diff --git a/Gammaspektroskopie/tools/Data/compton_example_data.hst b/Gammaspektroskopie/tools/Data/compton_example_data.hst new file mode 100644 index 0000000000000000000000000000000000000000..c7c5c60a0bf223f2b75b6fa9f49526a2ad1c1e64 --- /dev/null +++ b/Gammaspektroskopie/tools/Data/compton_example_data.hst @@ -0,0 +1,502 @@ +# simulated compton spectrum +# counts per channel +2243 +2013 +2041 +2137 +1847 +1924 +2106 +2076 +2035 +1969 +2099 +1999 +2058 +1916 +1839 +2009 +2072 +1869 +1990 +1828 +1755 +1867 +1891 +1913 +1768 +1981 +1872 +1874 +1708 +1695 +1788 +1812 +1900 +1871 +1881 +1933 +1845 +1708 +1921 +1641 +1745 +1712 +1653 +1481 +1708 +1764 +1522 +1780 +1725 +1771 +1594 +1676 +1768 +1703 +1739 +1644 +1687 +1649 +1663 +1710 +1624 +1610 +1600 +1436 +1743 +1482 +1365 +1676 +1685 +1564 +1545 +1611 +1485 +1460 +1466 +1720 +1538 +1598 +1524 +1596 +1487 +1546 +1463 +1617 +1493 +1517 +1537 +1527 +1587 +1481 +1520 +1481 +1516 +1340 +1584 +1415 +1424 +1403 +1492 +1622 +1529 +1469 +1598 +1339 +1428 +1561 +1359 +1561 +1488 +1456 +1336 +1503 +1467 +1531 +1309 +1321 +1318 +1353 +1284 +1502 +1292 +1385 +1311 +1379 +1403 +1332 +1331 +1419 +1399 +1426 +1320 +1371 +1242 +1347 +1452 +1450 +1337 +1419 +1363 +1423 +1256 +1286 +1210 +1349 +1371 +1546 +1376 +1477 +1381 +1440 +1351 +1322 +1318 +1403 +1266 +1432 +1436 +1403 +1289 +1386 +1323 +1366 +1239 +1391 +1392 +1439 +1492 +1315 +1404 +1462 +1523 +1491 +1266 +1366 +1399 +1375 +1334 +1257 +1381 +1381 +1307 +1449 +1388 +1512 +1475 +1441 +1459 +1343 +1458 +1328 +1332 +1466 +1445 +1405 +1319 +1321 +1285 +1466 +1614 +1423 +1466 +1388 +1393 +1348 +1453 +1443 +1288 +1206 +1423 +1473 +1419 +1593 +1419 +1343 +1355 +1507 +1639 +1489 +1438 +1555 +1380 +1503 +1413 +1409 +1478 +1442 +1394 +1592 +1391 +1293 +1330 +1372 +1640 +1542 +1513 +1514 +1533 +1561 +1559 +1287 +1525 +1519 +1519 +1683 +1540 +1580 +1567 +1412 +1391 +1535 +1540 +1517 +1338 +1426 +1499 +1574 +1577 +1454 +1564 +1557 +1335 +1575 +1292 +1420 +1797 +1498 +1529 +1609 +1484 +1589 +1432 +1642 +1473 +1615 +1633 +1507 +1506 +1608 +1551 +1471 +1567 +1644 +1716 +1499 +1437 +1629 +1507 +1433 +1602 +1567 +1425 +1489 +1456 +1650 +1428 +1503 +1530 +1428 +1430 +1435 +1555 +1434 +1289 +1358 +1437 +1510 +1466 +1395 +1441 +1344 +1204 +1273 +1277 +1269 +1194 +1316 +1098 +1123 +1150 +1218 +1197 +1051 +1216 +1117 +1152 +1170 +944 +931 +1071 +950 +1011 +1044 +992 +966 +916 +954 +763 +731 +792 +876 +915 +750 +721 +837 +742 +659 +865 +708 +615 +627 +667 +613 +592 +547 +588 +553 +609 +547 +475 +525 +451 +547 +558 +387 +466 +444 +532 +442 +422 +291 +375 +409 +373 +331 +389 +398 +351 +365 +284 +292 +276 +340 +280 +309 +337 +306 +191 +290 +225 +252 +275 +330 +173 +253 +218 +276 +227 +291 +224 +153 +248 +254 +207 +265 +242 +193 +276 +125 +179 +260 +209 +199 +202 +187 +110 +224 +142 +108 +152 +195 +240 +198 +213 +204 +193 +100 +191 +158 +327 +210 +237 +188 +184 +94 +254 +214 +170 +176 +150 +96 +141 +222 +223 +179 +184 +231 +188 +158 +186 +174 +135 +181 +185 +206 +77 +254 +242 +234 +248 +319 +188 +216 +190 +194 +179 +167 +284 +261 +145 +70 +184 +136 +130 +161 +221 +200 +207 +182 +91 +169 +249 +145 +185 +152 +239 +216 +299 +214 +131 +228 +124 +110 +100 +160 +248 +291 +163 +139 +185 +112 diff --git a/Gammaspektroskopie/tools/Data/peak_example_data.hst b/Gammaspektroskopie/tools/Data/peak_example_data.hst new file mode 100644 index 0000000000000000000000000000000000000000..3de55bce743c1e1ceaa33142608f6cc86985532f --- /dev/null +++ b/Gammaspektroskopie/tools/Data/peak_example_data.hst @@ -0,0 +1,502 @@ +# simulated peak spectrum +# counts per channel +219 +200 +85 +196 +165 +185 +87 +272 +117 +67 +125 +175 +216 +186 +204 +156 +88 +183 +101 +68 +176 +85 +167 +84 +129 +160 +147 +171 +182 +183 +205 +156 +167 +175 +125 +152 +263 +133 +224 +226 +144 +187 +220 +148 +239 +231 +269 +194 +200 +204 +184 +269 +231 +261 +146 +243 +194 +262 +228 +247 +263 +236 +254 +326 +321 +255 +334 +273 +236 +299 +305 +246 +311 +385 +299 +303 +334 +283 +340 +307 +445 +396 +307 +307 +447 +368 +420 +386 +498 +403 +442 +404 +491 +402 +449 +508 +522 +473 +520 +513 +551 +562 +530 +576 +539 +722 +646 +521 +683 +674 +679 +707 +691 +734 +746 +776 +760 +843 +918 +899 +843 +710 +856 +1079 +907 +975 +1129 +1170 +1053 +965 +1034 +1156 +1020 +1049 +1044 +1039 +1334 +1188 +1189 +1153 +1308 +1282 +1388 +1411 +1529 +1348 +1423 +1549 +1615 +1648 +1541 +1457 +1557 +1569 +1671 +1581 +1690 +1773 +1672 +1755 +1641 +1926 +1753 +1735 +1861 +1919 +1970 +1734 +2055 +1859 +1964 +1941 +2004 +2106 +2231 +2027 +2111 +2158 +2208 +2187 +2373 +2257 +2198 +2093 +2327 +2153 +2320 +2391 +2349 +2463 +2239 +2460 +2244 +2395 +2407 +2340 +2353 +2468 +2534 +2432 +2454 +2469 +2449 +2387 +2171 +2272 +2442 +2084 +2345 +2358 +2417 +2410 +2337 +2310 +2301 +2236 +2364 +2320 +2285 +2360 +2463 +2348 +2122 +2523 +2194 +2361 +2179 +2183 +2090 +2160 +2222 +2336 +2253 +2119 +2178 +2236 +2165 +2139 +2139 +2318 +2166 +2046 +2199 +2047 +1963 +1998 +2044 +1860 +2060 +1939 +1844 +1717 +1688 +1747 +1817 +1835 +1995 +1810 +1762 +1579 +1668 +1669 +1588 +1528 +1447 +1485 +1635 +1396 +1411 +1376 +1478 +1396 +1471 +1296 +1209 +1394 +1236 +1302 +1215 +1159 +1021 +987 +1097 +1066 +980 +1132 +963 +1120 +988 +977 +895 +900 +918 +833 +994 +776 +737 +700 +720 +712 +811 +675 +715 +691 +743 +653 +681 +665 +668 +655 +640 +703 +580 +512 +509 +506 +597 +541 +371 +552 +429 +449 +415 +420 +380 +488 +418 +370 +398 +385 +415 +421 +396 +239 +364 +297 +371 +285 +362 +297 +259 +290 +316 +234 +276 +207 +314 +209 +272 +96 +279 +245 +239 +190 +286 +329 +215 +199 +215 +101 +265 +240 +164 +254 +221 +185 +199 +193 +168 +217 +180 +171 +204 +227 +167 +148 +158 +168 +177 +225 +234 +98 +249 +140 +210 +293 +153 +126 +197 +144 +263 +205 +140 +171 +159 +50 +144 +180 +218 +95 +219 +79 +104 +170 +189 +135 +207 +113 +210 +176 +224 +135 +32 +202 +126 +122 +166 +107 +147 +161 +180 +147 +120 +146 +171 +172 +220 +79 +186 +128 +81 +158 +58 +41 +101 +170 +151 +185 +137 +151 +180 +143 +240 +152 +122 +226 +114 +150 +184 +135 +185 +218 +175 +171 +106 +123 +187 +136 +171 +213 +111 +156 +134 +122 +178 +119 +181 +231 +126 +147 +102 +228 +190 +126 +84 +147 +191 +276 +165 +126 +260 +170 +123 +216 +189 +72 +169 +149 +202 +191 +152 +163 +123 +136 +114 +145 +185 +166 +96 +154 diff --git a/Gammaspektroskopie/tools/gamma_tools.py b/Gammaspektroskopie/tools/gamma_tools.py new file mode 100644 index 0000000000000000000000000000000000000000..a7c2ed78926a41948bf8e222925bf0fdee05dfb9 --- /dev/null +++ b/Gammaspektroskopie/tools/gamma_tools.py @@ -0,0 +1,141 @@ +import numpy as np +from matplotlib import pyplot as plt +from kafe2 import HistContainer, HistFit, Plot +from scipy import special + + + +######################################################################################################################################## +# TABLE OF CONTENTS # +##################### +# +# - Gaussian model function for photopeaks +# - Model function for compton edges using the complementary error function 'erfc' (Convolution of Gaussian and Heaviside-Step-Function) with a quadratic form correction factor +# - Fit a photopeak using a Gaussian model function +# - Fit a compton edge using a complementary error function +# - Custom wrapper for fitting a custom function to a histogram using Kafe2, combining all relevant steps +# +######################################################################################################################################## + + + +########################################## +# Gaussian