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self._set_parameters(parameters)
terms = self.m / (1 + (1j * self.w * self.tau) ** self.c)
# sum up terms
specs = np.sum(terms, axis=1)
ccomplex = self.sigmai * (1 - specs)
response = sip_response.sip_response(self.f, ccomplex=ccomplex)
return response"
608,"def dre_dsigmai(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
terms = self.m * self.num / self.denom
specs = np.sum(terms, axis=1)
result = 1 - specs
return result"
609,"def dre_dm(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
terms = self.num / self.denom
result = - self.sigmai * terms
return result"
610,"def dre_dtau(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
# term 1
num1 = self.c * self.w * self.otc1 * np.cos(self.ang)
term1 = num1/self.denom
# term 2
num2a = self.otc * np.cos(self.ang)
num2b = 1 + num2a
denom2 = self.denom ** 2
term2 = num2b / denom2
# term 3
term3 = 2 * self.c * self.w * self.otc1 * np.cos(self.ang) + self.otc2
result = self.sigmai * self.m * (term1 + term2 * term3)
return result"
611,"def dre_dc(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
# term 1
num1a = np.log(self.w * self.tau) * self.otc * np.sin(self.ang)
num1b = self.otc * np.cos(self.ang) * np.pi / 2.0
term1 = (num1a + num1b) / self.denom
# term 2
num2 = self.otc * np.sin(self.c / np.pi) * 2
denom2 = self.denom ** 2
term2 = num2 / denom2
# term 3
num3a = 2 * np.log(self.w * self.tau) * self.otc * np.cos(self.ang)
num3b = 2 * ((self.w * self.tau) ** 2) * np.pi / 2.0 * np.sin(self.ang)
num3c = 2 * np.log(self.w * self.tau) * self.otc2
term3 = num3a - num3b + num3c
result = self.sigmai * self.m * (term1 + term2 * term3)
return result"
612,"def dim_dsigmai(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
result = np.sum(- self.m * self.otc * np.sin(self.ang) / self.denom,
axis=1)
return result"
613,"def dim_dm(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
num1 = self.otc * np.sin(self.ang)
result = -self.sigmai * num1 / self.denom
return result"
614,"def dim_dtau(self, pars):
r""""""
:math:Add formula
""""""
self._set_parameters(pars)
# term 1
num1 = -self.m * (self.w ** self.c) * self.c\
* (self.tau ** (self.c - 1)) * np.sin(self.ang)
term1 = self.sigmai * num1 / self.denom