<ul><li>NumPy arrays can be created from various sources, including Python lists, tuples, and even existing arrays.</li><li>Direct creation using np.array() is the most straightforward method, but other functions like np.zeros(), np.ones(), and np.arange() offer specialized array generation capabilities.</li><li>NumPy arrays provide efficient data handling, manipulation, and operations such as arithmetic, element-wise operations, matrix operations, and reshaping.</li><li>NumPy's broadcasting mechanism simplifies operations between arrays of different shapes, eliminating the need for explicit loops and leading to significant performance gains.</li></ul>

How to create a numpy.array from a list of floats with shared-memory with version 2.1.3

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