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# This file is automatically generated by _generate_pyx.py.
# Do not edit manually!
"""
.. highlight:: cython
Cython API for special functions
================================
Scalar, typed versions of many of the functions in ``scipy.special``
can be accessed directly from Cython; the complete list is given
below. Functions are overloaded using Cython fused types so their
names match their Python counterpart. The module follows the following
conventions:
- If a function's Python counterpart returns multiple values, then the
function returns its outputs via pointers in the final arguments.
- If a function's Python counterpart returns a single value, then the
function's output is returned directly.
The module is usable from Cython via::
cimport scipy.special.cython_special
Error handling
--------------
Functions can indicate an error by returning ``nan``; however they
cannot emit warnings like their counterparts in ``scipy.special``.
Available functions
-------------------
- :py:func:`~scipy.special.voigt_profile`::
double voigt_profile(double, double, double)
- :py:func:`~scipy.special.agm`::
double agm(double, double)
- :py:func:`~scipy.special.airy`::
void airy(double, double *, double *, double *, double *)
void airy(double complex, double complex *, double complex *, double complex *, double complex *)
- :py:func:`~scipy.special.airye`::
void airye(double complex, double complex *, double complex *, double complex *, double complex *)
void airye(double, double *, double *, double *, double *)
- :py:func:`~scipy.special.bdtr`::
double bdtr(double, double, double)
double bdtr(double, long, double)
- :py:func:`~scipy.special.bdtrc`::
double bdtrc(double, double, double)
double bdtrc(double, long, double)
- :py:func:`~scipy.special.bdtri`::
double bdtri(double, double, double)
double bdtri(double, long, double)
- :py:func:`~scipy.special.bdtrik`::
double bdtrik(double, double, double)
- :py:func:`~scipy.special.bdtrin`::
double bdtrin(double, double, double)
- :py:func:`~scipy.special.bei`::
double bei(double)
- :py:func:`~scipy.special.beip`::
double beip(double)
- :py:func:`~scipy.special.ber`::
double ber(double)
- :py:func:`~scipy.special.berp`::
double berp(double)
- :py:func:`~scipy.special.besselpoly`::
double besselpoly(double, double, double)
- :py:func:`~scipy.special.beta`::
double beta(double, double)
- :py:func:`~scipy.special.betainc`::
float betainc(float, float, float)
double betainc(double, double, double)
- :py:func:`~scipy.special.betaincc`::
float betaincc(float, float, float)
double betaincc(double, double, double)
- :py:func:`~scipy.special.betaincinv`::
float betaincinv(float, float, float)
double betaincinv(double, double, double)
- :py:func:`~scipy.special.betainccinv`::
float betainccinv(float, float, float)
double betainccinv(double, double, double)
- :py:func:`~scipy.special.betaln`::
double betaln(double, double)
- :py:func:`~scipy.special.binom`::
double binom(double, double)
- :py:func:`~scipy.special.boxcox`::
double boxcox(double, double)
- :py:func:`~scipy.special.boxcox1p`::
double boxcox1p(double, double)
- :py:func:`~scipy.special.btdtr`::
double btdtr(double, double, double)
- :py:func:`~scipy.special.btdtri`::
double btdtri(double, double, double)
- :py:func:`~scipy.special.btdtria`::
double btdtria(double, double, double)
- :py:func:`~scipy.special.btdtrib`::
double btdtrib(double, double, double)
- :py:func:`~scipy.special.cbrt`::
double cbrt(double)
- :py:func:`~scipy.special.chdtr`::
double chdtr(double, double)
- :py:func:`~scipy.special.chdtrc`::
double chdtrc(double, double)
- :py:func:`~scipy.special.chdtri`::
double chdtri(double, double)
- :py:func:`~scipy.special.chdtriv`::
double chdtriv(double, double)
- :py:func:`~scipy.special.chndtr`::
double chndtr(double, double, double)
- :py:func:`~scipy.special.chndtridf`::
double chndtridf(double, double, double)
- :py:func:`~scipy.special.chndtrinc`::
double chndtrinc(double, double, double)
- :py:func:`~scipy.special.chndtrix`::
double chndtrix(double, double, double)
- :py:func:`~scipy.special.cosdg`::
double cosdg(double)
- :py:func:`~scipy.special.cosm1`::
double cosm1(double)
- :py:func:`~scipy.special.cotdg`::
double cotdg(double)
- :py:func:`~scipy.special.dawsn`::
double dawsn(double)
double complex dawsn(double complex)
- :py:func:`~scipy.special.ellipe`::
double ellipe(double)
- :py:func:`~scipy.special.ellipeinc`::
double ellipeinc(double, double)
- :py:func:`~scipy.special.ellipj`::
void ellipj(double, double, double *, double *, double *, double *)
- :py:func:`~scipy.special.ellipkinc`::
double ellipkinc(double, double)
- :py:func:`~scipy.special.ellipkm1`::
double ellipkm1(double)
- :py:func:`~scipy.special.ellipk`::
double ellipk(double)
- :py:func:`~scipy.special.elliprc`::
double elliprc(double, double)
double complex elliprc(double complex, double complex)
- :py:func:`~scipy.special.elliprd`::
double elliprd(double, double, double)
double complex elliprd(double complex, double complex, double complex)
- :py:func:`~scipy.special.elliprf`::
double elliprf(double, double, double)
double complex elliprf(double complex, double complex, double complex)
- :py:func:`~scipy.special.elliprg`::
double elliprg(double, double, double)
double complex elliprg(double complex, double complex, double complex)
- :py:func:`~scipy.special.elliprj`::
double elliprj(double, double, double, double)
double complex elliprj(double complex, double complex, double complex, double complex)
- :py:func:`~scipy.special.entr`::
double entr(double)
- :py:func:`~scipy.special.erf`::
double complex erf(double complex)
double erf(double)
- :py:func:`~scipy.special.erfc`::
double complex erfc(double complex)
double erfc(double)
- :py:func:`~scipy.special.erfcx`::
double erfcx(double)
double complex erfcx(double complex)
- :py:func:`~scipy.special.erfi`::
double erfi(double)
double complex erfi(double complex)
- :py:func:`~scipy.special.erfinv`::
float erfinv(float)
double erfinv(double)
- :py:func:`~scipy.special.erfcinv`::
double erfcinv(double)
- :py:func:`~scipy.special.eval_chebyc`::
double complex eval_chebyc(double, double complex)
double eval_chebyc(double, double)
double eval_chebyc(long, double)
- :py:func:`~scipy.special.eval_chebys`::
double complex eval_chebys(double, double complex)
double eval_chebys(double, double)
double eval_chebys(long, double)
- :py:func:`~scipy.special.eval_chebyt`::
double complex eval_chebyt(double, double complex)
double eval_chebyt(double, double)
double eval_chebyt(long, double)
- :py:func:`~scipy.special.eval_chebyu`::
double complex eval_chebyu(double, double complex)
double eval_chebyu(double, double)
double eval_chebyu(long, double)
- :py:func:`~scipy.special.eval_gegenbauer`::
double complex eval_gegenbauer(double, double, double complex)
double eval_gegenbauer(double, double, double)
double eval_gegenbauer(long, double, double)
- :py:func:`~scipy.special.eval_genlaguerre`::
double complex eval_genlaguerre(double, double, double complex)
double eval_genlaguerre(double, double, double)
double eval_genlaguerre(long, double, double)
- :py:func:`~scipy.special.eval_hermite`::
double eval_hermite(long, double)
- :py:func:`~scipy.special.eval_hermitenorm`::
double eval_hermitenorm(long, double)
- :py:func:`~scipy.special.eval_jacobi`::
double complex eval_jacobi(double, double, double, double complex)
double eval_jacobi(double, double, double, double)
double eval_jacobi(long, double, double, double)
- :py:func:`~scipy.special.eval_laguerre`::
double complex eval_laguerre(double, double complex)
double eval_laguerre(double, double)
double eval_laguerre(long, double)
- :py:func:`~scipy.special.eval_legendre`::
double complex eval_legendre(double, double complex)
double eval_legendre(double, double)
double eval_legendre(long, double)
- :py:func:`~scipy.special.eval_sh_chebyt`::
double complex eval_sh_chebyt(double, double complex)
double eval_sh_chebyt(double, double)
double eval_sh_chebyt(long, double)
- :py:func:`~scipy.special.eval_sh_chebyu`::
double complex eval_sh_chebyu(double, double complex)
double eval_sh_chebyu(double, double)
double eval_sh_chebyu(long, double)
- :py:func:`~scipy.special.eval_sh_jacobi`::
double complex eval_sh_jacobi(double, double, double, double complex)
double eval_sh_jacobi(double, double, double, double)
double eval_sh_jacobi(long, double, double, double)
- :py:func:`~scipy.special.eval_sh_legendre`::
double complex eval_sh_legendre(double, double complex)
double eval_sh_legendre(double, double)
double eval_sh_legendre(long, double)
- :py:func:`~scipy.special.exp1`::
double complex exp1(double complex)
double exp1(double)
- :py:func:`~scipy.special.exp10`::
double exp10(double)
- :py:func:`~scipy.special.exp2`::
double exp2(double)
- :py:func:`~scipy.special.expi`::
double complex expi(double complex)
double expi(double)
- :py:func:`~scipy.special.expit`::
double expit(double)
float expit(float)
long double expit(long double)
- :py:func:`~scipy.special.expm1`::
double complex expm1(double complex)
double expm1(double)
- :py:func:`~scipy.special.expn`::
double expn(double, double)
double expn(long, double)
- :py:func:`~scipy.special.exprel`::
double exprel(double)
- :py:func:`~scipy.special.fdtr`::
double fdtr(double, double, double)
- :py:func:`~scipy.special.fdtrc`::
double fdtrc(double, double, double)
- :py:func:`~scipy.special.fdtri`::
double fdtri(double, double, double)
- :py:func:`~scipy.special.fdtridfd`::
double fdtridfd(double, double, double)
- :py:func:`~scipy.special.fresnel`::
void fresnel(double, double *, double *)
void fresnel(double complex, double complex *, double complex *)
- :py:func:`~scipy.special.gamma`::
double complex gamma(double complex)
double gamma(double)
- :py:func:`~scipy.special.gammainc`::
double gammainc(double, double)
- :py:func:`~scipy.special.gammaincc`::
double gammaincc(double, double)
- :py:func:`~scipy.special.gammainccinv`::
double gammainccinv(double, double)
- :py:func:`~scipy.special.gammaincinv`::
double gammaincinv(double, double)
- :py:func:`~scipy.special.gammaln`::
double gammaln(double)
- :py:func:`~scipy.special.gammasgn`::
double gammasgn(double)
- :py:func:`~scipy.special.gdtr`::
double gdtr(double, double, double)
- :py:func:`~scipy.special.gdtrc`::
double gdtrc(double, double, double)
- :py:func:`~scipy.special.gdtria`::
double gdtria(double, double, double)
- :py:func:`~scipy.special.gdtrib`::
double gdtrib(double, double, double)
- :py:func:`~scipy.special.gdtrix`::
double gdtrix(double, double, double)
- :py:func:`~scipy.special.hankel1`::
double complex hankel1(double, double complex)
- :py:func:`~scipy.special.hankel1e`::
double complex hankel1e(double, double complex)
- :py:func:`~scipy.special.hankel2`::
double complex hankel2(double, double complex)
- :py:func:`~scipy.special.hankel2e`::
double complex hankel2e(double, double complex)
- :py:func:`~scipy.special.huber`::
double huber(double, double)
- :py:func:`~scipy.special.hyp0f1`::