model function for photopeaks # +########################################## + +def gaussian (x, mu, sigma = 10, baseline = 0, A = 100): + return A * np.exp(-(x - mu)**2 / (2 * (sigma**2))) + baseline + + + +################################################################################################################################################################################ +# Model function for compton edges using the complementary error function 'erfc' (Convolution of Gaussian and Heaviside-Step-Function) with a quadratic form correction factor # +################################################################################################################################################################################ + +def compton_edge (x, mu, sigma = 10, baseline = 0, A = 100, B = 1): + return A * special.erfc((x-mu)/(np.sqrt(2) * sigma)) * (1 + B * (x/mu - 0.5)**2) + baseline + + + +################################################### +# Fit a photopeak using a Gaussian model function # +################################################### + +def fit_peak (datax, datay, x1 = None, x2 = None, baseline = 0, showResult = True, label = None, **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) + # Check if an upper x-limit for the fit is given, otherwise use the maximum of the provided dataset + if x2 == None: + x2 = max(datax) + # Remove datapoints outside the specified fit range + 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'] + # Set model LaTeX expression + modelexpression = 'A \\cdot e^{{\\frac{{-(x-\\mu)^2}}{{2 \\sigma^2}}}} + \\mathrm{{baseline}}' + # 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 and it's value for the height of the peak + fit = hist_fit_data(datax_clipped, datay_clipped, model = gaussian, limitedparams = ['mu', 'sigma'], fixedparams = [["baseline", baseline]], mu = datax_clipped[np.argmax(datay_clipped)], A = np.max(datay_clipped), label = label, showResult = showResult, axislabels = axislabels, modelexpression = modelexpression, **initparams) + # Return fit object + return fit + + + +########################################################### +# Fit a compton edge using a complementary error function # +# ########################################################## + +def fit_compton (datax, datay, x1 = None, x2 = None, baseline = 0, showResult = True, label = None, **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) + # Check if an upper x-limit for the fit is given, otherwise use the maximum of the provided dataset + if x2 == None: + x2 = max(datax) + # Remove datapoints outside the specified fit range + datax_clipped = np.delete(datax, np.where((x1 > datax) | (datax > x2))) + datay_clipped = np.delete(datay, np.where((x1 > datax) | (datax > x2))) + # Determine an initial value for the position of the compton edge by estimating where the slope is maximal + dif = np.diff(datay_clipped) + diffs = [] + for i in range(len(datay_clipped-25)): + diffs.append(np.abs(np.sum(dif[i:i+25]))) + mu0 = datax_clipped[np.argmax(diffs)] + # Set axis labels + axislabels = ['Channel', 'Count'] + # Set model LaTeX expression + modelexpression = 'A \\cdot \\mathrm{{erfc}}(\\frac{{x-mu}}{{\\sqrt{{2}} \\sigma}}) \\cdot (1 + B (\\frac{{x}}{{mu}} - \\frac{{1}}{{2}})^2) + \\mathrm{{baseline}}' + # 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', 'sigma', 'B'], fixedparams = [["baseline", baseline]], mu = mu0, A = np.max(datay_clipped), label = label, axislabels = axislabels, modelexpression = modelexpression, showResult = showResult, **initparams) + # Return fit object + return fit + + + +######################################################################################################### +# Custom