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: 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 (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

[![CI](https://codebase.helmholtz.cloud/psyplot/psy-reg/badges/master/pipeline.svg)](https://codebase.helmholtz.cloud/psyplot/psy-reg/-/pipelines?page=1&scope=all&ref=master)

[![Code coverage](https://codebase.helmholtz.cloud/psyplot/psy-reg/badges/master/coverage.svg)](https://codebase.helmholtz.cloud/psyplot/psy-reg/-/graphs/master/charts)

[![Latest Release](https://codebase.helmholtz.cloud/psyplot/psy-reg/-/badges/release.svg)](https://codebase.helmholtz.cloud/psyplot/psy-reg)

[![PyPI version](https://img.shields.io/pypi/v/psy-reg.svg)](https://pypi.python.org/pypi/psy-reg/)

[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)

[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/)

[![PEP8](https://img.shields.io/badge/code%20style-pep8-orange.svg)](https://www.python.org/dev/peps/pep-0008/)

[![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/)

[![REUSE status](https://api.reuse.software/badge/codebase.helmholtz.cloud/psyplot/psy-reg)](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