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john-adeojo/dengue_preprocessing_applied.py

Created March 11, 2023 15:53
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dengue_preprocessing_applied.py
exclude_train = ["year", "total_cases", "week_start_date", "city"]
exclude_test = ["year", "week_start_date", "city"]
dp = DataProcessor(
df_train=df,
df_test=test_features_df,
exclude_test=exclude_test,
exclude_train=exclude_train,
scaling = 'standardise',
iq_date_split = '2008-09-30',
sj_date_split = '2004-07-30'
)
train_df, validation_df, test_df = dp.process_data()
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