Compile

compile_function(inputs, outputs, backend[, ...])	Dispatch compilation of a sympy function to one of three possible backends: numpy, or pytensor.
compile_to_numpy(inputs, outputs, cache, ...)	Convert a sympy function to a numpy function using sympy.lambdify().
compile_to_pytensor_function(inputs, ...)	Convert a sympy function to a pytensor function using pytensor.function().

Function Wrappers

dictionary_return_wrapper(f, outputs)	Wrap a function that returns a numpy array to instead return a SymbolDictionary.
stack_return_wrapper(f)	Wrap a function to return a single numpy array with all outputs stacked into a single flat array.
pop_return_wrapper(f)	Wrap a function that (potentially) returns a list of numpy arrays to instead return the 0th element of the output.
array_return_wrapper(f)	Wrap a function to convert the output to a numpy array.