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)
1 maintainer
Metadata
1 maintainer
Release files for preprocessutils 1.0.2
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Source distribution (sdist)
| File | Size | Uploaded | |
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| preprocessutils-1.0.2.tar.gz | 2.0 kB | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| preprocessutils-1.0.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.3 kB
Release files / preprocessutils-1.0.2.tar.gz
| Download URL | preprocessutils-1.0.2.tar.gz |
|---|---|
| Size | 2.0 kB |
| Tags | Source |
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Release files / preprocessutils-1.0.2-py3-none-any.whl
| Download URL | preprocessutils-1.0.2-py3-none-any.whl |
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| Size | 3.3 kB |
| Tags | Python 3 |
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