526 lines
8.7 KiB
Python
526 lines
8.7 KiB
Python
|
from typing import Any, Dict
|
||
|
|
|
||
|
|
import numpy as np
|
||
|
|
|
||
|
|
__all__ = [
|
||
|
|
'geterr',
|
||
|
|
'seterr',
|
||
|
|
'errstate',
|
||
|
|
'agm',
|
||
|
|
'airy',
|
||
|
|
'airye',
|
||
|
|
'bdtr',
|
||
|
|
'bdtrc',
|
||
|
|
'bdtri',
|
||
|
|
'bdtrik',
|
||
|
|
'bdtrin',
|
||
|
|
'bei',
|
||
|
|
'beip',
|
||
|
|
'ber',
|
||
|
|
'berp',
|
||
|
|
'besselpoly',
|
||
|
|
'beta',
|
||
|
|
'betainc',
|
||
|
|
'betaincc',
|
||
|
|
'betainccinv',
|
||
|
|
'betaincinv',
|
||
|
|
'betaln',
|
||
|
|
'binom',
|
||
|
|
'boxcox',
|
||
|
|
'boxcox1p',
|
||
|
|
'btdtr',
|
||
|
|
'btdtri',
|
||
|
|
'btdtria',
|
||
|
|
'btdtrib',
|
||
|
|
'cbrt',
|
||
|
|
'chdtr',
|
||
|
|
'chdtrc',
|
||
|
|
'chdtri',
|
||
|
|
'chdtriv',
|
||
|
|
'chndtr',
|
||
|
|
'chndtridf',
|
||
|
|
'chndtrinc',
|
||
|
|
'chndtrix',
|
||
|
|
'cosdg',
|
||
|
|
'cosm1',
|
||
|
|
'cotdg',
|
||
|
|
'dawsn',
|
||
|
|
'ellipe',
|
||
|
|
'ellipeinc',
|
||
|
|
'ellipj',
|
||
|
|
'ellipk',
|
||
|
|
'ellipkinc',
|
||
|
|
'ellipkm1',
|
||
|
|
'elliprc',
|
||
|
|
'elliprd',
|
||
|
|
'elliprf',
|
||
|
|
'elliprg',
|
||
|
|
'elliprj',
|
||
|
|
'entr',
|
||
|
|
'erf',
|
||
|
|
'erfc',
|
||
|
|
'erfcinv',
|
||
|
|
'erfcx',
|
||
|
|
'erfi',
|
||
|
|
'erfinv',
|
||
|
|
'eval_chebyc',
|
||
|
|
'eval_chebys',
|
||
|
|
'eval_chebyt',
|
||
|
|
'eval_chebyu',
|
||
|
|
'eval_gegenbauer',
|
||
|
|
'eval_genlaguerre',
|
||
|
|
'eval_hermite',
|
||
|
|
'eval_hermitenorm',
|
||
|
|
'eval_jacobi',
|
||
|
|
'eval_laguerre',
|
||
|
|
'eval_legendre',
|
||
|
|
'eval_sh_chebyt',
|
||
|
|
'eval_sh_chebyu',
|
||
|
|
'eval_sh_jacobi',
|
||
|
|
'eval_sh_legendre',
|
||
|
|
'exp1',
|
||
|
|
'exp10',
|
||
|
|
'exp2',
|
||
|
|
'expi',
|
||
|
|
'expit',
|
||
|
|
'expm1',
|
||
|
|
'expn',
|
||
|
|
'exprel',
|
||
|
|
'fdtr',
|
||
|
|
'fdtrc',
|
||
|
|
'fdtri',
|
||
|
|
'fdtridfd',
|
||
|
|
'fresnel',
|
||
|
|
'gamma',
|
||
|
|
'gammainc',
|
||
|
|
'gammaincc',
|
||
|
|
'gammainccinv',
|
||
|
|
'gammaincinv',
|
||
|
|
'gammaln',
|
||
|
|
'gammasgn',
|
||
|
|
'gdtr',
|
||
|
|
'gdtrc',
|
||
