Saturation¶

class safe_learning.Saturation(fun, lower, upper, name='saturation')¶

Saturate the output of a DeterministicFunction.

Parameters:	fun : instance of DeterministicFunction. lower : float or arraylike Lower bound. Passed to tf.clip_by_value. upper : float or arraylike Upper bound. Passed to tf.clip_by_value.
Attributes:	`parameters` Return the variables within the current scope. `scope_name` Return the scope name of the wrapped function.

Methods

`__call__`(self, \args, \\*kwargs)	Evaluate the function using the template to ensure variable sharing.
`build_evaluation`(self, points)	Evaluation, see DeterministicFunction.evaluate.
`copy_parameters`(self, other_instance)	Return a copy of the function (copies parameters).

build_evaluation(self, points)¶: Evaluation, see DeterministicFunction.evaluate.

copy_parameters(self, other_instance)¶: Return a copy of the function (copies parameters).