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thermometer encoding with sklearn interface
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kmedian/thermoencoder
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Thethermoencodergit repo is available asPyPi package
pip install thermoencoderCheck theexamples folder for notebooks.
X = [[0, 0], [1, 1], [3, 5]] # two ordinal features with 3 samplesfrom thermoencoder import ThermoEncoderenc = ThermoEncoder()Z = enc.fit_transform(X) # encodeX_back = enc.inverse_transform(Z) # decode- Check syntax:
flake8 --ignore=F401 - Run Unit Tests:
python -W ignore -m unittest discover - Remove
.pycfiles:find . -type f -name "*.pyc" | xargs rm - Remove
__pycache__folders:find . -type d -name "__pycache__" | xargs rm -rf - Upload to PyPi:
python setup.py sdist upload -r pypi - Upload to PyPi with twine:
python setup.py sdist && twine upload -r pypi dist/*
- Notebooks to profile python code are in theprofile folder
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