|
|
'gdtria',
|
||
|
|
'gdtrib',
|
||
|
|
'gdtrix',
|
||
|
|
'hankel1',
|
||
|
|
'hankel1e',
|
||
|
|
'hankel2',
|
||
|
|
'hankel2e',
|
||
|
|
'huber',
|
||
|
|
'hyp0f1',
|
||
|
|
'hyp1f1',
|
||
|
|
'hyp2f1',
|
||
|
|
'hyperu',
|
||
|
|
'i0',
|
||
|
|
'i0e',
|
||
|
|
'i1',
|
||
|
|
'i1e',
|
||
|
|
'inv_boxcox',
|
||
|
|
'inv_boxcox1p',
|
||
|
|
'it2i0k0',
|
||
|
|
'it2j0y0',
|
||
|
|
'it2struve0',
|
||
|
|
'itairy',
|
||
|
|
'iti0k0',
|
||
|
|
'itj0y0',
|
||
|
|
'itmodstruve0',
|
||
|
|
'itstruve0',
|
||
|
|
'iv',
|
||
|
|
'ive',
|
||
|
|
'j0',
|
||
|
|
'j1',
|
||
|
|
'jn',
|
||
|
|
'jv',
|
||
|
|
'jve',
|
||
|
|
'k0',
|
||
|
|
'k0e',
|
||
|
|
'k1',
|
||
|
|
'k1e',
|
||
|
|
'kei',
|
||
|
|
'keip',
|
||
|
|
'kelvin',
|
||
|
|
'ker',
|
||
|
|
'kerp',
|
||
|
|
'kl_div',
|
||
|
|
'kn',
|
||
|
|
'kolmogi',
|
||
|
|
'kolmogorov',
|
||
|
|
'kv',
|
||
|
|
'kve',
|
||
|
|
'log1p',
|
||
|
|
'log_expit',
|
||
|
|
'log_ndtr',
|
||
|
|
'log_wright_bessel',
|
||
|
|
'loggamma',
|
||
|
|
'logit',
|
||
|
|
'lpmv',
|
||
|
|
'mathieu_a',
|
||
|
|
'mathieu_b',
|
||
|
|
'mathieu_cem',
|
||
|
|
'mathieu_modcem1',
|
||
|
|
'mathieu_modcem2',
|
||
|
|
'mathieu_modsem1',
|
||
|
|
'mathieu_modsem2',
|
||
|
|
'mathieu_sem',
|
||
|
|
'modfresnelm',
|
||
|
|
'modfresnelp',
|
||
|
|
'modstruve',
|
||
|
|
'nbdtr',
|
||
|
|
'nbdtrc',
|
||
|
|
'nbdtri',
|
||
|
|
'nbdtrik',
|
||
|
|
'nbdtrin',
|
||
|
|
'ncfdtr',
|
||
|
|
'ncfdtri',
|
||
|
|
'ncfdtridfd',
|
||
|
|
'ncfdtridfn',
|
||
|
|
'ncfdtrinc',
|
||
|
|
'nctdtr',
|
||
|
|
'nctdtridf',
|
||
|
|
'nctdtrinc',
|
||
|
|
'nctdtrit',
|
||
|
|
'ndtr',
|
||
|
|
'ndtri',
|
||
|
|
'ndtri_exp',
|
||
|
|
'nrdtrimn',
|
||
|
|
'nrdtrisd',
|
||
|
|
'obl_ang1',
|
||
|
|
'obl_ang1_cv',
|
||
|
|
'obl_cv',
|
||
|
|
'obl_rad1',
|
||
|
|
'obl_rad1_cv',
|
||
|
|
'obl_rad2',
|
||
|
|
'obl_rad2_cv',
|
||
|
|
'owens_t',
|
||
|
|
'pbdv',
|
||
|
|
'pbvv',
|
||
|
|
'pbwa',
|
||
|
|
'pdtr',
|
||
|
|
'pdtrc',
|
||
|
|
'pdtri',
|
||
|
|
'pdtrik',
|
||
|
|
'poch',
|
||
|
|
'powm1',
|
||
|
|
'pro_ang1',
|
||
|
|
'pro_ang1_cv',
|
||
|
|
'pro_cv',
|
||
|
|
'pro_rad1',
|
||
|
|
'pro_rad1_cv',
