Thermometer Encoding for ordinal variables
Project description
thermoencoder
DELETE THIS LATER
Download thermoencoder and rename it
git clone git@github.com:kmedian/thermoencoder.git mycoolpkg
cd mycoolpkg
bash rename.sh "kmedian" "mycoolpkg" "Real Name"
The git repo is reinitialized without an remote url. Therefore
git remote add origin git@github.com:kmedian/mycoolpkg.git
Table of Contents
Installation
The thermoencoder
git repo is available as PyPi package
pip install thermoencoder
Usage
Check the examples folder for notebooks.
X = [[0, 0], [1, 1], [3, 5]] # two ordinal features with 3 samples
from thermoencoder import ThermoEncoder
enc = ThermoEncoder()
Z = enc.fit_transform(X) # encode
X_back = enc.inverse_transform(Z) # decode
Commands
- Check syntax:
flake8 --ignore=F401
- Run Unit Tests:
python -W ignore -m unittest discover
- Remove
.pyc
files: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/*
Debugging
- Notebooks to profile python code are in the profile folder
Support
Please open an issue for support.
Contributing
Please contribute using Github Flow. Create a branch, add commits, and open a pull request.
Project details
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Source Distribution
thermoencoder-0.1.0.tar.gz
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