Functional programming

apply_along_axis(func1d, axis, arr, *args, …)

Apply a function to 1-D slices along the given axis.

apply_over_axes(func, a, axes)

Apply a function repeatedly over multiple axes.

vectorize(pyfunc[, otypes, doc, excluded, …])

Generalized function class.

frompyfunc(func, nin, nout, *[, identity])

Takes an arbitrary Python function and returns a NumPy ufunc.

piecewise(x, condlist, funclist, *args, **kw)

Evaluate a piecewise-defined function.

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https://numpy.org/doc/1.21/reference/routines.functional.html