{"id":28385926,"url":"https://github.com/gldraphael/scale","last_synced_at":"2025-07-11T16:04:14.789Z","repository":{"id":282596736,"uuid":"945034472","full_name":"gldraphael/scale","owner":"gldraphael","description":"🎚️ Obesity level classifier","archived":false,"fork":false,"pushed_at":"2025-06-25T12:04:01.000Z","size":8490,"stargazers_count":5,"open_issues_count":7,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-25T13:19:42.682Z","etag":null,"topics":["python","reactjs","rust"],"latest_commit_sha":null,"homepage":"https://scale.galdin.dev","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gldraphael.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,"zenodo":null}},"created_at":"2025-03-08T14:05:31.000Z","updated_at":"2025-06-25T12:04:04.000Z","dependencies_parsed_at":"2025-06-09T16:38:03.282Z","dependency_job_id":null,"html_url":"https://github.com/gldraphael/scale","commit_stats":null,"previous_names":["gldraphael/scale"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/gldraphael/scale","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gldraphael%2Fscale","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gldraphael%2Fscale/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gldraphael%2Fscale/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gldraphael%2Fscale/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gldraphael","download_url":"https://codeload.github.com/gldraphael/scale/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gldraphael%2Fscale/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262067840,"owners_count":23253679,"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":["python","reactjs","rust"],"created_at":"2025-05-30T12:13:57.257Z","updated_at":"2025-06-26T12:31:17.252Z","avatar_url":"https://github.com/gldraphael.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# scale\n\n`scale` is an experimental classifier designed to predict obesity levels using a range of metrics beyond just height and weight.\n\nMy goal with the project was to get some open-source applied ML code out there, particularly since most of my professional work is typically done behind closed doors. I hope this repo also serves as a reference others!  \n\n## Demo\n\nThe demo is hosted here: https://scale.galdin.dev   \nThe demo API is hosted here: https://scale-api.galdin.dev\n\nNote that the hosted scale API has been heavily rate-limited since it is currently running on my personal cluster.\n\n## Quickstart (local)\n\n**Pre-requisites:** Docker Desktop\n\n```sh\ndocker compose build\ndocker compose up\n\n# App: http://localhost:8888\n# API: http://localhost:8808\n```\n\n## Dev Containers setup (local development)\n\n**Pre-requisites:** Docker Desktop, VS Code, VS Code Dev Containers Extension\n\nA development container is a pre-configured development environment running within a docker container. It has everything you need to get started with a project, and you won't have to install any dependencies such as python, or rust, etc. \n\nTo open a project in a development environment, open one of the project folders in VS Code, press \u003ckbd\u003eCtrl+Shift+P\u003c/kbd\u003e to open the command palette, and run the \"Reopen in Container\" command. The project folders are as follows:\n\n```sh\n./notebooks\n./apps/pyworker\n./apps/webapi\n./apps/reactapp\n```\n\n\n## Dataset\n\nThis project is based on the following dataset:\n\n* Estimation of Obesity Levels Based On Eating Habits and Physical Condition  [Dataset]. (2019). UCI Machine Learning Repository. https://doi.org/10.24432/C5H31Z.\n\n\n\n## License\n\nThis project is licensed under a GNU Affero General Public License (AGPL) v3.0.   \nSee the [LICENSE](./LICENSE) file for more details.\n\nI picked AGPL largely because I do not see anyone needing to use this project outside of an open-source context. However, if you'd like this project under a more permissive license, please open an issue explaining your use-case.\n\nThe dataset, originally published by Fabio Mendoza Palechor and Alexis De la Hoz Manotas, is redistributed under a  [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/legalcode) (CC BY 4.0) license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgldraphael%2Fscale","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgldraphael%2Fscale","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgldraphael%2Fscale/lists"}