https://github.com/vishalsiingh/disease-prediction
https://github.com/vishalsiingh/disease-prediction
Last synced: 18 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/vishalsiingh/disease-prediction
- Owner: vishalsiingh
- Created: 2025-03-27T19:52:59.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-27T20:28:56.000Z (about 2 months ago)
- Last Synced: 2025-03-27T21:26:53.671Z (about 2 months ago)
- Language: Python
- Size: 301 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 🚀 Disease Prediction App
Welcome to the **Disease Prediction App**, a **Machine Learning-powered** web application built with **Streamlit**. This app allows users to input symptoms and predicts possible diseases using a trained model.
---
## ✨ Features
✅ **Easy-to-use** Streamlit interface
✅ **Accurate disease prediction** based on user inputs
✅ **Interactive visualizations** using Matplotlib
✅ **CSV data support** for model training
✅ **One-click deployment** on Streamlit Cloud
---
## 🛠 Installation Guide
### **1️⃣ Clone the Repository**
```bash
git clone https://github.com/your-username/disease-prediction.git
cd disease-prediction
```
### **2️⃣ Set Up a Virtual Environment**
```bash
python -m venv venv
source venv/bin/activate # macOS/Linux
venv\Scripts\activate # Windows
```
### **3️⃣ Install Dependencies**
```bash
pip install -r requirements.txt
```
### **4️⃣ Verify Module Installation**
Check if `matplotlib` is installed:
```bash
pip show matplotlib
```
If missing, install it:
```bash
pip install matplotlib
```
### **5️⃣ Run the Streamlit App**
```bash
streamlit run app.py
```
---
## 🚀 Deploying on Streamlit Cloud
### **Steps to Deploy**
1️⃣ Push your code to a **GitHub repository**.
2️⃣ Ensure `requirements.txt` includes:
```
streamlit
pandas
numpy
matplotlib
scikit-learn
```
3️⃣ Visit **[Streamlit Cloud](https://share.streamlit.io/)** and deploy your app.
4️⃣ Restart or redeploy if needed.
5️⃣ Check logs for debugging if any issues occur.
### 🌐 **Live Demo**
🎯 **Access the deployed app here:** [🔗 Disease Prediction App](https://vishalsiingh-disease-prediction-app-fumaid.streamlit.app)
---
## 📂 File Structure
```
/ disease-prediction
├── app.py # Main Streamlit app
├── model.py # ML model training
├── requirements.txt # Dependencies
├── README.md # Project documentation
├── data/ # Dataset folder
├── images/ # Any app-related images
```
---
## 🤝 Contributing
💡 Pull requests are welcome! For major changes, open an issue first to discuss what you'd like to modify.
---
## 📜 License
This project is licensed under the **MIT License**.
---
## 📬 Contact
For any questions, feel free to reach out:
📧 **Email:** [email protected]