{"id":14067111,"url":"https://github.com/sol-eng/uwdashboard","last_synced_at":"2026-03-11T12:05:52.292Z","repository":{"id":39729371,"uuid":"203651240","full_name":"sol-eng/uwdashboard","owner":"sol-eng","description":"Shiny app deployment pipeline","archived":false,"fork":false,"pushed_at":"2024-07-18T07:02:11.000Z","size":92,"stargazers_count":3,"open_issues_count":13,"forks_count":2,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-08-13T07:12:54.973Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://colorado.rstudio.com/rsc/uw-dashboard/","language":"R","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/sol-eng.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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":"2019-08-21T19:28:39.000Z","updated_at":"2021-12-07T20:51:30.000Z","dependencies_parsed_at":"2024-08-13T07:22:01.696Z","dependency_job_id":null,"html_url":"https://github.com/sol-eng/uwdashboard","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/sol-eng%2Fuwdashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sol-eng%2Fuwdashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sol-eng%2Fuwdashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sol-eng%2Fuwdashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sol-eng","download_url":"https://codeload.github.com/sol-eng/uwdashboard/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228065208,"owners_count":17863963,"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":[],"created_at":"2024-08-13T07:05:26.360Z","updated_at":"2026-03-11T12:05:47.253Z","avatar_url":"https://github.com/sol-eng.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"\u003c!-- badges: start --\u003e\n[![R build status](https://github.com/kasaai/uwdashboard/workflows/Deploy/badge.svg)](https://github.com/kasaai/uwdashboard/actions)\n\u003c!-- badges: end --\u003e\n\n# Underwriting Dashboard\n\nA project to demonstrate automated Shiny app deployment via [GitHub Actions](https://github.com/features/actions)\nand [RStudio Connect (RSC)](https://rstudio.com/products/connect/). The app is deployed at [https://colorado.rstudio.com/rsc/uw-dashboard](https://colorado.rstudio.com/rsc/uw-dashboard/).\n\n## Content\n\nThe current content of the dashboard consists of a visualization tool to analyze\nadditive variable attributions in a personal automobile insurance loss cost model.\nThe model is built using the [R interface to TensorFlow/Keras](https://tensorflow.rstudio.com/)\nand model interpretation is powered by the [DALEX](https://github.com/ModelOriented/DALEX)\npackage. For details, refer to the paper below and the associated [repo](https://github.com/kasaai/explain-ml-pricing).\n\n*Kevin Kuo and Daniel Lupton.* **Towards Explainability of Machine Learning Models in Insurance Pricing**. [arXiv:2003.10674](https://arxiv.org/abs/2003.10674), 2020.\n\n## Workflow\n\nChanges to the app are proposed via pull requests (PRs). When a new PR is opened,\nthe code is bundled then deployed as a new temporary app on RSC. At this point,\nuser testing can be done to ensure that the app is behaving as expected. Upon approval,\none can merge the PR to `master`, which triggers a deployment to the persistent\nproduction endpoint.\n\n## Contributions\n\nFeatures requests, bug reports, and PRs are all welcome!\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsol-eng%2Fuwdashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsol-eng%2Fuwdashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsol-eng%2Fuwdashboard/lists"}