Module `ktrain.preprocessor`

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from .imports import *


class Preprocessor(ABC):
    """
    ```
    Abstract class to preprocess data
    ```
    """

    @abstractmethod
    def get_preprocessor(self):
        pass

    @abstractmethod
    def get_classes(self):
        pass

    @abstractmethod
    def preprocess(self):
        pass

    def undo(self, data_instance):
        return data_instance

Classes

class Preprocessor

Abstract class to preprocess data

Expand source code

class Preprocessor(ABC):
    """
    ```
    Abstract class to preprocess data
    ```
    """

    @abstractmethod
    def get_preprocessor(self):
        pass

    @abstractmethod
    def get_classes(self):
        pass

    @abstractmethod
    def preprocess(self):
        pass

    def undo(self, data_instance):
        return data_instance

Ancestors

abc.ABC

Subclasses

Methods

def get_classes(self)

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@abstractmethod
def get_classes(self):
    pass

def get_preprocessor(self)

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@abstractmethod
def get_preprocessor(self):
    pass

def preprocess(self)

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@abstractmethod
def preprocess(self):
    pass

def undo(self, data_instance)

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def undo(self, data_instance):
    return data_instance