types

Defines type aliases used throughout the project to improve readability.

Module: aisp.utils.types
Import: from aisp.utils import types

Type aliases

FeatureType

FeatureType: TypeAlias = Literal[
    "binary-features", "continuous-features", "ranged-features"
]

Type of input features:

• "binary-features": values like 0 or 1.
• "continuous-features": numeric continuous values.
• "ranged-features": values defined by intervals.

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FeatureTypeAll

FeatureTypeAll: TypeAlias = Union[FeatureType, Literal["permutation-features"]]

Same as FeatureType, plus:

• "permutation-features": values represented as permutation.

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MetricType

MetricType: TypeAlias = Literal["manhattan", "minkowski", "euclidean"]

Distance metric used in calculations:

• "manhattan": the Manhattan distance between two points
• "minkowski": the Minkowski distance between two points.
• "euclidean": the Euclidean distance between two points.

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