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preprocessutils
This packages has data processing tools which can be used to make developer work easier
Installation
pip install preprocessutils
Usage
from preprocessutils import fix_imbalance
OVER-SAMPLE
balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, oversample=True)
OVER-SAMPLE SMOTE
balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, smote=True)
UNDER-SAMPLE
balanced_dataframe = fix_imbalance(data=df, target=target, threshold=10.0, oversample=False)
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