peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/scipy
/special
/_precompute
/wrightomega.py
import numpy as np | |
try: | |
import mpmath | |
except ImportError: | |
pass | |
def mpmath_wrightomega(x): | |
return mpmath.lambertw(mpmath.exp(x), mpmath.mpf('-0.5')) | |
def wrightomega_series_error(x): | |
series = x | |
desired = mpmath_wrightomega(x) | |
return abs(series - desired) / desired | |
def wrightomega_exp_error(x): | |
exponential_approx = mpmath.exp(x) | |
desired = mpmath_wrightomega(x) | |
return abs(exponential_approx - desired) / desired | |
def main(): | |
desired_error = 2 * np.finfo(float).eps | |
print('Series Error') | |
for x in [1e5, 1e10, 1e15, 1e20]: | |
with mpmath.workdps(100): | |
error = wrightomega_series_error(x) | |
print(x, error, error < desired_error) | |
print('Exp error') | |
for x in [-10, -25, -50, -100, -200, -400, -700, -740]: | |
with mpmath.workdps(100): | |
error = wrightomega_exp_error(x) | |
print(x, error, error < desired_error) | |
if __name__ == '__main__': | |
main() | |