{"id":16346235,"url":"https://github.com/jorenham/hall","last_synced_at":"2025-10-19T11:04:02.486Z","repository":{"id":95228193,"uuid":"381851839","full_name":"jorenham/hall","owner":"jorenham","description":"Probability and statistics in pure python with intuitive syntax","archived":false,"fork":false,"pushed_at":"2024-03-20T18:40:34.000Z","size":1221,"stargazers_count":7,"open_issues_count":2,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-18T15:55:03.172Z","etag":null,"topics":["maths","probability","probability-theory","python","science"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/hall/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jorenham.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"docs/roadmap.md","authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-06-30T22:55:23.000Z","updated_at":"2025-03-11T16:45:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"9e24bf0c-1b9f-452a-815a-d35b9d7dacf7","html_url":"https://github.com/jorenham/hall","commit_stats":null,"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jorenham%2Fhall","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jorenham%2Fhall/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jorenham%2Fhall/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jorenham%2Fhall/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jorenham","download_url":"https://codeload.github.com/jorenham/hall/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245040235,"owners_count":20551297,"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":["maths","probability","probability-theory","python","science"],"created_at":"2024-10-11T00:34:50.940Z","updated_at":"2025-10-19T11:04:02.387Z","avatar_url":"https://github.com/jorenham.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!--badges-start--\u003e\n[![CI](https://github.com/jorenham/hall/workflows/CI/badge.svg?event=push)](https://github.com/jorenham/hall/actions?query=event%3Apush+branch%3Amaster+workflow%3ACI)\n[![pypi](https://img.shields.io/pypi/v/hall.svg)](https://pypi.python.org/pypi/hall)\n[![Downloads](https://pepy.tech/badge/hall/month)](https://pepy.tech/project/hall)\n[![versions](https://img.shields.io/pypi/pyversions/hall.svg)](https://github.com/jorenham/hall)\n[![license](https://img.shields.io/github/license/jorenham/hall.svg)](https://github.com/jorenham/hall/blob/master/LICENSE)\n\u003c!--badges-end--\u003e\n\nProbability theory using pythonic and (almost) mathematical notation.\n\n## Help\n\nSee [documentation](https://jorenham.github.io/hall/) for more details.\n\n## A simple example: Intelligence quotient\n\n\u003c!--example-iq-start--\u003e\n```pycon\n\u003e\u003e\u003e from hall import P, E, Std, Normal, sample\n\u003e\u003e\u003e IQ = ~Normal() * 100 + 15\n\u003e\u003e\u003e E[IQ]\n100.0\n\u003e\u003e\u003e Std[IQ]\n15.0\n\u003e\u003e\u003e P(IQ \u003e= 130)\n0.0227501319481792\n\u003e\u003e\u003e print(\"IQ test outcome:\", sample(IQ))\nIQ test outcome: 116.309834872963\n```\n\nSo the chance of having an IQ (normally distributed with μ=100 and σ=15) of at\nleast 130 is approximately 2.3%.\n\u003c!--example-iq-end--\u003e\n\n## A simple example: Monty ~~Python~~ Hall\n\n`TODO`\n\n## Contributing\n\nFor guidance on setting up a development environment and how to make a\ncontribution to *hall*, see\n[Contributing to hall](https://jorenham.github.io/hall/#contributing).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjorenham%2Fhall","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjorenham%2Fhall","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjorenham%2Fhall/lists"}