cuvis_ai.node.base.BaseUnsupervised

class cuvis_ai.node.base.BaseUnsupervised[source]

Bases: ABC, CubeConsumer

Abstract node for all unsupervised classifiers to follow.

Parameters:: ABC (ABC) – Defines node as a base class.

__init__()

Methods

`__init__`()
`fit`(X)	_summary_
`forward`(Any)	Transform

abstract fit(X: Any)[source]

_summary_

Parameters:: X (Any) – Generic method to initialize a classifier with data.

abstract forward(Any) → Any[source]

Transform

Parameters:: X (Any) – Generic method to pass new data through the unsupervised classifier.
Returns:: Return type and shape must be defined by the implemented child classes.
Return type:: Any