wrapper for fitting a custom function to a histogram using Kafe2, combining all relevant steps # +# ######################################################################################################## + +def hist_fit_data (x, y, model = None, label = 'data', constraints = [], fixedparams = [], limitedparams = [], parameternames = None, modellabel = None, modelname = None, axislabels = [None, None], modelexpression = None, report = False, showResult = False, **initialvalues): + # Organise data histogram container + step = x[1]-x[0] + data = HistContainer(bin_edges = np.arange(x[0]-0.5*step, x[-1]+step, step = step)) + data.set_bins(y) + data.label = label + data.axis_labels = axislabels + # Assign data and model to fit + fit = HistFit(data, model_function = model, density = False) + # Assign parameter constraints and set as initial values + for a in constraints: + fit.add_parameter_constraint(name = a[0], value = a[1], uncertainty = a[2]) + fit.set_parameter_values(**{a[0]:a[1]}) + # Assign fixed parameter values (Causes errors concerning non-positive uncertainties) + for b in fixedparams: + fit.fix_parameter(name = b[0], value = b[1]) + # Assign additional initial values + fit.set_parameter_values(**initialvalues) + # Limit parameters to be either zero or positive, not negative + for a in limitedparams: + fit.limit_parameter(a, lower = 0) + #Assign parameter names as well as model label, name and expression + if parameternames != None: + fit.assign_parameter_latex_names(**parameternames) + if modellabel != None: + fit.model_label = modellabel + if modelname != None: + fit.assign_model_function_latex_name(modelname) + if modelexpression != None: + fit.assign_model_function_latex_expression(modelexpression) + # Perform fit + fit.do_fit() + # Plot fit results if desired + if showResult: + p = Plot(fit) + p.plot() + plt.show() + # Report fit results if desired + if report: + fit.report() + # Return fit + return fit \ No newline at end of file diff --git a/Gammaspektroskopie/tools/gamma_tools_example.ipynb b/Gammaspektroskopie/tools/gamma_tools_example.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..1a32b52a4e88311dcf29ba9517bde4fd2aa09ec4 --- /dev/null +++ b/Gammaspektroskopie/tools/gamma_tools_example.ipynb @@ -0,0 +1,439 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7b29d607-3060-4d0b-8fdd-280afaf9010a", + "metadata": {}, + "source": [ + "# How to use the gamma spectroscopy python tools" + ] + }, + { + "cell_type": "markdown", + "id": "61c1a43a-6fa9-4063-8a52-ec72eda0cff8", + "metadata": {}, + "source": [ + "This notebook will serve as a quick introduction with examples on how to use the pre-made python tools for the lab course 'Gamma spectroscopy'." + ] + }, + { + "cell_type": "markdown", + "id": "f4d2df5a-668f-4207-893c-1dfb0596db45", + "metadata": {}, + "source": [ + "First, we import the usual packages we are going to need (Matplotlib and Numpy). " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "998120f4-1032-45b3-911c-e5714ed66d66", + "metadata": {}, + "outputs": [], + "source": [ + "from matplotlib import pyplot as plt\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "05426903-5f9e-47f1-9083-ccf78353c6ed", + "metadata": {}, + "source": [ + "## How to fit a peak" + ] + }, + { + "cell_type": "markdown", + "id": "37c89cf7-1daa-4012-aac4-d4ed271f9ce8", + "metadata": {}, + "source": [ + "To begin with we need to import our data. Since the '.hst' format used is a version of a CSV file, we can use 'numpy.genfromtxt()' natively." