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NumPy is known for being fast, but there's always room for improvement. Learn how to use Cython to iterate over NumPy arrays at the speed of C.
In general, np.linspace(a,b,n+1) creates n + 1 points, a 0, a 1,, a n, starting at a and ending at b, each spaced out by Δ x = b a n, where a k = a 0 + k Δ x. Building Random Arrays NumPy has a few ...