LostTech.TensorFlow : API Documentation

Type ConditionalDistribution

Namespace tensorflow.contrib.distributions

Parent Distribution

Interfaces IConditionalDistribution

Distribution that supports intrinsic parameters (local latents).

Subclasses of this distribution may have additional keyword arguments passed to their sample-based methods (i.e. `sample`, `log_prob`, etc.).

Methods

Properties

Public instance methods

object log_prob(object value, string name, IDictionary<string, object> condition_kwargs)

##### `kwargs`:

* `**condition_kwargs`: Named arguments forwarded to subclass implementation.

object log_prob_dyn(object value, ImplicitContainer<T> name, IDictionary<string, object> condition_kwargs)

##### `kwargs`:

* `**condition_kwargs`: Named arguments forwarded to subclass implementation.

object prob(double value, string name, IDictionary<string, object> condition_kwargs)

##### `kwargs`:

* `**condition_kwargs`: Named arguments forwarded to subclass implementation.

object prob(ndarray value, string name, IDictionary<string, object> condition_kwargs)

##### `kwargs`:

* `**condition_kwargs`: Named arguments forwarded to subclass implementation.

object prob(IEnumerable<double> value, string name, IDictionary<string, object> condition_kwargs)

##### `kwargs`:

* `**condition_kwargs`: Named arguments forwarded to subclass implementation.

Public properties

object allow_nan_stats get;

object allow_nan_stats_dyn get;

TensorShape batch_shape get;

object batch_shape_dyn get;

object dtype get;

object dtype_dyn get;

TensorShape event_shape get;

object event_shape_dyn get;

string name get;

object name_dyn get;

IDictionary<object, object> parameters get;

object parameters_dyn get;

object PythonObject get;

object reparameterization_type get;

object reparameterization_type_dyn get;

object validate_args get;

object validate_args_dyn get;