{"id":17681104,"url":"https://github.com/drujensen/diabetes","last_synced_at":"2025-10-28T00:35:09.050Z","repository":{"id":146154725,"uuid":"115660936","full_name":"drujensen/diabetes","owner":"drujensen","description":"Crystal SHAINet example using Pima Indians dataset for Diabetes","archived":false,"fork":false,"pushed_at":"2021-11-18T05:51:13.000Z","size":29,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-26T19:02:09.766Z","etag":null,"topics":["artificial-intelligence","crystal","deep-learning","machine-learning","pima-diabetes-data","shainet"],"latest_commit_sha":null,"homepage":null,"language":"Crystal","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/drujensen.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":"2017-12-28T21:29:30.000Z","updated_at":"2021-11-18T05:51:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"b9d0bede-f2d7-4fcd-bf8d-f99efa727b45","html_url":"https://github.com/drujensen/diabetes","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/drujensen/diabetes","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drujensen%2Fdiabetes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drujensen%2Fdiabetes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drujensen%2Fdiabetes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drujensen%2Fdiabetes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drujensen","download_url":"https://codeload.github.com/drujensen/diabetes/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drujensen%2Fdiabetes/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281366887,"owners_count":26488695,"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","status":"online","status_checked_at":"2025-10-27T02:00:05.855Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["artificial-intelligence","crystal","deep-learning","machine-learning","pima-diabetes-data","shainet"],"created_at":"2024-10-24T09:10:15.179Z","updated_at":"2025-10-28T00:35:09.029Z","avatar_url":"https://github.com/drujensen.png","language":"Crystal","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Example using SHAInet \n\nThis workbook demonstrates how to create a Deep Learning network using [SHAInet](https://github.com/NeuraLegion/shainet).  We will be using the [Pima Indians dataset](https://archive.ics.uci.edu/ml/datasets/Pima+Indians+Diabetes) to predict diabetes.\n\n## Installation\n\nThis requires crystal 0.23.1\n\n## Usage\n\nThis project uses crystal's playground.  You can load and run the playground workbook using:\n```bash\nshards install\ncrystal play\nopen http://localhost:8080\n```\nThen select the Workbook -\u003e Diabetes from the menu.\n\nYou can also compile and run the application:\n```bash\ncrystal run src/diabetes.cr\n```\n\n## Contributing\n\n1. Fork it ( https://github.com/drujensen/diabetes/fork )\n2. Create your feature branch (git checkout -b my-new-feature)\n3. Commit your changes (git commit -am 'Add some feature')\n4. Push to the branch (git push origin my-new-feature)\n5. Create a new Pull Request\n\n## Contributors\n\n- [drujensen](https://github.com/drujensen) Dru Jensen - creator, maintainer\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrujensen%2Fdiabetes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrujensen%2Fdiabetes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrujensen%2Fdiabetes/lists"}