PCATransform

Inherits from: Transform

PCA wrapper using existing decomposition helpers.

Methods

__init__(self, n_components: Optional[int] = None, *, multivariate: bool = True, align: str = 'intersection', **kwargs)

Initialize self. See help(type(self)) for accurate signature.

(Inherited from Transform)

fit(self, x)

Fit the transform to the data. Returns self.

(Inherited from Transform)

fit_transform(self, x)

Fit and transform in one step.

inverse_transform(self, y)

Reverse the transform. Not all transforms support this.

(Inherited from Transform)

transform(self, x)

Apply the transform to data. Must be implemented by subclasses.

(Inherited from Transform)