{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example - 2CDE Method\n", "\n", "*This notebook is part of smFRET burst analysis software [FRETBursts](http://opensmfs.github.io/FRETBursts/).*\n", "\n", "> This notebook implements the 2CDE method from [Tomov 2012](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025).\n", ">\n", "> For a complete tutorial on burst analysis see \n", "> [FRETBursts - us-ALEX smFRET burst analysis](FRETBursts - us-ALEX smFRET burst analysis.ipynb)." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('0.13.2', '0.8.3')" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import warnings\n", "with warnings.catch_warnings():\n", " from fretbursts import *\n", "from fretbursts.phtools import phrates\n", "sns = init_notebook(apionly=True)\n", "import fretbursts\n", "sns.__version__, fretbursts.__version__" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Tweak here matplotlib style\n", "import matplotlib as mpl\n", "mpl.rcParams['font.sans-serif'].insert(0, 'Arial')\n", "mpl.rcParams['font.size'] = 12\n", "%config InlineBackend.figure_format = 'retina'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Load Data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "URL: http://files.figshare.com/2182601/0023uLRpitc_NTP_20dT_0.5GndCl.hdf5\n", "File: 0023uLRpitc_NTP_20dT_0.5GndCl.hdf5\n", " \n", "File already on disk: c:\\Users\\jhsmi\\repos\\contrib\\FRETBursts_notebooks\\notebooks\\data/0023uLRpitc_NTP_20dT_0.5GndCl.hdf5 \n", "Delete it to re-download.\n", "# Total photons (after ALEX selection): 2,259,522\n", "# D photons in D+A excitation periods: 721,537\n", "# A photons in D+A excitation periods: 1,537,985\n", "# D+A photons in D excitation period: 1,434,842\n", "# D+A photons in A excitation period: 824,680\n", "\n", " - Calculating BG rates ... Channel 0\n", "[DONE]\n", " - Performing burst search (verbose=False) ...[DONE]\n", " - Calculating burst periods ...[DONE]\n", " - Counting D and A ph and calculating FRET ... \n", " - Applying background correction.\n", " [DONE Counting D/A]\n", "\n" ] }, { "data": { "image/png": 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" ] }, "execution_count": 4, "metadata": { "image/png": { "height": 605, "width": 737 } }, "output_type": "execute_result" }, { "data": { "image/png": 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v2LBBI0aMUM+ePTV8+PAcG04WpdmzZ+v11193tiNp0aKFtmzZok6dOuXr+hUrVjiP+/bte8WxvXr1cha3f/rpJzkcDue57OxsZ3sVwzDUp0+fK851+b0WLFiQr1wBAAUzY8YMnTlzxiUW1nGALNYbe6sN3+BQVepwj0vs1KlT+uKLLzyUEQAAAAAAuXNrIXzt2rXq1q2bqlatmuPcmDFj1KVLF02dOlWrVq3StGnTdNddd6lfv35KT093W46hoaH64IMPtG3bNjVs2DDf1+3cudN5fNttt11xbEhIiOrXry9JSkhI0P79+53nDh8+rMTERElSnTp1VL58+SvOdeuttzqP+Tg6ABS+2NjYHPsw+FcKV1DNxp5JqJgp26iD/CtUc4nNmjVL+/bt81BGAAAAAADk5LZC+Ndff60777xTa9eu1dmzZ3Xu3DnnuS1btmjMmDEyTTPHY8mSJRo6dGiR51epUiW9/fbbOnLkiJ599ln5+BRsld/Bgwedx7Vq1brq+PDw8FyvLax5AACF49NPP3X5hazFYlG55l1kGIYHsyo+DItF5dv0lK+vrzPmcDg0bty4PD8BBgAAAACAu7nlM90xMTF6+umnnc8DAgJ09uxZhYaGSpLef/99SRdbgTRu3FivvfaaYmNj9eabb+rs2bOaO3eunnzySbVv377IcuzVq5d69ep1TddmZmY6C/s+Pj4KCwu76jVVqlRxHl/+cfvTp087j6tVc11hl5sKFSrI19dXWVlZSkhIUEZGhvz8/K56nST9+eefVzx/eS5paWn0fC1BLi/aufMTFSgavJ+ec/DgQS1atMgl1r59e20KqOihjIon39Kh6t27t1auXOmM7d+/X1OnTtWQIUM8mFnR4++n9+E99S68nyUTP3cAAICi4JZC+Ndff620tDQZhqEhQ4boyy+/VEBAgCQpOTlZS5YsuZiMj4+WLVumypUrS5LuvPNONWvWTBkZGZo5c2aRFsKvR0JCgvM4MDAwX9dcPu7y669lroCAAGVlZTmvr1gxfwWa/BTaL9m4ceNV27SgeNq4caOnU0Ah4v10r8mTJzvbVUmSn5/fxfZe8R5MqpgqW7asSpUq5fJL1Pfff1+GYahChQoezMx9+PvpfXhPvQvvZ8kRFxfn6RQAAIAXcktrlEubP4aHh2vq1KnOIrgkrVq1ShkZGTIMQ126dHEWwSWpXr166tu3r0zT1Pr1692R6jXJyMhwHl/+2q7k8nGXX1+YcwEArt2hQ4d04MABl1jXrl3z/UvKG43VatXAgQNdWsbY7XbNmzdPpml6MDMAAAAAANy0IvzgwYMyDEN9+/aV1Wp1Obd8+XLncc+ePXNc26hRI82bN89lhVlxY7Fc3+8TLi8aFOZcV3PixIkrnj99+rTatGkjSerYsWOum5yieEpPT3eueurYsaP8/f09nBGuB++n+5mmqTlz5ig4ONgZK1eunMaMGaPff/9dU07s9mB2xVPbtm3VqlUrpaSkaM6cOc54bGyssrKy1LdvXw9mV3T4++l9eE+9C+9nyXS1Fo4AAADXwi2F8Ev9s2+66aYc51asWOE87tq1a47zlwq7KSkpRZTd9QsKCnIe57f34OV97y7/H/LCnOtqClLYDggIyPcKdRQv/v7+vHdehPfTPdasWaMDBw64/HLy0UcfVdmyZSmi5OHSn82nnnpKmzZtUkxMjPPc559/rq5duzr3BvFW/P30Pryn3oX3s+TgfQIAAEXBLa1RLm3e+Ndi9oEDB3T8+HFn/9BGjRrluDY6OlqSXFblFTeXF6/zu7FLamqq8zgkJCTXuS4fcyWX7mkYRrH+OgFASZCdna1PP/3UJVa9enX169fPQxmVLIGBgXr11VddYomJiXrvvfc8lBEAAAAAAG4qhNeqVUuSFBER4RJfvHix87hHjx45rktPT9eyZctkGIbq1atXtEleB4vFokqVKkmSMjMz87W5y8mTJ53Hl/dFr1KlivP41KlTV53n0kfOJSk0NFQ2my3feQMAclq4cKGOHz/uEnvsscfk4+OWD1F5hXbt2uX4d33lypX6+eefPZQRAAAAAOBG55ZCeOfOnWWaplasWOHsCX7mzBl99NFHzjF/+9vfXK5xOBx69tlnnb3BO3fu7I5Ur1nDhg2dx1FRUVcdf2mluySXIn9hzQMAKLj09HRNnjzZJdagQYNcW3fhyp5//vkcn1J6++238/1pJwAAAAAACpNbCuEjRoyQxWKRw+HQXXfdpRYtWuiWW27RqVOnZBiGqlatqj59+jjHv/vuu2rZsqWzGGGz2TR8+HB3pHrNmjZt6jzetm3bFceeP39e+/fvl3SxLUqdOnWc56pVq6ayZctKkvbv36/ExMQrzrVlyxbnccuWLQucNwDgf77//vscn+p54oknCrQRMS4KDQ3Vc8895xKLjY3VpEmTPJQRAAAAAOBG5pZCeIMGDTR69GiZpqns7GxFRkYqISFBpmnKYrHoiy++cPnI+eeff67du3fLNE1J0vvvv6+aNWu6I9Vr1rdvX+fxkiVLrjh22bJlcjgckqQ777zTZTO2y+fKzs52rqDPy+XtZXr27FmgnAEA/5OcnKxvv/3WJda2bVu1adPGQxmVfH369Mnx9Zs7d652797toYwAAAAAADcqtxTCJWnUqFH67rvvVLduXZmmKdM01axZMy1dulS9evVyGXvLLbfINE2FhYVp1qxZeuyxx9yV5jXr1KmTs9f3smXLtHXr1lzHZWRk6K233nI+Hzp0aI4x999/v/N4/Pjxzh7gf7Vp0yatWrVK0sU+47n1WQcA5M+sWbOUlJTkEnviiSc8lI13MAxDr732mnPTbEkyTVPjxo3L8982AAAAAACKgtsK4ZI0ZMgQHThwQPHx8UpISFBERITuvPPOHOMee+wxLViwQNHR0Ro0aJA7U7xmFotFY8aMcT7/29/+pl27drmMSUlJ0f3336+9e/dKktq0aaPevXvnmKtHjx5q3769JGn37t26//77lZKS4jLmt99+07333ut8PmrUKDZyA4BrlJiYqP/+978usS5duuiWW27xUEbe46abbtIjjzziEjt69GiO1fcAAAAAABQlj1ROL/XAzstdd92VI3bu3DmFhoYWVUqFYsSIEZozZ45Wr16t06dPq02bNurfv7+aNGmiuLg4zZ07V6dOnZIklS5dWt9++22ufWcNw9CXX36p2267TUlJSZo3b562bNmie++9V+XLl9fu3bv1448/OlfT9ejRI0eRAQCQfzNnzlRycrLzuWEY+te//uXBjLzL/fffrxUrVjj3x5Ckb775Rl27di32rc8AAAAAAN7BLSvCu3Tpoi5dumju3LkFvnbSpEkKDQ1V27ZtiyCzwmUYhn788Ufnxp9ZWVmaO3euXn/9dX388cfOIniVKlW0atUq1a9fP8+5GjZsqBUrVjjbrZw8eVIff/yxXn/9dc2dO9dZBO/Xr5/mz5+fo884ACB/EhISNHPmTJdYt27dVLt2bQ9l5H2sVqtGjRrl8m9VVlaWxo8f79wzAwAAAACAouSW6un69eu1YcMGnThxosDXpqSk6MKFCzp58mQRZFb4SpUqpcWLF2vhwoX629/+pqpVq8pmsyk4OFitW7fW+PHjtXfv3nwV9m+77TYdOHBAb7/9ttq2bavQ0FD5+voqLCxM/fr1048//qiFCxcqMDDQDa8MALzTjBkzlJqa6nxuGIZGjhzpwYy8U/369TVkyBCX2K5du/Tjjz96JiEAAAAAwA2lWDeVNk1TmzZtknRxNZknjB49WqNHjy7wdf369VO/fv2u+/6lS5fWK6+8oldeeeW65wIAuLpw4YK+//57l1iPHj1Uq1YtD2Xk3R5++GGtWbPG5ZfbH3/8sTp06KCKFSt6MDMAAAAAgLcrtEK43W7X4MGDFR8fn+eYzz//XIsXL87XfNnZ2Tpx4oSio6NlGAY9RAEAhe67775TWlqa87nFYmE1eBHy9/fXa6+9pscee8wZS0lJ0YQJEzRhwgQPZgYAAAAA8HaFVgj38fFRnz599NBDD+W6AaRpmjp69KiOHj1aoHlN05RhGBo2bFhhpQoAgM6dO6c5c+a4xHr16qXw8HAPZVRymdl27du3L19jDcNQ8+bNnZ/4kqTFixerZs2aat26tZo2bSqbzVZUqQIAAAAAblCF2hpl6NCh+vbbb7Vhw4Zcz5umWeA5Q0ND9a9//UvPPvvs9aYHAIDT9OnTlZ6e7nxusVg0YsQID2ZUcqXHndSYpSflH5Gcr/HZ1pt1MuVnZWf8rzf7S+9OUvmW3TX331Lr1q2LKlUAAAAAwA2q0HuEL168WHFxcc7npmmqVq1aMgxDr776ar6KDIZhyGq1Kjg4WKVLly7sFAEAN7gLFy5o3rx5LrG+ffuqWrVqHsqo5PMPC1dQtfr5v6DHUP25fKrzqenIVmpMwT41BgAAAABAfhV6IbxUqVIqVapUjrhpmipbtiwfOQcAeNysWbNy9AZ/6KGHPJjRjSe4XisF/bFNydH/a6mSdGSX9u/fz4pwAAAAAEChs7jjJuvWrdO6des0cOBAd9wOAIA8JScna/bs2S6xnj17qmrVqh7K6MZkGIYqdxksi69rP/ApU6YoMzPTQ1kBAAAAALyVWwrhd9xxh+644w6KDAAAj5szZ46Sk//Xy9owDA0dOtRzCd3AbMHlVPG2fi6xmJgYTZo0yUMZAQAAAAC8lVsK4X916tSpXOPffvutunXrpvr166tr1676/PPPWRUGACg0aWlpmjlzpkusc+fOqlWrlocyQmjTTgqo5No2bebMmdq+fbuHMgIAAAAAeCO3FsKnTp2qOnXqqH79nJtpDR8+XA899JDWrVunQ4cOaf369XriiSfUvn17l803AQC4VgsWLNCFCxdcYsOHD/dMMpAkGRaLqtz5TxlW121L3njjDSUmJnooKwAAAACAt3FbIXzMmDEaMWKEjh49qpSUFJ05c8Z5bunSpZo6dapM08zxiIiI0ODBg92VJgDAS2VmZmr69Okusfbt2+vmm2/2UEa4xL9cFVXqcI9L7OzZsxo/frxM0/RQVgAAAAAAb+KWQviRI0c0fvx45/Pw8HClpKQ4n0+cOFHSxT6t3bp107Zt27Ro0SLVq1dPpmlq7dq1WrZsmTtSBQB4qcWLF+vs2bMuMVaDFx+hTe5QQFhNl9iaNWu0dOlSD2UEAAAAAPAmbimET5kyRXa7XZL073//W0ePHnX2Yz137pzWrFkjSfL399fcuXPVunVr9enTRxs2bFBwcLCki5ubAQBwLex2u6ZNm+YSa9WqlZo0aeKZhJCDYbGofJteKlWqlEv83XffzXNvEQAAAAAA8ssthfBLhe6GDRu6rAyXpOXLlys7O1uGYahnz54KCQlxnqtUqZLuvvtumaapzZs3uyNVAIAXWr16dY5iKqvBix+fwNJ66KGHXGKpqal6/fXX5XA4PJQVAAAAAMAbuKUQHhUVJcMw1LVr1xznli9f7jzu0aNHjvP16tWTJMXExBRdggAAr2WapmbMmOESa9y4sVq1auWhjHAlrVu3Vr9+/VxikZGROVb0AwAAAABQED7uuMn58+clSZUrV85xbuXKlc7jLl265DiflZUlScrIyCii7AAA3uy3337T/v37ZZqmUlNTJUlt2rTRjh07rmm+ffv2FWZ6yMULL7ygnTt36uTJk87YF198oZYtW6pp06YezAwAAAAAUFK5pRAeGBioxMREJSQkuMR37dql2NhYGYahqlWrqk6dOjmuPXbsmCSpTJky7kgVAOBlZs6cKelii42jZ87LVqaiJv5hl7F/+zXNl7Bvq0Ia3FqYKeIvAgMDNXbsWI0YMcLZEsXhcOi1117TzJkznfuHAAAAAACQX24phN98883avn17jj7fP/30k/O4d+/eOa5LSEjQokWLZBiGbrnlliLPEwDgXU6cOKENGzY4n1t8barYrp9KV29wzXOmnYkujNRwFU2aNNHIkSP15ZdfOmMxMTF68803NWHCBBmG4cHsAAAAAAAljVt6hN95552SpI0bN+qrr76SJO3du1cff/yxc8yAAQNcrklJSdGDDz6oCxcuSJK6d+/ujlQBAF7k+++/l2mazucWHz+VaXCbBzNCQQwfPlwtW7Z0ia1fv15z5871UEYAAAAAgJLKLYXwkSNHys/PT5L0yCOPqFy5cmrevLkuXLjgXO3drVs35/jHH39c9erV06JFiyRJwcHBGj58uDtSBQB4iaSkJJdPHklS6TpNZbX5eygjFJTFYtG4ceNytEf78MMPdfDgQc8kBQAAAAAokdzSGqV69er67LPPNHLkSDkcDufmmZJUqlQpTZkyxWX8ypUrFRMTI9M0ZbVaNWXKFFWsWNEdqQIAiqHMzExFRkYW6JolS5YoLi7O+TwjI0PBdVte4Qp4mpltz3Uz0sGDB+u9995zif3rX//Sm2++KX//nL/YaNq0qWw2W5HlCQAAAAAoedxSCJekYcOGqXbt2ho3bpy2bdsmHx8f3XHHHRozZowaN27sMrZ+/fo6cuSImjdvrokTJ6p9+/buShMAUAxFRkZq0Htz5R8Wnq/xpiNbJxbNVXZaijPmExisaqXYZLE4S487qTFLT8o/IjnHufMVGyrhsg1Oo84d0d9eeFsVbu3jOkdMtGa/ILVu3brI8wUAAAAAlBxuK4RLUseOHbVy5cqrjnv11Vc1btw4NW3a1A1ZAQBKAv+wcAVVq5+vsQkHdsjMtstiC3DGgm+mMFoS5PU+B1apI3tKostmpamnjsiefEFlbrnVnSkCAAAAAEogt/QIf/vttzVw4EDNmzdPaWlpVx1/2223UQQHAFwT0zQVH7HaJRZYuaZsZSp4KCMUBovVR1V7Dc/R4/30uu+Vcf6Mh7ICAAAAAJQUbimEz5s3T/PmzdOgQYM0efJkd9wSAHCDSjt9VGmxx11i5Zp39VA2KEy2kPKq3PUfLjFHVqb+XPq1HPZMD2UFAAAAACgJ3FIIP3LkiPN44MCB7rglAOAGFR+xxuW5LbicStfmU0beIqReS5Vt1MEllh53UjEb5nooIwAAAABASeCWQrjVanUely5d2h23BADcgDIT4pR0NNIlFtqskwyLNY8rUBKFdbxXfuUqu8TO//6LLvyxzUMZAQAAAACKO7cUwvv16+c8XrhwoTtuCQC4AZ3btU6maTqfW3z9VKZhOw9mhKJg8bWpWu8RsvjaXOKn185UZkKch7ICAAAAABRnbimEv//++2rZsqVM09Rjjz2mOXPmuOO2AIAbSHZGms7v3ewSK9uwvay2AA9lhKLkF1pZlbvc7xJz2LMU+8tCpaeneygrAAAAAEBx5eOOmxw+fFgffPCB3n77bS1fvlyDBw/WE088obZt26pmzZoqU6aMfHyunsp//vMfN2QLACiJzv/+ixxZGc7nhmEotFknzyWEIlemfhulnjys879vcsayEuP03Xff6fbbb/dgZgAAAACA4sYthfBbb71VhmFIuliYME1TcXFxWrp0aYHmoRAOAMiN6cjWuch1LrHStZvJFlLeQxnBXcLuuFdpMceUHnfSGdu0aZN++uknl9ZsAAAAAIAbm1tao0iSaZrOR26xqz0AAMhL4uFdyko67xIr17yrh7KBO1l8bKrae4Qsvn4u8XfffVeHDx/2UFYAAAAAgOLGLSvCp06d6o7bAABuUOd+W+vyPKBSDQVWqeWhbOBufmUrqUq3Ifpz2TfOWEZGhl5++WVNnz5dgYGBHswOAAAAAFAcuKUQ/uCDD7rjNgCAG1DqqaNKjTnmEivXgtXgN5qQei2VevKw4nYsd8aio6P11ltvaezYsc4WbQAAAACAG5PbWqMAAFAU4netcXnuW7qsgus080wy8KhKt/9NtrJhLrHly5drwYIFHsoIAAAAAFBcUAgHAJRYmQlxSjq8yyUW2rSzDIvVMwnBoyw+vqrY/u4crVDee+89HThwwENZAQAAAACKA7e0Rjl+/HihzFO9evVCmQcA4B3ORa532VDZ4uunso3aezAjeJpvUBmNHDlSX3/9tTOWmZmpV155RdOnT1dQUJAHswMAAAAAeIpbCuE1atS47t6chmHIbrcXUkYAgJIuOzNN53//xSVWtmE7Wf0CPJQRiouWLVsqNTVVM2fOdMZOnDihsWPH6p133qFfOAAAAADcgNzWGsU0zet+AABwyYW9m+XIynCJhTbr7KFsUNw8+eSTatSokUtszZo1mjt3rocyAgAAAAB4kltWhHfs2PGqq69M01R6erpOnz6tEydOSLq4Crx///7q2LGjO9IEAJQQpsOhc7vWu8SCazeTLaS8ZxJCsePr66t33nlH999/vxITE53xDz74QI0aNVKDBg08mB0AAAAAwN3cUghfv359gcafOXNGb7/9tiZNmqSlS5dq6NChuuuuu4omOQBAiZN0NFKZifEusXLNu3goGxRXYWFhevPNN/XMM884Y3a7XS+++KKmT5+u0NBQzyUHAAAAAHArt7VGKYhKlSrpo48+0ltvvaWMjAwNGzZMp0+f9nRaAIBiIj5itcvzgIrVFVCltoeyQXHWoUMHPfjggy6xM2fO6N///reys7M9lBUAAAAAwN2KZSH8khdffFE1a9bU+fPn9emnn3o6HQBAMZAac0ypp4+5xMq16MoGiMjTY489phYtWrjEdu7cqY8//thDGQEAAAAA3K1YF8INw1Dfvn1lmqZ++uknT6cDACgGzv221uW5b1AZBddpkcdoQLJarXrnnXdUsWJFl/jMmTO1bNkyD2UFAAAAAHCnYl0Il+T8oTU6OtrDmQAAPC0r8ZwSD0W4xEKbdpJhtXooI5QUoaGheu+992Sz2Vzi48aN08GDBz2UFQAAAADAXYp9Ifzw4cOSxEfeAQCKj1wv0zSdzy2+NpVt1N6DGaEkadCggV555RWXWEZGhl544QUlJCR4KCsAAAAAgDsU60J4VFSU5syZI8MwVLs2m6ABwI3MkZWpC79vcomVueU2Wf1LeSgjlET9+vXTvffe6xI7deoUm2cCAAAAgJcrdoXwzMxMnTx5UtOmTdPtt9+utLQ0SRd/cAUA3LiSju1Wdma6Syy0eWcPZYOS7Pnnn1eTJk1cYtu3b9eECRNcPnEAAAAAAPAePu64ifU6e7eWLVtWTz31VCFlAwAoaRwOhxIP7HSJla7VRH5lKuZxBZA3X19f/b//9/80ZMgQxcXFOePz5s1TeHi4Bg8e7MHsAAAAAABFwS0rwk3TvOZHSEiI5s+fr7Jly7ojVQBAMRQRESF7ygWXWLnmXT2TDLxC+fLlc90888MPP9SmTZvyuAoAAAAAUFK5ZUV49erV873ZpdVqVWBgoKpVq6YuXbpo2LBhCg0NLeIMAQDF2YoVK1ye+1eopsCb6ngoG3iLRo0aafTo0Xr11VedMYfDoVdffVVff/216tWr58HsAAAAAACFyS2F8KioKHfcBgDghfbt26cDBw64xMq16JrvX7ACV9K9e3cdP35cX3zxhTOWmpqqZ555RlOnTlWlSpU8mB0AAAAAoLAUu80yAQC43MyZM12e+5YKUXDdFh7KBt5o+PDh6t27t0ssNjZWTzzxhBITEz2UFQAAAACgMFEIBwAUW7GxsVq1apVLLLRpJ1msbvlAE24QhmFo1KhRatq0qUv82LFjeuaZZ5Senu6hzAAAAAAAhaXYFMLPnj2r7du3a8+ePUpISPB0OgCAYuD7779Xdna287nFx1dlG3fwYEbwVjabTR988IFq1KjhEt+9e7deeeUV2e12zyQGAAAAACgURb6kLjU1VQ6HQ0FBQbmeX716tUaNGqVff/3VGbNYLLr99tv13HPPqW/fvkWdIgCgGEpJSdEPP/zgEitzy62y+pfyUEYoCcxsu/bt23fN1w8fPlzjxo1TfHy8pIurxVesWKGUlBSNGDFCFovrGoL09HQdOnRIkhQaGip/f3+X802bNpXNZrvmfAAAAAAAhaNICuHp6emaNGmSPv/8c+dGmbVq1dJTTz2lJ554wrnB2SeffKJnn31WpmnKNE3n9dnZ2dqwYYM2bNigf/7zn5oyZUqOHzwBAN7txx9/VEpKymURQ6EtunosH5QM6XEnNWbpSflHJF/zHJl1u+vEH59Lkiy+F4vYUT+t0MK9Z1SuVfdcNmoNkCRNObHbNZeYaM1+QWrduvU15wIAAAAAKByFXgiPjY1Vv379nCu8LxW4jx49qmeeeUarVq3SvHnzFBERkWsR/JJLsenTp6tChQqaMGFCYacKACim7HZ7jk0yA6vWk1+Zih7KCCWJf1i4gqrVv/YJqklpp4/p/O6NMnx8neGUEwfkX66KKnW8N5diOAAAAACgOCv0Zdb//Oc/tX37dklyKXBfKngvWbJEo0eP1ptvvimHwyHTNNW3b1+tX79e58+fV2Jion7++Wf9/e9/d143ceJERUdHF3aqAIBiavXq1Tpz5oxLLKQ+q2rhPrayFVWxQ38Zf/lEWvyudYr95cdcf4kPAAAAACi+CrUQvmzZMq1atUqGYSg4OFiffvqpTp48qdTUVO3cuVP9+/eXaZp6//33neMef/xx/fTTT+rYsaNCQkIUFBSk9u3ba/bs2RozZoykiysDZ82aVZipAgCKKdM0NX36dJdY3bp15V/+Jg9lhBtVYJXaqtpreI7V33E7V+ns1iUeygoAAAAAcC0KtRA+e/ZsSRc3llq1apUeffRRVa5cWf7+/mrevLl++OEHderUSVlZWcrOzlbZsmX17rvv5jnfq6++qmrVqkmSNm3aVJipAgCKqV9//VUHDhxwifXq1ctD2eBGF1ynuW7qMSxHMfzs9qU6u32Zh7ICAAAAABRUoRbCd+zYIcMwdMcdd6hVq1Y5zhuGoZdeesl53KVLFwUGBuY5n9VqVc+ePWWapvbt21eYqRap2rVryzCMfD8ubSiam3Xr1um+++5T9erV5efnp/Lly6tly5YaN26cYmNj3feiAMBNZsyY4fK8WrVqatGihYeyAaSQm1upSrd/5ojHblmkuF9XeCAjAAAAAEBBFepmmX/++ackqUmTJnmOubyYUbdu3avOWb16dUnSuXPnrjM790hISNCxY8euex673a5HHnlE33zzjUs8Pj5e8fHxioiI0Mcff6ypU6eqb9++130/ACgOjhw5os2bN7vE/vGPf8hiKfQtLYACKdPgVjmys3R6rWurtjObF0qGofKtunsoMwAAAABAfhRqITwlJUWSVL58+TzHhIaGOo9DQkKuOqefn5/L3MXdrl27nBtodenSJV8f57/8a3LJww8/rKlTp0qSfHx81K9fPzVr1kwJCQlauHChDh8+rLi4OA0YMEBr1qxRhw4dCveFAIAH/HU1eJkyZdS3b1/t2bPHQxkB/xPa+HbJka3T6+e4xM/88uPFYnjLOz2TGAAAAADgqgq1EJ6dnS3DMJzF61xv6OOT63FeLvXkdDgc15+gG0RERDiPH3jgAT344IMFnmPx4sXOIniZMmW0YsUKtWnTxnn+nXfe0bPPPqtJkyYpMzNTQ4cO1R9//CFfX9/rfwEA4CGxsbFatsy15/LAgQPl7+/voYyAnEKbdpJpmorZMNclfmbTAhkWi8o17+qhzAAAAAAAV1IknzW/kT/C/ttvvzmPW7ZseU1zvPHGG87jTz/91KUILl38BcLEiRPVo0cPSRdbCUybNu2a7gUAxcV3330nu93ufG6z2XTvvfd6MCMgd+WadVZYxwE54jEbf1D8b2s9kBEAAAAA4Gpu3Ip1EblUCA8ICNAtt9xS4Ov37NnjXFVeq1Yt3XfffbmOMwxDo0ePdj6fPn16wZMFgGLi3Llzmj9/vkvs7rvvzrV1FFAclGveVWG351YMn6f4Xes8kBEAAAAA4EoohBei9PR07d+/X9LFDUOtVmuB51ixYoXzuHfv3ldcXd+2bVtnP/ZffvlFZ8+eLfD9AKA4mDFjhjIzM53PrVbrNbWWAtypXIuuqtThnhzxmA1zdS5yvfsTAgAAAADkiUJ4Idq9e7fzY/2X2qLExsZqwYIF+uSTT/TNN99o48aNLh/9/6udO3c6j2+77bYr3s8wDLVt21bSxR7qv/766/W+BABwu4SEBM2bN88l1rdvX4WFhXkoIyD/yre8U5Xa988RP71+jhIP/ZbzAgAAAACARxTqZpmX7NixQ999912hjNuxY0dhpVXkLu8PHhAQoL/97W/66aeflJ2d7TIuNDRUr7zyip599tkcG4YePHjQeVyrVq2r3jM8PNzl2t69e19r+gDgEbNmzVJqaqrzucVi0dChQz2XEFBA5Vt1l2k6FLv5J5d4/M6VWreunlq3bu2hzAAAAAAAlxRJIXz27NmaPXt2nucNw8jXuJLm8kL4+++/n+e4c+fO6aWXXtLKlSs1f/58lS5d2nnu9OnTzuNq1apd9Z5VqlRxHp85c6agKQOARyUnJ+v77793ifXo0SNf3/+A4qRC656SaSp2yyKX+NSpU1W3bl3dc0/OFioAAAAAAPcpkkK4aZpFMW2xd3khXJLuuecePfXUU2ratKn8/Py0b98+ffPNN5o8ebIcDodWr16tf/7zn1qwYIHzlwMJCQnO6wMDA696z8vHXH5tfvz5559XPH95UT4tLU1paWkFmh+ek56enusxSiZvfj9nzJihxMREl9jgwYNzfL/xttcN71ShTS/JdCh26xJnzDRNjR07Vna7XX379vVgdsgvb/6eeyPi/SyZ+LkDAAAUhUIthHfs2NFZ0L3RZGdna8+ePc7nn3zyiZ544gmXMa1atVKrVq3UrVs3/f3vf5dpmlq4cKHmz5+vAQMGSJIyMjKc4wMCAq5638vHXH5tfhRkxeXGjRudG3OiZNm4caOnU0Ah8qb3MyMjQ5999plLW5TGjRvr0KFDOnTokMvYi8+v/j0R8LQKbfvINE2d3bZUkpSSkiK73a5XX31Vu3btUps2bTycIQrCm77ngvezJImLi/N0CgAAwAsVaiF8/fr1hTldiWK1WnX06FEdO3ZMiYmJ6tGjR55jBwwYoEceeUSff/65JOnDDz90FsItFkuOnuL5daP+EgJAybRhwwaXIrgk3XnnnR7KBig8Fdr2kUxTZzbNd8ZM09ScOXNkGAY9wwEAAADAA4qkNcqNKiwsTGFhYfka+9hjjzkL4Vu3blViYqKCg4MVFBSk8+fPS7r48U1/f/8rznP5xwavNvavTpw4ccXzp0+fdq5c69ixo6pWrVqg+eE56enpzlVPHTt2LPCfDRQv3vh+JiQk6L333lNwcLAz1qFDBw0bNizX8aGhoZpyYre70gOui2EYqnBrX6WfO61SpyNd2pgtW7ZMLVu2VM+ePT2YIa7EG7/n3sh4P0umq7VwBAAAuBYUwj2kYcOGCgwMVGpqqrKzs3X8+HE1atTIpRCempqqMmXKXHGey1dThoSEFCiHghS2AwIC8tWqBcWPv78/750X8Zb386uvvlJaWposFouki4XDJ598Ms/XRuECJY1hGCrT4Da1rmrTjh07XM6NGjVKx48fV7t27fI9X9OmTWWz2Qo7TVyFt3zPxUW8nyUH7xMAACgKFMI9xDAMlSlTxlnIvrRZXJUqVZwrtU+dOqUqVapccZ6TJ086jytXrlxE2QJA4Tl79qxmz57tEuvRo4fq1q3roYyAopERf0qbHGFKq9hICfu3uZx75e0PVfG2wypVvf5V50mPidbsF0RLFQAAAAC4DhTCC1l2drYyMzPztYohKSnJeXxp5XfDhg21bdvFH5ajoqLUqlWrK84RHR3tPK5Xr941ZAwARSczM1ORkZEusW+//Vbnzp1zPrdYLLr11lv166+/5jnPvn37iixHoCgFVK6h8q17yFamguIj1rici9+5WoFVaqt0zcYeyg4AAAAAbhwUwgvJhAkT9O677+rcuXMaMWKEJk+efMXxUVFRzkK4n5+fateuLeniR58v2bZtm+6999485zBN01k0NwxDzZs3v96XAQCFKjIyUoPemyv/sHBJUlbSef25dIlk/m9T4NK1m+mlVdGSovOYRUrYt1UhDW4t6nSBImEYhip1+JvkMBW/a60zbpoOnVjylcLvflylqt3swQwBAAAAwPtZPJ2AtwgLC1N8fLxM09SKFStkmuYVx3///ffO49tvv11+fn6SpL59+zrjS5cuveI8W7ZsUXx8vCSpZcuWqlChwvW8BAAoEv5h4QqqVl9B1eor6chuWXxtstgCZLEFyBpQWjd1f8B5Pq+HrRytn1CyGYahSh0HKLRJR5e4mW3X8UWfK/X0UQ9lBgAAAAA3BgrhheSuu+5yFrOPHz+uadOm5Tn2+PHj+n//7/85nz/++OPO41q1aqlt27aSLrYCmDNnTq5zmKap0aNHO58PHTr02pMHADdIOXFASUdd26SENu0k36CyHsoIcC/DMBR2x0CVqd/WJe7IytTxhZ8q/eyfHsoMAAAAALwfhfBCUqZMGT355JPO50888YSWLFmSY9zevXvVtWtXnT9/XpLUvXt39e/f32XM2LFjnccjRozQmjWuPUXtdruefPJJrVq1SpJUvXp1PfTQQ4X1UgCg0JkOh2I2znOJ+QQEqUKbXh7KCPAMw2JRlTuHKLh2M5d4dkaaohdMVMa5GM8kBgAAAABejh7hhWjMmDHatGmTtm7dqtTUVPXt21edOnVSx44dZbVaFRERoSVLlshut0uS6tevr+nTp+eY584779RDDz2kKVOmKDk5Wd27d1fPnj3Vtm1bJScna8GCBTp8+LAkycfHR999912+NucEAE+5sG+L0uNOusQq3NpXVj++d+HGY1isuqnXQ3Is+kLJ0f/bCNaelqzoBRNV497nZAsp78EMAQAAAMD7UAgvRIGBgVq+fLkeeughzZ8/X5K0fv16rV+/PsfY7t27a9q0aapYsWKuc02ePFmGYeibb76Rw+HQ0qVLtXTpUpcxISEhmjFjhu64445Cfy0AUFgcWRmK3fyTS8yvXGWVbdTeQxkBnmex+qha34d1/MdPlXLykDOelXxB0fM/Vo2/P0fbIAAAAAAoRG5pjXL8+HEdP35cycnJuZ5PTk52jinpQkJC9MMPP2j9+vV68MEHVadOHQUGBiowMFC1atXSP/7xDy1evFgrVqxQ5cp5b/5mtVr19ddfa8OGDRoyZIjCw8Pl5+enUqVKqWnTpvr3v/+tP/74w2VzTQAojs7v/ln2tCSXWFjHe2VYrB7KCCgeLD42Vev3qAIq1XCJZybGK3r+RNlTk3K/EAAAAABQYG5ZEV6jRg0ZhqEJEyboueeey3H+yy+/1EsvvSTDMJxtQ0q6O+64o1BWanfs2FEdO3YshIwAwP2OHj2qxEMRstj8nbHSNRopqPotHswKKD6sNn+F939cUT985NI+KOP8mYttUgY868HsvF9mZqYiI1038U1LS9OePXuUnJysuLg42e12paWlKS0tTQ6HQw6HQ6ZpyjAM+fn5yWq1yt/fX6VLl1aZMmVUtmxZ+fv753HHK2vatKlsNlthvDQAAAAAf1GohfCRI0fq9ttvV4cOHVSrVq0CXWuaZmGmAgDwsOzsbE2ZMkXS/76/G1YfhXUa6LmkgGLI6l9K4fc8qWNzP1DmhVhnPD3upKIXTFS51j08mJ33OnfunBYtWqQXv5gnGYbsqYmypyTKnpoo056Z73my01Jk+PjK4vu/ArbF10/WwGDZgsvJN6ScfIPLyRZSQb7BoTKM3D+QmR4TrdkvSK1bt77u1wYAAAAgp0IthH/zzTf/V/SQwsLC1LFjR7VvTw9YALgRff/99zlaXlVs24dNAIFc+AQGq8aApxU19wNlJsY742mxx3V67SxdGNDUg9kVP7mt5L6S5ORkHT58WIcPH9aRI0d04sQJJSYmKj09XUmp2bLY/rdxr2GxyrDlfyNfR1amLL42lzkkKTstWWlpyUo7E+2MWXz9FBBWQ4GVaymgci2VuqmOLL5++b4XAAAAgGtXqIXw+vXr68CBAzJNU6dPn9acOXM0Z84c5/lJkyZp3759atWqlVq2bMnHPwHAS50+fVqff/65S8yvXGWVa9HNQxkBxZ9vUFmF3/OUouZ9oKyUBGc8K+Gs3nrrLTVp0kSVKlXyYIbFR2RkpAa9N1f+YeG5ns9OT1XamWilnYlSxtk/lZV0LvdxaSmyBpQqylRdOLIylHLigFJOHJB0segeWKW2gsIbyOIXwCckAQAAgCJUqIXwffv2KT4+Xps2bdKmTZv0888/KyIiQtnZ2ZKkqKgoTZ06VVOnTr14cx8fNWjQQIZhOOfIzMykOA4AJZjD4dDo0aOVnp7uEq/S5R8yrGyQCVyJrUwFhQ94RtHzP1ZW8gVnPCYmRsOGDdMHH3yg+vXrey7BYsQ/LFxB1S5+LRz2LKWeOqKU438o+fgfSj/7p8vYv67WvsSRdeUWKFabvyx+gbL6Bchi87+4ya9hXGxvYppy2DOUdiZahtVXhmEoOzP9ivP9lenIVsqfB5Xy50E5MtP08vENuvfee9WtWzfVq1fP5f+RAQAAAFyfQt8ss1y5crr77rt19913S5JSU1MVFBQkwzDUqFEjZWdn68CBA3I4HMrKylJkZKQMw5BhGDJNU0FBQWrQoIFatWrlfDRt2lS+vr6FnSoAoAjMmjVLO3fudImVbdRBgVUKtncEcKPyK1tJNf7+vKLnf6zMhDhnPDY2ViNGjNC4cePUqVMnzyVYDDgcDmWcP6P0M8eVcny/Uk4dlpld8A3XDYtVtrJhCqpWX7ayFeVbOvT/HmXlE1RGFuvV/1f57I4VCqh0sSjvyMpQVvIF2ZMvKDMhThnxp5Vx7uLj8l9s5CUmJsa5aKR69erq27ev+vbtq4oVKxb4tQEAAABwVeiF8L8KDAx0Hg8dOlTPPfecUlNT9dtvv2nnzp3auXOn1q9frxMnTsgwDNntdu3evVt79uxxrhz39fVV48aN9euvvxZ1ugCA63DkyBFNmjTJJeYTGKxKHe7xUEZAyWQLLqca9z6n6AUTlRZzzBlPT0/Xiy++qEcffVRDhw6VxZL7xoveKCYmRtu3b9fWrVu1Zs0anYo6nedK79xYrL7yr1T9Yn/usBryK1dFCYd/U2BYDefK8utl8fWTX9lK8itbSaWq3exyLislQWmnjykt5phSTx1RWkyUTNOR51zHjx/XZ599pi+++ELt2rVT//791bFjxxvqPQcAAAAKU5EXwnMTGBio9u3bOzfSfP/99/Xiiy9Kkj7++GPt3LlTO3bs0P79++VwOJSZmamIiAhPpAoAyKfMzEy9/vrrysrKcsYMw1D5W/vK6pf/YhWAi3yDyqjGvc/p2Oz/J2X/r8e1aZr67LPPtGPHDr355psqX/7qG9AWdHPJK3HHHi+maSomJkZ79uzRrl27tHXrVpfNd1NSUq46h8XXpsCb6iqoen0FVqkj//JVc7RncmfrEd9SIfKt00zBdZpJkrIz05Ry4oCSo/cpOWqvMuLTcr3O4XA42w7edNNNuv/++3XXXXe5LDYBAAAAcHWFWghPSUlRqVLXt+HQk08+6Tz+68pxAEDxNWnSJB08eNAl1rNnTy3PruahjICSzycgSGGdBun2zN9zLArYvn27Bg0apKefflp9+/a94krhq20umV/pMdGa/YLUunXr65rncg6HQzExMTp69KiOHDmivXv3avfu3YqLi7v6xZcxDEP+FasrqHp9lareQAGVa+artYmnWG0BCq7dTMG1m8k0TZ2LXK/eldJ06NAhnTp1KtdrTp48qQkTJuiLL77QgAEDNGTIEJUpU8a9iQMAAAAlVKH+dFC2bFk1b95c7du31+23364OHTqoQoUK1zzfX1eOAwCKp9WrV2vmzJkusdq1a+vee+/V8tm/eSgrwDsYVqtGjBihP/74Q5MmTZJpms5zCQkJevPNN7Vw4UI9+eSTatasWZ7zXL65ZFHLzs5WcnKykpKScvz33LlzOnPmjM6cOaOYmBidOHFCaWm5r4a+GltwOZWqfouCwm9Rqar1ZPW/vgUZnmIYhvzKVdZ997VRq1attGfPHi1cuFArV67M9WuTlJSkadOmac6cObr//vv1j3/8Q6VLl/ZA5gAAAEDJUaiFcLvdrl9//VU7duzQxx9/LEmqW7eu8/zJkyeVmprKRzkBwItERUXpzTffdInZbDaNHTtWCQkJHsoK8C6GYejBBx9Uo0aN9Prrrys2NtblfGRkpEaMGKEWLVrovvvuU4cOHQq1fYkj2y578gWlnYnWzz9nKDIyUhcuXFBiYqKSkpKc/71U8L7WwvbVBAcHq02bNgoNDdVXB7JU9pZbi+Q+nmQYhpo0aaImTZro+eef1+rVqzVnzhzt378/x9jU1FR9/fXXmj17th544AHdf//98vPz80DWAAAAQPFXqIXwL7/8Uj///LN+/vlnRUdHS5IOHjzo7L/40UcfaeLEiapbt65atmypFi1aqGXLlkpKSirMNAAAbpKamqqXXnpJqampLvGXXnpJ9erVY5NjoJC1bNlSs2bN0ltvvaU1a9bkOB8REaGIiAgFBwerQ4cOatmypRo3buzSu/+vTIdD9tRE2VMSlJV8XllJ55WVdO7iI/HisT01UZLkyEzTV5GlrrsVXn4FBwercePGatasmdq2bav69evLYrHo119/1bST292SgycFBgaqX79+uuuuuxQREaH//ve/2rhxY45xSUlJ+vTTT7VgwQI9//zz6tixo1v7nwMAAAAlQaEWwkeOHKmRI0dKurj6+1JR/PPPP5dhGDJNU9nZ2dq/f78OHDiQ42P00sWNM1u2bKmWLVvyEU8AKMYcDodGjx6to0ePusT79eunu+++20NZAd4vJCRE7777rjZv3qx3331XJ0+ezDEmMTFRS5cu1dKlSyVd/KXV8ZSLrUQMX5tMR7ZMe5YcWRnKTkt2abfiKUFBQapVq5bq1KmjJk2aqHHjxqpevfoNU9A1s+3at2/fFccMHjxYd9xxhxYtWqTNmzfneN8OHTqk5557Tu3atdMLL7yg8PDr6wkPAAAAeJMi20Hopptu0n333af77rtPn3/+uSTp8ccfV9OmTbVz505FRERo9+7dysjIcLnupZdeknTxY6F16tRRq1atnI8OHToUVboAgAL65JNPtHbtWpdYvXr19PLLL98whSvAk9q1a6e5c+dqwYIF+vbbb3O0S7mcaZrKTk9RhiPbjRleZLVaVbp0aQUFBal06dIKDg5WpUqVFBYWpooVK6pKlSqqWbOmypcvf0N/70iPO6kxS0/KPyL56oNLNVdmm2q68PsmpZw44Aw7sjJVq5K0ZcsW3XfffRo5cqQefPBBWa3WIswcAAAAKBmKrBCem5o1a2rEiBEaMWKEpIsbKe3du1fvvfeeZsyYIUny9/dXWlqaTNPUwYMHdejQIc2aNUuGYchut7szXQBAHn744QdNnz7dJRYUFKR3332X/rSAG9lsNg0aNEj33HOPli9frsWLFysiIqLI7mdYfRUcHKyaNWuqTJkyKlWqlAIDAxUYGKhSpUo5nwcEBDjjNpvNpcB9qU2Lr6+vMxYVFaWoqKh853G1ldMlVYE2NK0mhTbqoLTYE4rZMEepp45IppSenu4cMmHCBM2bN08jRoxQtWrVCpRL06ZNC7XPPAAAAOBpbi2E/5XValWTJk3UtGlTZyE8KSlJe/fu1Y4dO5yP3bt3KzMz05OpAgD+zy+//KJ3333XJWa1WjVhwoQCF1oAFA6bzaZ+/fqpX79+OnXqlDZt2qSIiAjt2rVLcXFx+ZrDMCzyKRUs39Kh//co+7/j4Iv/Pbdno86aUlKl/2u5YZeU+H8PSVL6/z3ylrBvq/xCK8s/7NrbdiTs26qQBt63Uea1CKhYTTXufU6JB37ViSVf6VRCqiyp/1v5H3Xud62LeF6hTe9Q8M0tZRiWq86ZHhOt2S9IrVu3LsrUAQAAALfyaCE8NxaLRY0bN1bjxo01bNgwSZLdbteePXs8nBkAICIiQi+++KIcDodLfNSoURRMgGKiSpUqGjhwoAYOHChJSklJ0bJly/TCnC3yLxsmR1amDKtVho9NFh9fWQOC5BtURlb/IBmWqxdJC7RqORdpZ6LlX+n658D/GIahkPptlH4hVhlnTyj52O85+odf2LdF9tRE3XTnA/IJZB8eAAAA3HjcUgh/4IEHZBiGGjVqlOv5Ro0a6cEHH8zzeh8fHzVv3ryo0gMA5MPevXv1zDPP5PiEzvDhw3XXXXd5KCsAV1OqVCmFh4crsPKZ6yo+o/iz+PgqtFlnlW/dU6dWTVfGuRiX88lRe3Xkv+NVtfdwlbqproeyBAAAADzDLYXwadOmXfF8jx491KNHD3ekAgC4BocOHdKTTz6p1NRUl3jv3r31yCOPeCgrAEBuAsNqqtbgf+vs1sWK27nK5Zw9NVHRP3yssM6DFNr4dg9lCAAAALjf1T//CgC4oe3fv1+PPPKIEhMTXeKdO3fWG2+84bIJHgCgeLD4+KpSh3sUfs+T8glwbYVimg6dXjtLp9bOlCObzegBAABwY6AQDgDI0549e/TII48oISHBJX7bbbdp/PjxslqtHsoMAJAfQdVvUe0hrymo+i05zp3fs0nR8z+WPTUxlysBAAAA70IhHACQq4iICD3++ONKTk52ibdo0UITJkyQzWbzUGYAgILwCQxW9bsfV/lW3XOcSz11RMfmvKeMC7EeyAwAAABwH7f0CAcAlCxr167Va6+9pgsXLrjEGzRooH/+85/as2dPvubZt29fEWQHACgow2JRpfb95V/+Jp1aNUOO7CznucyEOEXNeU/V735cAZXCPZglAAAAUHQohAMAXMyaNUsffPCBkpOTdfTMeVl8L678DqhcS2bY7frXvN35nith31aFNLi1qFIFABRQyM2tZSsbphOLv1BW0nln3J6WrKh5H6hqn4dl0PYKAAAAXohCOABAkuRwODRx4kTNmDHDGbP42mSxBSi4dlPd1PMhWXx8CzRn2pnowk4TAHCdAipWU81BL+n4j5OUHnfSGXfYs3Tip88U2ryLpDaeSxAAAAAoAvQIBwAoMzNTr732mksR/JKyjTqoau8RBS6CAwCKL99SIarx9+dUqtrNLnHTNHV26xKtX7/eM4kBAAAARYQV4QBwg4uPj9eLL76o3btztjwp27ijKncZLMMwPJAZAEkys+3X3W+ffv3IjdUWoOp3P67Tq2fowv7tl50xNWXKFFWvXl2DBg3yWH4AAABAYaIQDgA3sH379umFF15QbGysS9xqterhhx/WV1E2iuCAh6XHndSYpSflH5F8zXPQrx95sVh9VOXOB2QNCFL8b2tdzk2YMEEZGRl64IEHPJQdAAAAUHgohAPADWr58uV68803lZmZ6RIPDAzUhAkTZLFY9FXU9jyuBuBO/mHhCqpW/5qvp18/rsSwWFTp9gGy+Nh09tflLucmTpyo9PR0jRw5kl+MAgAAoESjEA4AXigzM1ORkZG5nnM4HJo7d66WLFmS41yFChX0zDPPyGKx0EoBAG4ghmGoYrt+Mnx8FbNhjsu5yZMnS5IefvhhT6QGAAAAFAoK4QDghSIjIzXovbnyDwt3iTuyMhS7ZZHSTh3JcY1/hWpyNLhLozaclnSaVgoAcAOq0KaXMhPjpOhtLvHJkyfLx8dHDz30kIcyAwAAAK4PhXAA8FJ/baWQHn9Kfy6erIwLsbLYAlzGhjbpqLCOf5dhtTpjtFIAgBtTcJ3m6lonSGvWrHGJT5gwQcePH1efPn3yNU/Tpk1ls9mKIkUAAACgwCiEA8ANIOHgTp1aPV2OLNd+4IZhUVingQpt0tFDmQEAipv0uJNaagYqs1YHxe9Y4XLu3c+n6KutUQq5ufWV54iJ1uwXpNatrzwOAAAAcBcK4QDgxczsbJ3ZtEDxu9bmOOfjX0pV+zysUlXreiAzAEBx5h8WrvLVesg/NEyn17v2DL+wd4sCKlRTaNNOnkkOAAAAuAYUwgHAS9nTkhU1/yOl5toPvKqq9XlYtpDyHsgMAFBShDbtJNORrZiNP7jET6+fI1msCm18u4cyAwAAAAqGQjgAeKEDBw7o1IppMh2OHOfKNLhNlTsPksWHvq0AgKsr17zrxU8Y/fKjS/z02lkyDIvKNmrvmcQAAACAAqAQDgBexDRNzZo1S2+//bay01NcNsU0LFZV7nwfBQsAQIGVb9VdpiNbsVsWucRPrfmvDItVZRrc6qHMAAAAgPyhEA4AXiIpKUnjxo3TmjVr5PjLSnDf0mVVrc/DCqgU7qHsAAAlXYU2vWQ6snV221KX+MlV30mGoTK3tPVQZgAAAMDVUQgHAC+wb98+vfLKKzp16lSOc0HVb9FNPYfJJyDIA5kBALxJhbZ9JEe2zv66wiV+atV3MixWhdzcykOZAQAAAFdGIRwASjDTNDVz5kx98sknstvtOc5XaN1TFW7tK8Ni8UB2AABvYxiGKtzWT6bDobidq5xx0zR1csVUGRaLguu28GCGAAAAQO4ohANACZWQkKDRo0fr559/znGuVKlSqtSwpyre2tcDmQEAvJlhGKrYvr/M7GzF71rrjJumqT+XTVFVwyKLn78HMwQAAAByYokgAJRAv/32mwYPHpxrEbxp06YaO3asAm+q44HMAAA3AsMwVKnjAIU2vcMlbpoO/bnsa6WePOyhzAAAAIDcUQgHgBIkMzNTn3zyiR5++GHFxsa6nDMMQw899JAmT56s8uXLeyhDAMCNwjAMhd0xUKGNb3eJmw6HYn/5UZGRkR7KDAAAAMiJ1igAUEKcPn1aI0eO1NGjR3OcCw0N1dixY9W2bVsPZAYAuFEZhqGwToNkmqbO/77JGTcd2Zo4caIaNmyo2267zYMZAgAAABexIhwAijmHw6F169bpo48+0uHDOT9q3qZNG82aNYsiOADAIwyLRZU736cyDVwL3llZWXr++ef1yy+/eCgzAAAA4H8ohANAMXb06FE98sgjWrx4sex2u8s5Hx8fPfnkk5o0aZLKlSvnoQwBALhYDK/S9R8qU9/1l7KZmZl6/vnntWbNGg9lBgAAAFxEaxQAKEYyMzMVGRmprKws/fTTT1qyZImysrKUkZEhSUpNTZVhGKpWrZoefvhhhYeHa+fOnTnm2bdvn7tTBwDc4AyLRVXu/KdMM1vn9/xvM2e73a5///vfeuONN9SnTx8PZggAAIAbGYVwAChGIiMj1f+1SUo6ultZSfGXnTEkSXGZaQqp30aq10H/+fmM9POZXOdJ2LdVIQ1udUPGAAD8j2Gx6KbuDyor6byUeMwZdzgceuONN5Senq4BAwZ4MEMAAADcqCiEA0AxcfbsWX355Zc6F7lOFluALLYAl/O2kAqq0m2ISlWte9W50s5EF1WaAABckWGxqnzbXuqSvV/btm1zOff2228rJSVF//znP2UYhocyBAAAwI2IQjgAeFhmZqZmzJihqVOnKi4uLsd5w7CoXMs7VaFtL1l8bB7IEACAgjEMix588EHVq1dP06dPdzk3ceJEnTlzRs8//7wsFrYsAgAAgHtQCAcADzFNU+vWrdNHH32kU6dO5TomoGJ1Vek2RP4Vqro5OwAAro9hGHrqqacUEBCgyZMnu5ybPXu2YmNjNW7cOPn5+XkoQwAAANxIKIQDgJuZpqnt27fr008/zXNTS6vNXxVu7aPQpp1lsFoOAFBCGYahhx9+WIGBgfroo49czq1bt06PPvqoPvjgA5UpU8Yj+QEAAODGQSEcANxoz549mjRpknbu3JnrecMwVLp2U1Xt+ZB8AoPdnB0AAEVjyJAhKl++vEaPHi273e6M7969Ww888IDef/991a179T0wAAAAgGvFMkMAcINdu3bpqaee0rBhw/Isgjdr1kxjxoxR+dY9KYIDALxOz5499emnnyooKMglfurUKQ0bNkyrVq3yUGYAAAC4EVAIB4AiYpqmtmzZopEjR2rEiBHavHlzruOqV6+ut99+W1999ZVq1Kjh3iQBAHCjli1basqUKapUqZJLPD09Xf/+97/1ySefyOFweCg7AAAAeDNaowBAIcnMzFRkZKSys7O1c+dOLVmyRMeOHctzfGhoqPr376/bb79dVqtVO3bsyLNnOAAA3qJWrVr69ttv9dJLL2n37t0u57799lv9/vvvGjt2rCpWrOihDAEAAOCNKIQDQCHZvHmzBr4yQWlnjsuempDnOKtfoEIa3CrVaa6pf/po6qz/tUpJ2Lf14jkAAEowM9t+1V/ujhgxQtOnT9f69etd4hs3blTv3r01cuRIDRs2TDabrQgzBQAAwI2CQjgAXKfjx4/r+++/18yZM5V0+pwstgBZbAE5xvkGlVG5lneqbMP2svjm/kN92pnook4XAIAilx53UmOWnpR/RPKVB9oaKamWXfE7V0tm9v/i51L01L/f0K5duzRhwoQcfcUBAACAgqIQDgDXICsrSxs3btT8+fO1bds2SVJGRkauY20hFVS+VXeF3NJWFivfdgEANwb/sHAFVat/1XFB1eqrzM1t9Oeyr5WVfMHl3Pr16zVw4EC9+uqr6tChQxFlCgAAgBsBFRkAKIDjx4/rxx9/1KJFi3T+/Pkrjg2oWF3lWnRTcN0WMizsTQwAQF4Cq9RS7X+8plNrZirx8G8u52JjY/XMM8/ozjvv1DPPPJNjo00AAAAgPyiEA8BVJCUlac2aNVq6dKkiIiKuPNiwKLhuC5Vr1kUBlWvKMAz3JAkAQAln9S+lqr1H6MLezYrZOFeOzDSX86tWrdLGjRs1dOhQPfDAA/Lz8/NQpgAAACiJKISXAKdOndInn3yiZcuW6ciRI8rOztZNN92kDh06aOTIkWrXrp2nUwS8TmZmpn755RctW7ZMP//8s7Kysq44Pjg4WJ06ddJPCeVU5uY2bsoSAADvYhiGyjZqr1LVbtbxhZ9KWWddzmdkZOjLL7/U/PnzNXz4cN19993y9fX1ULYAAAAoSSiEF3M//vijHnzwQSUmJrrEDx8+rMOHD2vatGl67LHHNHHiRFmtVg9lCXiHtLQ0bdmyRevXr9fPP/+spKS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" ] }, "metadata": { "image/png": { "height": 605, "width": 737 } }, "output_type": "display_data" } ], "source": [ "url = 'http://files.figshare.com/2182601/0023uLRpitc_NTP_20dT_0.5GndCl.hdf5'\n", "download_file(url, save_dir='./data')\n", "\n", "filename = \"data/0023uLRpitc_NTP_20dT_0.5GndCl.hdf5\"\n", "\n", "d = loader.photon_hdf5(filename)\n", "loader.alex_apply_period(d)\n", "d.calc_bg(fun=bg.exp_fit, time_s=20, tail_min_us='auto', F_bg=1.7)\n", "d.burst_search()\n", "\n", "ds1 = d.select_bursts(select_bursts.size, th1=30)\n", "ds = ds1.select_bursts(select_bursts.naa, th1=30)\n", "\n", "alex_jointplot(ds)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "ph = d.ph_times_m[0]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "8000.000000000001" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tau = 100e-6/d.clk_p\n", "tau" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# KDE considerations\n", "\n", "In computing a KDE, the kernel can have different shapes. In the original\n", "2CDE publication the \"laplace distribution\" kernel is used.\n", "\n", "In the next sections we will show the 2CDE results\n", "using both \"laplace distribution\" Gaussian kernel.\n", "\n", "Here, we simply plot the two kernels for comparison:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 465, "width": 855 } }, "output_type": "display_data" } ], "source": [ "tau = 1\n", "tau2 = 2 * (tau**2)\n", "\n", "xx = np.arange(-4*tau, 4*tau, tau/100.)