AI-powered stock market prediction using LSTM Neural Network, FastAPI backend with WebSockets, and React frontend with real-time charts.
🔗 Live Demo: market-predictor-silk.vercel.app
- 🧠 LSTM Neural Network for stock price prediction
- 📊 Real-time price charts with Recharts
- ⚡ FastAPI backend with WebSocket support
- 📡 Live stock data via Yahoo Finance API
- 🎯 BUY/SELL signal generation
- 🌙 Dark theme professional UI
| Layer | Technology |
|---|---|
| ML Model | PyTorch LSTM |
| Backend | FastAPI + WebSockets |
| Data | Yahoo Finance (yfinance) |
| Frontend | React + TypeScript |
| Charts | Recharts |
| Deployment | Vercel + Render |
```bash cd backend python -m venv venv venv\Scripts\activate pip install fastapi uvicorn websockets yfinance pandas numpy torch scikit-learn uvicorn main:app --reload --port 8001
cd frontend npm install npm start ```
- Open market-predictor-silk.vercel.app
- Enter stock symbol (AAPL, TSLA, GOOGL)
- Click Analyze
- View prediction + BUY/SELL signal + 30-day chart
👩💻 Author Binary Mind — GitHub