Source code for ezyrb.reduction.reduction

"""Module for the Reduction abstract class."""

from abc import ABC, abstractmethod



[docs]
class Reduction(ABC):
    """
    The abstract Reduction class.

    All the classes that implement dimensionality reduction should be inherited
    from this class.
    """

[docs]
    @abstractmethod
    def fit(self):
        """Abstract `fit`"""



[docs]
    @abstractmethod
    def transform(self):
        """Abstract `transform`"""



[docs]
    @abstractmethod
    def inverse_transform(self):
        """Abstract `inverse_transform`"""



[docs]
    @abstractmethod
    def expand(self):
        """Abstract `expand`"""



[docs]
    @abstractmethod
    def reduce(self):
        """Abstract `reduce`"""