LostTech.TensorFlow : API Documentation

Type AffineScalar

Namespace tensorflow.contrib.distributions.bijectors

Parent Bijector

Interfaces IAffineScalar

Compute `Y = g(X; shift, scale) = scale * X + shift`.

Examples:
Show Example 
# Y = X
            b = AffineScalar() 
 # Y = X + shift
b = AffineScalar(shift=[1., 2, 3]) 
 # Y = 2 * X + shift
b = AffineScalar(
  shift=[1., 2, 3],
  scale=2.)

Methods

Properties

Public instance methods

object forward(IEnumerable<object> x, string name)

object forward_dyn(object x, ImplicitContainer<T> name)

TensorShape forward_event_shape(object input_shape)

object forward_event_shape_dyn(object input_shape)

object forward_log_det_jacobian(IEnumerable<object> x, int event_ndims, string name)

object forward_log_det_jacobian_dyn(object x, object event_ndims, ImplicitContainer<T> name)

object inverse(IEnumerable<object> y, string name)

object inverse_dyn(object y, ImplicitContainer<T> name)

TensorShape inverse_event_shape(object output_shape)

object inverse_event_shape_dyn(object output_shape)

Tensor inverse_event_shape_tensor(object output_shape, string name)

object inverse_event_shape_tensor_dyn(object output_shape, ImplicitContainer<T> name)

object inverse_log_det_jacobian(IEnumerable<object> y, int event_ndims, string name)

object inverse_log_det_jacobian_dyn(object y, object event_ndims, ImplicitContainer<T> name)

Public properties

object dtype get;

object dtype_dyn get;

object forward_min_event_ndims get;

object forward_min_event_ndims_dyn get;

IList<object> graph_parents get;

object graph_parents_dyn get;

object inverse_min_event_ndims get;

object inverse_min_event_ndims_dyn get;

bool is_constant_jacobian get;

object is_constant_jacobian_dyn get;

object name get;

object name_dyn get;

object PythonObject get;

object scale get;

The `scale` `LinearOperator` in `Y = scale @ X + shift`.

object scale_dyn get;

The `scale` `LinearOperator` in `Y = scale @ X + shift`.

object shift get;

The `shift` `Tensor` in `Y = scale @ X + shift`.

object shift_dyn get;

The `shift` `Tensor` in `Y = scale @ X + shift`.

bool validate_args get;

object validate_args_dyn get;