Web Reference: This is easiest to think about with a rank 2 array where the corners of the padded array are calculated by using padded values from the first axis. The padding function, if used, should modify a rank 1 array in-place. Jun 6, 2022 · In this tutorial, you’ll learn how to use the powerful NumPy pad function to pad arrays and matrices in NumPy and Python. The function is a powerful method that is often used in deep learning, especially in developing convolutional neural networks. Dec 11, 2025 · NumPy provides the numpy.pad () function, which allows adding borders of any width and value. This is commonly done when preparing matrices for image processing, padding operations, or structural modifications. Example: This example shows how a border is added around a 2×2 array.
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