TestSuite | |
from evidently.tests import DataDriftTest, ConceptDriftTest | |
# Load your data | |
reference_data = pd.read_csv('reference_data.csv') # Your initial training data | |
current_data = pd.read_csv('current_data.csv') # Your new production data |