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pyDGSA

pyDGSA is a Python implementation of distance-based generalized sensitivity analysis (DGSA) following Fenwick et al. (2014).

Installation

Use the package manager pip to install pyDGSA.

pip install pyDGSA

or

conda install -c conda-forge pydgsa

Usage

Please see the tutorial_short.ipynb and tutorial_long.ipynb Jupyter notebooks in the pyDGSA GitHub repository for detailed usage examples.

Citation

If you use the Python pyDGSA package in published work, please cite the paper for which it was originally developed:

Perzan, Z., Babey, T., Caers, J., Bargar, J.R. and Maher, K., 2021, Local and global sensitivity analysis of a reactive transport model simulating floodplain redox cycling, Water Resources Research, doi: 10.1029/2021WR029723

From version 1.0.4 on, each release of this package is archived in Zenodo and can be cited directly, in addition to citing the paper above. For example, to cite version 1.0.4:

Perzan, Z., 2024, zperzan/pyDGSA: v1.0.4 (v1.0.4), Zenodo, doi: 10.5281/zenodo.13694020

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

GPL

Metadata

Release files for pyDGSA 1.1.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyDGSA 1.1.1
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