Parameters¶
Placeholder docstring
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class
sagemaker.parameter.
ParameterRange
(min_value, max_value, scaling_type='Auto')¶ Bases:
object
Base class for representing parameter ranges.
This is used to define what hyperparameters to tune for an Amazon SageMaker hyperparameter tuning job and to verify hyperparameters for Marketplace Algorithms.
Initialize a parameter range.
- Parameters
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is_valid
(value)¶ Determine if a value is valid within this ParameterRange.
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classmethod
cast_to_type
(value)¶ Placeholder docstring
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as_tuning_range
(name)¶ Represent the parameter range as a dictionary.
It is suitable for a request to create an Amazon SageMaker hyperparameter tuning job.
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class
sagemaker.parameter.
ContinuousParameter
(min_value, max_value, scaling_type='Auto')¶ Bases:
sagemaker.parameter.ParameterRange
A class for representing hyperparameters that have a continuous range of possible values.
- Parameters
Initialize a parameter range.
- Parameters
-
classmethod
cast_to_type
(value)¶ Placeholder docstring
-
class
sagemaker.parameter.
CategoricalParameter
(values)¶ Bases:
sagemaker.parameter.ParameterRange
A class for representing hyperparameters that have a discrete list of possible values.
Initialize a
CategoricalParameter
.- Parameters
values (list or object) – The possible values for the hyperparameter. This input will be converted into a list of strings.
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as_tuning_range
(name)¶ Represent the parameter range as a dictionary.
It is suitable for a request to create an Amazon SageMaker hyperparameter tuning job.
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as_json_range
(name)¶ Represent the parameter range as a dictionary.
Dictionary is suitable for a request to create an Amazon SageMaker hyperparameter tuning job using one of the deep learning frameworks.
The deep learning framework images require that hyperparameters be serialized as JSON.
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is_valid
(value)¶ Placeholder docstring
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classmethod
cast_to_type
(value)¶ Placeholder docstring
-
class
sagemaker.parameter.
IntegerParameter
(min_value, max_value, scaling_type='Auto')¶ Bases:
sagemaker.parameter.ParameterRange
A class for representing hyperparameters that have an integer range of possible values.
- Parameters
Initialize a parameter range.
- Parameters
-
classmethod
cast_to_type
(value)¶ Placeholder docstring