tfp.util.BatchedComponentProperties | TensorFlow Probability (original) (raw)
tfp.util.BatchedComponentProperties
Alias to assist in defining properties of non-Tensor parameters.
Inherits From: ParameterProperties
tfp.util.BatchedComponentProperties(
event_ndims=0,
event_ndims_tensor=None,
default_constraining_bijector_fn=None,
is_preferred=True
)
| Attributes | |
|---|---|
| event_ndims | A namedtuple alias for field number 0 |
| event_ndims_tensor | A namedtuple alias for field number 1 |
| shape_fn | A namedtuple alias for field number 2 |
| default_constraining_bijector_fn | A namedtuple alias for field number 3 |
| is_preferred | A namedtuple alias for field number 4 |
| is_tensor | A namedtuple alias for field number 5 |
| specifies_shape | A namedtuple alias for field number 6 |
Methods
bijector_instance_event_ndims
bijector_instance_event_ndims(
bijector, x_event_ndims, require_static=False
)
Computes parameter event_ndims when parameterizing a bijector.
instance_event_ndims
instance_event_ndims(
instance, require_static=False
)
| Class Variables | |
|---|---|
| NO_EVENT_NDIMS | 'INTERNAL_NO_EVENT_NDIMS' |
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Last updated 2023-11-21 UTC.