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CDE-conformal and local_conformal package

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Downloading of package

To download the package you'll need to clone the repo to your computer then run

pip install -r requirements.txt
pip install .

You have to do both of these as pytorch is not on pip.

Using pytest locally

To test the code, you'll need to first download pytest

conda install pytest # running tests
conda install pytest-cov # code coverage

Then you can run pytest in the project directory to test of the functions, and pytest --cov=local_conformal tests/ to get the coverage (run in local_conformal directory).

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A package focused on creating practical local conformal prediction regions

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  • Jupyter Notebook 98.7%
  • Python 1.3%