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Utilities related to distributions.
Classes
class DistributionSpecV2
: Describes a tfp.distribution.Distribution using nested parameters.
class Params
: The (recursive) parameters of objects exposing the parameters
property.
class SquashToSpecNormal
: Scales an input normalized action distribution to match spec bounds.
Functions
assert_specs_are_compatible(...)
: Checks that the output of network.create_variables
matches a spec.
get_parameters(...)
: Creates a recursive Params
object from value
.
make_from_parameters(...)
: Creates an instance of type value.type_
with the parameters in value
.
merge_to_parameters_from_dict(...)
: Merges dict matching data of parameters_to_dict(value)
to a new Params
.
parameters_to_dict(...)
: Converts value
to a nested dict
(excluding all type_
info).
scale_distribution_to_spec(...)
: Scales the given distribution to the bounds of the given spec.
Other Members | |
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absolute_import |
Instance of __future__._Feature
|
division |
Instance of __future__._Feature
|
print_function |
Instance of __future__._Feature
|