API Reference

• Core Simulator
  • Forward Pass
  • Parameter Utilities
  • Result Exporter
  • Windowing Utilities
• Parameter Schema
  • OptunaRange
  • ParamSpec
  • COMMON_PARAM_SCHEMA
  • get_param_value()
  • get_optuna_range()
  • sample_in_range()
• Runners
  • Core Training Runners
  • Runner Utilities
  • Run Fingerprint Defaults
  • Multi-Period SGD
  • Metric Extraction
• Walk-Forward Analysis
  • Robust Walk-Forward Utilities
  • Training Evaluator
• Hyperparameter Tuning
  • HyperparamTuner
• Pools
  • Base Classes
  • Constant Weight Pools
  • QuantAMM Dynamic Weight Pools
  • Index Pools
  • Concentrated Pools
  • Helper Functions
• Estimators
  • calc_gradients()
  • calc_ewma_pair()
  • calc_return_variances()
• Sampling Utilities
  • generate_ensemble_samples()
  • generate_param_space_samples()
• Financial Analysis Tools
  • Risk-Adjusted Return Metrics
  • Drawdown Analysis
  • Risk Metrics
  • Benchmark Comparison
  • Complete Analysis Pipeline
  • Using with Simulation Results
  • Available Metrics
  • Post-Training Analysis
• REST API Reference
  • Starting the Server
  • Endpoints
  • Error Handling
  • CORS
  • Configuration
  • Data Transfer Objects