from functools import wraps
from math import log

from numpy import logspace as numpy_logspace

@wraps(numpy_logspace, assigned=('__annotations__', '__type_params__'))
def logspace(start, stop, *args_rest, **kwargs):
    return numpy_logspace(log(start), log(stop), *args_rest, **kwargs)