{"id":19538098,"url":"https://github.com/nirmit27/diabetes-prediction","last_synced_at":"2026-04-12T13:04:22.700Z","repository":{"id":240492962,"uuid":"802779559","full_name":"nirmit27/diabetes-prediction","owner":"nirmit27","description":"A Streamlit webapp that predicts diabetes based on patient data.","archived":false,"fork":false,"pushed_at":"2024-09-02T06:00:07.000Z","size":92,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-08T18:16:06.533Z","etag":null,"topics":["data-science","machine-learning","ml","ml-model","python","python3","sklearn","streamlit","streamlit-webapp","svm","svm-classifier"],"latest_commit_sha":null,"homepage":"https://diabetes-prediction-lr3wknr6yrdjv87jgbttka.streamlit.app/","language":"Jupyter Notebook","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/nirmit27.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":"2024-05-19T08:44:18.000Z","updated_at":"2024-09-02T06:00:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"2363ca63-a1e1-4195-b3e6-330d7daccd8a","html_url":"https://github.com/nirmit27/diabetes-prediction","commit_stats":null,"previous_names":["nirmit27/diabetes-prediction"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2Fdiabetes-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2Fdiabetes-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2Fdiabetes-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nirmit27%2Fdiabetes-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nirmit27","download_url":"https://codeload.github.com/nirmit27/diabetes-prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240793250,"owners_count":19858626,"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":["data-science","machine-learning","ml","ml-model","python","python3","sklearn","streamlit","streamlit-webapp","svm","svm-classifier"],"created_at":"2024-11-11T02:31:38.389Z","updated_at":"2026-04-12T13:04:22.651Z","avatar_url":"https://github.com/nirmit27.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Diabetes Prediction\n\n## About\nThis is a [Streamlit](https://streamlit.io/) web application that makes predictions about **diabetes** based on the patient data provided by the user.\n\n## How it works\n- Using the **Support Vector Classifier** model provided by the [Scikit-Learn library](https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html), prediction about diabetes based on the patient's medical details is made.\n- This model has been trained on the [Diabetes Dataset for Beginners](https://www.kaggle.com/datasets/shantanudhakadd/diabetes-dataset-for-beginners) from **Kaggle** using standardization and stratification techniques.\n- The pre-trained **SVC** model has been saved as a pickle file. The app collects user inputs through a form, feeds those inputs to the model, which then makes the prediction displayed by the app as the prediction result.\n\n### Dataset link\n\u003e [Diabetes Dataset for Beginners](diabetes.csv)\n\n### Deployment link\n\u003e [Diabetes Prediction](https://diabetes-prediction-lr3wknr6yrdjv87jgbttka.streamlit.app/)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnirmit27%2Fdiabetes-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnirmit27%2Fdiabetes-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnirmit27%2Fdiabetes-prediction/lists"}