Securities - Vietnam Stock Prediction Web App

AI-powered Vietnamese stock market prediction platform with real-time tracking, technical analysis, and investment recommendations.

Features

• Real-time VN stock tracking (HOSE/HNX/UPCOM)
• AI Prediction Engine (LSTM + XGBoost + Prophet Ensemble)
• Technical Analysis (RSI, MACD, Bollinger Bands, SMA/EMA)
• Stock Rankings (Top Buy, Top Decline, Trustworthy, Investment Picks)
• Beginner Trading Guide (Vietnamese)
• Responsive Dashboard with Dark/Light Mode

Tech Stack

• Frontend: Next.js 14 + TypeScript + TailwindCSS + Recharts
• Backend: Python FastAPI + VNStock + yfinance
• ML Models: LSTM + XGBoost + Prophet (Ensemble)

Quick Start

Backend

cd backend
pip install -r requirements.txt
uvicorn main:app --reload --port 8000

Frontend

cd frontend
npm install
npm run dev

Open http://localhost:3000

API Endpoints

• GET /api/stocks - List all VN stocks
• GET /api/stocks/{symbol} - Stock detail + history
• GET /api/stocks/{symbol}/predict - AI prediction
• GET /api/stocks/{symbol}/technical - Technical indicators
• GET /api/rankings/top-buy - Top recommended stocks
• GET /api/rankings/top-decline - Biggest decliners
• GET /api/rankings/trustworthy - Most trustworthy
• GET /api/rankings/top-invest - Best investment picks

Disclaimer

This app is for educational purposes only. Stock predictions are not financial advice. Always do your own research before investing.