Source: keras_text/generators.py#L0

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ProcessingSequence

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ProcessingSequence.__init__

__init__(self, X, y, batch_size, process_fn=None)

A Sequence implementation that can pre-process a mini-batch via process_fn

Args:

• X: The numpy array of inputs.
• y: The numpy array of targets.
• batch_size: The generator mini-batch size.
• process_fn: The preprocessing function to apply on X

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ProcessingSequence.on_epoch_end

on_epoch_end(self)

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BalancedSequence

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BalancedSequence.__init__

__init__(self, X, y, batch_size, process_fn=None)

A Sequence implementation that returns balanced y by undersampling majority class.

Args:

• X: The numpy array of inputs.
• y: The numpy array of targets.
• batch_size: The generator mini-batch size.
• process_fn: The preprocessing function to apply on X

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BalancedSequence.on_epoch_end

on_epoch_end(self)