{"id":16365498,"url":"https://github.com/walkerdustin/ml-services-api","last_synced_at":"2026-02-12T13:30:15.438Z","repository":{"id":159886337,"uuid":"435490294","full_name":"walkerdustin/ml-services-api","owner":"walkerdustin","description":"API for a ML model, that predicts the quality of a wine (from 0 to 10) using some chemical attributes of the wine","archived":false,"fork":false,"pushed_at":"2023-03-11T17:51:05.000Z","size":673,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-30T22:12:00.616Z","etag":null,"topics":["ai","artificial-intelligence","fastapi","heroku","heroku-deployment","machine-learning","rest","restful-api"],"latest_commit_sha":null,"homepage":"","language":"PureBasic","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/walkerdustin.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":"2021-12-06T12:35:45.000Z","updated_at":"2024-01-21T07:55:30.000Z","dependencies_parsed_at":"2024-03-08T11:30:58.891Z","dependency_job_id":null,"html_url":"https://github.com/walkerdustin/ml-services-api","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/walkerdustin%2Fml-services-api","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walkerdustin%2Fml-services-api/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walkerdustin%2Fml-services-api/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walkerdustin%2Fml-services-api/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/walkerdustin","download_url":"https://codeload.github.com/walkerdustin/ml-services-api/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239809781,"owners_count":19700679,"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":["ai","artificial-intelligence","fastapi","heroku","heroku-deployment","machine-learning","rest","restful-api"],"created_at":"2024-10-11T02:43:51.380Z","updated_at":"2026-02-12T13:30:15.355Z","avatar_url":"https://github.com/walkerdustin.png","language":"PureBasic","funding_links":[],"categories":[],"sub_categories":[],"readme":"# backend API for a ml Service\n\u003ethe API is live  \n[Frontend]( https://predict-red-wine-quality-with-ml.netlify.app  )  \n[Backend](https://predict-wine-quality-api.herokuapp.com/docs#/default/get_body_predict_post)\n\nbackend with Python FastApi https://fastapi.tiangolo.com/\n\nAPI for a ML model, that predicts the quality of a wine (from 0 to 10) using some chemical attributes of the wine\n\n\n\n## commands\n\nRun server\n\n```bash\nuvicorn main:app --reload\n```\n\n## API\n```bash\nhttps://predict-wine-quality-api.herokuapp.com/predict\n```\n\nPOST request with body\n```\n{\n \"volatile acidity\": 0.7,\n \"citric acid\": 0.0,\n \"residual sugar\": 1.9,\n \"chlorides\": 0.076,\n \"free sulfur dioxide\": 11.0,\n \"total sulfur dioxide\": 34.0,\n \"density\": 0.9978,\n \"pH\": 3.51,\n \"sulphates\": 0.56,\n \"alcohol\": 9.4\n}\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwalkerdustin%2Fml-services-api","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwalkerdustin%2Fml-services-api","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwalkerdustin%2Fml-services-api/lists"}