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Coding Example: Minkowski-Bouligand Dimension

Explore how to implement a function in NumPy to calculate the Minkowski-Bouligand fractal dimension of the Mandelbrot set using box-counting. Understand how to leverage NumPy’s vectorization for efficient processing of large 2D arrays representing normalized data values. This lesson guides you through a practical approach to improve code performance beyond pure Python, preparing you for advanced spatial vectorization techniques.

Note: You should look at the ufunc.reduceat method that ...