Web Reference: Matrix or vector norm. This function is able to return one of eight different matrix norms, or one of an infinite number of vector norms (described below), depending on the value of the ord parameter. normalize requires a 2D input. You can pass the axis= argument to specify whether you want to apply the normalization across the rows or columns of your input array. Note that the 'norm' argument of the normalize function can be either 'l1' or 'l2' and the default is 'l2'. Jul 23, 2025 · This method uses pure NumPy operations to scale all values in an array to a desired range, usually [0, 1]. It's fast, efficient and works well when you're handling normalization manually without external libraries.
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