Deploy machine learning models with real-time inference. Reinforcement learning, supervised models, and ensemble methods with GPU acceleration for adaptive algorithmic trading.
Support for leading machine learning platforms
Production-ready ML deployment
Research and production models
Adaptive trading agents
ML-powered trading approaches
Price prediction using deep learning. LSTM and transformer models for time series forecasting with market microstructure features.
Agents that learn optimal trading policies through interaction with markets. Adaptive strategies that improve over time.
NLP models analyzing news, social media, and alternative data sources. Real-time sentiment scoring for trading signals.
Combine multiple models for robust predictions. Weighted voting, stacking, and boosting for improved accuracy.
Access ML infrastructure with Zi-HFT Professional