Explore 6 advanced trading and AI components
NHITS + NBEATSx neural architectures with conformal prediction intervals. GPU-accelerated training on historical data.
Optimal position sizing with risk-adjusted bet scaling. Full, Half, Quarter and custom fractional Kelly.
Ensemble of PPO/SAC/A2C agents for dynamic asset allocation. Experience replay buffer with transaction cost modeling.
Real-time sentiment analysis across news, social media, earnings and analyst reports — streaming alpha generation.
Pure JavaScript — zero TensorFlow, zero PyTorch. Ring buffers, cache-friendly matmul, single-pass metrics.
Circuit breakers, stop-losses, position limits, and comprehensive VaR analysis. Production safety systems.