\n", "y1 = np.exp(-np.abs(xx) / tau)\n", "y2 = np.exp(-xx**2 / tau2)\n", "\n", "plt.plot(xx,y1, label=r'$\\exp \\left( - \\frac{|t|}{\\tau} \\right)$')\n", "plt.plot(xx, y2, label=r'$\\exp \\left( - \\frac{t^2}{2\\tau^2} \\right)$')\n", "plt.axvline(2*tau, color='k')\n", "plt.axvline(-2*tau, color='k')\n", "plt.xlabel('t')\n", "plt.legend(fontsize=22, bbox_to_anchor=(1.05, 1), loc=2)\n", "plt.title(r'$\\tau = %d$' % tau, fontsize=22);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Notes on Kernel Shape\n", "\n", "The Gaussian kernel gives a more accurate rate estimation with very little dependence on the position where the KDE is evaluated. On the contrary, with symmetric exponential kernel (laplace distribution), there is always a strong dependence on the evaluation position. In particular, when rates are estimated at the timestamps positions, the rates are systematically over-estimated (i.e. the peak is always sampled).\n", "\n", "For a Gaussian kernel, given a $\\tau$, the rate estimation will be accurate for rates higher than $1/(2\\,\\tau)$ counts-per-second. For lower rates, the estimation will strongly depend on where the KDE is evaluated. A similar condition can be also found for the exponential kernel, but this case the rate will aways be strongly dependent on the position." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2CDE\n", "\n", "## KDE and nbKDE Definitions\n", "\n", "Following Tomov 2012 notation, we define *KDE* as ([Tomov 2012, eq. 4](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$KDE_{X_i}^Y \\left(t_{(CHX)_i}, t_{\\{CHY\\}} \\right) = \n", "\\sum_j^{N_{CHY}} \\exp \\left( - \\frac{\\lvert t_{(CHX)_i} - t_{(CHY)_j} \\rvert}{\\tau}\\right) $$\n", "\n", "and *nbKDE* as ([Tomov 2012, eq. 5](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$nbKDE_{X_i}^X \\left(t_{\\{CHX\\}} \\right) = \\left(1 + \\frac{2}{N_{CHX}} \\right) \\cdot\n", "\\sum_{j, \\;j\\ne i}^{N_{CHX}} \\exp \\left( - \\frac{\\lvert t_{(CHX)_i} - t_{(CHX)_j} \\rvert}{\\tau}\\right) $$\n", "\n", "These quantities can be computed for any slice of the timestamp arrays. \n", "In the implementation of *FRET-2CDE*, they will be computed on slices of\n", "timestamps corresponding to each burst. \n", "In this context, $N_{CHX}$, (in the multiplicative correction factor of nbKDE), \n", "is the number of photons in the current burst (selecting only photons in the $X$ channel).\n", "\n", "## FRET-2CDE Definition\n", "\n", "To compute FRET-2CDE we need to define ([Tomov 2012, eq. 6](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$(E)_D = \\frac{1}{N_{CHD}} \\sum_{i=1}^{N_{CHD}} \\frac{KDE_{Di}^A}{KDE_{Di}^A + nbKDE_{Di}^D} $$\n", "\n", "and the symmetric estimator ([Tomov 2012, eq. 7](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$(1 - E)_A = \\frac{1}{N_{CHA}} \\sum_{i=1}^{N_{CHA}} \\frac{KDE_{Ai}^D}{KDE_{Ai}^D + nbKDE_{Ai}^A} $$\n", "\n", "Then *FRET-2CDE* is defined as ([Tomov 2012, eq. 8](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$ FRET-2CDE \\left( t_{CHD}, t_{CHA} \\right) = \n", "110 - 100 \\cdot \\left[ (E)_D + (1 - E)_A \\right]\n", "$$\n", "\n", "These quantities are computed for each burst, so that $N_{CHD}$ ($N_{CHA}$) are\n", "the number of photons in the DexDem (AemDex) channel during current burst." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## FRET-2CDE Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To implement the *FRET-2CDE*, we use the following FRETBursts function:\n", "\n", "- `phrates.kde_laplace()` ([documentation](http://fretbursts.readthedocs.org/en/latest/phrates.html#fretbursts.phtools.phrates.kde_laplace))\n", "\n", "This function computes the local photon rate using KDE with a [laplace distribution](https://en.wikipedia.org/wiki/Laplace_distribution) kernel. \n", "FRETBursts provides similar functions to use a Gaussian or rectangular kernel ([kde_gaussian](http://fretbursts.readthedocs.org/en/latest/phrates.html#fretbursts.phtools.phrates.kde_gaussian) and\n", "[kde_rect](http://fretbursts.readthedocs.org/en/latest/phrates.html#fretbursts.phtools.phrates.kde_rect)\n", "respectively).\n", "\n", "Here we define two functions to compute *FRET-2CDE* using the **laplace kernel**\n", "(as in the original paper) and **Gaussian kernel**:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def calc_fret_2cde(tau, ph, mask_d, mask_a, bursts):\n", " \"\"\"\n", " Compute FRET-2CDE for each burst.\n", "\n", " FRET-2CDE is a quantity that tends to be around 10 for bursts which have no\n", " dynamics, while it has larger values (e.g. 30..100) for bursts with\n", " millisecond dynamics.\n", "\n", " References:\n", " Tomov et al. BJ (2012) doi:10.1016/j.bpj.2011.11.4025\n", "\n", " Arguments:\n", " tau (scalar): time-constant of the exponential KDE\n", " ph (1D array): array of all-photons timestamps.\n", " mask_d (bool array): mask for DexDem photons\n", " mask_a (bool array): mask for DexAem photons\n", " bursts (Bursts object): object containing burst data\n", " (start-stop indexes are relative to `ph`).\n", "\n", " Returns:\n", " FRET_2CDE (1D array): array of FRET_2CDE quantities, one element\n", " per burst. This array contains NaN in correspondence of bursts\n", " containing to few photons to compute FRET-2CDE.\n", " \"\"\"\n", " # Computing KDE burst-by-burst would cause inaccuracies at the burst edges.\n", " # Therefore, we first compute KDE on the full timestamps array and then\n", " # we take slices for each burst.\n", " # These KDEs are evaluated on all-photons array `ph` (hence the Ti suffix)\n", " # using D or A photons during D-excitation (argument ph[mask_d] or ph[mask_a]).