LostTech.TensorFlow : API Documentation

Type MatrixInverseTriL

Namespace tensorflow.contrib.distributions.bijectors

Parent Bijector

Interfaces IMatrixInverseTriL

Computes `g(L) = inv(L)`, where `L` is a lower-triangular matrix.

`L` must be nonsingular; equivalently, all diagonal entries of `L` must be nonzero.

The input must have `rank >= 2`. The input is treated as a batch of matrices with batch shape `input.shape[:-2]`, where each matrix has dimensions `input.shape[-2]` by `input.shape[-1]` (hence `input.shape[-2]` must equal `input.shape[-1]`).

#### Examples
Show Example 
tfd.bijectors.MatrixInverseTriL().forward(x=[[1., 0], [2, 1]])
            # Result: [[1., 0], [-2, 1]], i.e., inv(x) 
 tfd.bijectors.MatrixInverseTriL().inverse(y=[[1., 0], [-2, 1]])
# Result: [[1., 0], [2, 1]], i.e., inv(y).

Properties

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;

bool validate_args get;

object validate_args_dyn get;