Metadata-Version: 2.1
Name: pyDGSA
Version: 1.0.4
Summary: Python implementation of distance-based generalized sensitivity analysis (DGSA)
License: GPL-3.0-or-later
Author: zperzan
Author-email: zach.perzan@unlv.edu
Requires-Python: >=3.9,<4.0
Classifier: License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Dist: matplotlib (>=3.4.3,<4.0.0)
Requires-Dist: numpy (>=1.19.5,<2.0.0)
Requires-Dist: pandas (>=1.1.5,<2.0.0)
Requires-Dist: scikit-learn (>=1.1.3,<2.0.0)
Requires-Dist: tqdm (>=4.55.2,<5.0.0)
Description-Content-Type: text/markdown

# pyDGSA

pyDGSA is a Python implementation of distance-based generalized sensitivity analysis (DGSA) following [Fenwick et al. (2014)](https://doi.org/10.1007/s11004-014-9530-5).

## Installation

Use the package manager [pip](https://pip.pypa.io/en/stable/) to install pyDGSA.

```bash
pip install pyDGSA
```

## Usage
Please see the `tutorial_short.ipynb` and `tutorial_long.ipynb` Jupyter notebooks in the [pyDGSA GitHub repository](https://github.com/zperzan/pyDGSA) for detailed usage examples.

## 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](https://choosealicense.com/licenses/gpl-3.0/)

