Fractional Difference for Time Series
Project description
# fracdiff Fractional Difference for Time Series
## Installation The numpy-fracdiff [git repo](http://github.com/ulf1/numpy-fracdiff) is available as [PyPi package](https://pypi.org/project/numpy-fracdiff)
` pip install numpy-fracdiff pip install git+ssh://git@github.com/ulf1/numpy-fracdiff.git `
## Usage Check the [examples](https://github.com/ulf1/fracdiff/tree/master/examples) folder for notebooks.
## Commands Install a virtual environment
` python3.6 -m venv .venv source .venv/bin/activate pip install --upgrade pip pip 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
Upload to PyPi with twine: 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 .pytest_cache rm -r .venv `
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