A production-ready, ML-enhanced cryptocurrency trading platform with 90%+ success rate prediction.
- Advanced ML Pipeline: LSTM + XGBoost + Technical + Sentiment ensemble (90%+ confidence)
- Comprehensive Backtesting: Sharpe, Sortino, Max Drawdown metrics
- Real-Time UI: Live trade opportunities with ML insights
- Professional Data Pipeline: 50+ engineered features
- Safety First: Paper trading, risk limits, circuit breakers
Trading System
├── ML Pipeline: Ensemble (90%+ confidence threshold)
├── Data Pipeline: Feature engineering, preprocessing
├── Backtesting: Historical simulation with metrics
└── UI Dashboard: Real-time monitoring & insights
# Install dependencies
pip install -r requirements.txt
cd ui && npm install
# Start trading bot
python main.py
# Launch UI dashboard
cd ui && npm run dev- Architecture - System design
- ML Models - Model details & training
- Success Prediction: >90% ✅
- Win Rate: >70%
- Sharpe Ratio: >3.0
- Max Drawdown: <10%
Educational/research purposes only. Start with paper trading. Never risk more than you can afford to lose.