Scikit-learn wrapper for Python CRF-Suite

General Information

ace-sklearn-crfsuite is a fork of sklearn-crfsuite, adapted to fit modern versions of scikit-learn.

This version went for the strict minimum, and only support pyhton 3.10.

License is MIT.

The package is available as a pip package.

pip install ace-sklearn-srfsuite

We provide a tutorial to demonstrate how the package supports the integration of sklearn recent improvements to the existing code base.

This tutorial is heavily inspired by the original one available in the sklearn-crfsuite documentation.

The project use pipenv to allow easy external contributions. Using the --dev option install the development tools (tests, build and deploy)

pipenv install --dev

One can start an environment will all dependencies satisfied using the following command:

pipenv shell

Inside this environment, to run the tests:

python -m pytest tests/test_*.py

To check code coverage, one need to fiurst run the tests with coveragem, and then ask for a report.

coverage run -m pytest tests/test_*.py

coverage report

To build the code as a deployable package:

python -m build

To upload the freshly built packages to PyPi:

twine upload -r testpypi dist/*