double complex hyp0f1(double, double complex)
double hyp0f1(double, double)
- :py:func:`~scipy.special.hyp1f1`::
double hyp1f1(double, double, double)
double complex hyp1f1(double, double, double complex)
- :py:func:`~scipy.special.hyp2f1`::
double hyp2f1(double, double, double, double)
double complex hyp2f1(double, double, double, double complex)
- :py:func:`~scipy.special.hyperu`::
double hyperu(double, double, double)
- :py:func:`~scipy.special.i0`::
double i0(double)
- :py:func:`~scipy.special.i0e`::
double i0e(double)
- :py:func:`~scipy.special.i1`::
double i1(double)
- :py:func:`~scipy.special.i1e`::
double i1e(double)
- :py:func:`~scipy.special.inv_boxcox`::
double inv_boxcox(double, double)
- :py:func:`~scipy.special.inv_boxcox1p`::
double inv_boxcox1p(double, double)
- :py:func:`~scipy.special.it2i0k0`::
void it2i0k0(double, double *, double *)
- :py:func:`~scipy.special.it2j0y0`::
void it2j0y0(double, double *, double *)
- :py:func:`~scipy.special.it2struve0`::
double it2struve0(double)
- :py:func:`~scipy.special.itairy`::
void itairy(double, double *, double *, double *, double *)
- :py:func:`~scipy.special.iti0k0`::
void iti0k0(double, double *, double *)
- :py:func:`~scipy.special.itj0y0`::
void itj0y0(double, double *, double *)
- :py:func:`~scipy.special.itmodstruve0`::
double itmodstruve0(double)
- :py:func:`~scipy.special.itstruve0`::
double itstruve0(double)
- :py:func:`~scipy.special.iv`::
double complex iv(double, double complex)
double iv(double, double)
- :py:func:`~scipy.special.ive`::
double complex ive(double, double complex)
double ive(double, double)
- :py:func:`~scipy.special.j0`::
double j0(double)
- :py:func:`~scipy.special.j1`::
double j1(double)
- :py:func:`~scipy.special.jv`::
double complex jv(double, double complex)
double jv(double, double)
- :py:func:`~scipy.special.jve`::
double complex jve(double, double complex)
double jve(double, double)
- :py:func:`~scipy.special.k0`::
double k0(double)
- :py:func:`~scipy.special.k0e`::
double k0e(double)
- :py:func:`~scipy.special.k1`::
double k1(double)
- :py:func:`~scipy.special.k1e`::
double k1e(double)
- :py:func:`~scipy.special.kei`::
double kei(double)
- :py:func:`~scipy.special.keip`::
double keip(double)
- :py:func:`~scipy.special.kelvin`::
void kelvin(double, double complex *, double complex *, double complex *, double complex *)
- :py:func:`~scipy.special.ker`::
double ker(double)
- :py:func:`~scipy.special.kerp`::
double kerp(double)
- :py:func:`~scipy.special.kl_div`::
double kl_div(double, double)
- :py:func:`~scipy.special.kn`::
double kn(double, double)
double kn(long, double)
- :py:func:`~scipy.special.kolmogi`::
double kolmogi(double)
- :py:func:`~scipy.special.kolmogorov`::
double kolmogorov(double)
- :py:func:`~scipy.special.kv`::
double complex kv(double, double complex)
double kv(double, double)
- :py:func:`~scipy.special.kve`::
double complex kve(double, double complex)
double kve(double, double)
- :py:func:`~scipy.special.log1p`::
double complex log1p(double complex)
double log1p(double)
- :py:func:`~scipy.special.log_expit`::
double log_expit(double)
float log_expit(float)
long double log_expit(long double)
- :py:func:`~scipy.special.log_ndtr`::
double log_ndtr(double)
double complex log_ndtr(double complex)
- :py:func:`~scipy.special.loggamma`::
double loggamma(double)
double complex loggamma(double complex)
- :py:func:`~scipy.special.logit`::
double logit(double)
float logit(float)
long double logit(long double)
- :py:func:`~scipy.special.lpmv`::
double lpmv(double, double, double)
- :py:func:`~scipy.special.mathieu_a`::
double mathieu_a(double, double)
- :py:func:`~scipy.special.mathieu_b`::
double mathieu_b(double, double)
- :py:func:`~scipy.special.mathieu_cem`::
void mathieu_cem(double, double, double, double *, double *)
- :py:func:`~scipy.special.mathieu_modcem1`::
void mathieu_modcem1(double, double, double, double *, double *)
- :py:func:`~scipy.special.mathieu_modcem2`::
void mathieu_modcem2(double, double, double, double *, double *)
- :py:func:`~scipy.special.mathieu_modsem1`::
void mathieu_modsem1(double, double, double, double *, double *)
- :py:func:`~scipy.special.mathieu_modsem2`::
void mathieu_modsem2(double, double, double, double *, double *)
- :py:func:`~scipy.special.mathieu_sem`::
void mathieu_sem(double, double, double, double *, double *)
- :py:func:`~scipy.special.modfresnelm`::
void modfresnelm(double, double complex *, double complex *)
- :py:func:`~scipy.special.modfresnelp`::
void modfresnelp(double, double complex *, double complex *)
- :py:func:`~scipy.special.modstruve`::
double modstruve(double, double)
- :py:func:`~scipy.special.nbdtr`::
double nbdtr(double, double, double)
double nbdtr(long, long, double)
- :py:func:`~scipy.special.nbdtrc`::
double nbdtrc(double, double, double)
double nbdtrc(long, long, double)
- :py:func:`~scipy.special.nbdtri`::
double nbdtri(double, double, double)
double nbdtri(long, long, double)
- :py:func:`~scipy.special.nbdtrik`::
double nbdtrik(double, double, double)
- :py:func:`~scipy.special.nbdtrin`::
double nbdtrin(double, double, double)
- :py:func:`~scipy.special.ncfdtr`::
double ncfdtr(double, double, double, double)
- :py:func:`~scipy.special.ncfdtri`::
double ncfdtri(double, double, double, double)
- :py:func:`~scipy.special.ncfdtridfd`::
double ncfdtridfd(double, double, double, double)
- :py:func:`~scipy.special.ncfdtridfn`::
double ncfdtridfn(double, double, double, double)
- :py:func:`~scipy.special.ncfdtrinc`::
double ncfdtrinc(double, double, double, double)
- :py:func:`~scipy.special.nctdtr`::
double nctdtr(double, double, double)
- :py:func:`~scipy.special.nctdtridf`::
double nctdtridf(double, double, double)
- :py:func:`~scipy.special.nctdtrinc`::
double nctdtrinc(double, double, double)
- :py:func:`~scipy.special.nctdtrit`::
double nctdtrit(double, double, double)
- :py:func:`~scipy.special.ndtr`::
double complex ndtr(double complex)
double ndtr(double)
- :py:func:`~scipy.special.ndtri`::
double ndtri(double)
- :py:func:`~scipy.special.nrdtrimn`::
double nrdtrimn(double, double, double)
- :py:func:`~scipy.special.nrdtrisd`::
double nrdtrisd(double, double, double)
- :py:func:`~scipy.special.obl_ang1`::
void obl_ang1(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.obl_ang1_cv`::
void obl_ang1_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.obl_cv`::
double obl_cv(double, double, double)
- :py:func:`~scipy.special.obl_rad1`::
void obl_rad1(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.obl_rad1_cv`::
void obl_rad1_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.obl_rad2`::
void obl_rad2(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.obl_rad2_cv`::
void obl_rad2_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.owens_t`::
double owens_t(double, double)
- :py:func:`~scipy.special.pbdv`::
void pbdv(double, double, double *, double *)
- :py:func:`~scipy.special.pbvv`::
void pbvv(double, double, double *, double *)
- :py:func:`~scipy.special.pbwa`::
void pbwa(double, double, double *, double *)
- :py:func:`~scipy.special.pdtr`::
double pdtr(double, double)
- :py:func:`~scipy.special.pdtrc`::
double pdtrc(double, double)
- :py:func:`~scipy.special.pdtri`::
double pdtri(double, double)
double pdtri(long, double)
- :py:func:`~scipy.special.pdtrik`::
double pdtrik(double, double)
- :py:func:`~scipy.special.poch`::
double poch(double, double)
- :py:func:`~scipy.special.powm1`::
float powm1(float, float)
double powm1(double, double)
- :py:func:`~scipy.special.pro_ang1`::
void pro_ang1(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pro_ang1_cv`::
void pro_ang1_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pro_cv`::
double pro_cv(double, double, double)
- :py:func:`~scipy.special.pro_rad1`::
void pro_rad1(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pro_rad1_cv`::
void pro_rad1_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pro_rad2`::
void pro_rad2(double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pro_rad2_cv`::
void pro_rad2_cv(double, double, double, double, double, double *, double *)
- :py:func:`~scipy.special.pseudo_huber`::
double pseudo_huber(double, double)
- :py:func:`~scipy.special.psi`::
double complex psi(double complex)
double psi(double)
- :py:func:`~scipy.special.radian`::
double radian(double, double, double)
- :py:func:`~scipy.special.rel_entr`::
double rel_entr(double, double)
- :py:func:`~scipy.special.rgamma`::
double complex rgamma(double complex)
double rgamma(double)
- :py:func:`~scipy.special.round`::
double round(double)
- :py:func:`~scipy.special.shichi`::
void shichi(double complex, double complex *, double complex *)
void shichi(double, double *, double *)
- :py:func:`~scipy.special.sici`::
void sici(double complex, double complex *, double complex *)
void sici(double, double *, double *)
- :py:func:`~scipy.special.sindg`::
double sindg(double)
- :py:func:`~scipy.special.smirnov`::
double smirnov(double, double)
double smirnov(long, double)
- :py:func:`~scipy.special.smirnovi`::
double smirnovi(double, double)
double smirnovi(long, double)
- :py:func:`~scipy.special.spence`::
double complex spence(double complex)
double spence(double)
- :py:func:`~scipy.special.sph_harm`::
double complex sph_harm(double, double, double, double)
double complex sph_harm(long, long, double, double)
- :py:func:`~scipy.special.stdtr`::
double stdtr(double, double)
- :py:func:`~scipy.special.stdtridf`::
double stdtridf(double, double)
- :py:func:`~scipy.special.stdtrit`::
double stdtrit(double, double)
- :py:func:`~scipy.special.struve`::
double struve(double, double)
- :py:func:`~scipy.special.tandg`::
double tandg(double)
- :py:func:`~scipy.special.tklmbda`::
double tklmbda(double, double)
- :py:func:`~scipy.special.wofz`::
double complex wofz(double complex)
- :py:func:`~scipy.special.wrightomega`::
double complex wrightomega(double complex)
double wrightomega(double)
- :py:func:`~scipy.special.xlog1py`::
double xlog1py(double, double)
double complex xlog1py(double complex, double complex)
- :py:func:`~scipy.special.xlogy`::
double xlogy(double, double)
double complex xlogy(double complex, double complex)
- :py:func:`~scipy.special.y0`::
double y0(double)
- :py:func:`~scipy.special.y1`::
double y1(double)
- :py:func:`~scipy.special.yn`::
double yn(double, double)
double yn(long, double)
- :py:func:`~scipy.special.yv`::
double complex yv(double, double complex)
double yv(double, double)
- :py:func:`~scipy.special.yve`::
double complex yve(double, double complex)
double yve(double, double)
- :py:func:`~scipy.special.zetac`::
double zetac(double)
- :py:func:`~scipy.special.wright_bessel`::
double wright_bessel(double, double, double)
- :py:func:`~scipy.special.ndtri_exp`::
double ndtri_exp(double)
Custom functions
----------------
Some functions in ``scipy.special`` which are not ufuncs have custom
Cython wrappers.
Spherical Bessel functions
~~~~~~~~~~~~~~~~~~~~~~~~~~
The optional ``derivative`` boolean argument is replaced with an
optional Cython ``bint``, leading to the following signatures.
