neupy.init.Orthogonal

class neupy.init.Orthogonal[source]

Initialize matrix with orthogonal basis.

Parameters:
scale : int, float

Scales output matrix by a specified factor. Defaults to 1.

seed : None or int

Random seed. Integer value will make results reproducible. Defaults to None.
Raises:
ValueError

In case if tensor shape has more than 2 dimensions.

Methods

sample(shape, return_array=False) Returns tensorflow’s tensor or numpy array with specified shape. Type of the object depends on the return_array value. Numpy array will be returned when return_array=True and tensor otherwise.
sample(shape, return_array=False)[source]

Returns tensorflow’s tensor with specified shape.

Parameters:
shape : tuple

Parameter shape.

return_array : bool

Returns numpy’s array when equal to True and tensorflow’s tensor when equal to False. Defaults to False.
Returns:
array-like or Tensor