{"id":23340352,"url":"https://github.com/tanvik-hub/multiple-disease-prediction-using-ml","last_synced_at":"2026-04-28T11:02:26.089Z","repository":{"id":256201434,"uuid":"854585969","full_name":"Tanvik-hub/Multiple-Disease-Prediction-using-ML","owner":"Tanvik-hub","description":"This project is a Multiple Disease Prediction System that uses machine learning models to predict the likelihood of three diseases:  Diabetes Heart Disease Parkinson's Disease The system is built using Support Vector Machines (SVM) and Logistic Regression models, providing an easy-to-use interface for users to input health parameters .","archived":false,"fork":false,"pushed_at":"2024-09-09T12:51:10.000Z","size":20,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T17:29:41.813Z","etag":null,"topics":["anaconda3","logistic-regression","python","spyder","streamlit","svm"],"latest_commit_sha":null,"homepage":"","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/Tanvik-hub.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":"2024-09-09T12:45:07.000Z","updated_at":"2024-10-05T14:45:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"a048d7b9-fd28-493a-a650-c92d2c2f9ca6","html_url":"https://github.com/Tanvik-hub/Multiple-Disease-Prediction-using-ML","commit_stats":null,"previous_names":["tanvik-hub/multiple-disease-prediction-using-ml"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tanvik-hub%2FMultiple-Disease-Prediction-using-ML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tanvik-hub%2FMultiple-Disease-Prediction-using-ML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tanvik-hub%2FMultiple-Disease-Prediction-using-ML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Tanvik-hub%2FMultiple-Disease-Prediction-using-ML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Tanvik-hub","download_url":"https://codeload.github.com/Tanvik-hub/Multiple-Disease-Prediction-using-ML/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247675629,"owners_count":20977376,"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":["anaconda3","logistic-regression","python","spyder","streamlit","svm"],"created_at":"2024-12-21T04:29:10.217Z","updated_at":"2026-04-28T11:02:21.031Z","avatar_url":"https://github.com/Tanvik-hub.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multiple Disease Prediction using ML\n\n\n## Project Description\nThis project is a **Multiple Disease Prediction System** that uses machine learning models to predict the likelihood of three diseases:\n- **Diabetes**\n- **Heart Disease**\n- **Parkinson's Disease**\n\nThe system is built using **Support Vector Machines (SVM)** and **Logistic Regression** models, providing an easy-to-use interface for users to input health parameters and receive a prediction based on the trained models.\n\n## Features\n- **Diabetes Prediction**: Based on health metrics such as glucose levels, insulin levels, and BMI.\n- **Heart Disease Prediction**: Based on attributes like age, cholesterol, and resting blood pressure.\n- **Parkinson's Disease Prediction**: Based on vocal attributes like jitter, shimmer, and pitch.\n\n## Tech Stack\n- **Frontend**: Built with **Streamlit** for an interactive web interface.\n- **Backend**: Machine learning models developed using **scikit-learn**.\n- **Models Used**:\n  - **SVM** for Diabetes and Heart Disease Prediction.\n  - **Logistic Regression** for Parkinson's Disease Prediction.\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftanvik-hub%2Fmultiple-disease-prediction-using-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftanvik-hub%2Fmultiple-disease-prediction-using-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftanvik-hub%2Fmultiple-disease-prediction-using-ml/lists"}