- :py:func:`~scipy.special.spherical_jn`::
double complex spherical_jn(long, double complex)
double complex spherical_jn(long, double complex, bint)
double spherical_jn(long, double)
double spherical_jn(long, double, bint)
- :py:func:`~scipy.special.spherical_yn`::
double complex spherical_yn(long, double complex)
double complex spherical_yn(long, double complex, bint)
double spherical_yn(long, double)
double spherical_yn(long, double, bint)
- :py:func:`~scipy.special.spherical_in`::
double complex spherical_in(long, double complex)
double complex spherical_in(long, double complex, bint)
double spherical_in(long, double)
double spherical_in(long, double, bint)
- :py:func:`~scipy.special.spherical_kn`::
double complex spherical_kn(long, double complex)
double complex spherical_kn(long, double complex, bint)
double spherical_kn(long, double)
double spherical_kn(long, double, bint)
"""
from libc.math cimport NAN
include "_cython_special.pxi"
include "_cython_special_custom.pxi"
from ._agm cimport agm as _func_agm
ctypedef double _proto_agm_t(double, double) noexcept nogil
cdef _proto_agm_t *_proto_agm_t_var = &_func_agm
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_airy_wrap "airy_wrap"(npy_double, npy_double *, npy_double *, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_cairy_wrap "cairy_wrap"(npy_cdouble, npy_cdouble *, npy_cdouble *, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_cairy_wrap_e "cairy_wrap_e"(npy_cdouble, npy_cdouble *, npy_cdouble *, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_cairy_wrap_e_real "cairy_wrap_e_real"(npy_double, npy_double *, npy_double *, npy_double *, npy_double *)nogil
from ._legacy cimport bdtr_unsafe as _func_bdtr_unsafe
ctypedef double _proto_bdtr_unsafe_t(double, double, double) noexcept nogil
cdef _proto_bdtr_unsafe_t *_proto_bdtr_unsafe_t_var = &_func_bdtr_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_bdtr "bdtr"(npy_double, npy_int, npy_double)nogil
from ._legacy cimport bdtrc_unsafe as _func_bdtrc_unsafe
ctypedef double _proto_bdtrc_unsafe_t(double, double, double) noexcept nogil
cdef _proto_bdtrc_unsafe_t *_proto_bdtrc_unsafe_t_var = &_func_bdtrc_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_bdtrc "bdtrc"(npy_double, npy_int, npy_double)nogil
from ._legacy cimport bdtri_unsafe as _func_bdtri_unsafe
ctypedef double _proto_bdtri_unsafe_t(double, double, double) noexcept nogil
cdef _proto_bdtri_unsafe_t *_proto_bdtri_unsafe_t_var = &_func_bdtri_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_bdtri "bdtri"(npy_double, npy_int, npy_double)nogil
from ._cdflib_wrappers cimport bdtrik as _func_bdtrik
ctypedef double _proto_bdtrik_t(double, double, double) noexcept nogil
cdef _proto_bdtrik_t *_proto_bdtrik_t_var = &_func_bdtrik
from ._cdflib_wrappers cimport bdtrin as _func_bdtrin
ctypedef double _proto_bdtrin_t(double, double, double) noexcept nogil
cdef _proto_bdtrin_t *_proto_bdtrin_t_var = &_func_bdtrin
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_bei_wrap "bei_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_beip_wrap "beip_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ber_wrap "ber_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_berp_wrap "berp_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_besselpoly "besselpoly"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_beta "beta"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_lbeta "lbeta"(npy_double, npy_double)nogil
from ._boxcox cimport boxcox as _func_boxcox
ctypedef double _proto_boxcox_t(double, double) noexcept nogil
cdef _proto_boxcox_t *_proto_boxcox_t_var = &_func_boxcox
from ._boxcox cimport boxcox1p as _func_boxcox1p
ctypedef double _proto_boxcox1p_t(double, double) noexcept nogil
cdef _proto_boxcox1p_t *_proto_boxcox1p_t_var = &_func_boxcox1p
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_btdtr "btdtr"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_incbi "incbi"(npy_double, npy_double, npy_double)nogil
from ._cdflib_wrappers cimport btdtria as _func_btdtria
ctypedef double _proto_btdtria_t(double, double, double) noexcept nogil
cdef _proto_btdtria_t *_proto_btdtria_t_var = &_func_btdtria
from ._cdflib_wrappers cimport btdtrib as _func_btdtrib
ctypedef double _proto_btdtrib_t(double, double, double) noexcept nogil
cdef _proto_btdtrib_t *_proto_btdtrib_t_var = &_func_btdtrib
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbrt "cbrt"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_chdtr "chdtr"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_chdtrc "chdtrc"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_chdtri "chdtri"(npy_double, npy_double)nogil
from ._cdflib_wrappers cimport chdtriv as _func_chdtriv
ctypedef double _proto_chdtriv_t(double, double) noexcept nogil
cdef _proto_chdtriv_t *_proto_chdtriv_t_var = &_func_chdtriv
from ._cdflib_wrappers cimport chndtr as _func_chndtr
ctypedef double _proto_chndtr_t(double, double, double) noexcept nogil
cdef _proto_chndtr_t *_proto_chndtr_t_var = &_func_chndtr
from ._cdflib_wrappers cimport chndtridf as _func_chndtridf
ctypedef double _proto_chndtridf_t(double, double, double) noexcept nogil
cdef _proto_chndtridf_t *_proto_chndtridf_t_var = &_func_chndtridf
from ._cdflib_wrappers cimport chndtrinc as _func_chndtrinc
ctypedef double _proto_chndtrinc_t(double, double, double) noexcept nogil
cdef _proto_chndtrinc_t *_proto_chndtrinc_t_var = &_func_chndtrinc
from ._cdflib_wrappers cimport chndtrix as _func_chndtrix
ctypedef double _proto_chndtrix_t(double, double, double) noexcept nogil
cdef _proto_chndtrix_t *_proto_chndtrix_t_var = &_func_chndtrix
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cosdg "cosdg"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cosm1 "cosm1"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cotdg "cotdg"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ellpe "ellpe"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ellie "ellie"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_ellpj "ellpj"(npy_double, npy_double, npy_double *, npy_double *, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ellik "ellik"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ellpk "ellpk"(npy_double)nogil
from ._ellipk cimport ellipk as _func_ellipk
ctypedef double _proto_ellipk_t(double) noexcept nogil
cdef _proto_ellipk_t *_proto_ellipk_t_var = &_func_ellipk
from ._convex_analysis cimport entr as _func_entr
ctypedef double _proto_entr_t(double) noexcept nogil
cdef _proto_entr_t *_proto_entr_t_var = &_func_entr
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_erf "erf"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_erfc "erfc"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_erfcinv "erfcinv"(npy_double)nogil
from .orthogonal_eval cimport eval_chebyc as _func_eval_chebyc
ctypedef double complex _proto_eval_chebyc_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_chebyc_double_complex__t *_proto_eval_chebyc_double_complex__t_var = &_func_eval_chebyc[double_complex]
from .orthogonal_eval cimport eval_chebyc as _func_eval_chebyc
ctypedef double _proto_eval_chebyc_double__t(double, double) noexcept nogil
cdef _proto_eval_chebyc_double__t *_proto_eval_chebyc_double__t_var = &_func_eval_chebyc[double]
from .orthogonal_eval cimport eval_chebyc_l as _func_eval_chebyc_l
ctypedef double _proto_eval_chebyc_l_t(long, double) noexcept nogil
cdef _proto_eval_chebyc_l_t *_proto_eval_chebyc_l_t_var = &_func_eval_chebyc_l
from .orthogonal_eval cimport eval_chebys as _func_eval_chebys
ctypedef double complex _proto_eval_chebys_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_chebys_double_complex__t *_proto_eval_chebys_double_complex__t_var = &_func_eval_chebys[double_complex]
from .orthogonal_eval cimport eval_chebys as _func_eval_chebys
ctypedef double _proto_eval_chebys_double__t(double, double) noexcept nogil
cdef _proto_eval_chebys_double__t *_proto_eval_chebys_double__t_var = &_func_eval_chebys[double]
from .orthogonal_eval cimport eval_chebys_l as _func_eval_chebys_l
ctypedef double _proto_eval_chebys_l_t(long, double) noexcept nogil
cdef _proto_eval_chebys_l_t *_proto_eval_chebys_l_t_var = &_func_eval_chebys_l
from .orthogonal_eval cimport eval_chebyt as _func_eval_chebyt
ctypedef double complex _proto_eval_chebyt_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_chebyt_double_complex__t *_proto_eval_chebyt_double_complex__t_var = &_func_eval_chebyt[double_complex]
from .orthogonal_eval cimport eval_chebyt as _func_eval_chebyt
ctypedef double _proto_eval_chebyt_double__t(double, double) noexcept nogil
cdef _proto_eval_chebyt_double__t *_proto_eval_chebyt_double__t_var = &_func_eval_chebyt[double]
from .orthogonal_eval cimport eval_chebyt_l as _func_eval_chebyt_l
ctypedef double _proto_eval_chebyt_l_t(long, double) noexcept nogil
cdef _proto_eval_chebyt_l_t *_proto_eval_chebyt_l_t_var = &_func_eval_chebyt_l
from .orthogonal_eval cimport eval_chebyu as _func_eval_chebyu
ctypedef double complex _proto_eval_chebyu_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_chebyu_double_complex__t *_proto_eval_chebyu_double_complex__t_var = &_func_eval_chebyu[double_complex]
from .orthogonal_eval cimport eval_chebyu as _func_eval_chebyu
ctypedef double _proto_eval_chebyu_double__t(double, double) noexcept nogil
cdef _proto_eval_chebyu_double__t *_proto_eval_chebyu_double__t_var = &_func_eval_chebyu[double]
from .orthogonal_eval cimport eval_chebyu_l as _func_eval_chebyu_l
ctypedef double _proto_eval_chebyu_l_t(long, double) noexcept nogil
cdef _proto_eval_chebyu_l_t *_proto_eval_chebyu_l_t_var = &_func_eval_chebyu_l
from .orthogonal_eval cimport eval_gegenbauer as _func_eval_gegenbauer
ctypedef double complex _proto_eval_gegenbauer_double_complex__t(double, double, double complex) noexcept nogil
cdef _proto_eval_gegenbauer_double_complex__t *_proto_eval_gegenbauer_double_complex__t_var = &_func_eval_gegenbauer[double_complex]
from .orthogonal_eval cimport eval_gegenbauer as _func_eval_gegenbauer
ctypedef double _proto_eval_gegenbauer_double__t(double, double, double) noexcept nogil
cdef _proto_eval_gegenbauer_double__t *_proto_eval_gegenbauer_double__t_var = &_func_eval_gegenbauer[double]
from .orthogonal_eval cimport eval_gegenbauer_l as _func_eval_gegenbauer_l
ctypedef double _proto_eval_gegenbauer_l_t(long, double, double) noexcept nogil
cdef _proto_eval_gegenbauer_l_t *_proto_eval_gegenbauer_l_t_var = &_func_eval_gegenbauer_l
from .orthogonal_eval cimport eval_genlaguerre as _func_eval_genlaguerre
ctypedef double complex _proto_eval_genlaguerre_double_complex__t(double, double, double complex) noexcept nogil
cdef _proto_eval_genlaguerre_double_complex__t *_proto_eval_genlaguerre_double_complex__t_var = &_func_eval_genlaguerre[double_complex]
from .orthogonal_eval cimport eval_genlaguerre as _func_eval_genlaguerre
ctypedef double _proto_eval_genlaguerre_double__t(double, double, double) noexcept nogil
cdef _proto_eval_genlaguerre_double__t *_proto_eval_genlaguerre_double__t_var = &_func_eval_genlaguerre[double]
from .orthogonal_eval cimport eval_genlaguerre_l as _func_eval_genlaguerre_l
ctypedef double _proto_eval_genlaguerre_l_t(long, double, double) noexcept nogil
cdef _proto_eval_genlaguerre_l_t *_proto_eval_genlaguerre_l_t_var = &_func_eval_genlaguerre_l
from .orthogonal_eval cimport eval_hermite as _func_eval_hermite
ctypedef double _proto_eval_hermite_t(long, double) noexcept nogil
cdef _proto_eval_hermite_t *_proto_eval_hermite_t_var = &_func_eval_hermite
from .orthogonal_eval cimport eval_hermitenorm as _func_eval_hermitenorm
ctypedef double _proto_eval_hermitenorm_t(long, double) noexcept nogil
cdef _proto_eval_hermitenorm_t *_proto_eval_hermitenorm_t_var = &_func_eval_hermitenorm
from .orthogonal_eval cimport eval_jacobi as _func_eval_jacobi
ctypedef double complex _proto_eval_jacobi_double_complex__t(double, double, double, double complex) noexcept nogil
cdef _proto_eval_jacobi_double_complex__t *_proto_eval_jacobi_double_complex__t_var = &_func_eval_jacobi[double_complex]
from .orthogonal_eval cimport eval_jacobi as _func_eval_jacobi
ctypedef double _proto_eval_jacobi_double__t(double, double, double, double) noexcept nogil
cdef _proto_eval_jacobi_double__t *_proto_eval_jacobi_double__t_var = &_func_eval_jacobi[double]
from .orthogonal_eval cimport eval_jacobi_l as _func_eval_jacobi_l
ctypedef double _proto_eval_jacobi_l_t(long, double, double, double) noexcept nogil
cdef _proto_eval_jacobi_l_t *_proto_eval_jacobi_l_t_var = &_func_eval_jacobi_l
from .orthogonal_eval cimport eval_laguerre as _func_eval_laguerre
ctypedef double complex _proto_eval_laguerre_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_laguerre_double_complex__t *_proto_eval_laguerre_double_complex__t_var = &_func_eval_laguerre[double_complex]
from .orthogonal_eval cimport eval_laguerre as _func_eval_laguerre
ctypedef double _proto_eval_laguerre_double__t(double, double) noexcept nogil
cdef _proto_eval_laguerre_double__t *_proto_eval_laguerre_double__t_var = &_func_eval_laguerre[double]
from .orthogonal_eval cimport eval_laguerre_l as _func_eval_laguerre_l
ctypedef double _proto_eval_laguerre_l_t(long, double) noexcept nogil
cdef _proto_eval_laguerre_l_t *_proto_eval_laguerre_l_t_var = &_func_eval_laguerre_l
from .orthogonal_eval cimport eval_legendre as _func_eval_legendre
ctypedef double complex _proto_eval_legendre_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_legendre_double_complex__t *_proto_eval_legendre_double_complex__t_var = &_func_eval_legendre[double_complex]
from .orthogonal_eval cimport eval_legendre as _func_eval_legendre
ctypedef double _proto_eval_legendre_double__t(double, double) noexcept nogil
cdef _proto_eval_legendre_double__t *_proto_eval_legendre_double__t_var = &_func_eval_legendre[double]
from .orthogonal_eval cimport eval_legendre_l as _func_eval_legendre_l
ctypedef double _proto_eval_legendre_l_t(long, double) noexcept nogil
cdef _proto_eval_legendre_l_t *_proto_eval_legendre_l_t_var = &_func_eval_legendre_l
from .orthogonal_eval cimport eval_sh_chebyt as _func_eval_sh_chebyt
ctypedef double complex _proto_eval_sh_chebyt_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_sh_chebyt_double_complex__t *_proto_eval_sh_chebyt_double_complex__t_var = &_func_eval_sh_chebyt[double_complex]
from .orthogonal_eval cimport eval_sh_chebyt as _func_eval_sh_chebyt
ctypedef double _proto_eval_sh_chebyt_double__t(double, double) noexcept nogil
cdef _proto_eval_sh_chebyt_double__t *_proto_eval_sh_chebyt_double__t_var = &_func_eval_sh_chebyt[double]
from .orthogonal_eval cimport eval_sh_chebyt_l as _func_eval_sh_chebyt_l
ctypedef double _proto_eval_sh_chebyt_l_t(long, double) noexcept nogil
cdef _proto_eval_sh_chebyt_l_t *_proto_eval_sh_chebyt_l_t_var = &_func_eval_sh_chebyt_l
from .orthogonal_eval cimport eval_sh_chebyu as _func_eval_sh_chebyu
ctypedef double complex _proto_eval_sh_chebyu_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_sh_chebyu_double_complex__t *_proto_eval_sh_chebyu_double_complex__t_var = &_func_eval_sh_chebyu[double_complex]
from .orthogonal_eval cimport eval_sh_chebyu as _func_eval_sh_chebyu
ctypedef double _proto_eval_sh_chebyu_double__t(double, double) noexcept nogil
