filecachetools - cachetools compatible persistent cache:

from filecachetools import lru_cache

@lru_cache('complex_computation')
def complex_computation(a, b):
    return a + b

This example will create a directory ~/.cache/complex_computation/ where it will create a cache file for each set of arguments to the function. This way, the cache will persist accross runs of the program.