|
||
|
|
'pro_rad2',
|
||
|
|
'pro_rad2_cv',
|
||
|
|
'pseudo_huber',
|
||
|
|
'psi',
|
||
|
|
'radian',
|
||
|
|
'rel_entr',
|
||
|
|
'rgamma',
|
||
|
|
'round',
|
||
|
|
'shichi',
|
||
|
|
'sici',
|
||
|
|
'sindg',
|
||
|
|
'smirnov',
|
||
|
|
'smirnovi',
|
||
|
|
'spence',
|
||
|
|
'sph_harm',
|
||
|
|
'stdtr',
|
||
|
|
'stdtridf',
|
||
|
|
'stdtrit',
|
||
|
|
'struve',
|
||
|
|
'tandg',
|
||
|
|
'tklmbda',
|
||
|
|
'voigt_profile',
|
||
|
|
'wofz',
|
||
|
|
'wright_bessel',
|
||
|
|
'wrightomega',
|
||
|
|
'xlog1py',
|
||
|
|
'xlogy',
|
||
|
|
'y0',
|
||
|
|
'y1',
|
||
|
|
'yn',
|
||
|
|
'yv',
|
||
|
|
'yve',
|
||
|
|
'zetac'
|
||
|
|
]
|
||
|
|
|
||
|
|
def geterr() -> Dict[str, str]: ...
|
||
|
|
def seterr(**kwargs: str) -> Dict[str, str]: ...
|
||
|
|
|
||
|
|
class errstate:
|
||
|
|
def __init__(self, **kargs: str) -> None: ...
|
||
|
|
def __enter__(self) -> None: ...
|
||
|
|
def __exit__(
|
||
|
|
self,
|
||
|
|
exc_type: Any, # Unused
|
||
|
|
exc_value: Any, # Unused
|
||
|
|
traceback: Any, # Unused
|
||
|
|
) -> None: ...
|
||
|
|
|
||
|
|
_cosine_cdf: np.ufunc
|
||
|
|
_cosine_invcdf: np.ufunc
|
||
|
|
_cospi: np.ufunc
|
||
|
|
_ellip_harm: np.ufunc
|
||
|
|
_factorial: np.ufunc
|
||
|
|
_igam_fac: np.ufunc
|
||
|
|
_kolmogc: np.ufunc
|
||
|
|
_kolmogci: np.ufunc
|
||
|
|
_kolmogp: np.ufunc
|
||
|
|
_lambertw: np.ufunc
|
||
|
|
_lanczos_sum_expg_scaled: np.ufunc
|
||
|
|
_lgam1p: np.ufunc
|
||
|
|
_log1pmx: np.ufunc
|
||
|
|
_riemann_zeta: np.ufunc
|
||
|
|
_scaled_exp1: np.ufunc
|
||
|
|
_sf_error_test_function: np.ufunc
|
||
|
|
_sinpi: np.ufunc
|
||
|
|
_smirnovc: np.ufunc
|
||
|
|
_smirnovci: np.ufunc
|
||
|
|
_smirnovp: np.ufunc
|
||
|
|
_spherical_in: np.ufunc
|
||
|
|
_spherical_in_d: np.ufunc
|
||
|
|
_spherical_jn: np.ufunc
|
||
|
|
_spherical_jn_d: np.ufunc
|
||
|
|
_spherical_kn: np.ufunc
|
||
|
|
_spherical_kn_d: np.ufunc
|
||
|
|
_spherical_yn: np.ufunc
|
||
|
|
_spherical_yn_d: np.ufunc
|
||
|
|
_stirling2_inexact: np.ufunc
|
||
|
|
_struve_asymp_large_z: np.ufunc
|
||
|
|
_struve_bessel_series: np.ufunc
|
||
|
|
_struve_power_series: np.ufunc
