{"id":18801255,"url":"https://github.com/velocitatem/risk_assesment_arctic_navigation","last_synced_at":"2025-06-20T08:03:07.127Z","repository":{"id":235785144,"uuid":"791254453","full_name":"velocitatem/risk_assesment_arctic_navigation","owner":"velocitatem","description":"Project for Probability for Computer Science - bayesian network modeling of risk in arctic navigation","archived":false,"fork":false,"pushed_at":"2024-05-01T17:23:23.000Z","size":108,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-19T20:01:36.413Z","etag":null,"topics":["bayesian-networks"],"latest_commit_sha":null,"homepage":"https://arcticrisk.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/velocitatem.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-04-24T11:35:39.000Z","updated_at":"2024-05-01T17:23:26.000Z","dependencies_parsed_at":"2024-05-01T18:46:12.064Z","dependency_job_id":"ecc84037-3d9c-4c40-b208-1215fb419c06","html_url":"https://github.com/velocitatem/risk_assesment_arctic_navigation","commit_stats":null,"previous_names":["velocitatem/risk_assesment_arctic_navigation"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/velocitatem/risk_assesment_arctic_navigation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/velocitatem%2Frisk_assesment_arctic_navigation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/velocitatem%2Frisk_assesment_arctic_navigation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/velocitatem%2Frisk_assesment_arctic_navigation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/velocitatem%2Frisk_assesment_arctic_navigation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/velocitatem","download_url":"https://codeload.github.com/velocitatem/risk_assesment_arctic_navigation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/velocitatem%2Frisk_assesment_arctic_navigation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260906933,"owners_count":23080599,"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-networks"],"created_at":"2024-11-07T22:23:02.533Z","updated_at":"2025-06-20T08:03:02.106Z","avatar_url":"https://github.com/velocitatem.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Risk Assessment for Arctic Navigation\n![](./graph.png)\n\n\nNavigating Arctic waters is fraught with risks like ice collision and ships getting stuck. We implemented a model based on [this research paper](https://doi.org/10.1016/j.tra.2020.10.017). The following is our simplified version of the Bayesian Network:\n\n## CPTs\nThe conditional probability tables used to define the nodes in our network can be found [here](https://docs.google.com/spreadsheets/d/e/2PACX-1vTcjL6TH48RCD4CYsQP34CGzXqCWLilBH2m745rqOM5RyRk2JLee1qOhTkaEVoZFA/pubhtml). The values were filled according to the most plausible data which could be inferred from relationships described in the research.\n\n\n![DALL·E 2024-04-29 10 23 35 - Design a minimalistic 16 9 logo for 'Arctic Navigator'  The logo should feature a stylized compass with icy blue and white colors, emphasizing navigat](https://github.com/velocitatem/risk_assesment_arctic_navigation/assets/60182044/32a38568-8883-401e-a6d9-f9b399f7f901)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvelocitatem%2Frisk_assesment_arctic_navigation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvelocitatem%2Frisk_assesment_arctic_navigation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvelocitatem%2Frisk_assesment_arctic_navigation/lists"}