Bist App

🤖 BIST Prediction System — AI-Powered Stock Analysis for Turkish Markets

Whether you're just starting out in investing or you're a seasoned trader looking to sharpen your edge, BIST Prediction System has you covered.

This tool analyzes 325+ Turkish stocks listed on BIST using machine learning and provides 10-day price direction forecasts.

📊 How it works
• Downloads up to 15 years of historical price data
• Calculates 120+ technical indicators (RSI, MACD, Bollinger Bands and more)
• Trains 5 machine learning models simultaneously (XGBoost, LightGBM, HistGBM, ExtraTrees, Stacking ensemble)
• Incorporates news sentiment analysis, CBRT interest rate impact, and sector momentum
• Combines all model outputs into a final prediction with a confidence score

✅ Features
• BUY / SELL / WAIT signal
• Model confidence score (Low / Medium / High)
• ATR-based automatic stop-loss calculation
• Support and resistance levels
• Latest news headlines with sentiment analysis
• Portfolio tracking and price alerts
• Personal stock notes
• PDF report export
• Turkish / English language support

📈 Accuracy
For high-volume stocks (THYAO, GARAN, AKBNK, EREGL), the system targets 70-78% accuracy. Accuracy may be lower for smaller or newly listed stocks.

⚠️ Disclaimer
This tool is not financial advice. Predictions are based on historical data and do not guarantee future performance. Always use multiple sources before making investment decisions.