cdef _proto_eval_sh_chebyu_double__t *_proto_eval_sh_chebyu_double__t_var = &_func_eval_sh_chebyu[double]
from .orthogonal_eval cimport eval_sh_chebyu_l as _func_eval_sh_chebyu_l
ctypedef double _proto_eval_sh_chebyu_l_t(long, double) noexcept nogil
cdef _proto_eval_sh_chebyu_l_t *_proto_eval_sh_chebyu_l_t_var = &_func_eval_sh_chebyu_l
from .orthogonal_eval cimport eval_sh_jacobi as _func_eval_sh_jacobi
ctypedef double complex _proto_eval_sh_jacobi_double_complex__t(double, double, double, double complex) noexcept nogil
cdef _proto_eval_sh_jacobi_double_complex__t *_proto_eval_sh_jacobi_double_complex__t_var = &_func_eval_sh_jacobi[double_complex]
from .orthogonal_eval cimport eval_sh_jacobi as _func_eval_sh_jacobi
ctypedef double _proto_eval_sh_jacobi_double__t(double, double, double, double) noexcept nogil
cdef _proto_eval_sh_jacobi_double__t *_proto_eval_sh_jacobi_double__t_var = &_func_eval_sh_jacobi[double]
from .orthogonal_eval cimport eval_sh_jacobi_l as _func_eval_sh_jacobi_l
ctypedef double _proto_eval_sh_jacobi_l_t(long, double, double, double) noexcept nogil
cdef _proto_eval_sh_jacobi_l_t *_proto_eval_sh_jacobi_l_t_var = &_func_eval_sh_jacobi_l
from .orthogonal_eval cimport eval_sh_legendre as _func_eval_sh_legendre
ctypedef double complex _proto_eval_sh_legendre_double_complex__t(double, double complex) noexcept nogil
cdef _proto_eval_sh_legendre_double_complex__t *_proto_eval_sh_legendre_double_complex__t_var = &_func_eval_sh_legendre[double_complex]
from .orthogonal_eval cimport eval_sh_legendre as _func_eval_sh_legendre
ctypedef double _proto_eval_sh_legendre_double__t(double, double) noexcept nogil
cdef _proto_eval_sh_legendre_double__t *_proto_eval_sh_legendre_double__t_var = &_func_eval_sh_legendre[double]
from .orthogonal_eval cimport eval_sh_legendre_l as _func_eval_sh_legendre_l
ctypedef double _proto_eval_sh_legendre_l_t(long, double) noexcept nogil
cdef _proto_eval_sh_legendre_l_t *_proto_eval_sh_legendre_l_t_var = &_func_eval_sh_legendre_l
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cexp1_wrap "cexp1_wrap"(npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_exp1_wrap "exp1_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_exp10 "exp10"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_exp2 "exp2"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cexpi_wrap "cexpi_wrap"(npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_expi_wrap "expi_wrap"(npy_double)nogil
from ._cunity cimport cexpm1 as _func_cexpm1
ctypedef double complex _proto_cexpm1_t(double complex) noexcept nogil
cdef _proto_cexpm1_t *_proto_cexpm1_t_var = &_func_cexpm1
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_expm1 "expm1"(npy_double)nogil
from ._legacy cimport expn_unsafe as _func_expn_unsafe
ctypedef double _proto_expn_unsafe_t(double, double) noexcept nogil
cdef _proto_expn_unsafe_t *_proto_expn_unsafe_t_var = &_func_expn_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_expn "expn"(npy_int, npy_double)nogil
from ._exprel cimport exprel as _func_exprel
ctypedef double _proto_exprel_t(double) noexcept nogil
cdef _proto_exprel_t *_proto_exprel_t_var = &_func_exprel
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_fdtr "fdtr"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_fdtrc "fdtrc"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_fdtri "fdtri"(npy_double, npy_double, npy_double)nogil
from ._cdflib_wrappers cimport fdtridfd as _func_fdtridfd
ctypedef double _proto_fdtridfd_t(double, double, double) noexcept nogil
cdef _proto_fdtridfd_t *_proto_fdtridfd_t_var = &_func_fdtridfd
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_fresnl "fresnl"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_cfresnl_wrap "cfresnl_wrap"(npy_cdouble, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_Gamma "Gamma"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_igam "igam"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_igamc "igamc"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_igamci "igamci"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_igami "igami"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_lgam "lgam"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_gammasgn "gammasgn"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_gdtr "gdtr"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_gdtrc "gdtrc"(npy_double, npy_double, npy_double)nogil
from ._cdflib_wrappers cimport gdtria as _func_gdtria
ctypedef double _proto_gdtria_t(double, double, double) noexcept nogil
cdef _proto_gdtria_t *_proto_gdtria_t_var = &_func_gdtria
from ._cdflib_wrappers cimport gdtrib as _func_gdtrib
ctypedef double _proto_gdtrib_t(double, double, double) noexcept nogil
cdef _proto_gdtrib_t *_proto_gdtrib_t_var = &_func_gdtrib
from ._cdflib_wrappers cimport gdtrix as _func_gdtrix
ctypedef double _proto_gdtrix_t(double, double, double) noexcept nogil
cdef _proto_gdtrix_t *_proto_gdtrix_t_var = &_func_gdtrix
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesh_wrap1 "cbesh_wrap1"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesh_wrap1_e "cbesh_wrap1_e"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesh_wrap2 "cbesh_wrap2"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesh_wrap2_e "cbesh_wrap2_e"(npy_double, npy_cdouble)nogil
from ._convex_analysis cimport huber as _func_huber
ctypedef double _proto_huber_t(double, double) noexcept nogil
cdef _proto_huber_t *_proto_huber_t_var = &_func_huber
from ._hyp0f1 cimport _hyp0f1_cmplx as _func__hyp0f1_cmplx
ctypedef double complex _proto__hyp0f1_cmplx_t(double, double complex) noexcept nogil
cdef _proto__hyp0f1_cmplx_t *_proto__hyp0f1_cmplx_t_var = &_func__hyp0f1_cmplx
from ._hyp0f1 cimport _hyp0f1_real as _func__hyp0f1_real
ctypedef double _proto__hyp0f1_real_t(double, double) noexcept nogil
cdef _proto__hyp0f1_real_t *_proto__hyp0f1_real_t_var = &_func__hyp0f1_real
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_chyp1f1_wrap "chyp1f1_wrap"(npy_double, npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_hyp2f1 "hyp2f1"(npy_double, npy_double, npy_double, npy_double)nogil
from ._hyp2f1 cimport hyp2f1_complex as _func_hyp2f1_complex
ctypedef double complex _proto_hyp2f1_complex_t(double, double, double, double complex) noexcept nogil
cdef _proto_hyp2f1_complex_t *_proto_hyp2f1_complex_t_var = &_func_hyp2f1_complex
from ._hypergeometric cimport hyperu as _func_hyperu
ctypedef double _proto_hyperu_t(double, double, double) noexcept nogil
cdef _proto_hyperu_t *_proto_hyperu_t_var = &_func_hyperu
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_i0 "i0"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_i0e "i0e"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_i1 "i1"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_i1e "i1e"(npy_double)nogil
from ._boxcox cimport inv_boxcox as _func_inv_boxcox
ctypedef double _proto_inv_boxcox_t(double, double) noexcept nogil
cdef _proto_inv_boxcox_t *_proto_inv_boxcox_t_var = &_func_inv_boxcox
from ._boxcox cimport inv_boxcox1p as _func_inv_boxcox1p
ctypedef double _proto_inv_boxcox1p_t(double, double) noexcept nogil
cdef _proto_inv_boxcox1p_t *_proto_inv_boxcox1p_t_var = &_func_inv_boxcox1p
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_it2i0k0_wrap "it2i0k0_wrap"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_it2j0y0_wrap "it2j0y0_wrap"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_it2struve0_wrap "it2struve0_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_itairy_wrap "itairy_wrap"(npy_double, npy_double *, npy_double *, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_it1i0k0_wrap "it1i0k0_wrap"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_it1j0y0_wrap "it1j0y0_wrap"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_itmodstruve0_wrap "itmodstruve0_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_itstruve0_wrap "itstruve0_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesi_wrap "cbesi_wrap"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_iv "iv"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesi_wrap_e "cbesi_wrap_e"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesi_wrap_e_real "cbesi_wrap_e_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_j0 "j0"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_j1 "j1"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesj_wrap "cbesj_wrap"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesj_wrap_real "cbesj_wrap_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesj_wrap_e "cbesj_wrap_e"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesj_wrap_e_real "cbesj_wrap_e_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_k0 "k0"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_k0e "k0e"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_k1 "k1"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_k1e "k1e"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_kei_wrap "kei_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_keip_wrap "keip_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_kelvin_wrap "kelvin_wrap"(npy_double, npy_cdouble *, npy_cdouble *, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ker_wrap "ker_wrap"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_kerp_wrap "kerp_wrap"(npy_double)nogil
from ._convex_analysis cimport kl_div as _func_kl_div
ctypedef double _proto_kl_div_t(double, double) noexcept nogil
cdef _proto_kl_div_t *_proto_kl_div_t_var = &_func_kl_div
from ._legacy cimport kn_unsafe as _func_kn_unsafe
ctypedef double _proto_kn_unsafe_t(double, double) noexcept nogil
cdef _proto_kn_unsafe_t *_proto_kn_unsafe_t_var = &_func_kn_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesk_wrap_real_int "cbesk_wrap_real_int"(npy_int, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_kolmogi "kolmogi"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_kolmogorov "kolmogorov"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesk_wrap "cbesk_wrap"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesk_wrap_real "cbesk_wrap_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesk_wrap_e "cbesk_wrap_e"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesk_wrap_e_real "cbesk_wrap_e_real"(npy_double, npy_double)nogil
from ._cunity cimport clog1p as _func_clog1p
ctypedef double complex _proto_clog1p_t(double complex) noexcept nogil
cdef _proto_clog1p_t *_proto_clog1p_t_var = &_func_clog1p
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_log1p "log1p"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_pmv_wrap "pmv_wrap"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cem_cva_wrap "cem_cva_wrap"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_sem_cva_wrap "sem_cva_wrap"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_cem_wrap "cem_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_mcm1_wrap "mcm1_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_mcm2_wrap "mcm2_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_msm1_wrap "msm1_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_msm2_wrap "msm2_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_sem_wrap "sem_wrap"(npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_modified_fresnel_minus_wrap "modified_fresnel_minus_wrap"(npy_double, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_modified_fresnel_plus_wrap "modified_fresnel_plus_wrap"(npy_double, npy_cdouble *, npy_cdouble *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_struve_l "struve_l"(npy_double, npy_double)nogil
from ._legacy cimport nbdtr_unsafe as _func_nbdtr_unsafe
ctypedef double _proto_nbdtr_unsafe_t(double, double, double) noexcept nogil
cdef _proto_nbdtr_unsafe_t *_proto_nbdtr_unsafe_t_var = &_func_nbdtr_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_nbdtr "nbdtr"(npy_int, npy_int, npy_double)nogil
from ._legacy cimport nbdtrc_unsafe as _func_nbdtrc_unsafe
ctypedef double _proto_nbdtrc_unsafe_t(double, double, double) noexcept nogil
cdef _proto_nbdtrc_unsafe_t *_proto_nbdtrc_unsafe_t_var = &_func_nbdtrc_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_nbdtrc "nbdtrc"(npy_int, npy_int, npy_double)nogil
from ._legacy cimport nbdtri_unsafe as _func_nbdtri_unsafe
ctypedef double _proto_nbdtri_unsafe_t(double, double, double) noexcept nogil
cdef _proto_nbdtri_unsafe_t *_proto_nbdtri_unsafe_t_var = &_func_nbdtri_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_nbdtri "nbdtri"(npy_int, npy_int, npy_double)nogil
from ._cdflib_wrappers cimport nbdtrik as _func_nbdtrik
ctypedef double _proto_nbdtrik_t(double, double, double) noexcept nogil
cdef _proto_nbdtrik_t *_proto_nbdtrik_t_var = &_func_nbdtrik
from ._cdflib_wrappers cimport nbdtrin as _func_nbdtrin
ctypedef double _proto_nbdtrin_t(double, double, double) noexcept nogil
cdef _proto_nbdtrin_t *_proto_nbdtrin_t_var = &_func_nbdtrin
from ._cdflib_wrappers cimport ncfdtr as _func_ncfdtr
ctypedef double _proto_ncfdtr_t(double, double, double, double) noexcept nogil
cdef _proto_ncfdtr_t *_proto_ncfdtr_t_var = &_func_ncfdtr
from ._cdflib_wrappers cimport ncfdtri as _func_ncfdtri
ctypedef double _proto_ncfdtri_t(double, double, double, double) noexcept nogil
cdef _proto_ncfdtri_t *_proto_ncfdtri_t_var = &_func_ncfdtri
from ._cdflib_wrappers cimport ncfdtridfd as _func_ncfdtridfd
ctypedef double _proto_ncfdtridfd_t(double, double, double, double) noexcept nogil
cdef _proto_ncfdtridfd_t *_proto_ncfdtridfd_t_var = &_func_ncfdtridfd
from ._cdflib_wrappers cimport ncfdtridfn as _func_ncfdtridfn
ctypedef double _proto_ncfdtridfn_t(double, double, double, double) noexcept nogil
cdef _proto_ncfdtridfn_t *_proto_ncfdtridfn_t_var = &_func_ncfdtridfn
from ._cdflib_wrappers cimport ncfdtrinc as _func_ncfdtrinc
ctypedef double _proto_ncfdtrinc_t(double, double, double, double) noexcept nogil
cdef _proto_ncfdtrinc_t *_proto_ncfdtrinc_t_var = &_func_ncfdtrinc
from ._cdflib_wrappers cimport nctdtr as _func_nctdtr
ctypedef double _proto_nctdtr_t(double, double, double) noexcept nogil
cdef _proto_nctdtr_t *_proto_nctdtr_t_var = &_func_nctdtr
from ._cdflib_wrappers cimport nctdtridf as _func_nctdtridf
ctypedef double _proto_nctdtridf_t(double, double, double) noexcept nogil
cdef _proto_nctdtridf_t *_proto_nctdtridf_t_var = &_func_nctdtridf
from ._cdflib_wrappers cimport nctdtrinc as _func_nctdtrinc
ctypedef double _proto_nctdtrinc_t(double, double, double) noexcept nogil
cdef _proto_nctdtrinc_t *_proto_nctdtrinc_t_var = &_func_nctdtrinc
from ._cdflib_wrappers cimport nctdtrit as _func_nctdtrit
ctypedef double _proto_nctdtrit_t(double, double, double) noexcept nogil
cdef _proto_nctdtrit_t *_proto_nctdtrit_t_var = &_func_nctdtrit
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ndtr "ndtr"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_ndtri "ndtri"(npy_double)nogil
from ._cdflib_wrappers cimport nrdtrimn as _func_nrdtrimn
ctypedef double _proto_nrdtrimn_t(double, double, double) noexcept nogil
cdef _proto_nrdtrimn_t *_proto_nrdtrimn_t_var = &_func_nrdtrimn
from ._cdflib_wrappers cimport nrdtrisd as _func_nrdtrisd
ctypedef double _proto_nrdtrisd_t(double, double, double) noexcept nogil
cdef _proto_nrdtrisd_t *_proto_nrdtrisd_t_var = &_func_nrdtrisd