\n", " KDE_DTi = phrates.kde_laplace(ph[mask_d], tau, time_axis=ph)\n", " KDE_ATi = phrates.kde_laplace(ph[mask_a], tau, time_axis=ph)\n", "\n", " FRET_2CDE = []\n", " for ib, burst in enumerate(bursts):\n", " burst_slice = slice(int(burst.istart), int(burst.istop) + 1)\n", " if ~mask_d[burst_slice].any() or ~mask_a[burst_slice].any():\n", " # Either D or A photon stream has no photons in current burst,\n", " # thus FRET_2CDE cannot be computed. Fill position with NaN.\n", " FRET_2CDE.append(np.nan)\n", " continue\n", "\n", " # Take slices of KDEs for current burst\n", " kde_adi = KDE_ATi[burst_slice][mask_d[burst_slice]]\n", " kde_ddi = KDE_DTi[burst_slice][mask_d[burst_slice]]\n", " kde_dai = KDE_DTi[burst_slice][mask_a[burst_slice]]\n", " kde_aai = KDE_ATi[burst_slice][mask_a[burst_slice]]\n", "\n", " # nbKDE does not include the \"center\" timestamp which contributes 1.\n", " # We thus subtract 1 from the precomputed KDEs.\n", " # The N_CHD (N_CHA) value in the correction factor is the number of\n", " # timestamps in DexDem (DexAem) stream falling within the current burst.\n", " N_CHD = mask_d[burst_slice].sum()\n", " N_CHA = mask_a[burst_slice].sum()\n", " nbkde_ddi = (1 + 2/N_CHD) * (kde_ddi - 1)\n", " nbkde_aai = (1 + 2/N_CHA) * (kde_aai - 1)\n", "\n", " # N_CHD (N_CHA) in eq. 6 (eq. 7) of (Tomov 2012) is the number of photons\n", " # in DexDem (DexAem) in current burst. Thus the sum is a mean.\n", " ED = np.mean(kde_adi / (kde_adi + nbkde_ddi)) # (E)_D\n", " EA = np.mean(kde_dai / (kde_dai + nbkde_aai)) # (1 - E)_A\n", "\n", " # Compute fret_2cde for current burst\n", " fret_2cde = 110 - 100 * (ED + EA)\n", " FRET_2CDE.append(fret_2cde)\n", " return np.array(FRET_2CDE)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def calc_fret_2cde_gauss(tau, ph, mask_d, mask_a, bursts):\n", " \"\"\"\n", " Compute a modification of FRET-2CDE using a Gaussian kernel.\n", " \n", " Reference: Tomov et al. BJ (2012) doi:10.1016/j.bpj.2011.11.4025\n", " \n", " Instead of using the exponential kernel (i.e. laplace distribution)\n", " of the original paper, here we use a Gaussian kernel.\n", " Photon density using Gaussian kernel provides a smooth estimate\n", " regardless of the evaluation time. On the contrary, the \n", " laplace-distribution kernel has discontinuities in the derivative \n", " (cuspids) on each time point corresponding to a timestamp.\n", " Using a Gaussian kernel removes the need of using the heuristic \n", " correction (pre-factor) of nbKDE.\n", " \n", " Arguments:\n", " tau (scalar): time-constant of the exponential KDE\n", " ph (1D array): array of all-photons timestamps.\n", " mask_d (bool array): mask for DexDem photons\n", " mask_a (bool array): mask for DexAem photons\n", " bursts (Bursts object): object containing burst data\n", " \n", " Returns:\n", " FRET_2CDE (1D array): array of FRET_2CDE quantities, one element \n", " per burst. This array contains NaN in correspondence of bursts \n", " containing to few photons to compute FRET-2CDE.\n", " \"\"\"\n", " # Computing KDE burst-by-burst would cause inaccuracies at the edges\n", " # So, we compute KDE for the full timestamps\n", " KDE_DTi = phrates.kde_gaussian(ph[mask_d], tau, time_axis=ph)\n", " KDE_ATi = phrates.kde_gaussian(ph[mask_a], tau, time_axis=ph)\n", "\n", " FRET_2CDE = []\n", " for ib, burst in enumerate(bursts):\n", " burst_slice = slice(int(burst.istart), int(burst.istop) + 1)\n", " if ~mask_d[burst_slice].any() or ~mask_a[burst_slice].any():\n", " # Either D or A photon stream has no photons in current burst, \n", " # thus FRET_2CDE cannot be computed.\n", " FRET_2CDE.append(np.nan)\n", " continue\n", "\n", " kde_ddi = KDE_DTi[burst_slice][mask_d[burst_slice]]\n", " kde_adi = KDE_ATi[burst_slice][mask_d[burst_slice]] \n", " kde_dai = KDE_DTi[burst_slice][mask_a[burst_slice]]\n", " kde_aai = KDE_ATi[burst_slice][mask_a[burst_slice]]\n", " \n", " ED = np.mean(kde_adi / (kde_adi + kde_ddi)) # (E)_D\n", " EA = np.mean(kde_dai / (kde_dai + kde_aai)) # (1 - E)_A\n", "\n", " fret_2cde = 110 - 100 * (ED + EA)\n", " FRET_2CDE.append(fret_2cde)\n", " return np.array(FRET_2CDE)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## FRET-2CDE Results\n", "\n", "Let's define $\\tau$, the kernel parameter which defines the \"time range\"\n", "of the photon density estimation:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4000" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tau_s = 50e-6 # in seconds\n", "tau = int(tau_s/d.clk_p) # in raw timestamp units\n", "tau" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we get the timestamps and selection masks for DexDem and DexAem photon streams,\n", "as well as the burst data:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "ph = d.get_ph_times(ph_sel=Ph_sel('all'))\n", "mask_d = d.get_ph_mask(ph_sel=Ph_sel(Dex='Dem'))\n", "mask_a = d.get_ph_mask(ph_sel=Ph_sel(Dex='Aem'))\n", "\n", "bursts = ds.mburst[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can finally compute the *FRET-2CDE* for each burst:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\jhsmi\\AppData\\Local\\Temp\\ipykernel_40128\\287442945.py:59: RuntimeWarning: invalid value encountered in divide\n", " ED = np.mean(kde_adi / (kde_adi + nbkde_ddi)) # (E)_D\n", "C:\\Users\\jhsmi\\AppData\\Local\\Temp\\ipykernel_40128\\287442945.py:60: RuntimeWarning: invalid value encountered in divide\n", " EA = np.mean(kde_dai / (kde_dai + nbkde_aai)) # (1 - E)_A\n" ] } ], "source": [ "fret_2cde = calc_fret_2cde(tau, ph, mask_d, mask_a, bursts)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "fret_2cde_gauss = calc_fret_2cde_gauss(tau, ph, mask_d, mask_a, bursts)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Number of bursts: 