sklearn-fracdiff 0.2.2

sklearn wrapper for numpy-fracdiff

sklearn-fracdiff

Usage

from sklearn_fracdiff import FracDiff
obj = FracDiff(order=0.7)
obj.fit(X)
Z = obj.transform(X)

Check the examples folder for notebooks.

Appendix

Installation

The sklearn-fracdiff git repo is available as PyPi package

pip install sklearn-fracdiff
pip install git+ssh://[e-mail]/ulf1/sklearn-fracdiff.git

Install a virtual environment

python3.6 -m venv .venv
source .venv/bin/activate
pip3 install --upgrade pip
pip3 install -r requirements.txt

(If your git repo is stored in a folder with whitespaces, then don’t use the subfolder .venv. Use an absolute path without whitespaces.)

Python commands

• Jupyter for the examples: jupyter lab

• Check syntax: flake8 --ignore=F401 --exclude=$(grep -v '^#' .gitignore | xargs | sed -e 's/ /,/g')

• Run Unit Tests: pytest

Publish

pandoc README.md --from markdown --to rst -s -o README.rst
python setup.py sdist
twine upload -r pypi dist/*

Clean up

find . -type f -name "*.pyc" | xargs rm
find . -type d -name "__pycache__" | xargs rm -r
rm -r .venv

Support

Please open an issue for support.

Contributing

Please contribute using Github Flow. Create a branch, add commits, and open a pull request.