diff --git a/Gammaspektroskopie/tools/gamma_tools.py b/Gammaspektroskopie/tools/gamma_tools.py index 208ee2393c3019f70813573f176118c82e0c61cc..40f0c89e73ea83f739cf25c79fea74014f2e016d 100644 --- a/Gammaspektroskopie/tools/gamma_tools.py +++ b/Gammaspektroskopie/tools/gamma_tools.py @@ -34,8 +34,6 @@ def gaussian (x, mu, sigma = 50, baseline = 5, s = 0.9, N = 1000, xmin = 0, xmax def compton_edge (x, mu, sigma = 10, A = 1, B = 0.5, baseline = 5, s = 0.9, N = 1000, xmin = 0, xmax = 100): return s * special.erfc((x-mu)/(np.sqrt(2) * sigma)) /(2*(mu-xmin)) * (1 + (A * (x/(mu * B) - 1)**2)) + (1-s)*baseline/(xmax-xmin) -# return s * special.erfc((x-mu)/(np.sqrt(2) * sigma)) /(2*(mu-xmin)) + (1-s)*baseline/(xmax-xmin) -# return (s * special.erfc((x-mu)/(np.sqrt(2) * sigma)) * (1 + B * (x/mu - 0.5)**2))/(xmax-xmin) + (1-s)*baseline/(xmax-xmin) @@ -43,7 +41,7 @@ def compton_edge (x, mu, sigma = 10, A = 1, B = 0.5, baseline = 5, s = 0.9, N = # Fit a photopeak using a Gaussian model function # # ################################################## -def fit_peak (datax, datay, x1 = None, x2 = None, showResult = True, label = None, **initparams): +def fit_peak (datax, datay, x1 = None, x2 = None, label = None, xlabel = 'Channel', ylabel = 'Count', showResult = True, **initparams): # Check if a lower x-limit for the fit is given, otherwise use the minimum of the provided dataset if x1 == None: x1 = min(datax) @@ -54,7 +52,7 @@ def fit_peak (datax, datay, x1 = None, x2 = None, showResult = True, label = Non datax_clipped = np.delete(datax, np.where((x1 > datax) | (datax > x2))) datay_clipped = np.delete(datay, np.where((x1 > datax) | (datax > x2))) # Set axis labels - axislabels = ['Channel', 'Count'] + axislabels = [xlabel, ylabel] # Perform a Gaussian fit on the remaining data, choosing the position of the maximum value in the data as an initial value for the position of the peak fit = hist_fit_data(datax_clipped, datay_clipped, model = gaussian, limitedparams = [['mu', {'lower':0}], ['sigma', {'lower':0}], ['s', {'lower':0, 'upper':1}]], fixedparams = [["N", np.sum(datay_clipped)], ["xmin", x1], ["xmax", x2]], mu = datax_clipped[np.argmax(datay_clipped)], label = label, showResult = showResult, axislabels = axislabels, **initparams) # Return fit object @@ -66,7 +64,7 @@ def fit_peak (datax, datay, x1 = None, x2 = None, showResult = True, label = Non # Fit a compton edge using a complementary error function # # ########################################################## -def fit_compton (datax, datay, x1 = None, x2 = None, showResult = True, label = None, **initparams): +def fit_compton (datax, datay, x1 = None, x2 = None, label = None, xlabel = 'Channel', ylabel = 'Count', showResult = True, **initparams): # Check if a lower x-limit for the fit is given, otherwise use the minimum of the provided dataset if x1 == None: x1 = min(datax) @@ -83,7 +81,7 @@ def fit_compton (datax, datay, x1 = None, x2 = None, showResult = True, label = diffs.append(np.abs(np.sum(dif[i:i+25]))) mu0 = datax_clipped[np.argmax(diffs)] # Set axis labels - axislabels = ['Channel', 'Count'] + axislabels = [xlabel, ylabel] # Perform the fit on the remaining data using the estimated position as an initial value fit = hist_fit_data(datax_clipped, datay_clipped, model = compton_edge, limitedparams = [['mu', {'lower':0}], ['sigma', {'lower':0}], ['A', {'lower':0}], ['B', {'lower':0.3, 'upper':0.9}], ['s', {'lower':0, 'upper':1}]], fixedparams = [["N", np.sum(datay_clipped)], ["xmin", x1], ["xmax", x2]], mu = mu0, B = mu0, label = label, axislabels = axislabels, showResult = showResult, **initparams) # Return fit object diff --git a/Gammaspektroskopie/tools/gamma_tools_example.ipynb b/Gammaspektroskopie/tools/gamma_tools_example.ipynb index 704de062351ccc51ddc862f0bc7b8664724a1465..5aea4708ecdda037d872735177d0c61493a04a3c 100644 --- a/Gammaspektroskopie/tools/gamma_tools_example.ipynb +++ b/Gammaspektroskopie/tools/gamma_tools_example.ipynb @@ -66,7 +66,7 @@ "id": "0d565800-4345-4435-a567-5e31ea68d232", "metadata": {}, "source": [ - "Next, we need to assign channel numbers to each entry. This is easily done with 'numpy.arange()'" + "Next, we need to assign channel numbers to each entry. This is easily done with 'numpy.arange()'." ] }, { @@ -99,7 +99,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -110,6 +110,9 @@ ], "source": [ "plt.bar(data_channel, data_peak, width = 1)\n", + "plt.title('Example peak')\n", + "plt.xlabel('Channel')\n", + "plt.ylabel('Count')\n", "plt.show()" ] }, @@ -176,9 +179,7 @@ "source": [ "It can be benefitial or even necessary to restrict the scope of the fit. To do this you can simply specify the lower and upper bounds for the fit after the data. \n", "\n", - "Additionally, you can label the fit using the modifier 'label'. You can also disable the visual output using the modifier 'showResult = False'. \n", - "\n", - "Finally, should it be necessary it is possible to specify initial values for the fit parameters through modifiers, e.g. 'mu = 1234' or 'sigma = 56'." + "Additionally, you can label the fit using the modifier 'label' or manually set the axis labels (for example after energy callibration). You can also disable the visual output using the modifier 'showResult = False'. ." ] }, { @@ -189,7 +190,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -199,7 +200,7 @@ } ], "source": [ - "peak_fit_2 = fit_peak(data_channel, data_peak, 120, 290, label = 'Example gaussian peak fit')" + "peak_fit_2 = fit_peak(data_channel, data_peak, 120, 290, label = 'Example gaussian peak fit', xlabel = 'Energy (keV)')" ] }, { @@ -248,7 +249,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -259,6 +260,9 @@ ], "source": [ "plt.bar(data_channel, data_compton, width = 1)\n", + "plt.title('Example Compton edge')\n", + "plt.xlabel('Channel')\n", + "plt.ylabel('Count')\n", "plt.show()" ] }, @@ -318,13 +322,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 19, "id": "8fd3f567-75d7-41f3-8733-6433d38fec86", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "<Figure size 1200x500 with 2 Axes>" ] @@ -334,7 +338,7 @@ } ], "source": [ - "compton_fit_2 = fit_compton(data_channel, data_compton, 250, 350, label = 'Example compton edge fit')" + "compton_fit_2 = fit_compton(data_channel, data_compton, 270, 360, label = 'Example compton edge fit', xlabel = 'Energy (keV)')" ] }, {