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2a2bd3d3-f875-419b-be58-cf232436cb24", + "metadata": {}, + "outputs": [], + "source": [ + "data_peak = np.genfromtxt(\"./Data/peak_example_data.hst\")" + ] + }, + { + "cell_type": "markdown", + "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()'" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "433c5f29-b03c-4f71-b001-f1048799894a", + "metadata": {}, + "outputs": [], + "source": [ + "data_channel = np.arange(len(data_peak))" + ] + }, + { + "cell_type": "markdown", + "id": "810d9337-b976-4120-a710-2d6070f51b76", + "metadata": {}, + "source": [ + "With our data imported and arranged we can plot it. Since the data provided by the multi-channel analyser is essentially a histogram, we plot it as a bar chart using 'pyplot.bar()'. \n", + "\n", + "It is important to remember to set the modifier 'width = 1' so that each bar corresponds to one channel.\n", + "\n", + "It should also be mentioned that 'pyplot.bar()' is significantly more computationally complex than 'pyplot.plot()', which means that for larger datasets the plotting process can take a while. Don't worry, it probably didn't crash. Give it some time." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "7ff7840e-24b3-44ff-8ec4-d615668d8651", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.bar(data_channel, data_peak, width = 1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4bbdecb5-0718-4dbb-84ba-ebe407390d56", + "metadata": {}, + "source": [ + "Now we are ready to fit our peak. Therefore we import the function 'fit_peak' from the 'gamma_tools' file.\n", + "\n", + "This function allows us to easily perform a histogram fit on our data with a gaussian model function using Kafe2." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "f6992d66-98be-432e-9f51-08b45d981c5b", + "metadata": {}, + "outputs": [], + "source": [ + "from gamma_tools import fit_peak" + ] + }, + { + "cell_type": "markdown", + "id": "815a3bc9-9ca9-4d71-8b18-99cd6971afa9", + "metadata": {}, + "source": [ + "First let's try performing a fit without any options (don't forget to assign the results to a variable):" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "e0d5e23e-6175-476b-ac32-3e14f57183e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "peak_fit_1 = fit_peak(data_channel, data_peak)" + ] + }, + { + "cell_type": "markdown", + "id": "e9390b49-279f-43df-a726-9f077834766e", + "metadata": {}, + "source": [ + "As you can see, the fit does not converge properly. \n", + "\n", + "To improve this, we can set the baseline for our fit. This is the offset of our peak relative to the x-axis due to whatever background the peak is sitting on. \n", + "\n", + "It is simply estimated by eye, usually through iteration (try a value, change it, see if the result improves, etc.)." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "9688a177-f9a7-441b-a985-291e47ffa99f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "peak_fit_2 = fit_peak(data_channel, data_peak, baseline = 120)" + ] + }, + { + "cell_type": "markdown", + "id": "2dd8c0e4-49e2-474f-9b79-9bb03b21893b", + "metadata": {}, + "source": [ + "This greatly improves the results of our fit. However 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'." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8764bfae-31ba-471f-9567-13f814fc73cf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "peak_fit_3 = fit_peak(data_channel, data_peak, 100, 300, baseline = 120, label = 'Example gaussian peak fit')" + ] + }, + { + "cell_type": "markdown", + "id": "e6079a2f-e7e4-4e0d-8fc3-3bcb9037fcbb", + "metadata": {}, + "source": [ + "## How to fit a compton edge" + ] + }, + { + "cell_type": "markdown", + "id": "307fb4aa-2aaa-40fb-a73e-da5166895e5e", + "metadata": {}, + "source": [ + "The process for fitting a compton edge is largely analogue to that for fitting