https://github.com/psyplot/psy-reg
Psyplot plugin for visualizing and calculating regression plots
https://github.com/psyplot/psy-reg
data-science matplotlib netcdf psyplot regression-analysis statsmodels visualization xarray
Last synced: about 2 months ago
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Psyplot plugin for visualizing and calculating regression plots
- Host: GitHub
- URL: https://github.com/psyplot/psy-reg
- Owner: psyplot
- Created: 2017-02-28T21:05:20.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2024-07-16T14:05:04.000Z (11 months ago)
- Last Synced: 2025-04-12T13:49:59.151Z (about 2 months ago)
- Topics: data-science, matplotlib, netcdf, psyplot, regression-analysis, statsmodels, visualization, xarray
- Language: Python
- Size: 6.04 MB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.rst
- Contributing: docs/contributing.rst
- License: LICENSES/CC-BY-4.0.txt
- Citation: CITATION.cff
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README
# psy-reg: Psyplot plugin for visualizing and calculating regression plots
[](https://codebase.helmholtz.cloud/psyplot/psy-reg/-/pipelines?page=1&scope=all&ref=master)
[](https://codebase.helmholtz.cloud/psyplot/psy-reg/-/graphs/master/charts)
[](https://codebase.helmholtz.cloud/psyplot/psy-reg)
[](https://pypi.python.org/pypi/psy-reg/)
[](https://github.com/psf/black)
[](https://pycqa.github.io/isort/)
[](https://www.python.org/dev/peps/pep-0008/)
[](http://mypy-lang.org/)
[](https://api.reuse.software/info/codebase.helmholtz.cloud/psyplot/psy-reg)Welcome to the psyplot plugin for visualizating and calculating
regression plots. This package uses the [scipy](https://www.scipy.org/)
and [statsmodels](https://www.statsmodels.org/stable/index.html)
packages to evaluate your data, fit a regression to it and visualize it
through the [psy-simple](http://psyplot.github.io/psy-simple/) plugin.It\'s plot methods are the
[linreg](http://psyplot.github.io/psy-reg/generated/psyplot.project.plot.linreg.html#psyplot.project.plot.linreg)
and
[densityreg](http://psyplot.github.io/psy-reg/generated/psyplot.project.plot.densityreg.html#psyplot.project.plot.densityreg)
plot methods.See the full documentation on
[psyplot.github.io/psy-reg/](http://psyplot.github.io/psy-reg) for all
[plot methods](http://psyplot.github.io/psy-simple/plot_methods), and
checkout the [examples](http://psyplot.github.io/examples/).## Installation
Install this package in a dedicated python environment via
```bash
python -m venv venv
source venv/bin/activate
pip install psy-reg
```To use this in a development setup, clone the [source code][source code] from
gitlab, start the development server and make your changes::```bash
git clone https://codebase.helmholtz.cloud/psyplot/psy-reg
cd psy-reg
python -m venv venv
source venv/bin/activate
make dev-install
```More detailed installation instructions my be found in the [docs][docs].
[source code]: https://codebase.helmholtz.cloud/psyplot/psy-reg
[docs]: https://psyplot.github.io/psy-reginstallation.html## Technical note
This package has been generated from the template
https://codebase.helmholtz.cloud/psyplot/psyplot-plugin-template.git.See the template repository for instructions on how to update the skeleton for
this package.## License information
Copyright © 2021-2024 Helmholtz-Zentrum hereon GmbH
Code files in this repository are licensed under the
LGPL-3.0-only, if not stated otherwise
in the file.Documentation files in this repository are licensed under CC-BY-4.0, if not stated otherwise in the file.
Supplementary and configuration files in this repository are licensed
under CC0-1.0, if not stated otherwise
in the file.Please check the header of the individual files for more detailed
information.### License management
License management is handled with [``reuse``](https://reuse.readthedocs.io/).
If you have any questions on this, please have a look into the
[contributing guide][contributing] or contact the maintainers of
`psy-reg`.[contributing]: https://psyplot.github.io/psy-regcontributing.html