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_oblate_aswfa_nocv_wrap "oblate_aswfa_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_oblate_aswfa_wrap "oblate_aswfa_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_oblate_segv_wrap "oblate_segv_wrap"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_oblate_radial1_nocv_wrap "oblate_radial1_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_oblate_radial1_wrap "oblate_radial1_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_oblate_radial2_nocv_wrap "oblate_radial2_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_oblate_radial2_wrap "oblate_radial2_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_owens_t "owens_t"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_pbdv_wrap "pbdv_wrap"(npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_pbvv_wrap "pbvv_wrap"(npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_pbwa_wrap "pbwa_wrap"(npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_pdtr "pdtr"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_pdtrc "pdtrc"(npy_double, npy_double)nogil
from ._legacy cimport pdtri_unsafe as _func_pdtri_unsafe
ctypedef double _proto_pdtri_unsafe_t(double, double) noexcept nogil
cdef _proto_pdtri_unsafe_t *_proto_pdtri_unsafe_t_var = &_func_pdtri_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_pdtri "pdtri"(npy_int, npy_double)nogil
from ._cdflib_wrappers cimport pdtrik as _func_pdtrik
ctypedef double _proto_pdtrik_t(double, double) noexcept nogil
cdef _proto_pdtrik_t *_proto_pdtrik_t_var = &_func_pdtrik
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_poch "poch"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_prolate_aswfa_nocv_wrap "prolate_aswfa_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_prolate_aswfa_wrap "prolate_aswfa_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_prolate_segv_wrap "prolate_segv_wrap"(npy_double, npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_prolate_radial1_nocv_wrap "prolate_radial1_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_prolate_radial1_wrap "prolate_radial1_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_prolate_radial2_nocv_wrap "prolate_radial2_nocv_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_prolate_radial2_wrap "prolate_radial2_wrap"(npy_double, npy_double, npy_double, npy_double, npy_double, npy_double *, npy_double *)nogil
from ._convex_analysis cimport pseudo_huber as _func_pseudo_huber
ctypedef double _proto_pseudo_huber_t(double, double) noexcept nogil
cdef _proto_pseudo_huber_t *_proto_pseudo_huber_t_var = &_func_pseudo_huber
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_radian "radian"(npy_double, npy_double, npy_double)nogil
from ._convex_analysis cimport rel_entr as _func_rel_entr
ctypedef double _proto_rel_entr_t(double, double) noexcept nogil
cdef _proto_rel_entr_t *_proto_rel_entr_t_var = &_func_rel_entr
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_rgamma "rgamma"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_round "round"(npy_double)nogil
from ._sici cimport cshichi as _func_cshichi
ctypedef int _proto_cshichi_t(double complex, double complex *, double complex *) noexcept nogil
cdef _proto_cshichi_t *_proto_cshichi_t_var = &_func_cshichi
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_shichi "shichi"(npy_double, npy_double *, npy_double *)nogil
from ._sici cimport csici as _func_csici
ctypedef int _proto_csici_t(double complex, double complex *, double complex *) noexcept nogil
cdef _proto_csici_t *_proto_csici_t_var = &_func_csici
cdef extern from r"_ufuncs_defs.h":
cdef npy_int _func_sici "sici"(npy_double, npy_double *, npy_double *)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_sindg "sindg"(npy_double)nogil
from ._legacy cimport smirnov_unsafe as _func_smirnov_unsafe
ctypedef double _proto_smirnov_unsafe_t(double, double) noexcept nogil
cdef _proto_smirnov_unsafe_t *_proto_smirnov_unsafe_t_var = &_func_smirnov_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_smirnov "smirnov"(npy_int, npy_double)nogil
from ._legacy cimport smirnovi_unsafe as _func_smirnovi_unsafe
ctypedef double _proto_smirnovi_unsafe_t(double, double) noexcept nogil
cdef _proto_smirnovi_unsafe_t *_proto_smirnovi_unsafe_t_var = &_func_smirnovi_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_smirnovi "smirnovi"(npy_int, npy_double)nogil
from ._spence cimport cspence as _func_cspence
ctypedef double complex _proto_cspence_t(double complex) noexcept nogil
cdef _proto_cspence_t *_proto_cspence_t_var = &_func_cspence
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_spence "spence"(npy_double)nogil
from ._legacy cimport sph_harmonic_unsafe as _func_sph_harmonic_unsafe
ctypedef double complex _proto_sph_harmonic_unsafe_t(double, double, double, double) noexcept nogil
cdef _proto_sph_harmonic_unsafe_t *_proto_sph_harmonic_unsafe_t_var = &_func_sph_harmonic_unsafe
from .sph_harm cimport sph_harmonic as _func_sph_harmonic
ctypedef double complex _proto_sph_harmonic_t(int, int, double, double) noexcept nogil
cdef _proto_sph_harmonic_t *_proto_sph_harmonic_t_var = &_func_sph_harmonic
from ._cdflib_wrappers cimport stdtr as _func_stdtr
ctypedef double _proto_stdtr_t(double, double) noexcept nogil
cdef _proto_stdtr_t *_proto_stdtr_t_var = &_func_stdtr
from ._cdflib_wrappers cimport stdtridf as _func_stdtridf
ctypedef double _proto_stdtridf_t(double, double) noexcept nogil
cdef _proto_stdtridf_t *_proto_stdtridf_t_var = &_func_stdtridf
from ._cdflib_wrappers cimport stdtrit as _func_stdtrit
ctypedef double _proto_stdtrit_t(double, double) noexcept nogil
cdef _proto_stdtrit_t *_proto_stdtrit_t_var = &_func_stdtrit
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_struve_h "struve_h"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_tandg "tandg"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_tukeylambdacdf "tukeylambdacdf"(npy_double, npy_double)nogil
from ._xlogy cimport xlog1py as _func_xlog1py
ctypedef double _proto_xlog1py_double__t(double, double) noexcept nogil
cdef _proto_xlog1py_double__t *_proto_xlog1py_double__t_var = &_func_xlog1py[double]
from ._xlogy cimport xlog1py as _func_xlog1py
ctypedef double complex _proto_xlog1py_double_complex__t(double complex, double complex) noexcept nogil
cdef _proto_xlog1py_double_complex__t *_proto_xlog1py_double_complex__t_var = &_func_xlog1py[double_complex]
from ._xlogy cimport xlogy as _func_xlogy
ctypedef double _proto_xlogy_double__t(double, double) noexcept nogil
cdef _proto_xlogy_double__t *_proto_xlogy_double__t_var = &_func_xlogy[double]
from ._xlogy cimport xlogy as _func_xlogy
ctypedef double complex _proto_xlogy_double_complex__t(double complex, double complex) noexcept nogil
cdef _proto_xlogy_double_complex__t *_proto_xlogy_double_complex__t_var = &_func_xlogy[double_complex]
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_y0 "y0"(npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_y1 "y1"(npy_double)nogil
from ._legacy cimport yn_unsafe as _func_yn_unsafe
ctypedef double _proto_yn_unsafe_t(double, double) noexcept nogil
cdef _proto_yn_unsafe_t *_proto_yn_unsafe_t_var = &_func_yn_unsafe
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_yn "yn"(npy_int, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesy_wrap "cbesy_wrap"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesy_wrap_real "cbesy_wrap_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_cdouble _func_cbesy_wrap_e "cbesy_wrap_e"(npy_double, npy_cdouble)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_cbesy_wrap_e_real "cbesy_wrap_e_real"(npy_double, npy_double)nogil
cdef extern from r"_ufuncs_defs.h":
cdef npy_double _func_zetac "zetac"(npy_double)nogil
from ._wright_bessel cimport wright_bessel_scalar as _func_wright_bessel_scalar
ctypedef double _proto_wright_bessel_scalar_t(double, double, double) noexcept nogil
cdef _proto_wright_bessel_scalar_t *_proto_wright_bessel_scalar_t_var = &_func_wright_bessel_scalar
from ._ndtri_exp cimport ndtri_exp as _func_ndtri_exp
ctypedef double _proto_ndtri_exp_t(double) noexcept nogil
cdef _proto_ndtri_exp_t *_proto_ndtri_exp_t_var = &_func_ndtri_exp
cpdef double voigt_profile(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.voigt_profile"""
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_voigt_profile)(x0, x1, x2)
cpdef double agm(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.agm"""
return _func_agm(x0, x1)
cdef void airy(Dd_number_t x0, Dd_number_t *y0, Dd_number_t *y1, Dd_number_t *y2, Dd_number_t *y3) noexcept nogil:
"""See the documentation for scipy.special.airy"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
cdef npy_cdouble tmp2
cdef npy_cdouble tmp3
if Dd_number_t is double:
_func_airy_wrap(x0, y0, y1, y2, y3)
elif Dd_number_t is double_complex:
_func_cairy_wrap(_complexstuff.npy_cdouble_from_double_complex(x0), &tmp0, &tmp1, &tmp2, &tmp3)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
y2[0] = _complexstuff.double_complex_from_npy_cdouble(tmp2)
y3[0] = _complexstuff.double_complex_from_npy_cdouble(tmp3)
else:
if Dd_number_t is double_complex:
y0[0] = NAN
y1[0] = NAN
y2[0] = NAN
y3[0] = NAN
else:
y0[0] = NAN
y1[0] = NAN
y2[0] = NAN
y3[0] = NAN
def _airy_pywrap(Dd_number_t x0):
cdef Dd_number_t y0
cdef Dd_number_t y1
cdef Dd_number_t y2
cdef Dd_number_t y3
airy(x0, &y0, &y1, &y2, &y3)
return y0, y1, y2, y3
cdef void airye(Dd_number_t x0, Dd_number_t *y0, Dd_number_t *y1, Dd_number_t *y2, Dd_number_t *y3) noexcept nogil:
"""See the documentation for scipy.special.airye"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
cdef npy_cdouble tmp2
cdef npy_cdouble tmp3
if Dd_number_t is double_complex:
_func_cairy_wrap_e(_complexstuff.npy_cdouble_from_double_complex(x0), &tmp0, &tmp1, &tmp2, &tmp3)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
y2[0] = _complexstuff.double_complex_from_npy_cdouble(tmp2)
y3[0] = _complexstuff.double_complex_from_npy_cdouble(tmp3)
elif Dd_number_t is double:
_func_cairy_wrap_e_real(x0, y0, y1, y2, y3)
else:
if Dd_number_t is double_complex:
y0[0] = NAN
y1[0] = NAN
y2[0] = NAN
y3[0] = NAN
else:
y0[0] = NAN
y1[0] = NAN
y2[0] = NAN
y3[0] = NAN
def _airye_pywrap(Dd_number_t x0):
cdef Dd_number_t y0
cdef Dd_number_t y1
cdef Dd_number_t y2
cdef Dd_number_t y3
airye(x0, &y0, &y1, &y2, &y3)
return y0, y1, y2, y3
cpdef double bdtr(double x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.bdtr"""
if dl_number_t is double:
return _func_bdtr_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_bdtr(x0, x1, x2)
else:
return NAN
cpdef double bdtrc(double x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.bdtrc"""
if dl_number_t is double:
return _func_bdtrc_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_bdtrc(x0, x1, x2)
else:
return NAN
cpdef double bdtri(double x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.bdtri"""
if dl_number_t is double:
return _func_bdtri_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_bdtri(x0, x1, x2)
else:
return NAN
cpdef double bdtrik(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.bdtrik"""
return _func_bdtrik(x0, x1, x2)
cpdef double bdtrin(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.bdtrin"""
return _func_bdtrin(x0, x1, x2)
cpdef double bei(double x0) noexcept nogil:
"""See the documentation for scipy.special.bei"""
return _func_bei_wrap(x0)
cpdef double beip(double x0) noexcept nogil:
"""See the documentation for scipy.special.beip"""
return _func_beip_wrap(x0)
cpdef double ber(double x0) noexcept nogil:
"""See the documentation for scipy.special.ber"""
return _func_ber_wrap(x0)
cpdef double berp(double x0) noexcept nogil:
"""See the documentation for scipy.special.berp"""
return _func_berp_wrap(x0)
cpdef double besselpoly(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.besselpoly"""
return _func_besselpoly(x0, x1, x2)
cpdef double beta(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.beta"""
return _func_beta(x0, x1)
cpdef df_number_t betainc(df_number_t x0, df_number_t x1, df_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.betainc"""
if df_number_t is float:
return (<float(*)(float, float, float) noexcept nogil>scipy.special._ufuncs_cxx._export_ibeta_float)(x0, x1, x2)
elif df_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_ibeta_double)(x0, x1, x2)
else:
if df_number_t is double:
return NAN
else:
return NAN
cpdef df_number_t betaincc(df_number_t x0, df_number_t x1, df_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.betaincc"""
if df_number_t is float:
return (<float(*)(float, float, float) noexcept nogil>scipy.special._ufuncs_cxx._export_ibetac_float)(x0, x1, x2)
elif df_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_ibetac_double)(x0, x1, x2)
else:
if df_number_t is double:
return NAN
else:
return NAN
cpdef df_number_t betaincinv(df_number_t x0, df_number_t x1, df_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.betaincinv"""
if df_number_t is float:
return (<float(*)(float, float, float) noexcept nogil>scipy.special._ufuncs_cxx._export_ibeta_inv_float)(x0, x1, x2)
elif df_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_ibeta_inv_double)(x0, x1, x2)
else:
if df_number_t is double:
return NAN
else:
return NAN
cpdef df_number_t betainccinv(df_number_t x0, df_number_t x1, df_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.betainccinv"""
if df_number_t is float:
return (<float(*)(float, float, float) noexcept nogil>scipy.special._ufuncs_cxx._export_ibetac_inv_float)(x0, x1, x2)
elif df_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_ibetac_inv_double)(x0, x1, x2)
else:
if df_number_t is double:
return NAN
else:
return NAN
cpdef double betaln(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.betaln"""
return _func_lbeta(x0, x1)
cpdef double binom(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.binom"""
return (<double(*)(double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_binom)(x0, x1)
cpdef double boxcox(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.boxcox"""
return _func_boxcox(x0, x1)
cpdef double boxcox1p(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.boxcox1p"""
return _func_boxcox1p(x0, x1)
cpdef double btdtr(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.btdtr"""
return _func_btdtr(x0, x1, x2)
cpdef double btdtri(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.btdtri"""
return _func_incbi(x0, x1, x2)
cpdef double btdtria(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.btdtria"""
return _func_btdtria(x0, x1, x2)
cpdef double btdtrib(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.btdtrib"""
return _func_btdtrib(x0, x1, x2)
cpdef double cbrt(double x0) noexcept nogil:
"""See the documentation for scipy.special.cbrt"""
return _func_cbrt(x0)
cpdef double chdtr(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.chdtr"""
return _func_chdtr(x0, x1)
cpdef double chdtrc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.chdtrc"""
return _func_chdtrc(x0, x1)
cpdef double chdtri(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.chdtri"""
return _func_chdtri(x0, x1)
cpdef double chdtriv(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.chdtriv"""
return _func_chdtriv(x0, x1)
cpdef double chndtr(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.chndtr"""
return _func_chndtr(x0, x1, x2)
cpdef double chndtridf(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.chndtridf"""
