LostTech.TensorFlow : API Documentation

Type PowerTransform

Namespace tensorflow.contrib.distributions.bijectors

Parent Bijector

Interfaces IPowerTransform

Compute `Y = g(X) = (1 + X * c)**(1 / c), X >= -1 / c`.

The [power transform](https://en.wikipedia.org/wiki/Power_transform) maps inputs from `[0, inf]` to `[-1/c, inf]`; this is equivalent to the `inverse` of this bijector.

This bijector is equivalent to the `Exp` bijector when `c=0`.


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 power get;

The `c` in: `Y = g(X) = (1 + X * c)**(1 / c)`.

object power_dyn get;

The `c` in: `Y = g(X) = (1 + X * c)**(1 / c)`.

object PythonObject get;

bool validate_args get;

object validate_args_dyn get;