def residual_lmfit(self, pars, x, y):
a = P4Rm()
self.strain_DW(pars)
res = f_Refl_fit(a.AllDataDict['geometry'], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict['resol'], mode='same')
y_cal = y_cal / y_cal.max() + a.AllDataDict['background']
return (log10(y) - log10(y_cal))
def residual_lmfit(self, pars, x, y):
a = P4Rm()
self.strain_DW(pars)
res = f_Refl_fit(a.AllDataDict["geometry"], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict["resol"], mode="same")
y_cal = y_cal / y_cal.max() + a.AllDataDict["background"]
return log10(y) - log10(y_cal)
def residual_square(self, p, E_min, nb_minima):
a = P4Rm()
P4Rm.ParamDict['_fp_min'] = p
self.strain_DW()
res = f_Refl_fit(a.AllDataDict['geometry'], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict['resol'], mode='same')
y_cal = y_cal / y_cal.max() + a.AllDataDict['background']
y_obs = a.ParamDict['Iobs']
self.on_pass_data_to_thread(y_cal, p, E_min, nb_minima)
return ((log10(y_obs) - log10(y_cal)) ** 2).sum() / len(y_cal)
def residual_square(self, p, E_min, nb_minima):
a = P4Rm()
P4Rm.ParamDict["_fp_min"] = p
self.strain_DW()
res = f_Refl_fit(a.AllDataDict["geometry"], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict["resol"], mode="same")
y_cal = y_cal / y_cal.max() + a.AllDataDict["background"]
y_obs = a.ParamDict["Iobs"]
self.on_pass_data_to_thread(y_cal, p, E_min, nb_minima)
return ((log10(y_obs) - log10(y_cal)) ** 2).sum() / len(y_cal)
def residual_leastsq(self, p, y, x):
a = P4Rm()
P4Rm.ParamDict['_fp_min'] = p
self.strain_DW()
res = f_Refl_fit(a.AllDataDict['geometry'], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict['resol'], mode='same')
y_cal = y_cal / y_cal.max() + a.AllDataDict['background']
self.count += 1
if self.count % 50 == 0:
self.f_strain_DW()
sleep(0.2)
deformation = [p]
evt = LiveEvent(S4R.Live_COUNT, -1, y_cal, None, deformation)
wx.PostEvent(self.parent, evt)
if self.need_abort == 1:
return (log10(y_cal) - log10(y_cal))
else:
return (log10(y) - log10(y_cal))
def residual_leastsq(self, p, y, x):
a = P4Rm()
P4Rm.ParamDict["_fp_min"] = p
self.strain_DW()
res = f_Refl_fit(a.AllDataDict["geometry"], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict["resol"], mode="same")
y_cal = y_cal / y_cal.max() + a.AllDataDict["background"]
self.count += 1
if self.count % 50 == 0:
self.f_strain_DW()
sleep(0.2)
deformation = [p]
evt = LiveEvent(S4R.Live_COUNT, -1, y_cal, None, deformation)
wx.PostEvent(self.parent, evt)
if self.need_abort == 1:
return log10(y_cal) - log10(y_cal)
else:
return log10(y) - log10(y_cal)
def residual_lmfit4iteration(self, pars):
a = P4Rm()
res = f_Refl_fit(a.AllDataDict['geometry'], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict['resol'], mode='same')
y_cal = y_cal / y_cal.max() + a.AllDataDict['background']
return y_cal
def residual_lmfit4iteration(self, pars):
a = P4Rm()
res = f_Refl_fit(a.AllDataDict["geometry"], self.Data4f_Refl)
y_cal = convolve(abs(res) ** 2, a.ParamDict["resol"], mode="same")
y_cal = y_cal / y_cal.max() + a.AllDataDict["background"]
return y_cal