return _func_chndtridf(x0, x1, x2)
cpdef double chndtrinc(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.chndtrinc"""
return _func_chndtrinc(x0, x1, x2)
cpdef double chndtrix(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.chndtrix"""
return _func_chndtrix(x0, x1, x2)
cpdef double cosdg(double x0) noexcept nogil:
"""See the documentation for scipy.special.cosdg"""
return _func_cosdg(x0)
cpdef double cosm1(double x0) noexcept nogil:
"""See the documentation for scipy.special.cosm1"""
return _func_cosm1(x0)
cpdef double cotdg(double x0) noexcept nogil:
"""See the documentation for scipy.special.cotdg"""
return _func_cotdg(x0)
cpdef Dd_number_t dawsn(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.dawsn"""
if Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_dawsn)(x0)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_dawsn_complex)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double ellipe(double x0) noexcept nogil:
"""See the documentation for scipy.special.ellipe"""
return _func_ellpe(x0)
cpdef double ellipeinc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.ellipeinc"""
return _func_ellie(x0, x1)
cdef void ellipj(double x0, double x1, double *y0, double *y1, double *y2, double *y3) noexcept nogil:
"""See the documentation for scipy.special.ellipj"""
_func_ellpj(x0, x1, y0, y1, y2, y3)
def _ellipj_pywrap(double x0, double x1):
cdef double y0
cdef double y1
cdef double y2
cdef double y3
ellipj(x0, x1, &y0, &y1, &y2, &y3)
return y0, y1, y2, y3
cpdef double ellipkinc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.ellipkinc"""
return _func_ellik(x0, x1)
cpdef double ellipkm1(double x0) noexcept nogil:
"""See the documentation for scipy.special.ellipkm1"""
return _func_ellpk(x0)
cpdef double ellipk(double x0) noexcept nogil:
"""See the documentation for scipy.special.ellipk"""
return _func_ellipk(x0)
cpdef Dd_number_t elliprc(Dd_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.elliprc"""
if Dd_number_t is double:
return (<double(*)(double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_fellint_RC)(x0, x1)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex, double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cellint_RC)(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t elliprd(Dd_number_t x0, Dd_number_t x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.elliprd"""
if Dd_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_fellint_RD)(x0, x1, x2)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex, double complex, double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cellint_RD)(x0, x1, x2)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t elliprf(Dd_number_t x0, Dd_number_t x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.elliprf"""
if Dd_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_fellint_RF)(x0, x1, x2)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex, double complex, double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cellint_RF)(x0, x1, x2)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t elliprg(Dd_number_t x0, Dd_number_t x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.elliprg"""
if Dd_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_fellint_RG)(x0, x1, x2)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex, double complex, double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cellint_RG)(x0, x1, x2)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t elliprj(Dd_number_t x0, Dd_number_t x1, Dd_number_t x2, Dd_number_t x3) noexcept nogil:
"""See the documentation for scipy.special.elliprj"""
if Dd_number_t is double:
return (<double(*)(double, double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_fellint_RJ)(x0, x1, x2, x3)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex, double complex, double complex, double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cellint_RJ)(x0, x1, x2, x3)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double entr(double x0) noexcept nogil:
"""See the documentation for scipy.special.entr"""
return _func_entr(x0)
cpdef Dd_number_t erf(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.erf"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erf)(x0)
elif Dd_number_t is double:
return _func_erf(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t erfc(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.erfc"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erfc_complex)(x0)
elif Dd_number_t is double:
return _func_erfc(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t erfcx(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.erfcx"""
if Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erfcx)(x0)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erfcx_complex)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t erfi(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.erfi"""
if Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erfi)(x0)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_erfi_complex)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef df_number_t erfinv(df_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.erfinv"""
if df_number_t is float:
return (<float(*)(float) noexcept nogil>scipy.special._ufuncs_cxx._export_erfinv_float)(x0)
elif df_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_erfinv_double)(x0)
else:
if df_number_t is double:
return NAN
else:
return NAN
cpdef double erfcinv(double x0) noexcept nogil:
"""See the documentation for scipy.special.erfcinv"""
return _func_erfcinv(x0)
cpdef Dd_number_t eval_chebyc(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_chebyc"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_chebyc[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_chebyc[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_chebyc_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_chebys(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_chebys"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_chebys[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_chebys[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_chebys_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_chebyt(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_chebyt"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_chebyt[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_chebyt[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_chebyt_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_chebyu(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_chebyu"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_chebyu[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_chebyu[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_chebyu_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_gegenbauer(dl_number_t x0, double x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.eval_gegenbauer"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_gegenbauer[double_complex](x0, x1, x2)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_gegenbauer[double](x0, x1, x2)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_gegenbauer_l(x0, x1, x2)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_genlaguerre(dl_number_t x0, double x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.eval_genlaguerre"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_genlaguerre[double_complex](x0, x1, x2)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_genlaguerre[double](x0, x1, x2)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_genlaguerre_l(x0, x1, x2)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double eval_hermite(long x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.eval_hermite"""
return _func_eval_hermite(x0, x1)
cpdef double eval_hermitenorm(long x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.eval_hermitenorm"""
return _func_eval_hermitenorm(x0, x1)
cpdef Dd_number_t eval_jacobi(dl_number_t x0, double x1, double x2, Dd_number_t x3) noexcept nogil:
"""See the documentation for scipy.special.eval_jacobi"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_jacobi[double_complex](x0, x1, x2, x3)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_jacobi[double](x0, x1, x2, x3)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_jacobi_l(x0, x1, x2, x3)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_laguerre(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_laguerre"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_laguerre[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_laguerre[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_laguerre_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_legendre(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_legendre"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_legendre[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_legendre[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_legendre_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_sh_chebyt(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_sh_chebyt"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_sh_chebyt[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_sh_chebyt[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_sh_chebyt_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_sh_chebyu(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_sh_chebyu"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_sh_chebyu[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_sh_chebyu[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_sh_chebyu_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_sh_jacobi(dl_number_t x0, double x1, double x2, Dd_number_t x3) noexcept nogil:
"""See the documentation for scipy.special.eval_sh_jacobi"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_sh_jacobi[double_complex](x0, x1, x2, x3)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_sh_jacobi[double](x0, x1, x2, x3)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_sh_jacobi_l(x0, x1, x2, x3)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t eval_sh_legendre(dl_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.eval_sh_legendre"""
if dl_number_t is double and Dd_number_t is double_complex:
return _func_eval_sh_legendre[double_complex](x0, x1)
elif dl_number_t is double and Dd_number_t is double:
return _func_eval_sh_legendre[double](x0, x1)
elif dl_number_t is long and Dd_number_t is double:
return _func_eval_sh_legendre_l(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t exp1(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.exp1"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cexp1_wrap(_complexstuff.npy_cdouble_from_double_complex(x0)))
elif Dd_number_t is double:
return _func_exp1_wrap(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double exp10(double x0) noexcept nogil:
"""See the documentation for scipy.special.exp10"""
return _func_exp10(x0)
cpdef double exp2(double x0) noexcept nogil:
"""See the documentation for scipy.special.exp2"""
return _func_exp2(x0)
cpdef Dd_number_t expi(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.expi"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cexpi_wrap(_complexstuff.npy_cdouble_from_double_complex(x0)))
elif Dd_number_t is double:
return _func_expi_wrap(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef dfg_number_t expit(dfg_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.expit"""
if dfg_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_expit)(x0)
elif dfg_number_t is float:
return (<float(*)(float) noexcept nogil>scipy.special._ufuncs_cxx._export_expitf)(x0)
elif dfg_number_t is long_double:
return (<long double(*)(long double) noexcept nogil>scipy.special._ufuncs_cxx._export_expitl)(x0)
else:
if dfg_number_t is double:
return NAN
elif dfg_number_t is float:
return NAN
else:
return NAN
cpdef Dd_number_t expm1(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.expm1"""
if Dd_number_t is double_complex:
return _func_cexpm1(x0)
elif Dd_number_t is double:
return _func_expm1(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double expn(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.expn"""
if dl_number_t is double:
return _func_expn_unsafe(x0, x1)
elif dl_number_t is long:
return _func_expn(x0, x1)
else:
return NAN
cpdef double exprel(double x0) noexcept nogil:
"""See the documentation for scipy.special.exprel"""
return _func_exprel(x0)
cpdef double fdtr(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.fdtr"""
return _func_fdtr(x0, x1, x2)
cpdef double fdtrc(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.fdtrc"""
return _func_fdtrc(x0, x1, x2)
cpdef double fdtri(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.fdtri"""
return _func_fdtri(x0, x1, x2)
cpdef double fdtridfd(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.fdtridfd"""
return _func_fdtridfd(x0, x1, x2)
cdef void fresnel(Dd_number_t x0, Dd_number_t *y0, Dd_number_t *y1) noexcept nogil:
"""See the documentation for scipy.special.fresnel"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
if Dd_number_t is double:
_func_fresnl(x0, y0, y1)
elif Dd_number_t is double_complex:
_func_cfresnl_wrap(_complexstuff.npy_cdouble_from_double_complex(x0), &tmp0, &tmp1)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
else:
if Dd_number_t is double_complex:
y0[0] = NAN
y1[0] = NAN
else:
y0[0] = NAN
y1[0] = NAN
def _fresnel_pywrap(Dd_number_t x0):
cdef Dd_number_t y0
cdef Dd_number_t y1
fresnel(x0, &y0, &y1)
return y0, y1
cpdef Dd_number_t gamma(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.gamma"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cgamma)(x0)
elif Dd_number_t is double:
return _func_Gamma(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double gammainc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.gammainc"""
return _func_igam(x0, x1)
cpdef double gammaincc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.gammaincc"""
return _func_igamc(x0, x1)
cpdef double gammainccinv(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.gammainccinv"""
return _func_igamci(x0, x1)
cpdef double gammaincinv(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.gammaincinv"""
return _func_igami(x0, x1)
cpdef double gammaln(double x0) noexcept nogil:
"""See the documentation for scipy.special.gammaln"""
return _func_lgam(x0)
cpdef double gammasgn(double x0) noexcept nogil:
"""See the documentation for scipy.special.gammasgn"""
return _func_gammasgn(x0)
cpdef double gdtr(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.gdtr"""
return _func_gdtr(x0, x1, x2)
cpdef double gdtrc(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.gdtrc"""
return _func_gdtrc(x0, x1, x2)
cpdef double gdtria(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.gdtria"""
return _func_gdtria(x0, x1, x2)
cpdef double gdtrib(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.gdtrib"""
return _func_gdtrib(x0, x1, x2)
cpdef double gdtrix(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.gdtrix"""
return _func_gdtrix(x0, x1, x2)
cpdef double complex hankel1(double x0, double complex x1) noexcept nogil:
"""See the documentation for scipy.special.hankel1"""