|
||
|
|
_zeta: np.ufunc
|
||
|
|
agm: np.ufunc
|
||
|
|
airy: np.ufunc
|
||
|
|
airye: np.ufunc
|
||
|
|
bdtr: np.ufunc
|
||
|
|
bdtrc: np.ufunc
|
||
|
|
bdtri: np.ufunc
|
||
|
|
bdtrik: np.ufunc
|
||
|
|
bdtrin: np.ufunc
|
||
|
|
bei: np.ufunc
|
||
|
|
beip: np.ufunc
|
||
|
|
ber: np.ufunc
|
||
|
|
berp: np.ufunc
|
||
|
|
besselpoly: np.ufunc
|
||
|
|
beta: np.ufunc
|
||
|
|
betainc: np.ufunc
|
||
|
|
betaincc: np.ufunc
|
||
|
|
betainccinv: np.ufunc
|
||
|
|
betaincinv: np.ufunc
|
||
|
|
betaln: np.ufunc
|
||
|
|
binom: np.ufunc
|
||
|
|
boxcox1p: np.ufunc
|
||
|
|
boxcox: np.ufunc
|
||
|
|
btdtr: np.ufunc
|
||
|
|
btdtri: np.ufunc
|
||
|
|
btdtria: np.ufunc
|
||
|
|
btdtrib: np.ufunc
|
||
|
|
cbrt: np.ufunc
|
||
|
|
chdtr: np.ufunc
|
||
|
|
chdtrc: np.ufunc
|
||
|
|
chdtri: np.ufunc
|
||
|
|
chdtriv: np.ufunc
|
||
|
|
chndtr: np.ufunc
|
||
|
|
chndtridf: np.ufunc
|
||
|
|
chndtrinc: np.ufunc
|
||
|
|
chndtrix: np.ufunc
|
||
|
|
cosdg: np.ufunc
|
||
|
|
cosm1: np.ufunc
|
||
|
|
cotdg: np.ufunc
|
||
|
|
dawsn: np.ufunc
|
||
|
|
ellipe: np.ufunc
|
||
|
|
ellipeinc: np.ufunc
|
||
|
|
ellipj: np.ufunc
|
||
|
|
ellipk: np.ufunc
|
||
|
|
ellipkinc: np.ufunc
|
||
|
|
ellipkm1: np.ufunc
|
||
|
|
elliprc: np.ufunc
|
||
|
|
elliprd: np.ufunc
|
||
|
|
elliprf: np.ufunc
|
||
|
|
elliprg: np.ufunc
|
||
|
|
elliprj: np.ufunc
|
||
|
|
entr: np.ufunc
|
||
|
|
erf: np.ufunc
|
||
|
|
erfc: np.ufunc
|
||
|
|
erfcinv: np.ufunc
|
||
|
|
erfcx: np.ufunc
|
||
|
|
erfi: np.ufunc
|
||
|
|
erfinv: np.ufunc
|
||
|
|
eval_chebyc: np.ufunc
|
||
|
|
eval_chebys: np.ufunc
|
||
|
|
eval_chebyt: np.ufunc
|
||
|
|
eval_chebyu: np.ufunc
|
||
|
|
eval_gegenbauer: np.ufunc
|
||
|
|
eval_genlaguerre: np.ufunc
|
||
|
|
eval_hermite: np.ufunc
|
||
|
|
eval_hermitenorm: np.ufunc
|
||
|
|
eval_jacobi: np.ufunc
|
||
|
|
eval_laguerre: np.ufunc
|
||
|
|
eval_legendre: np.ufunc
|
||
|
|
eval_sh_chebyt: np.ufunc
|
||
|
|
eval_sh_chebyu: np.ufunc
|
||
|
|
eval_sh_jacobi: np.ufunc
|
||
|
|
eval_sh_legendre: np.ufunc
|
||
|
|
exp10: np.ufunc
|
||
|
|
exp1: np.ufunc
|
||
|
|
exp2: np.ufunc
|
||
|
|
expi: np.ufunc
|
||
