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cartesian

a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.

https://github.com/ohjeah/cartesian

Science Score: 20.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.6%) to scientific vocabulary

Keywords

genetic-programming symbolic-regression
Last synced: 6 months ago · JSON representation

Repository

a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.

Basic Info
  • Host: GitHub
  • Owner: Ohjeah
  • License: mit
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 157 KB
Statistics
  • Stars: 24
  • Watchers: 4
  • Forks: 4
  • Open Issues: 4
  • Releases: 0
Topics
genetic-programming symbolic-regression
Created over 8 years ago · Last pushed about 6 years ago
Metadata Files
Readme License

README.rst 

**cartesian**: is a lightweight implementation of Cartesian genetic
programming with symbolic regression in mind.

|image0| |image1| |PyPI| |DOI| |Documentation Status| |Code style:
black|

--------------

It is meant to be used in conjunction with
`deap `__ or
`glyph `__.

The basic components are provided:
 - data structure
 - 1+4 Algorithm
 - symbolic, ephemeral random and structure-based constants

Installation
~~~~~~~~~~~~

cartesian is available on PyPI

``pip install cartesian``

.. |image0| image:: https://travis-ci.org/Ohjeah/cartesian.svg?branch=master
   :target: https://travis-ci.org/Ohjeah/cartesian
.. |image1| image:: https://codecov.io/gh/Ohjeah/cartesian/branch/master/graph/badge.svg
   :target: https://codecov.io/gh/Ohjeah/cartesian
.. |PyPI| image:: https://img.shields.io/pypi/v/cartesian.svg
   :target: https://pypi.python.org/pypi/cartesian
.. |DOI| image:: https://zenodo.org/badge/79949716.svg
   :target: https://zenodo.org/badge/latestdoi/79949716
.. |Documentation Status| image:: https://readthedocs.org/projects/cartesian/badge/?version=latest
   :target: https://cartesian.readthedocs.io/en/latest/?badge=latest
.. |Code style: black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
   :target: https://github.com/ambv/black

Owner

  • Name: Markus Quade
  • Login: Ohjeah
  • Kind: user
  • Company: @Ambrosys

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 99
  • Total Committers: 3
  • Avg Commits per committer: 33.0
  • Development Distribution Score (DDS): 0.394
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Markus Quade m****e@g****m 60
mq m****e@u****e 32
Markus Quade m****e@a****e 7
Committer Domains (Top 20 + Academic)
ambrosys.de: 1 uni-potsdam.de: 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 7
  • Total pull requests: 11
  • Average time to close issues: 3 days
  • Average time to close pull requests: about 9 hours
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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
  • Ohjeah (7)
Pull Request Authors
  • pyup-bot (11)
Top Labels
Issue Labels
enhancement (4)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 53 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 8
  • Total maintainers: 1
pypi.org: cartesian

Minimal cartesian genetic programming for symbolic regression.

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 53 Last month
Rankings
Dependent packages count: 10.0%
Stargazers count: 12.9%
Forks count: 15.3%
Average: 17.5%
Dependent repos count: 21.7%
Downloads: 27.5%
Maintainers (1)
ohjeah
Last synced: 6 months ago

Dependencies

requirements-dev.txt pypi
  • flaky * development
  • hypothesis * development
  • pre-commit * development
  • pytest * development
  • pytest-cov * development
  • pytest-lazy-fixture * development
  • setuptools >=38.6.0 development
  • setuptools_scm * development
  • setuptools_scm_git_archive * development
  • sphinx * development
  • sphinx_rtd_theme * development
  • sphinxcontrib-apidoc * development
  • twine >=1.11.0rc1 development
requirements.txt pypi
  • dataclasses *
  • joblib *
  • numpy *
  • scikit-learn *
  • scipy *