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesh_wrap1(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
cpdef double complex hankel1e(double x0, double complex x1) noexcept nogil:
"""See the documentation for scipy.special.hankel1e"""
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesh_wrap1_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
cpdef double complex hankel2(double x0, double complex x1) noexcept nogil:
"""See the documentation for scipy.special.hankel2"""
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesh_wrap2(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
cpdef double complex hankel2e(double x0, double complex x1) noexcept nogil:
"""See the documentation for scipy.special.hankel2e"""
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesh_wrap2_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
cpdef double huber(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.huber"""
return _func_huber(x0, x1)
cpdef Dd_number_t hyp0f1(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.hyp0f1"""
if Dd_number_t is double_complex:
return _func__hyp0f1_cmplx(x0, x1)
elif Dd_number_t is double:
return _func__hyp0f1_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t hyp1f1(double x0, double x1, Dd_number_t x2) noexcept nogil:
"""See the documentation for scipy.special.hyp1f1"""
if Dd_number_t is double:
return (<double(*)(double, double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_hyp1f1_double)(x0, x1, x2)
elif Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_chyp1f1_wrap(x0, x1, _complexstuff.npy_cdouble_from_double_complex(x2)))
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t hyp2f1(double x0, double x1, double x2, Dd_number_t x3) noexcept nogil:
"""See the documentation for scipy.special.hyp2f1"""
if Dd_number_t is double:
return _func_hyp2f1(x0, x1, x2, x3)
elif Dd_number_t is double_complex:
return _func_hyp2f1_complex(x0, x1, x2, x3)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double hyperu(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.hyperu"""
return _func_hyperu(x0, x1, x2)
cpdef double i0(double x0) noexcept nogil:
"""See the documentation for scipy.special.i0"""
return _func_i0(x0)
cpdef double i0e(double x0) noexcept nogil:
"""See the documentation for scipy.special.i0e"""
return _func_i0e(x0)
cpdef double i1(double x0) noexcept nogil:
"""See the documentation for scipy.special.i1"""
return _func_i1(x0)
cpdef double i1e(double x0) noexcept nogil:
"""See the documentation for scipy.special.i1e"""
return _func_i1e(x0)
cpdef double inv_boxcox(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.inv_boxcox"""
return _func_inv_boxcox(x0, x1)
cpdef double inv_boxcox1p(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.inv_boxcox1p"""
return _func_inv_boxcox1p(x0, x1)
cdef void it2i0k0(double x0, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.it2i0k0"""
_func_it2i0k0_wrap(x0, y0, y1)
def _it2i0k0_pywrap(double x0):
cdef double y0
cdef double y1
it2i0k0(x0, &y0, &y1)
return y0, y1
cdef void it2j0y0(double x0, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.it2j0y0"""
_func_it2j0y0_wrap(x0, y0, y1)
def _it2j0y0_pywrap(double x0):
cdef double y0
cdef double y1
it2j0y0(x0, &y0, &y1)
return y0, y1
cpdef double it2struve0(double x0) noexcept nogil:
"""See the documentation for scipy.special.it2struve0"""
return _func_it2struve0_wrap(x0)
cdef void itairy(double x0, double *y0, double *y1, double *y2, double *y3) noexcept nogil:
"""See the documentation for scipy.special.itairy"""
_func_itairy_wrap(x0, y0, y1, y2, y3)
def _itairy_pywrap(double x0):
cdef double y0
cdef double y1
cdef double y2
cdef double y3
itairy(x0, &y0, &y1, &y2, &y3)
return y0, y1, y2, y3
cdef void iti0k0(double x0, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.iti0k0"""
_func_it1i0k0_wrap(x0, y0, y1)
def _iti0k0_pywrap(double x0):
cdef double y0
cdef double y1
iti0k0(x0, &y0, &y1)
return y0, y1
cdef void itj0y0(double x0, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.itj0y0"""
_func_it1j0y0_wrap(x0, y0, y1)
def _itj0y0_pywrap(double x0):
cdef double y0
cdef double y1
itj0y0(x0, &y0, &y1)
return y0, y1
cpdef double itmodstruve0(double x0) noexcept nogil:
"""See the documentation for scipy.special.itmodstruve0"""
return _func_itmodstruve0_wrap(x0)
cpdef double itstruve0(double x0) noexcept nogil:
"""See the documentation for scipy.special.itstruve0"""
return _func_itstruve0_wrap(x0)
cpdef Dd_number_t iv(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.iv"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesi_wrap(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_iv(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t ive(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.ive"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesi_wrap_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesi_wrap_e_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double j0(double x0) noexcept nogil:
"""See the documentation for scipy.special.j0"""
return _func_j0(x0)
cpdef double j1(double x0) noexcept nogil:
"""See the documentation for scipy.special.j1"""
return _func_j1(x0)
cpdef Dd_number_t jv(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.jv"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesj_wrap(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesj_wrap_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t jve(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.jve"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesj_wrap_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesj_wrap_e_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double k0(double x0) noexcept nogil:
"""See the documentation for scipy.special.k0"""
return _func_k0(x0)
cpdef double k0e(double x0) noexcept nogil:
"""See the documentation for scipy.special.k0e"""
return _func_k0e(x0)
cpdef double k1(double x0) noexcept nogil:
"""See the documentation for scipy.special.k1"""
return _func_k1(x0)
cpdef double k1e(double x0) noexcept nogil:
"""See the documentation for scipy.special.k1e"""
return _func_k1e(x0)
cpdef double kei(double x0) noexcept nogil:
"""See the documentation for scipy.special.kei"""
return _func_kei_wrap(x0)
cpdef double keip(double x0) noexcept nogil:
"""See the documentation for scipy.special.keip"""
return _func_keip_wrap(x0)
cdef void kelvin(double x0, double complex *y0, double complex *y1, double complex *y2, double complex *y3) noexcept nogil:
"""See the documentation for scipy.special.kelvin"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
cdef npy_cdouble tmp2
cdef npy_cdouble tmp3
_func_kelvin_wrap(x0, &tmp0, &tmp1, &tmp2, &tmp3)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
y2[0] = _complexstuff.double_complex_from_npy_cdouble(tmp2)
y3[0] = _complexstuff.double_complex_from_npy_cdouble(tmp3)
def _kelvin_pywrap(double x0):
cdef double complex y0
cdef double complex y1
cdef double complex y2
cdef double complex y3
kelvin(x0, &y0, &y1, &y2, &y3)
return y0, y1, y2, y3
cpdef double ker(double x0) noexcept nogil:
"""See the documentation for scipy.special.ker"""
return _func_ker_wrap(x0)
cpdef double kerp(double x0) noexcept nogil:
"""See the documentation for scipy.special.kerp"""
return _func_kerp_wrap(x0)
cpdef double kl_div(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.kl_div"""
return _func_kl_div(x0, x1)
cpdef double kn(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.kn"""
if dl_number_t is double:
return _func_kn_unsafe(x0, x1)
elif dl_number_t is long:
return _func_cbesk_wrap_real_int(x0, x1)
else:
return NAN
cpdef double kolmogi(double x0) noexcept nogil:
"""See the documentation for scipy.special.kolmogi"""
return _func_kolmogi(x0)
cpdef double kolmogorov(double x0) noexcept nogil:
"""See the documentation for scipy.special.kolmogorov"""
return _func_kolmogorov(x0)
cpdef Dd_number_t kv(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.kv"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesk_wrap(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesk_wrap_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t kve(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.kve"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesk_wrap_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesk_wrap_e_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t log1p(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.log1p"""
if Dd_number_t is double_complex:
return _func_clog1p(x0)
elif Dd_number_t is double:
return _func_log1p(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef dfg_number_t log_expit(dfg_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.log_expit"""
if dfg_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_log_expit)(x0)
elif dfg_number_t is float:
return (<float(*)(float) noexcept nogil>scipy.special._ufuncs_cxx._export_log_expitf)(x0)
elif dfg_number_t is long_double:
return (<long double(*)(long double) noexcept nogil>scipy.special._ufuncs_cxx._export_log_expitl)(x0)
else:
if dfg_number_t is double:
return NAN
elif dfg_number_t is float:
return NAN
else:
return NAN
cpdef Dd_number_t log_ndtr(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.log_ndtr"""
if Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_log_ndtr)(x0)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_log_ndtr_complex)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t loggamma(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.loggamma"""
if Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_loggamma_real)(x0)
elif Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_loggamma)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef dfg_number_t logit(dfg_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.logit"""
if dfg_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_logit)(x0)
elif dfg_number_t is float:
return (<float(*)(float) noexcept nogil>scipy.special._ufuncs_cxx._export_logitf)(x0)
elif dfg_number_t is long_double:
return (<long double(*)(long double) noexcept nogil>scipy.special._ufuncs_cxx._export_logitl)(x0)
else:
if dfg_number_t is double:
return NAN
elif dfg_number_t is float:
return NAN
else:
return NAN
cpdef double lpmv(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.lpmv"""
return _func_pmv_wrap(x0, x1, x2)
cpdef double mathieu_a(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_a"""
return _func_cem_cva_wrap(x0, x1)
cpdef double mathieu_b(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_b"""
return _func_sem_cva_wrap(x0, x1)
cdef void mathieu_cem(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_cem"""
_func_cem_wrap(x0, x1, x2, y0, y1)
def _mathieu_cem_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_cem(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void mathieu_modcem1(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_modcem1"""
_func_mcm1_wrap(x0, x1, x2, y0, y1)
def _mathieu_modcem1_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_modcem1(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void mathieu_modcem2(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_modcem2"""
_func_mcm2_wrap(x0, x1, x2, y0, y1)
def _mathieu_modcem2_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_modcem2(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void mathieu_modsem1(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_modsem1"""
_func_msm1_wrap(x0, x1, x2, y0, y1)
def _mathieu_modsem1_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_modsem1(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void mathieu_modsem2(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_modsem2"""
_func_msm2_wrap(x0, x1, x2, y0, y1)
def _mathieu_modsem2_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_modsem2(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void mathieu_sem(double x0, double x1, double x2, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.mathieu_sem"""
_func_sem_wrap(x0, x1, x2, y0, y1)
def _mathieu_sem_pywrap(double x0, double x1, double x2):
cdef double y0
cdef double y1
mathieu_sem(x0, x1, x2, &y0, &y1)
return y0, y1
cdef void modfresnelm(double x0, double complex *y0, double complex *y1) noexcept nogil:
"""See the documentation for scipy.special.modfresnelm"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
_func_modified_fresnel_minus_wrap(x0, &tmp0, &tmp1)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
def _modfresnelm_pywrap(double x0):
cdef double complex y0
cdef double complex y1
modfresnelm(x0, &y0, &y1)
return y0, y1
cdef void modfresnelp(double x0, double complex *y0, double complex *y1) noexcept nogil:
"""See the documentation for scipy.special.modfresnelp"""
cdef npy_cdouble tmp0
cdef npy_cdouble tmp1
_func_modified_fresnel_plus_wrap(x0, &tmp0, &tmp1)
y0[0] = _complexstuff.double_complex_from_npy_cdouble(tmp0)
y1[0] = _complexstuff.double_complex_from_npy_cdouble(tmp1)
def _modfresnelp_pywrap(double x0):
cdef double complex y0
cdef double complex y1
modfresnelp(x0, &y0, &y1)
return y0, y1
cpdef double modstruve(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.modstruve"""
return _func_struve_l(x0, x1)
cpdef double nbdtr(dl_number_t x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nbdtr"""
if dl_number_t is double:
return _func_nbdtr_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_nbdtr(x0, x1, x2)
else:
return NAN
cpdef double nbdtrc(dl_number_t x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nbdtrc"""
if dl_number_t is double:
return _func_nbdtrc_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_nbdtrc(x0, x1, x2)
else:
return NAN
cpdef double nbdtri(dl_number_t x0, dl_number_t x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nbdtri"""
if dl_number_t is double:
return _func_nbdtri_unsafe(x0, x1, x2)
elif dl_number_t is long:
return _func_nbdtri(x0, x1, x2)
else:
return NAN
cpdef double nbdtrik(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nbdtrik"""
return _func_nbdtrik(x0, x1, x2)
cpdef double nbdtrin(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nbdtrin"""
return _func_nbdtrin(x0, x1, x2)
cpdef double ncfdtr(double x0, double x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.ncfdtr"""
return _func_ncfdtr(x0, x1, x2, x3)
cpdef double ncfdtri(double x0, double x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.ncfdtri"""
return _func_ncfdtri(x0, x1, x2, x3)
cpdef double ncfdtridfd(double x0, double x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.ncfdtridfd"""
return _func_ncfdtridfd(x0, x1, x2, x3)
cpdef double ncfdtridfn(double x0, double x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.ncfdtridfn"""
return _func_ncfdtridfn(x0, x1, x2, x3)
cpdef double ncfdtrinc(double x0, double x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.ncfdtrinc"""
return _func_ncfdtrinc(x0, x1, x2, x3)
cpdef double nctdtr(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nctdtr"""
return _func_nctdtr(x0, x1, x2)
cpdef double nctdtridf(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nctdtridf"""
return _func_nctdtridf(x0, x1, x2)
cpdef double nctdtrinc(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nctdtrinc"""
return _func_nctdtrinc(x0, x1, x2)
cpdef double nctdtrit(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nctdtrit"""
return _func_nctdtrit(x0, x1, x2)
