LostTech.TensorFlow : API Documentation

Type StateSpaceModelConfiguration

Namespace tensorflow.contrib.timeseries.state_space_models.state_space_model

Parent PythonObjectContainer

Interfaces IStateSpaceModelConfiguration

Methods

NewDyn

Properties

Public static methods

StateSpaceModelConfiguration NewDyn(ImplicitContainer<T> num_features, ImplicitContainer<T> use_observation_noise, ImplicitContainer<T> dtype, ImplicitContainer<T> covariance_prior_fn, ImplicitContainer<T> bayesian_prior_weighting, object filtering_postprocessor, ImplicitContainer<T> trainable_start_state, ImplicitContainer<T> exogenous_noise_increases, ImplicitContainer<T> exogenous_noise_decreases, object exogenous_feature_columns, object exogenous_update_condition, ImplicitContainer<T> filtering_maximum_posterior_variance_ratio, ImplicitContainer<T> filtering_minimum_posterior_variance, ImplicitContainer<T> transition_covariance_initial_log_scale_bias, object static_unrolling_window_size_threshold)

Public properties

object bayesian_prior_weighting get; set;

object covariance_prior_fn get; set;

object dtype get; set;

object exogenous_feature_columns get; set;

object exogenous_noise_decreases get; set;

object exogenous_noise_increases get; set;

object exogenous_update_condition get; set;

object filtering_maximum_posterior_variance_ratio get; set;

object filtering_minimum_posterior_variance get; set;

object filtering_postprocessor get; set;

object num_features get; set;

object PythonObject get;

object static_unrolling_window_size_threshold get; set;

object trainable_start_state get; set;

object transition_covariance_initial_log_scale_bias get; set;

object use_observation_noise get; set;