whylogs.experimental.preprocess.embeddings.selectors#
Module Contents#
Classes#
Helper class that provides a standard way to create an ABC using |
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Helper class that provides a standard way to create an ABC using |
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Helper class that provides a standard way to create an ABC using |
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Helper class that provides a standard way to create an ABC using |
Attributes#
- whylogs.experimental.preprocess.embeddings.selectors.logger#
- class whylogs.experimental.preprocess.embeddings.selectors.ReferenceSelector#
Bases:
abc.ABCHelper class that provides a standard way to create an ABC using inheritance.
- class whylogs.experimental.preprocess.embeddings.selectors.PCACentroidsSelector(n_components: int = 2, lower_percentile_limit: float = 0, upper_percentile_limit: float = 0)#
Bases:
ReferenceSelectorHelper class that provides a standard way to create an ABC using inheritance.
- class whylogs.experimental.preprocess.embeddings.selectors.KMeansSelector(n_clusters: int = 8, kmeans_kwargs={})#
Bases:
ReferenceSelectorHelper class that provides a standard way to create an ABC using inheritance.
- Parameters
n_clusters (int) –
- class whylogs.experimental.preprocess.embeddings.selectors.PCAKMeansSelector(n_clusters: int = 8, n_components: int = 2, kmeans_kwargs={})#
Bases:
ReferenceSelectorHelper class that provides a standard way to create an ABC using inheritance.