{"id":23296796,"url":"https://github.com/peplxx/probability-explorer","last_synced_at":"2025-08-22T02:31:43.613Z","repository":{"id":263305931,"uuid":"889945063","full_name":"peplxx/probability-explorer","owner":"peplxx","description":"Interactive web application for exploring and visualizing probability distributions","archived":false,"fork":false,"pushed_at":"2024-11-17T17:51:07.000Z","size":89,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-11-17T18:42:18.467Z","etag":null,"topics":["data-visualization","distribution","educational-tool","matplotlib-pyplot","probability","statistics","streamlit-app"],"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/peplxx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-17T16:31:11.000Z","updated_at":"2024-11-17T17:51:10.000Z","dependencies_parsed_at":"2024-11-18T01:03:56.823Z","dependency_job_id":null,"html_url":"https://github.com/peplxx/probability-explorer","commit_stats":null,"previous_names":["peplxx/probability-explorer"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peplxx%2Fprobability-explorer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peplxx%2Fprobability-explorer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peplxx%2Fprobability-explorer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peplxx%2Fprobability-explorer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/peplxx","download_url":"https://codeload.github.com/peplxx/probability-explorer/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230547647,"owners_count":18243227,"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":["data-visualization","distribution","educational-tool","matplotlib-pyplot","probability","statistics","streamlit-app"],"created_at":"2024-12-20T07:15:11.216Z","updated_at":"2024-12-20T07:15:11.876Z","avatar_url":"https://github.com/peplxx.png","language":"Python","readme":"# Probability Explorer 🌐\r\n[![Python](https://img.shields.io/badge/python-3.10%2B-blue.svg)](https://www.python.org/downloads/)\r\n[![Streamlit](https://img.shields.io/badge/Streamlit-1.28.0-FF4B4B.svg)](https://streamlit.io)\r\n[![License](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT)\r\n[![GitHub stars](https://img.shields.io/github/stars/peplxx/probability-explorer.svg)](https://github.com/peplxx/probability-explorer/stargazers)\r\n[![GitHub issues](https://img.shields.io/github/issues/peplxx/probability-explorer.svg)](https://github.com/peplxx/probability-explorer/issues)\r\n\r\n\u003e Observe [multivariative normal distribution](https://en.wikipedia.org/wiki/Multivariate_normal_distribution) plot\r\n![image](https://github.com/user-attachments/assets/ecc61f1d-7cf8-4b89-a1b4-95e6b57f8fe5)\r\n\r\n\u003e Observe [Multinomial distribution](https://en.wikipedia.org/wiki/Multinomial_distribution) plot\r\n![image](https://github.com/user-attachments/assets/bc4487dd-a9a6-4938-901e-c5d8702e9ee0)\r\n\r\n\u003eSimulate [random walks](https://en.wikipedia.org/wiki/Random_walk) and observe their statistical properties\r\n![image](https://github.com/user-attachments/assets/ba96399e-e09a-4e9e-9fdf-1520c9c6de2b)\r\n\r\n\u003e Estimate π using [Monte Carlo method](https://en.wikipedia.org/wiki/Monte_Carlo_method)\r\n![image](https://github.com/user-attachments/assets/1f558bb3-321b-42d2-be85-656aafe6eb19)\r\n\r\nAn interactive web application for exploring and visualizing probability distributions. This tool helps users understand both continuous and discrete probability distributions through interactive plots, mathematical formulas, and key properties.\r\n\r\n## Features\r\n\r\n- Interactive plots for continuous and discrete distributions\r\n- Real-time parameter adjustments\r\n- Mathematical formulas and key properties\r\n- Clean and intuitive interface\r\n\r\n## Installation\r\n\r\n1. Clone the repository:\r\n\r\n```bash\r\ngit clone https://github.com/peplxx/probability-explorer.git\r\n```\r\n2. Install uv:\r\n\r\n```bash\r\npip install uv\r\n```\r\n\r\n3. Install dependencies:\r\n\r\n```bash\r\nuv sync\r\n```\r\n\r\n4. Run the application:\r\n\r\n```bash\r\nuv run streamlit run main.py\r\n```\r\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpeplxx%2Fprobability-explorer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpeplxx%2Fprobability-explorer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpeplxx%2Fprobability-explorer/lists"}