|
|
expit: np.ufunc
|
||
|
|
expm1: np.ufunc
|
||
|
|
expn: np.ufunc
|
||
|
|
exprel: np.ufunc
|
||
|
|
fdtr: np.ufunc
|
||
|
|
fdtrc: np.ufunc
|
||
|
|
fdtri: np.ufunc
|
||
|
|
fdtridfd: np.ufunc
|
||
|
|
fresnel: np.ufunc
|
||
|
|
gamma: np.ufunc
|
||
|
|
gammainc: np.ufunc
|
||
|
|
gammaincc: np.ufunc
|
||
|
|
gammainccinv: np.ufunc
|
||
|
|
gammaincinv: np.ufunc
|
||
|
|
gammaln: np.ufunc
|
||
|
|
gammasgn: np.ufunc
|
||
|
|
gdtr: np.ufunc
|
||
|
|
gdtrc: np.ufunc
|
||
|
|
gdtria: np.ufunc
|
||
|
|
gdtrib: np.ufunc
|
||
|
|
gdtrix: np.ufunc
|
||
|
|
hankel1: np.ufunc
|
||
|
|
hankel1e: np.ufunc
|
||
|
|
hankel2: np.ufunc
|
||
|
|
hankel2e: np.ufunc
|
||
|
|
huber: np.ufunc
|
||
|
|
hyp0f1: np.ufunc
|
||
|
|
hyp1f1: np.ufunc
|
||
|
|
hyp2f1: np.ufunc
|
||
|
|
hyperu: np.ufunc
|
||
|
|
i0: np.ufunc
|
||
|
|
i0e: np.ufunc
|
||
|
|
i1: np.ufunc
|
||
|
|
i1e: np.ufunc
|
||
|
|
inv_boxcox1p: np.ufunc
|
||
|
|
inv_boxcox: np.ufunc
|
||
|
|
it2i0k0: np.ufunc
|
||
|
|
it2j0y0: np.ufunc
|
||
|
|
it2struve0: np.ufunc
|
||
|
|
itairy: np.ufunc
|
||
|
|
iti0k0: np.ufunc
|
||
|
|
itj0y0: np.ufunc
|
||
|
|
itmodstruve0: np.ufunc
|
||
|
|
itstruve0: np.ufunc
|
||
|
|
iv: np.ufunc
|
||
|
|
ive: np.ufunc
|
||
|
|
j0: np.ufunc
|
||
|
|
j1: np.ufunc
|
||
|
|
jn: np.ufunc
|
||
|
|
jv: np.ufunc
|
||
|
|
jve: np.ufunc
|
||
|
|
k0: np.ufunc
|
||
|
|
k0e: np.ufunc
|
||
|
|
k1: np.ufunc
|
||
|
|
k1e: np.ufunc
|
||
|
|
kei: np.ufunc
|
||
|
|
keip: np.ufunc
|
||
|
|
kelvin: np.ufunc
|
||
|
|
ker: np.ufunc
|
||
|
|
kerp: np.ufunc
|
||
|
|
kl_div: np.ufunc
|
||
|
|
kn: np.ufunc
|
||
|
|
kolmogi: np.ufunc
|
||
|
|
kolmogorov: np.ufunc
|
||
|
|
kv: np.ufunc
|
||
|
|
kve: np.ufunc
|
||
|
|
log1p: np.ufunc
|
||
|
|
log_expit: np.ufunc
|
||
|
|
log_ndtr: np.ufunc
|
||
|
|
log_wright_bessel: np.ufunc
|
||
|
|
loggamma: np.ufunc
|
||
|
|
logit: np.ufunc
|
||
|
|
lpmv: np.ufunc
|
||
|
|
mathieu_a: np.ufunc
|
||
|
|
mathieu_b: np.ufunc
|
||
|
|
mathieu_cem: np.ufunc
|
||
|
|
mathieu_modcem1: np.ufunc
|
||
|
|
mathieu_modcem2: np.ufunc
|
||
|
|
mathieu_modsem1: np.ufunc
|
||
|
|
mathieu_modsem2: np.ufunc
|
||
