Data Infrastructure (DataServer)
Provides high-performance infrastructure for managing and retrieving raw financial data.
Multiple Learning Paradigms
Supports supervised learning, reinforcement learning, and market dynamics modeling for diverse strategy development.
Flexible Training Control (Trainer)
Offers a flexible interface to control model training processes with support for custom algorithms and AutoML.
Model Management
Includes tools for managing different models and experiments through evaluation cycles.
Workflow Layer
Covers the complete quantitative investment workflow, supporting both supervised-learning-based and reinforcement-learning-based strategies.
Information Extractor
Extracts and prepares data for models to facilitate accurate forecasting.