{"id":13689042,"url":"https://github.com/zalando/expan","last_synced_at":"2025-05-01T23:31:45.473Z","repository":{"id":53315399,"uuid":"58059785","full_name":"zalando/expan","owner":"zalando","description":" Open-source Python library for statistical analysis of randomised control trials (A/B tests)","archived":false,"fork":false,"pushed_at":"2023-04-11T10:52:40.000Z","size":1302,"stargazers_count":331,"open_issues_count":30,"forks_count":50,"subscribers_count":27,"default_branch":"master","last_synced_at":"2024-10-02T17:17:54.460Z","etag":null,"topics":["ab-testing","abtest","abtesting","causal-inference","experimentation","python","statistical-analysis","statistics"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zalando.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGELOG.md","contributing":"docs/contributing.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2016-05-04T14:43:47.000Z","updated_at":"2024-08-30T09:36:58.000Z","dependencies_parsed_at":"2024-01-17T06:11:13.082Z","dependency_job_id":"a3522189-031d-4cd3-ba2b-dbbc2ecf5d10","html_url":"https://github.com/zalando/expan","commit_stats":null,"previous_names":[],"tags_count":53,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zalando%2Fexpan","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zalando%2Fexpan/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zalando%2Fexpan/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zalando%2Fexpan/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zalando","download_url":"https://codeload.github.com/zalando/expan/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224282091,"owners_count":17285769,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ab-testing","abtest","abtesting","causal-inference","experimentation","python","statistical-analysis","statistics"],"created_at":"2024-08-02T15:01:31.576Z","updated_at":"2024-11-12T13:30:37.406Z","avatar_url":"https://github.com/zalando.png","language":"Python","readme":"==========================\nExpAn: Experiment Analysis\n==========================\n\n.. image:: https://img.shields.io/travis/zalando/expan.svg\n        :target: https://travis-ci.org/zalando/expan\n        :alt: Build status\n\n.. image:: https://coveralls.io/repos/github/zalando/expan/badge.svg\n        :target: https://coveralls.io/github/zalando/expan\n        :alt: Code coverage\n\n.. image:: https://img.shields.io/pypi/v/expan.svg\n        :target: https://pypi.python.org/pypi/expan\n        :alt: Latest PyPI version\n\n.. image:: https://img.shields.io/pypi/status/expan.svg\n        :target: https://pypi.python.org/pypi/expan\n        :alt: Development Status\n\n.. image:: https://img.shields.io/pypi/pyversions/expan.svg\n        :target: https://pypi.python.org/pypi/expan\n        :alt: Python Versions\n\n.. image:: https://img.shields.io/pypi/l/expan.svg\n        :target: https://pypi.python.org/pypi/expan/\n        :alt: License\n\n.. image:: https://readthedocs.org/projects/expan/badge/?version=latest\n        :target: http://expan.readthedocs.io/en/latest/?badge=latest\n        :alt: Documentation Status\n\nA/B tests (a.k.a. Randomized Controlled Trials or Experiments) have been widely\napplied in different industries to optimize business processes and user\nexperience. ExpAn (**Exp**\\ eriment **An**\\ alysis) is a Python library\ndeveloped for the statistical analysis of such experiments and to standardise\nthe data structures used.\n\nThe data structures and functionality of ExpAn are generic such that they can be\nused by both data scientists optimizing a user interface and biologists\nrunning wet-lab experiments. The library is also standalone and can be\nimported and used from within other projects and from the command line.\n\n\nDocumentation\n=============\n\nThe latest stable version is 1.4.0. Please check out our `tutorial and documentation \u003chttp://expan.readthedocs.io/\u003e`__.\n\nInstallation\n============\n\nStable release\n--------------\n\nTo install ExpAn, run this command in your terminal:\n\n.. code-block:: console\n\n    $ pip install expan\n\nFrom sources\n------------\n\nThe sources for ExpAn can be downloaded from the `Github repo`_.\n\nYou can either clone the public repository:\n\n.. code-block:: console\n\n    $ git clone git://github.com/zalando/expan\n\nOr download the `tarball`_:\n\n.. code-block:: console\n\n    $ curl  -OL https://github.com/zalando/expan/tarball/master\n\nOnce you have a copy of the source, you can install it with:\n\n.. code-block:: console\n\n    $ python setup.py install\n\n\n.. _Github repo: https://github.com/zalando/expan\n.. _tarball: https://github.com/zalando/expan/tarball/master\n\n\nLicense\n=======\n\nThe MIT License (MIT)\n\nCopyright © [2016] Zalando SE, https://tech.zalando.com\n\nPermission is hereby granted, free of charge, to any person obtaining a\ncopy of this software and associated documentation files (the\n“Software”), to deal in the Software without restriction, including\nwithout limitation the rights to use, copy, modify, merge, publish,\ndistribute, sublicense, and/or sell copies of the Software, and to\npermit persons to whom the Software is furnished to do so, subject to\nthe following conditions:\n\nThe above copyright notice and this permission notice shall be included\nin all copies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS\nOR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF\nMERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.\nIN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY\nCLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,\nTORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE\nSOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.\n","funding_links":[],"categories":["Python"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzalando%2Fexpan","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzalando%2Fexpan","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzalando%2Fexpan/lists"}