{"id":15056610,"url":"https://github.com/santhosh-2901/thyroid_prediction","last_synced_at":"2026-03-17T08:38:39.929Z","repository":{"id":248122555,"uuid":"827818835","full_name":"santhosh-2901/thyroid_prediction","owner":"santhosh-2901","description":"\"Machine learning project to predict thyroid diseases based on patient data.\"","archived":false,"fork":false,"pushed_at":"2024-07-12T13:27:27.000Z","size":1113,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-14T07:22:48.043Z","etag":null,"topics":["cassandra","data-science","flask","machine-learning","thyroid-disease-detection"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/santhosh-2901.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":"2024-07-12T12:50:01.000Z","updated_at":"2025-01-28T08:10:03.000Z","dependencies_parsed_at":null,"dependency_job_id":"5f77611c-cedb-4559-ac57-e1172e2ad3b8","html_url":"https://github.com/santhosh-2901/thyroid_prediction","commit_stats":null,"previous_names":["santhosh-2901/thyroid_prediction"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/santhosh-2901/thyroid_prediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/santhosh-2901%2Fthyroid_prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/santhosh-2901%2Fthyroid_prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/santhosh-2901%2Fthyroid_prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/santhosh-2901%2Fthyroid_prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/santhosh-2901","download_url":"https://codeload.github.com/santhosh-2901/thyroid_prediction/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/santhosh-2901%2Fthyroid_prediction/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30619218,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-17T08:10:05.930Z","status":"ssl_error","status_checked_at":"2026-03-17T08:10:04.972Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["cassandra","data-science","flask","machine-learning","thyroid-disease-detection"],"created_at":"2024-09-24T21:54:06.019Z","updated_at":"2026-03-17T08:38:39.911Z","avatar_url":"https://github.com/santhosh-2901.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Thyroid Prediction\n\nThis project uses machine learning to predict thyroid disorders based on medical data. The model is trained to classify patients into different thyroid conditions using various features.\n\n## Table of Contents\n- [Description](#description)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Contributing](#contributing)\n- [License](#license)\n- [Acknowledgments](#acknowledgments)\n- [Contact](#contact)\n\n## Description\nThe Thyroid Prediction project utilizes a Random Forest Classifier to diagnose thyroid disorders. The web application is built using Flask and provides an interface for users to input medical data and receive predictions about thyroid conditions.\n\n## Installation\nClone this repository to your local machine or download the ZIP file.\n```bash\ngit clone https://github.com/santhosh-2901/thyroid_prediction.git\n```\nNavigate to the project directory.\n```bash\ncd thyroid_prediction\n```\nInstall the required Python dependencies.\n```bash\npip install -r requirements.txt\n```\n\n## Usage\n### Running the Flask App\n1. Start the Flask app.\n    ```bash\n    python app.py\n    ```\n2. Open your web browser and navigate to [http://localhost:8000](http://localhost:8000) to access the web app.\n\n### Using the Web App\n1. Enter the values for the medical features as prompted in the form.\n2. Click on the \"Predict\" button to generate a prediction about whether the user has a thyroid disorder.\n3. The prediction result will be displayed on the web page.\n\n## Contributing\nIf you would like to contribute to this project, you can follow these steps:\n1. Fork the repository.\n2. Create a new branch for your feature or bug fix.\n    ```bash\n    git checkout -b feature/your-feature-name\n    ```\n3. Make your changes and commit them with descriptive commit messages.\n    ```bash\n    git commit -m \"Add feature X\"\n    ```\n4. Push your changes to your forked repository.\n    ```bash\n    git push origin feature/your-feature-name\n    ```\n5. Open a pull request in this repository and provide a detailed description of your changes.\n\n## License\nThis project is licensed under the MIT License.\n\n## Acknowledgments\nThis project was developed as part of an AI \u0026 Data Science course. Special thanks to the dataset providers and all contributors.\n\n## Contact\nIf you have any questions, suggestions, or feedback, please feel free to contact santhoshkumar[santhoshjan2001@gmail.com].\n\nWe hope you find this web app useful!\n\n---\n\nFeel free to customize this template further to better fit your project details and personal preferences.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanthosh-2901%2Fthyroid_prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsanthosh-2901%2Fthyroid_prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanthosh-2901%2Fthyroid_prediction/lists"}