{"id":17723740,"url":"https://github.com/austinrochford/webmc3","last_synced_at":"2025-05-07T22:40:43.225Z","repository":{"id":152226296,"uuid":"115449411","full_name":"AustinRochford/webmc3","owner":"AustinRochford","description":"A web interface for exploring PyMC3 traces","archived":false,"fork":false,"pushed_at":"2018-02-14T11:31:08.000Z","size":54667,"stargazers_count":46,"open_issues_count":1,"forks_count":9,"subscribers_count":6,"default_branch":"master","last_synced_at":"2023-04-09T13:32:25.016Z","etag":null,"topics":["bayesian-inference","dash","mcmc","probabilistic-programming","python","statistical-analysis","visualization"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AustinRochford.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2017-12-26T19:30:49.000Z","updated_at":"2021-09-10T11:03:20.000Z","dependencies_parsed_at":null,"dependency_job_id":"f2f5cc6e-31a6-44f0-9de5-cb6898274255","html_url":"https://github.com/AustinRochford/webmc3","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AustinRochford%2Fwebmc3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AustinRochford%2Fwebmc3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AustinRochford%2Fwebmc3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AustinRochford%2Fwebmc3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AustinRochford","download_url":"https://codeload.github.com/AustinRochford/webmc3/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252967970,"owners_count":21833243,"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":["bayesian-inference","dash","mcmc","probabilistic-programming","python","statistical-analysis","visualization"],"created_at":"2024-10-25T15:43:51.027Z","updated_at":"2025-05-07T22:40:43.202Z","avatar_url":"https://github.com/AustinRochford.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# webmc3\nA web interface for exploring [PyMC3](https://github.com/pymc-devs/pymc3) traces, inspired by [ShinyStan](https://github.com/stan-dev/shinystan) and built with [Dash](https://github.com/plotly/dash).\n\n![webmc3 demo](https://media.giphy.com/media/3oFzmg4wfP0aiqNcLm/giphy.gif)\n\nConsult the [quickstart notebook](/docs/notebooks/Quickstart.ipynb) to start using `webmc3`.\n\n## Development\n\nThe simplest way to develop `webmc3` is to use the [Dockerfile](/Dockerfile).\n\nFirst, pull the image from [Docker Hub](https://hub.docker.com/r/austinrochford/webmc3/) with\n\n```bash\ndocker pull austinrochford/webmc3\n```\n\nor build the image with\n\n```bash\ndocker build -t webmc3 .\n```\n\nNext launch a container using the image.\n\n```bash\ndocker run -d \\\n    -p $JUPYTER_PORT:8888 \\\n    -p $DASH_PORT:8050 \\\n    -v `pwd`:/home/jovyan/webmc3 \\\n    --name webmc3 webmc3 \\\n    start-notebook.sh --NotebookApp.token=''\n```\n\nThere will not be a Jupyter notebook server available at `http://localhost:$JUPYTER_PORT/tree` and, once running, the `webmc3` app will be available at `http://localhost:$DASH_PORT`.  Most importantly, your fork of `webmc3` is on the `PYTHONPATH` in the container.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faustinrochford%2Fwebmc3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faustinrochford%2Fwebmc3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faustinrochford%2Fwebmc3/lists"}