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Returns a random special orthogonal matrix distributed with Haar measure.

dim The width and height of the matrix.
random_state A seed (int) or np.random.RandomState class to use when generating random values. If not set, defaults to using the module methods in np.random.

The sampled special orthogonal matrix.