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) | 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://docs.scipy.org/doc/numpy-1.13.0/reference/routines.functional.html