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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Diabetes Prediction Web App\n\nA Diabetes Prediction web app using machine learning is an application that utilizes a trained machine learning model to predict whether a person has diabetes based on input features such as glucose levels, blood pressure, BMI, age, etc\n\n## Prerequisites\n\n- Python\n- Pip \n- Git (optional)\n\n## Getting Started\n\n1. **Clone the Repository:**\n\n    ```bash\n    git clone https://github.com/shubham5027/diabetes-prediction-webapp.git\n    cd diabetes-prediction-webapp\n    ```\n\n2. **Install Dependencies:**\n\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n3. **Run the App:**\n\n    ```bash\n    python -m streamlit run app.py\n    ```\n\n4. **Access the Web App:**\n\nhttps://diabetes-prediction-webapp-using-machine-learning-fxgmyqg5kzjz.streamlit.app/\n\n\n   \n![Screenshot 2024-01-11 144256](https://github.com/shubham5027/Diabetes-Prediction-webapp-using-Machine-Learning/assets/132193443/1cf49525-f715-412f-b076-de9f0d4de095)\n![Screenshot 2024-01-11 144308](https://github.com/shubham5027/Diabetes-Prediction-webapp-using-Machine-Learning/assets/132193443/63b77e4a-7c5b-4f4c-a7f0-3127947cdceb)\n\n\n\n## Usage\n\n- Use the sliders in the sidebar to input values for features like pregnancies, glucose, blood pressure, etc.\n- Click the \"Predict\" button to see the model's prediction.\n- The result will be displayed, indicating whether the person is predicted to have diabetes or not.\n\n## Model Information\n\nThe machine learning model used in this app is a logistic regression model trained on the Diabetes dataset.\n\n## Additional Notes\n\n- The web app is built using Streamlit, a Python library for creating web applications with minimal effort.\n- The trained machine learning model is saved in a file named `your_model.pkl`. Replace it with your actual trained model file.\n\n## License\n\nThis project is licensed under the [MIT License](LICENSE).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshubham5027%2Fdiabetes-prediction-webapp-using-machine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshubham5027%2Fdiabetes-prediction-webapp-using-machine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshubham5027%2Fdiabetes-prediction-webapp-using-machine-learning/lists"}