{"id":19682466,"url":"https://github.com/rayyan9477/multiple-disease-prediction-system","last_synced_at":"2026-04-10T01:54:33.935Z","repository":{"id":251805367,"uuid":"838499004","full_name":"Rayyan9477/Multiple-Disease-Prediction-System","owner":"Rayyan9477","description":"This repository contains a Multiple Disease Prediction System leveraging machine learning techniques for accurate predictions. It utilizes Python, Pandas, Scikit-learn, and Flask for data preprocessing, model building, and web deployment. 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This system aims to assist healthcare providers in identifying potential health risks in their patients. It employs multiple machine learning algorithms and data preprocessing techniques to achieve high accuracy in disease prediction.\n\n## Project Structure\n\n```plaintext\nmultiple-disease-prediction-system/\n│\n├── data/\n│   ├── dataset.csv\n│\n├── models/\n│   ├── decision_tree_model.pkl\n│   ├── random_forest_model.pkl\n│   ├── logistic_regression_model.pkl\n│\n├── static/\n│   ├── css/\n│   ├── js/\n│\n├── templates/\n│   ├── index.html\n│\n├── app.py\n├── requirements.txt\n├── README.md\n└── .gitignore\n```\n\n## Dependencies\n\nInstall the required dependencies using the following command:\n\n```sh\npip install -r requirements.txt\n```\n\nThe [`requirements.txt`](command:_github.copilot.openRelativePath?%5B%7B%22scheme%22%3A%22file%22%2C%22authority%22%3A%22%22%2C%22path%22%3A%22%2Fr%3A%2FThe-Grand-Complete-Data-Science-Materials-main%2FML%20Projects%2FMultiple_Disease_Prediction%2Frequirements.txt%22%2C%22query%22%3A%22%22%2C%22fragment%22%3A%22%22%7D%5D \"r:\\The-Grand-Complete-Data-Science-Materials-main\\ML Projects\\Multiple_Disease_Prediction\\requirements.txt\") file should include the following packages:\n\n```txt\nnumpy\npandas\nscikit-learn\nmatplotlib\nseaborn\nflask\n```\n\n## How to Run the Project\n\n1. Clone the repository:\n\n```sh\ngit clone https://github.com/yourusername/multiple-disease-prediction-system.git\ncd multiple-disease-prediction-system\n```\n\n2. Install the dependencies:\n\n```sh\npip install -r requirements.txt\n```\n\n3. Run the application:\n\n```sh\nstreamlit run Multiple_Disease_Pred.py\n```\n\n4. Open your web browser and navigate to `http://localhost:5000` to access the application.\n\n## Contact\n\nFor any questions or feedback, please contact me at rayyanahmed265@yahoo.com\n\nConnect with me on [LinkedIn](https://www.linkedin.com/in/rayyan-ahmed9477/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frayyan9477%2Fmultiple-disease-prediction-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frayyan9477%2Fmultiple-disease-prediction-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frayyan9477%2Fmultiple-disease-prediction-system/lists"}