Loading src/curvefit.py +29 −4 Original line number Diff line number Diff line Loading @@ -110,15 +110,40 @@ def fit(initial_guess, file_name): # report_fit(result) for param in result.params.values(): if param.stderr is None: string = "%s: %f +/- undetermined (init = %f)" % (param.name, param.value, param.init_value) else: string = "%s: %f +/- %f (init = %f)" % (param.name, param.value, param.stderr, param.init_value) print(string) # plot the result fig = plt.figure(figsize=(6, 6)) ax = plt.subplot(1, 1, 1) ax.plot(QD_exp,IQ_exp,'.b',label='SANS data') ax.plot(QD_exp,IQ_th(result.params, QD),'-r',label='SANS data') ax.set_yscale('log') ax.set_xscale('log') # ax.set_xlim([2,40]) # ax.set_ylim([0.2,4000]) ax.set_xlabel(r'$QD$',fontsize=20) ax.set_ylabel(r'$I(QD)$',fontsize=20) ax.tick_params(direction='in', axis='both', which='both', labelsize=18, pad=10) ax.legend(fontsize=16,frameon=False) plt.savefig('output.png') # plt.show() # print the result print('Printing results to output.txt') with open('/src/output.txt', 'w') as f: for param in result.params.values(): if param.stderr is None: string = "%s: %f +/- undetermined (init = %f)" % (param.name, param.value, param.init_value) else: string = "%s: %f +/- %f (init = %f)" % (param.name, param.value, param.stderr, param.init_value) print(string) f.write(string) if __name__ == '__main__': Loading Loading
src/curvefit.py +29 −4 Original line number Diff line number Diff line Loading @@ -110,15 +110,40 @@ def fit(initial_guess, file_name): # report_fit(result) for param in result.params.values(): if param.stderr is None: string = "%s: %f +/- undetermined (init = %f)" % (param.name, param.value, param.init_value) else: string = "%s: %f +/- %f (init = %f)" % (param.name, param.value, param.stderr, param.init_value) print(string) # plot the result fig = plt.figure(figsize=(6, 6)) ax = plt.subplot(1, 1, 1) ax.plot(QD_exp,IQ_exp,'.b',label='SANS data') ax.plot(QD_exp,IQ_th(result.params, QD),'-r',label='SANS data') ax.set_yscale('log') ax.set_xscale('log') # ax.set_xlim([2,40]) # ax.set_ylim([0.2,4000]) ax.set_xlabel(r'$QD$',fontsize=20) ax.set_ylabel(r'$I(QD)$',fontsize=20) ax.tick_params(direction='in', axis='both', which='both', labelsize=18, pad=10) ax.legend(fontsize=16,frameon=False) plt.savefig('output.png') # plt.show() # print the result print('Printing results to output.txt') with open('/src/output.txt', 'w') as f: for param in result.params.values(): if param.stderr is None: string = "%s: %f +/- undetermined (init = %f)" % (param.name, param.value, param.init_value) else: string = "%s: %f +/- %f (init = %f)" % (param.name, param.value, param.stderr, param.init_value) print(string) f.write(string) if __name__ == '__main__': Loading