Lagmatrix. Create array with time-lagged copies of the features
Project description
lagmat
Lagmatrix. Create array with time-lagged copies of the features.
Installation
The lagmat git repo is available as PyPi package
pip install lagmat
Usage
import numpy as np
A = (np.random.rand(7,3) * 10 + 10).round(1)
from lagmat import lagmat
B = lagmat(A, lags=[0,1,2]) # 0: copy itself, 1: one time-lag, 2: two time-lags
Check the examples folder for notebooks.
Appendix
Install a virtual environment
python3.6 -m venv .venv
source .venv/bin/activate
pip3 install --upgrade pip
pip3 install -r requirements.txt
pip3 install -r requirements-dev.txt
pip3 install -r requirements-demo.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: python -W ignore -m unittest discover
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 .pytest_cache
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.
Project details
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