{"id":13686796,"url":"https://github.com/uhlerlab/conditional_independence","last_synced_at":"2025-05-01T12:31:32.987Z","repository":{"id":131930399,"uuid":"334247029","full_name":"uhlerlab/conditional_independence","owner":"uhlerlab","description":"Parametric and non-parametric conditional independence testing.","archived":false,"fork":false,"pushed_at":"2021-02-08T03:40:42.000Z","size":6296,"stargazers_count":10,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"main","last_synced_at":"2024-08-03T15:05:50.150Z","etag":null,"topics":["statistics"],"latest_commit_sha":null,"homepage":"","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/uhlerlab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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":"2021-01-29T19:46:01.000Z","updated_at":"2024-06-04T11:20:38.000Z","dependencies_parsed_at":null,"dependency_job_id":"11cd3888-d61c-4f8c-8ab5-5ff429087bae","html_url":"https://github.com/uhlerlab/conditional_independence","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uhlerlab%2Fconditional_independence","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uhlerlab%2Fconditional_independence/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uhlerlab%2Fconditional_independence/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/uhlerlab%2Fconditional_independence/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/uhlerlab","download_url":"https://codeload.github.com/uhlerlab/conditional_independence/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224257225,"owners_count":17281671,"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":["statistics"],"created_at":"2024-08-02T15:00:40.085Z","updated_at":"2024-11-12T10:30:14.280Z","avatar_url":"https://github.com/uhlerlab.png","language":"HTML","funding_links":[],"categories":["HTML"],"sub_categories":[],"readme":"[![PyPI version](https://badge.fury.io/py/conditional_independence.svg)](https://badge.fury.io/py/conditional_independence)\n[![Build Status](https://travis-ci.com/uhlerlab/conditional_independence.svg?branch=main)](https://travis-ci.com/uhlerlab/conditional_independence)\n[![codecov](https://codecov.io/gh/uhlerlab/conditional_independence/branch/main/graph/badge.svg?token=TC78IEMINI)](https://codecov.io/gh/uhlerlab/conditional_independence)\n\n`conditional_independence` is a Python package for conditional independence testing.\n\n### Install\nInstall the latest version of `conditional_independence`:\n```\n$ pip3 install conditional_independence\n```\n\n### Documentation\nDocumentation is available at https://conditional-independence.readthedocs.io/en/latest/\n\n\n### Simple Example\n\n```\n\u003e\u003e\u003e from conditional_independence import partial_correlation_suffstat, partial_correlation_test\n\u003e\u003e\u003e import numpy as np\n\u003e\u003e\u003e np.random.seed(121122)\n\u003e\u003e\u003e samples = np.random.normal(size=(100, 3))\n\u003e\u003e\u003e suffstat = partial_correlation_suffstat(samples)\n\u003e\u003e\u003e partial_correlation_test(suffstat, 0, 1)\n{'statistic': 0.5671513111036371,\n 'p_value': 0.5706113842986253,\n 'reject': False}\n\u003e\u003e\u003e partial_correlation_test(suffstat, 0, 1, {2})\n{'statistic': 0.6879909848126664,\n 'p_value': 0.4914584585239892,\n 'reject': False}\n```\n\n### License\n\nReleased under the 3-Clause BSD license (see LICENSE.txt):\n```\nCopyright (C) 2021\nChandler Squires \u003ccsquires@mit.edu\u003e\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuhlerlab%2Fconditional_independence","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fuhlerlab%2Fconditional_independence","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fuhlerlab%2Fconditional_independence/lists"}