epyt_control.signal_processing

• epyt_control.signal_processing.state_estimation
  • epyt_control.signal_processing.state_estimation.kalman_filters
    • ExtendedKalmanFilter
      • ExtendedKalmanFilter.init_state_uncertainty_cov
      • ExtendedKalmanFilter.measurement_func
      • ExtendedKalmanFilter.measurement_func_grad
      • ExtendedKalmanFilter.measurement_uncertainty_cov
      • ExtendedKalmanFilter.reset()
      • ExtendedKalmanFilter.state_transition_func
      • ExtendedKalmanFilter.state_transition_func_grad
      • ExtendedKalmanFilter.step()
      • ExtendedKalmanFilter.system_uncertainty_cov
    • KalmanFilter
      • KalmanFilter.init_state_uncertainty_cov
      • KalmanFilter.measurement_func
      • KalmanFilter.measurement_uncertainty_cov
      • KalmanFilter.reset()
      • KalmanFilter.state_transition_func
      • KalmanFilter.step()
      • KalmanFilter.system_uncertainty_cov
    • KalmanFilterBase
      • KalmanFilterBase.init_state
      • KalmanFilterBase.obs_dim
      • KalmanFilterBase.reset()
      • KalmanFilterBase.state_dim
      • KalmanFilterBase.step()
    • TimeVaryingExtendedKalmanFilter
      • TimeVaryingExtendedKalmanFilter.reset()
      • TimeVaryingExtendedKalmanFilter.step()
    • TimeVaryingKalmanFilter
      • TimeVaryingKalmanFilter.reset()
      • TimeVaryingKalmanFilter.step()
  • epyt_control.signal_processing.state_estimation.smoothers
    • RauchTungStriebelSmoother
      • RauchTungStriebelSmoother.step()
      • RauchTungStriebelSmoother.time_window_length
    • TimeVaryingRauchTungStriebelSmoother
      • TimeVaryingRauchTungStriebelSmoother.step()
      • TimeVaryingRauchTungStriebelSmoother.time_window_length
• epyt_control.signal_processing.state_forecasting
  • epyt_control.signal_processing.state_forecasting.surrogates
    • HydraulicStateTransitionSurrogate
      • HydraulicStateTransitionSurrogate.fit_to_scada()
      • HydraulicStateTransitionSurrogate.predict()
    • StateTransitionModel
      • StateTransitionModel.fit()
      • StateTransitionModel.init()
      • StateTransitionModel.partial_fit()
      • StateTransitionModel.predict()
    • StateTransitionSurrogate
      • StateTransitionSurrogate.fit_to_env()
      • StateTransitionSurrogate.fit_to_scada()
    • WaterQualityStateTransitionSurrogate
      • WaterQualityStateTransitionSurrogate.fit_to_scada()
      • WaterQualityStateTransitionSurrogate.predict()
  • epyt_control.signal_processing.state_forecasting.mlp_surrogate
    • DnnStateTransitionModel
      • DnnStateTransitionModel.compute_jacobian()
      • DnnStateTransitionModel.fit()
      • DnnStateTransitionModel.init()
      • DnnStateTransitionModel.invert_output_scaling()
      • DnnStateTransitionModel.load_from_file()
      • DnnStateTransitionModel.partial_fit()
      • DnnStateTransitionModel.predict()
      • DnnStateTransitionModel.save_to_file()
    • SimpleMlpStateTransitionModel
      • SimpleMlpStateTransitionModel.fit()
      • SimpleMlpStateTransitionModel.init()
      • SimpleMlpStateTransitionModel.partial_fit()
      • SimpleMlpStateTransitionModel.predict()
• epyt_control.signal_processing.event_detection
  • epyt_control.signal_processing.event_detection.event_detector
    • EventDetector
      • EventDetector.apply()
  • epyt_control.signal_processing.event_detection.sensor_interpolation_detector
    • SensorInterpolationDetector
      • SensorInterpolationDetector.apply()
      • SensorInterpolationDetector.fit()
      • SensorInterpolationDetector.regressor_type
      • SensorInterpolationDetector.regressors