ABC analysis
============
Performs and visualizes an ABC analysis with automated limit detection.
This package is a Python implementation of the R package `ABCanalysis <https://CRAN.R-project.org/package=ABCanalysis>`_.
The package is based on "Computed ABC Analysis for rational Selection of most informative Variables in multivariate Data", PLoS One. Ultsch. A., Lotsch J. (2015) `doi:10.1371/journal.pone.0129767 <https://doi.org/10.1371/journal.pone.0129767>`_.
Basic Usage
^^^^^^^^^^^
.. code-block:: python
from abc_analysis import abc_analysis, abc_plot
# Perform an ABC analysis on a numeric vector (without plotting)
dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22])
# Perform an ABC analysis with plotting
dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22], True)
# Plot saved results of an ABC analysis
abc_plot(dctAnalysis)
Raw data
{
"_id": null,
"home_page": null,
"name": "abc-analysis",
"maintainer": null,
"docs_url": null,
"requires_python": null,
"maintainer_email": null,
"keywords": "abc-analysis abc_analysis Viessmann",
"author": "Viessmann",
"author_email": "ghlt@viessmann.com",
"download_url": "https://files.pythonhosted.org/packages/f5/67/615f2cb9ab93de36b827315c882b6bbd4311b7a99ec969d0fddc9ca6cd4a/abc_analysis-0.1.23.tar.gz",
"platform": null,
"description": "ABC analysis\n============\n\nPerforms and visualizes an ABC analysis with automated limit detection. \n\nThis package is a Python implementation of the R package `ABCanalysis <https://CRAN.R-project.org/package=ABCanalysis>`_.\n\nThe package is based on \"Computed ABC Analysis for rational Selection of most informative Variables in multivariate Data\", PLoS One. Ultsch. A., Lotsch J. (2015) `doi:10.1371/journal.pone.0129767 <https://doi.org/10.1371/journal.pone.0129767>`_.\n\nBasic Usage\n^^^^^^^^^^^\n\n.. code-block:: python\n\n from abc_analysis import abc_analysis, abc_plot\n \n # Perform an ABC analysis on a numeric vector (without plotting)\n dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22])\n \n # Perform an ABC analysis with plotting\n dctAnalysis = abc_analysis([1, 15, 25, 17, 2, 3, 5, 6, 2, 3, 22], True)\n \n # Plot saved results of an ABC analysis\n abc_plot(dctAnalysis)\n\n\n",
"bugtrack_url": null,
"license": "GNU General Public License v3 (GPLv3)",
"summary": "ABC analysis with automated limit detection",
"version": "0.1.23",
"project_urls": {
"Download": "https://github.com/viessmann/abc_analysis/archive/v0.1.22.tar.gz",
"Source": "https://github.com/viessmann/abc_analysis",
"Viessmann": "https://www.linkedin.com/company/viessmann/"
},
"split_keywords": [
"abc-analysis",
"abc_analysis",
"viessmann"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "25e54da698e43dbc3346a93c1df40ca2ba1514660d1872fb10b773f4c78cc729",
"md5": "fc79c62e386b1bffecfab45895938ed1",
"sha256": "bdfd80696f935d572dde84e32cec6b691ddf416f5a9a0557271acffadef41c59"
},
"downloads": -1,
"filename": "abc_analysis-0.1.23-py3-none-any.whl",
"has_sig": false,
"md5_digest": "fc79c62e386b1bffecfab45895938ed1",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 17871,
"upload_time": "2024-06-24T07:39:08",
"upload_time_iso_8601": "2024-06-24T07:39:08.378102Z",
"url": "https://files.pythonhosted.org/packages/25/e5/4da698e43dbc3346a93c1df40ca2ba1514660d1872fb10b773f4c78cc729/abc_analysis-0.1.23-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "f567615f2cb9ab93de36b827315c882b6bbd4311b7a99ec969d0fddc9ca6cd4a",
"md5": "88d64cdeb6d57370675e029d4297f4a0",
"sha256": "7b986fcaa2b06180d1a32ff6906dbd0fd0169771cae3d9279eeb67c7d82705e2"
},
"downloads": -1,
"filename": "abc_analysis-0.1.23.tar.gz",
"has_sig": false,
"md5_digest": "88d64cdeb6d57370675e029d4297f4a0",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 53331,
"upload_time": "2024-06-24T07:39:09",
"upload_time_iso_8601": "2024-06-24T07:39:09.904542Z",
"url": "https://files.pythonhosted.org/packages/f5/67/615f2cb9ab93de36b827315c882b6bbd4311b7a99ec969d0fddc9ca6cd4a/abc_analysis-0.1.23.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-06-24 07:39:09",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "viessmann",
"github_project": "abc_analysis",
"travis_ci": false,
"coveralls": true,
"github_actions": false,
"lcname": "abc-analysis"
}