python numpy vector math - Stack Overflow
https://stackoverflow.com/questions/1204915420.8.2012 · The whole of numpy is based on arrays. Yes. linalg.norm (v) is a good way to get the length of a vector. But what you get depends on the possible second argument to norm! Read the docs. To normalize a vector, just divide it by the length you calculated in (2). Division of arrays by a scalar is also element-wise. An example in ipython:
numpy.vectorize — NumPy v1.22 Manual
numpy.org › generated › numpynumpy.vectorize¶ class numpy. vectorize (pyfunc, otypes = None, doc = None, excluded = None, cache = False, signature = None) [source] ¶. Generalized function class. Define a vectorized function which takes a nested sequence of objects or numpy arrays as inputs and returns a single numpy array or a tuple of numpy arrays.