def __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`
"""
self.X = X
self.y = y
self.batch_size = batch_size
self.process_fn = process_fn or (lambda x: x)
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