Singular-value decomposition mapper
Functions
accepts_dataset_as_samples(fx) | Decorator to extract samples from Datasets. |
borrowdoc(cls[, methodname]) | Return a decorator to borrow docstring from another cls.`methodname` It should not be used for __init__ methods of classes derived from ClassWithCollections since __doc__’s of those are handled by the AttributeCollector anyways. |
Classes
ElementSelector([mode]) | Base class to implement functors to select some elements based on a sequence of values. |
ProjectionMapper([demean]) | Linear mapping between multidimensional spaces. |
SVDMapper(**kwargs) | Mapper to project data onto SVD components estimated from some dataset. |