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