cpdef Dd_number_t ndtr(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.ndtr"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_ndtr)(x0)
elif Dd_number_t is double:
return _func_ndtr(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double ndtri(double x0) noexcept nogil:
"""See the documentation for scipy.special.ndtri"""
return _func_ndtri(x0)
cpdef double nrdtrimn(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nrdtrimn"""
return _func_nrdtrimn(x0, x1, x2)
cpdef double nrdtrisd(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.nrdtrisd"""
return _func_nrdtrisd(x0, x1, x2)
cdef void obl_ang1(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_ang1"""
y0[0] = _func_oblate_aswfa_nocv_wrap(x0, x1, x2, x3, y1)
def _obl_ang1_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
obl_ang1(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void obl_ang1_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_ang1_cv"""
_func_oblate_aswfa_wrap(x0, x1, x2, x3, x4, y0, y1)
def _obl_ang1_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
obl_ang1_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cpdef double obl_cv(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.obl_cv"""
return _func_oblate_segv_wrap(x0, x1, x2)
cdef void obl_rad1(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_rad1"""
y0[0] = _func_oblate_radial1_nocv_wrap(x0, x1, x2, x3, y1)
def _obl_rad1_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
obl_rad1(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void obl_rad1_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_rad1_cv"""
_func_oblate_radial1_wrap(x0, x1, x2, x3, x4, y0, y1)
def _obl_rad1_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
obl_rad1_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cdef void obl_rad2(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_rad2"""
y0[0] = _func_oblate_radial2_nocv_wrap(x0, x1, x2, x3, y1)
def _obl_rad2_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
obl_rad2(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void obl_rad2_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.obl_rad2_cv"""
_func_oblate_radial2_wrap(x0, x1, x2, x3, x4, y0, y1)
def _obl_rad2_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
obl_rad2_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cpdef double owens_t(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.owens_t"""
return _func_owens_t(x0, x1)
cdef void pbdv(double x0, double x1, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pbdv"""
_func_pbdv_wrap(x0, x1, y0, y1)
def _pbdv_pywrap(double x0, double x1):
cdef double y0
cdef double y1
pbdv(x0, x1, &y0, &y1)
return y0, y1
cdef void pbvv(double x0, double x1, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pbvv"""
_func_pbvv_wrap(x0, x1, y0, y1)
def _pbvv_pywrap(double x0, double x1):
cdef double y0
cdef double y1
pbvv(x0, x1, &y0, &y1)
return y0, y1
cdef void pbwa(double x0, double x1, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pbwa"""
_func_pbwa_wrap(x0, x1, y0, y1)
def _pbwa_pywrap(double x0, double x1):
cdef double y0
cdef double y1
pbwa(x0, x1, &y0, &y1)
return y0, y1
cpdef double pdtr(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.pdtr"""
return _func_pdtr(x0, x1)
cpdef double pdtrc(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.pdtrc"""
return _func_pdtrc(x0, x1)
cpdef double pdtri(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.pdtri"""
if dl_number_t is double:
return _func_pdtri_unsafe(x0, x1)
elif dl_number_t is long:
return _func_pdtri(x0, x1)
else:
return NAN
cpdef double pdtrik(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.pdtrik"""
return _func_pdtrik(x0, x1)
cpdef double poch(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.poch"""
return _func_poch(x0, x1)
cpdef df_number_t powm1(df_number_t x0, df_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.powm1"""
if df_number_t is float:
return (<float(*)(float, float) noexcept nogil>scipy.special._ufuncs_cxx._export_powm1_float)(x0, x1)
elif df_number_t is double:
return (<double(*)(double, double) noexcept nogil>scipy.special._ufuncs_cxx._export_powm1_double)(x0, x1)
else:
if df_number_t is double:
return NAN
else:
return NAN
cdef void pro_ang1(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_ang1"""
y0[0] = _func_prolate_aswfa_nocv_wrap(x0, x1, x2, x3, y1)
def _pro_ang1_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
pro_ang1(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void pro_ang1_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_ang1_cv"""
_func_prolate_aswfa_wrap(x0, x1, x2, x3, x4, y0, y1)
def _pro_ang1_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
pro_ang1_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cpdef double pro_cv(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.pro_cv"""
return _func_prolate_segv_wrap(x0, x1, x2)
cdef void pro_rad1(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_rad1"""
y0[0] = _func_prolate_radial1_nocv_wrap(x0, x1, x2, x3, y1)
def _pro_rad1_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
pro_rad1(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void pro_rad1_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_rad1_cv"""
_func_prolate_radial1_wrap(x0, x1, x2, x3, x4, y0, y1)
def _pro_rad1_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
pro_rad1_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cdef void pro_rad2(double x0, double x1, double x2, double x3, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_rad2"""
y0[0] = _func_prolate_radial2_nocv_wrap(x0, x1, x2, x3, y1)
def _pro_rad2_pywrap(double x0, double x1, double x2, double x3):
cdef double y0
cdef double y1
pro_rad2(x0, x1, x2, x3, &y0, &y1)
return y0, y1
cdef void pro_rad2_cv(double x0, double x1, double x2, double x3, double x4, double *y0, double *y1) noexcept nogil:
"""See the documentation for scipy.special.pro_rad2_cv"""
_func_prolate_radial2_wrap(x0, x1, x2, x3, x4, y0, y1)
def _pro_rad2_cv_pywrap(double x0, double x1, double x2, double x3, double x4):
cdef double y0
cdef double y1
pro_rad2_cv(x0, x1, x2, x3, x4, &y0, &y1)
return y0, y1
cpdef double pseudo_huber(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.pseudo_huber"""
return _func_pseudo_huber(x0, x1)
cpdef Dd_number_t psi(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.psi"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_cdigamma)(x0)
elif Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_digamma)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double radian(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.radian"""
return _func_radian(x0, x1, x2)
cpdef double rel_entr(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.rel_entr"""
return _func_rel_entr(x0, x1)
cpdef Dd_number_t rgamma(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.rgamma"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_crgamma)(x0)
elif Dd_number_t is double:
return _func_rgamma(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double round(double x0) noexcept nogil:
"""See the documentation for scipy.special.round"""
return _func_round(x0)
cdef void shichi(Dd_number_t x0, Dd_number_t *y0, Dd_number_t *y1) noexcept nogil:
"""See the documentation for scipy.special.shichi"""
if Dd_number_t is double_complex:
_func_cshichi(x0, y0, y1)
elif Dd_number_t is double:
_func_shichi(x0, y0, y1)
else:
if Dd_number_t is double_complex:
y0[0] = NAN
y1[0] = NAN
else:
y0[0] = NAN
y1[0] = NAN
def _shichi_pywrap(Dd_number_t x0):
cdef Dd_number_t y0
cdef Dd_number_t y1
shichi(x0, &y0, &y1)
return y0, y1
cdef void sici(Dd_number_t x0, Dd_number_t *y0, Dd_number_t *y1) noexcept nogil:
"""See the documentation for scipy.special.sici"""
if Dd_number_t is double_complex:
_func_csici(x0, y0, y1)
elif Dd_number_t is double:
_func_sici(x0, y0, y1)
else:
if Dd_number_t is double_complex:
y0[0] = NAN
y1[0] = NAN
else:
y0[0] = NAN
y1[0] = NAN
def _sici_pywrap(Dd_number_t x0):
cdef Dd_number_t y0
cdef Dd_number_t y1
sici(x0, &y0, &y1)
return y0, y1
cpdef double sindg(double x0) noexcept nogil:
"""See the documentation for scipy.special.sindg"""
return _func_sindg(x0)
cpdef double smirnov(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.smirnov"""
if dl_number_t is double:
return _func_smirnov_unsafe(x0, x1)
elif dl_number_t is long:
return _func_smirnov(x0, x1)
else:
return NAN
cpdef double smirnovi(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.smirnovi"""
if dl_number_t is double:
return _func_smirnovi_unsafe(x0, x1)
elif dl_number_t is long:
return _func_smirnovi(x0, x1)
else:
return NAN
cpdef Dd_number_t spence(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.spence"""
if Dd_number_t is double_complex:
return _func_cspence(x0)
elif Dd_number_t is double:
return _func_spence(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double complex sph_harm(dl_number_t x0, dl_number_t x1, double x2, double x3) noexcept nogil:
"""See the documentation for scipy.special.sph_harm"""
if dl_number_t is double:
return _func_sph_harmonic_unsafe(x0, x1, x2, x3)
elif dl_number_t is long:
return _func_sph_harmonic(x0, x1, x2, x3)
else:
return NAN
cpdef double stdtr(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.stdtr"""
return _func_stdtr(x0, x1)
cpdef double stdtridf(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.stdtridf"""
return _func_stdtridf(x0, x1)
cpdef double stdtrit(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.stdtrit"""
return _func_stdtrit(x0, x1)
cpdef double struve(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.struve"""
return _func_struve_h(x0, x1)
cpdef double tandg(double x0) noexcept nogil:
"""See the documentation for scipy.special.tandg"""
return _func_tandg(x0)
cpdef double tklmbda(double x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.tklmbda"""
return _func_tukeylambdacdf(x0, x1)
cpdef double complex wofz(double complex x0) noexcept nogil:
"""See the documentation for scipy.special.wofz"""
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_faddeeva_w)(x0)
cpdef Dd_number_t wrightomega(Dd_number_t x0) noexcept nogil:
"""See the documentation for scipy.special.wrightomega"""
if Dd_number_t is double_complex:
return (<double complex(*)(double complex) noexcept nogil>scipy.special._ufuncs_cxx._export_wrightomega)(x0)
elif Dd_number_t is double:
return (<double(*)(double) noexcept nogil>scipy.special._ufuncs_cxx._export_wrightomega_real)(x0)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t xlog1py(Dd_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.xlog1py"""
if Dd_number_t is double:
return _func_xlog1py[double](x0, x1)
elif Dd_number_t is double_complex:
return _func_xlog1py[double_complex](x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t xlogy(Dd_number_t x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.xlogy"""
if Dd_number_t is double:
return _func_xlogy[double](x0, x1)
elif Dd_number_t is double_complex:
return _func_xlogy[double_complex](x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double y0(double x0) noexcept nogil:
"""See the documentation for scipy.special.y0"""
return _func_y0(x0)
cpdef double y1(double x0) noexcept nogil:
"""See the documentation for scipy.special.y1"""
return _func_y1(x0)
cpdef double yn(dl_number_t x0, double x1) noexcept nogil:
"""See the documentation for scipy.special.yn"""
if dl_number_t is double:
return _func_yn_unsafe(x0, x1)
elif dl_number_t is long:
return _func_yn(x0, x1)
else:
return NAN
cpdef Dd_number_t yv(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.yv"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesy_wrap(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesy_wrap_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef Dd_number_t yve(double x0, Dd_number_t x1) noexcept nogil:
"""See the documentation for scipy.special.yve"""
if Dd_number_t is double_complex:
return _complexstuff.double_complex_from_npy_cdouble(_func_cbesy_wrap_e(x0, _complexstuff.npy_cdouble_from_double_complex(x1)))
elif Dd_number_t is double:
return _func_cbesy_wrap_e_real(x0, x1)
else:
if Dd_number_t is double_complex:
return NAN
else:
return NAN
cpdef double zetac(double x0) noexcept nogil:
"""See the documentation for scipy.special.zetac"""
return _func_zetac(x0)
cpdef double wright_bessel(double x0, double x1, double x2) noexcept nogil:
"""See the documentation for scipy.special.wright_bessel"""
return _func_wright_bessel_scalar(x0, x1, x2)
cpdef double ndtri_exp(double x0) noexcept nogil:
"""See the documentation for scipy.special.ndtri_exp"""
return _func_ndtri_exp(x0)
def _bench_airy_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.airy(x0)
def _bench_airy_d_cy(int N, double x0):
cdef int n
cdef double y0
cdef double y1
cdef double y2
cdef double y3
for n in range(N):
airy(x0, &y0, &y1, &y2, &y3)
def _bench_airy_D_py(int N, double complex x0):
cdef int n
for n in range(N):
_ufuncs.airy(x0)
def _bench_airy_D_cy(int N, double complex x0):
cdef int n
cdef double complex y0
cdef double complex y1
cdef double complex y2
cdef double complex y3
for n in range(N):
airy(x0, &y0, &y1, &y2, &y3)
def _bench_beta_dd_py(int N, double x0, double x1):
cdef int n
for n in range(N):
_ufuncs.beta(x0, x1)
def _bench_beta_dd_cy(int N, double x0, double x1):
cdef int n
for n in range(N):
beta(x0, x1)
def _bench_erf_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.erf(x0)
def _bench_erf_d_cy(int N, double x0):
cdef int n
for n in range(N):
erf(x0)
def _bench_erf_D_py(int N, double complex x0):
cdef int n
for n in range(N):
_ufuncs.erf(x0)
def _bench_erf_D_cy(int N, double complex x0):
cdef int n
for n in range(N):
erf(x0)
def _bench_exprel_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.exprel(x0)
def _bench_exprel_d_cy(int N, double x0):
cdef int n
for n in range(N):
exprel(x0)
def _bench_gamma_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.gamma(x0)
def _bench_gamma_d_cy(int N, double x0):
cdef int n
for n in range(N):
gamma(x0)
def _bench_gamma_D_py(int N, double complex x0):
cdef int n
for n in range(N):
_ufuncs.gamma(x0)
def _bench_gamma_D_cy(int N, double complex x0):
cdef int n
for n in range(N):
gamma(x0)
def _bench_jv_dd_py(int N, double x0, double x1):
cdef int n
for n in range(N):
_ufuncs.jv(x0, x1)
def _bench_jv_dd_cy(int N, double x0, double x1):
cdef int n
for n in range(N):
jv(x0, x1)
def _bench_jv_dD_py(int N, double x0, double complex x1):
cdef int n
for n in range(N):
_ufuncs.jv(x0, x1)
def _bench_jv_dD_cy(int N, double x0, double complex x1):
cdef int n
for n in range(N):
jv(x0, x1)
def _bench_loggamma_D_py(int N, double complex x0):
cdef int n
for n in range(N):
_ufuncs.loggamma(x0)
def _bench_loggamma_D_cy(int N, double complex x0):
cdef int n
for n in range(N):
loggamma(x0)
def _bench_logit_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.logit(x0)
def _bench_logit_d_cy(int N, double x0):
cdef int n
for n in range(N):
logit(x0)
def _bench_psi_d_py(int N, double x0):
cdef int n
for n in range(N):
_ufuncs.psi(x0)
def _bench_psi_d_cy(int N, double x0):
cdef int n
for n in range(N):
psi(x0)
def _bench_psi_D_py(int N, double complex x0):
cdef int n
for n in range(N):
_ufuncs.psi(x0)
def _bench_psi_D_cy(int N, double complex x0):
cdef int n
for n in range(N):
psi(x0) |