module sklapi.sklearn_parameters

Inheritance diagram of mlinsights.sklapi.sklearn_parameters

Short summary

module mlinsights.sklapi.sklearn_parameters

Defines class SkLearnParameters.

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Classes

class

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SkException

custom exception

SkLearnParameters

Defines a class to store parameters of a learner or a transform.

Properties

property

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Keys

Returns parameter names.

Methods

method

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__init__

Stores parameters as members of the class itself.

__repr__

usual

to_dict

Returns parameters as a dictionary.

validate

Verifies a parameter and its value.

Documentation

Defines class SkLearnParameters.

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exception mlinsights.sklapi.sklearn_parameters.SkException[source]

Bases: Exception

custom exception

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class mlinsights.sklapi.sklearn_parameters.SkLearnParameters(**kwargs)[source]

Bases: object

Defines a class to store parameters of a learner or a transform.

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Stores parameters as members of the class itself.

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property Keys

Returns parameter names.

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__init__(**kwargs)[source]

Stores parameters as members of the class itself.

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__repr__()[source]

usual

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to_dict()[source]

Returns parameters as a dictionary.

Returns

dict

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validate(name, value)[source]

Verifies a parameter and its value.

Parameters
  • name – name

  • value – value

@raises raises SkException if error

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