|
|
mathieu_sem: np.ufunc
|
||
|
|
modfresnelm: np.ufunc
|
||
|
|
modfresnelp: np.ufunc
|
||
|
|
modstruve: np.ufunc
|
||
|
|
nbdtr: np.ufunc
|
||
|
|
nbdtrc: np.ufunc
|
||
|
|
nbdtri: np.ufunc
|
||
|
|
nbdtrik: np.ufunc
|
||
|
|
nbdtrin: np.ufunc
|
||
|
|
ncfdtr: np.ufunc
|
||
|
|
ncfdtri: np.ufunc
|
||
|
|
ncfdtridfd: np.ufunc
|
||
|
|
ncfdtridfn: np.ufunc
|
||
|
|
ncfdtrinc: np.ufunc
|
||
|
|
nctdtr: np.ufunc
|
||
|
|
nctdtridf: np.ufunc
|
||
|
|
nctdtrinc: np.ufunc
|
||
|
|
nctdtrit: np.ufunc
|
||
|
|
ndtr: np.ufunc
|
||
|
|
ndtri: np.ufunc
|
||
|
|
ndtri_exp: np.ufunc
|
||
|
|
nrdtrimn: np.ufunc
|
||
|
|
nrdtrisd: np.ufunc
|
||
|
|
obl_ang1: np.ufunc
|
||
|
|
obl_ang1_cv: np.ufunc
|
||
|
|
obl_cv: np.ufunc
|
||
|
|
obl_rad1: np.ufunc
|
||
|
|
obl_rad1_cv: np.ufunc
|
||
|
|
obl_rad2: np.ufunc
|
||
|
|
obl_rad2_cv: np.ufunc
|
||
|
|
owens_t: np.ufunc
|
||
|
|
pbdv: np.ufunc
|
||
|
|
pbvv: np.ufunc
|
||
|
|
pbwa: np.ufunc
|
||
|
|
pdtr: np.ufunc
|
||
|
|
pdtrc: np.ufunc
|
||
|
|
pdtri: np.ufunc
|
||
|
|
pdtrik: np.ufunc
|
||
|
|
poch: np.ufunc
|
||
|
|
powm1: np.ufunc
|
||
|
|
pro_ang1: np.ufunc
|
||
|
|
pro_ang1_cv: np.ufunc
|
||
|
|
pro_cv: np.ufunc
|
||
|
|
pro_rad1: np.ufunc
|
||
|
|
pro_rad1_cv: np.ufunc
|
||
|
|
pro_rad2: np.ufunc
|
||
|
|
pro_rad2_cv: np.ufunc
|
||
|
|
pseudo_huber: np.ufunc
|
||
|
|
psi: np.ufunc
|
||
|
|
radian: np.ufunc
|
||
|
|
rel_entr: np.ufunc
|
||
|
|
rgamma: np.ufunc
|
||
|
|
round: np.ufunc
|
||
|
|
shichi: np.ufunc
|
||
|
|
sici: np.ufunc
|
||
|
|
sindg: np.ufunc
|
||
|
|
smirnov: np.ufunc
|
||
|
|
smirnovi: np.ufunc
|
||
|
|
spence: np.ufunc
|
||
|
|
sph_harm: np.ufunc
|
||
|
|
stdtr: np.ufunc
|
||
|
|
stdtridf: np.ufunc
|
||
|
|
stdtrit: np.ufunc
|
||
|
|
struve: np.ufunc
|
||
|
|
tandg: np.ufunc
|
||
|
|
tklmbda: np.ufunc
|
||
|
|
voigt_profile: np.ufunc
|
||
|
|
wofz: np.ufunc
|
||
|
|
wright_bessel: np.ufunc
|
||
|
|
wrightomega: np.ufunc
|
||
|
|
xlog1py: np.ufunc
|
||
|
|
xlogy: np.ufunc
|
||
|
|
y0: np.ufunc
|
||
|
|
y1: np.ufunc
|
||
|
|
yn: np.ufunc
|
||
|
|
yv: np.ufunc
|
||
|
|
yve: np.ufunc
|
||
|
|
zetac: np.ufunc
|
||
|
|
|