[](https://github.com/openturns/otbenchmark/actions/workflows/build.yml)
# otbenchmark
## What is it?
The goal of this project is to provide benchmark classes for OpenTURNS.
It provides a framework to create use-cases which are associated with
reference values.
Such a benchmark problem may be used in order to check that a given
algorithm works as expected and to measure its performance in terms
of accuracy and speed.
Two categories of benchmark classes are currently provided:
* reliability problems, i.e. estimating the probability that
the output of a function is less than a threshold,
* sensitivity problems, i.e. estimating sensitivity indices,
for example Sobol' indices.
Most of the reliability problems were adapted from the RPRepo
https://rprepo.readthedocs.io/en/latest/
This module allows you to create a problem, run an algorithm and
compare the computed probability with a reference probability:
Moreover, we can loop over all problems and run several methods on these
problems.
## Authors
* Michaël Baudin
* Youssef Jebroun
* Elias Fekhari
* Vincent Chabridon
## Installation
To install the module, we can use either pip or conda:
```
pip install otbenchmark
```
## Documentation
The documentation is available here: https://openturns.github.io/otbenchmark/master/
Raw data
{
"_id": null,
"home_page": "https://github.com/openturns/otbenchmark",
"name": "otbenchmark",
"maintainer": "Micha\u00ebl Baudin",
"docs_url": null,
"requires_python": ">=3.8",
"maintainer_email": "Micha\u00ebl Baudin <michael.baudin@edf.fr>",
"keywords": "reliability, sensitivity, benchmark",
"author": "Micha\u00ebl Baudin, Youssef Jebroun, Elias Fekhari, Vincent Chabridon",
"author_email": "michael.baudin@edf.fr",
"download_url": null,
"platform": null,
"description": "[](https://github.com/openturns/otbenchmark/actions/workflows/build.yml)\n\n# otbenchmark\n\n## What is it?\n\nThe goal of this project is to provide benchmark classes for OpenTURNS. \nIt provides a framework to create use-cases which are associated with\nreference values.\nSuch a benchmark problem may be used in order to check that a given\nalgorithm works as expected and to measure its performance in terms \nof accuracy and speed.\n\nTwo categories of benchmark classes are currently provided:\n* reliability problems, i.e. estimating the probability that \nthe output of a function is less than a threshold,\n* sensitivity problems, i.e. estimating sensitivity indices, \nfor example Sobol' indices.\n\nMost of the reliability problems were adapted from the RPRepo\n\nhttps://rprepo.readthedocs.io/en/latest/\n\nThis module allows you to create a problem, run an algorithm and \ncompare the computed probability with a reference probability: \nMoreover, we can loop over all problems and run several methods on these \nproblems.\n\n## Authors\n\n* Micha\u00ebl Baudin\n* Youssef Jebroun\n* Elias Fekhari\n* Vincent Chabridon\n\n## Installation\n\nTo install the module, we can use either pip or conda: \n\n```\npip install otbenchmark\n```\n\n## Documentation\n\nThe documentation is available here: https://openturns.github.io/otbenchmark/master/\n\n",
"bugtrack_url": null,
"license": null,
"summary": "A benchmark library for OpenTURNS",
"version": "0.2.1",
"project_urls": {
"Homepage": "https://github.com/openturns/otbenchmark"
},
"split_keywords": [
"reliability",
" sensitivity",
" benchmark"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "1e90805c94146493d025ff17d2f6e2c2fa8241049001060938cedf31a4134d71",
"md5": "bf4a150a8466d850493cd030a2946bae",
"sha256": "2c71dd9d7d69d178c9c7cf8849bc76bb8c63fbe15460eabc60f80e60f7600bf6"
},
"downloads": -1,
"filename": "otbenchmark-0.2.1-py3-none-any.whl",
"has_sig": false,
"md5_digest": "bf4a150a8466d850493cd030a2946bae",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.8",
"size": 97754,
"upload_time": "2024-10-09T07:31:07",
"upload_time_iso_8601": "2024-10-09T07:31:07.259958Z",
"url": "https://files.pythonhosted.org/packages/1e/90/805c94146493d025ff17d2f6e2c2fa8241049001060938cedf31a4134d71/otbenchmark-0.2.1-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-10-09 07:31:07",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "openturns",
"github_project": "otbenchmark",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [],
"lcname": "otbenchmark"
}
JSON
