API Reference

API Reference

• CLI Reference
  • mach3sbi
    • create_prior
    • diagnostics
    • importance-sample
    • inference
    • save_data
    • simulate
    • train
• Simulator
  • Prior
    • Prior
    • create_prior()
    • load_prior()
  • Cyclical Distribution
    • CyclicalDistribution
  • Simulator
    • Simulator
    • get_simulator()
  • Simulator Protocol
    • SimulatorProtocol
• Inference
  • InferenceHandler
    • InferenceHandler.set_dataset()
    • InferenceHandler.load_training_data()
    • InferenceHandler.create_posterior()
    • InferenceHandler.train_posterior()
    • InferenceHandler.resume_training()
    • InferenceHandler.load_posterior()
    • InferenceHandler.build_posterior()
    • InferenceHandler.sample_posterior()
    • InferenceHandler.get_log_likelihood()
  • Trainer
    • lightning_module
• Data Loading
  • ParaketDataset
    • ParaketDataset.to_tensor_dataset()
  • Utilities
    • from_feather()
    • to_feather()
    • filter_nuisance()
• Lightning Module
  • SBIDataModule
    • SBIDataModule.setup()
    • SBIDataModule.train_dataloader()
    • SBIDataModule.val_dataloader()
• Utilities
  • Configuration
    • TrainingConfig
    • PosteriorConfig
  • Logging
    • MaCh3Logger
    • get_logger()
  • Device Handling
    • TorchDeviceHandler
• Diagnostics Reference
  • Diagnostics
    • SBCDiagnostic
    • compare_logl()