a peak. The main difference lies in the different model function. In this case a model function based around the complementary error function 'erfc' is used. \n", + "\n", + "Why an error function? As a rough approximation the compton continuum can be considered to follow a step function. However, this step function is effected by the finite energy resolution of the detector, just like the line of the photopeak is broadened into a Gaussian distribution. Therefore we have to consider the convolution of a step function with a gaussian distribution, which yields the error function.\n", + "\n", + "In reality the compton continuum does obviously not follow a simple step function. On the contrary its specific form varies from case to case and can be very complicated. However a form correction is usually necessary to get acceptable results. In most cases this correction factor is determined phenomenologically. For the purposes of the lab course a quadratic form factor has been found to be a good match for the data." + ] + }, + { + "cell_type": "markdown", + "id": "52803bfc-8c47-4407-9b73-410afde8f5a7", + "metadata": {}, + "source": [ + "Import and plot the data:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "12481a57-aa99-42ff-986d-0bef917e9901", + "metadata": {}, + "outputs": [], + "source": [ + "data_compton = np.genfromtxt(\"./Data/compton_example_data.hst\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5a2fa46b-2aa6-42c1-a812-154ce4514f98", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 640x480 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.bar(data_channel, data_compton, width = 1)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b5ea5554-3334-440f-8c9b-433ff4c98f58", + "metadata": {}, + "source": [ + "Import the function 'fit_compton' and perform an initial fit:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "df9dbb28-a88c-46a1-84af-e85c4d0c07c9", + "metadata": {}, + "outputs": [], + "source": [ + "from gamma_tools import fit_compton" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "acccb39e-1b57-4cff-8231-479ec69530ef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: the cost function has been evaluated as infinite. The fit might not converge correctly.\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "compton_fit_1 = fit_compton(data_channel, data_compton)" + ] + }, + { + "cell_type": "markdown", + "id": "330b259d-0429-4ef1-b78a-8e5e7772b8d2", + "metadata": {}, + "source": [ + "Once again, manually set the baseline for the fit." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "171c09f0-aa8c-4a43-8439-cef509aa1695", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: the cost function has been evaluated as infinite. The fit might not converge correctly.\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "compton_fit_2 = fit_compton(data_channel, data_compton, baseline = 150)" + ] + }, + { + "cell_type": "markdown", + "id": "f5064481-d5e2-40ae-b00e-fd581720db79", + "metadata": {}, + "source": [ + "Just like with 'fit_peak' the fit range as well as further modifiers can be specified." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8fd3f567-75d7-41f3-8733-6433d38fec86", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: the cost function has been evaluated as infinite. The fit might not converge correctly.\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1200x500 with 2 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "compton_fit_3 = fit_compton(data_channel, data_compton, 200, 400, baseline = 150, label = 'Example compton edge fit')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a61781b5-73e9-466d-90bd-4dc85d19dfe8", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}