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psy-reg

Psyplot plugin for visualizing and calculating regression plots

https://github.com/psyplot/psy-reg

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary

Keywords

data-science matplotlib netcdf psyplot regression-analysis statsmodels visualization xarray
Last synced: 6 months ago · JSON representation ·

Repository

Psyplot plugin for visualizing and calculating regression plots

Basic Info
  • Host: GitHub
  • Owner: psyplot
  • Language: Python
  • Default Branch: master
  • Size: 6.04 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 1
  • Open Issues: 3
  • Releases: 6
Topics
data-science matplotlib netcdf psyplot regression-analysis statsmodels visualization xarray
Created almost 9 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog Contributing License Citation

README.md

psy-reg: Psyplot plugin for visualizing and calculating regression plots

CI Code coverage Latest Release PyPI version Code style: black Imports: isort PEP8 Checked with mypy REUSE status

Welcome to the psyplot plugin for visualizating and calculating regression plots. This package uses the scipy and statsmodels packages to evaluate your data, fit a regression to it and visualize it through the psy-simple plugin.

It\'s plot methods are the linreg and densityreg plot methods.

See the full documentation on psyplot.github.io/psy-reg/ for all plot methods, and checkout the 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 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.

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. If you have any questions on this, please have a look into the contributing guide or contact the maintainers of psy-reg.

Owner

  • Name: psyplot
  • Login: psyplot
  • Kind: organization
  • Email: psyplot@hereon.de

Interactive Data Analysis with Python

Citation (CITATION.cff) 

# SPDX-FileCopyrightText: 2021-2024 Helmholtz-Zentrum hereon GmbH
# SPDX-FileCopyrightText: 2020-2021 Helmholtz-Zentrum Geesthacht
# SPDX-FileCopyrightText: 2016-2024 University of Lausanne
#
# SPDX-License-Identifier: CC0-1.0

# YAML 1.2
---
cff-version: "1.2.0"
message: "If you use this software, please cite both the article from preferred-citation and the software itself."
title: "psy-reg: Psyplot plugin for statistical plots"
authors:
  - family-names: Sommer
    given-names: "Philipp S."
    affiliation: "Helmholtz-Zentrum Hereon"
    orcid: "https://orcid.org/0000-0001-6171-7716"
    website: "https://www.philipp-s-sommer.de"
    post-code: 21502
    city: Geesthacht
    country: DE
    email: philipp.sommer@hereon.de
doi: "10.5281/zenodo.845647"
contact:
  - email: psyplot@hereon.de
    name: "Psyplot developers at hereon"
license: "LGPL-3.0-only"
repository-code: https://github.com/psyplot/psyplot
type: software
keywords:
  - psyplot
  - python
  - visualization
  - xarray
  - matplotlib
  - netcdf4
  - statistics
  - regression
preferred-citation:
  title: "The psyplot interactive visualization framework"
  authors:
    - family-names: Sommer
      given-names: "Philipp S."
      affiliation: "Helmholtz-Zentrum Hereon"
      orcid: "https://orcid.org/0000-0001-6171-7716"
  year: 2017
  type: article
  doi: "10.21105/joss.00363"
  date-published: 2017-08-22
  journal: Journal of Open Source Software
  volume: 2
  number: 16
  pages: 363
  publisher:
    name: The Open Journal
  license: CC-BY-4.0
...

GitHub Events

Total
Last Year

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 96
  • Total Committers: 2
  • Avg Commits per committer: 48.0
  • Development Distribution Score (DDS): 0.073
Past Year
  • Commits: 12
  • Committers: 1
  • Avg Commits per committer: 12.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Chilipp p****r@p****e 89
Chilipp p****r@u****h 7
Committer Domains (Top 20 + Academic)
unil.ch: 1 posteo.de: 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 6
  • Total pull requests: 5
  • Average time to close issues: 3 months
  • Average time to close pull requests: 2 days
  • Total issue authors: 3
  • Total pull request authors: 2
  • Average comments per issue: 1.33
  • Average comments per pull request: 0.0
  • Merged pull requests: 4
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • Chilipp (4)
  • valeriupredoi (1)
  • zunzun (1)
Pull Request Authors
  • Chilipp (4)
  • dependabot[bot] (1)
Top Labels
Issue Labels
documentation (1) CI (1) new feature (1)
Pull Request Labels
dependencies (1)

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 89 last-month
  • Total dependent packages: 3
    (may contain duplicates)
  • Total dependent repositories: 6
    (may contain duplicates)
  • Total versions: 11
  • Total maintainers: 2
pypi.org: psy-reg

Psyplot plugin for visualizing and calculating regression plots

  • Versions: 6
  • Dependent Packages: 2
  • Dependent Repositories: 1
  • Downloads: 89 Last month
Rankings
Dependent packages count: 2.2%
Average: 21.4%
Dependent repos count: 22.2%
Forks count: 22.8%
Downloads: 27.5%
Stargazers count: 32.0%
Maintainers (2)
Chilipp psyplot-admin
Last synced: 6 months ago
conda-forge.org: psy-reg

This psyplot plugin can be used to make fits to your data and visualize them

  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 5
Rankings
Dependent repos count: 14.7%
Dependent packages count: 28.9%
Average: 42.7%
Forks count: 62.0%
Stargazers count: 65.0%
Last synced: 6 months ago

Dependencies

setup.py pypi
  • psy-simple >=1.3.0
  • psyplot *
  • scipy *
  • statsmodels *
ci/matrix/default/Pipfile pypi
  • matplotlib 3.7.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • tox *
  • tox-current-env *
ci/matrix/mpl_35_py39/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.5.*
  • numpy <2.0.0
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_35_py39/Pipfile.lock pypi
  • 133 dependencies
ci/matrix/mpl_36_py310/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.6.*
  • numpy <2.0.0
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_36_py310/Pipfile.lock pypi
  • 132 dependencies
ci/matrix/mpl_37_py311/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.7.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_37_py311/Pipfile.lock pypi
  • 131 dependencies
ci/matrix/mpl_38_py310/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.8.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_38_py310/Pipfile.lock pypi
  • 132 dependencies
ci/matrix/mpl_38_py311/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.8.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_38_py311/Pipfile.lock pypi
  • 131 dependencies
ci/matrix/mpl_38_py312/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.8.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_38_py312/Pipfile.lock pypi
  • 131 dependencies
ci/matrix/mpl_38_py39/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.8.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_38_py39/Pipfile.lock pypi
  • 135 dependencies
ci/matrix/mpl_39_py312/Pipfile pypi
  • PyQt5 *
  • PyQtWebEngine *
  • matplotlib 3.9.*
  • psy-reg *
  • psy-simple git+https://codebase.helmholtz.cloud/psyplot/psy-simple.git#develop
  • psyplot git+https://codebase.helmholtz.cloud/psyplot/psyplot.git#develop
  • psyplot-gui git+https://codebase.helmholtz.cloud/psyplot/psyplot-gui.git#develop
  • tox-current-env *
ci/matrix/mpl_39_py312/Pipfile.lock pypi
  • 131 dependencies
docs/requirements.txt pypi
  • sphinx-design *
pyproject.toml pypi
  • psy-simple >=1.3.0
  • psyplot >=1.5.0
  • scipy *
  • statsmodels *