1488\n", "Laplace cde values (valid): 1488 (836)\n", "Gaussian cde values (valid): 1488 (1488)\n", "\n" ] } ], "source": [ "s = f\"\"\"\n", "Number of bursts: {bursts.num_bursts}\n", "Laplace cde values (valid): {len(fret_2cde)} ({(np.isfinite(fret_2cde)).sum()})\n", "Gaussian cde values (valid): {len(fret_2cde_gauss)} ({(np.isfinite(fret_2cde_gauss)).sum()})\n", "\"\"\"\n", "print(s)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And visualize the results with some plots:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "def plot_kde(values):\n", " valid = np.isfinite(values)\n", " x, y = ds.E[0][valid], values[valid]\n", " fig = plt.figure(figsize=(4.5, 4.5))\n", " sns.kdeplot(x=x, y=y,\n", " cmap='Spectral_r', fill=True, thresh=0.05, n_levels=20)\n", " plt.xlabel('E', fontsize=16)\n", " plt.ylabel('FRET-2CDE', fontsize=16)\n", " plt.ylim(-10, 50)\n", " plt.axhline(10, ls='--', lw=2, color='k')\n", " plt.text(0.05, 0.95, '2CDE', va='top', fontsize=22, transform=plt.gca().transAxes)\n", " plt.text(0.95, 0.95, '# Bursts: %d' % valid.sum(), \n", " va='top', ha='right', transform=plt.gca().transAxes)\n", " return fig" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 423, "width": 432 } }, "output_type": "display_data" } ], "source": [ "fig = plot_kde(fret_2cde)\n", "fig.savefig('2cde_laplace.png', bbox_inches='tight', dpi=200, transparent=False)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 423, "width": 432 } }, "output_type": "display_data" } ], "source": [ "fig = plot_kde(fret_2cde_gauss)\n", "fig.savefig('2cde_gauss.png', bbox_inches='tight', dpi=200, transparent=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ALEX-2CDE Definition\n", "\n", "To compute ALEX-2CDE we need to define ([Tomov 2012, eq. 10](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$BR_{D_{EX}} = \\frac{1}{ N_{CHA_{EX}} } \n", "\\sum_{i=1}^{N_{CHD_{EX}}} \\frac{ KDE_{D_{EX}i}^A }{ KDE_{D_{EX}i}^D }$$\n", "\n", "and the analogous ([Tomov 2012, eq. 11](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$BR_{A_{EX}} = \\frac{1}{ N_{CHD_{EX}} } \n", "\\sum_{i=1}^{N_{CHA_{EX}}} \\frac{ KDE_{A_{EX}i}^D }{ KDE_{A_{EX}i}^A }$$\n", "\n", "Finally, *ALEX-2CDE* is defined as ([Tomov 2012, eq. 12](http://dx.doi.org/10.1016%2Fj.bpj.2011.11.4025)):\n", "\n", "$$ ALEX-2CDE \\left( t_{CHD}, t_{CHA} \\right) = \n", "110 - 50 \\cdot \\left[ BR_{D_{EX}} + BR_{A_{EX}} \\right]\n", "$$\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ALEX-2CDE Implementation" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "bursts = ds1.mburst[0]\n", "\n", "ph_dex = d.get_ph_times(ph_sel=Ph_sel(Dex='DAem'))\n", "ph_aex = d.get_ph_times(ph_sel=Ph_sel(Aex='Aem'))\n", "\n", "mask_dex = d.get_ph_mask(ph_sel=Ph_sel(Dex='DAem'))\n", "mask_aex = d.get_ph_mask(ph_sel=Ph_sel(Aex='Aem'))\n", "\n", "KDE_DexTi = phrates.kde_laplace(ph_dex, tau, time_axis=ph)\n", "KDE_AexTi = phrates.kde_laplace(ph_aex, tau, time_axis=ph)\n", "\n", "ALEX_2CDE = []\n", "BRDex, BRAex = [], []\n", "for ib, burst in enumerate(bursts):\n", " burst_slice = slice(int(burst.istart), int(burst.istop) + 1)\n", " if ~mask_dex[burst_slice].any() or ~mask_aex[burst_slice].any():\n", " # Either D or A photon stream has no photons in current burst, \n", " # thus ALEX_2CDE cannot be computed.\n", " ALEX_2CDE.append(np.nan)\n", " continue\n", "\n", " kde_dexdex = KDE_DexTi[burst_slice][mask_dex[burst_slice]]\n", " kde_aexdex = KDE_AexTi[burst_slice][mask_dex[burst_slice]]\n", " N_chaex = mask_aex[burst_slice].sum()\n", " BRDex.append(np.sum(kde_aexdex / kde_dexdex) / N_chaex)\n", " \n", " kde_aexaex = KDE_AexTi[burst_slice][mask_aex[burst_slice]]\n", " kde_dexaex = KDE_DexTi[burst_slice][mask_aex[burst_slice]]\n", " N_chdex = mask_dex[burst_slice].sum()\n", " BRAex.append(np.sum(kde_dexaex / kde_aexaex) / N_chdex)\n", " \n", " alex_2cde = 100 - 50*(BRDex[-1] + BRAex[-1])\n", " ALEX_2CDE.append(alex_2cde)\n", "ALEX_2CDE = np.array(ALEX_2CDE)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(2859, 2656, 2859)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ALEX_2CDE.size, np.isfinite(ALEX_2CDE).sum(), np.isfinite(ds1.E[0]).sum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And some final plots of *ALEX-2CDE*:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 610, "width": 614 } }, "output_type": "display_data" } ], "source": [ "hist_kws = dict(edgecolor='k', linewidth=0.2,\n", " facecolor=sns.color_palette('Spectral_r', 100)[7])\n", "valid = np.isfinite(ALEX_2CDE)\n", "g = sns.JointGrid(x=ds1.E[0][valid], y=ALEX_2CDE[valid], ratio=3)\n", "g = g.plot_joint(plt.hexbin, **{'cmap': 'Spectral_r', 'mincnt': 1, 'gridsize': 40})\n", "_ = g.ax_marg_x.hist(ds1.E[0][valid], bins=np.arange(-0.2, 1.2, 0.0333), **hist_kws)\n", "_ = g.ax_marg_y.hist(ALEX_2CDE[valid], bins=40, orientation=\"horizontal\", **hist_kws)\n", "g.ax_joint.set_xlabel('E', fontsize=16)\n", "g.ax_joint.set_ylabel('ALEX-2CDE', fontsize=16);\n", "g.ax_joint.text(0.95, 0.95, '# Bursts: %d' % valid.sum(), \n", " va='top', ha='right', transform=g.ax_joint.transAxes);" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of bursts (removing NaNs/Infs): 2656\n" ] }, { "data": { "image/png": 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0kg928hpSVr0QeZzFv2+GpPBMl+xuUzmRzsOhWaikCKN4iCYpuW0LzbjrSg1+e7pikg9IkrJio6XkYkUL+7AbsnWTzK2mzN2lP5czTmmuO8dVzwe1eXl5Gj9+vC8su+KKK/R///d/xULMQ6+ZMzMzNWfOHL3xxhu67bbbirV3ww03+H7nBg0apC+//FIxMTG++y+99JJuvvlmvfvuuzJNUxMmTNCoUaPkdDqLtbVq1SpJUuvWrXX//fdX+jnef//9vrCse/fumjlzZpHN6V944QU9/fTTevzxxyVJDz74oP7973+rUaO6cYIjANRG7GFWjQYOHOjbi2zWrFlavHhxieXy8/M1ceJE39clvWi77LLLfNfPPvusb4+yI/3xxx+aO3eupMJ90IYOHVrZ4QMAAJQrOTFDT903u9Sw7JBFC3bohcfmKiOt7MOQDs0KkkqeQXboflUuxzxSr169irxWe/PNNwPWdruODfX4SyMU1zqm2D2P3VBm/dASwzKrkFx34VJNrylFGlKkrcSw7JDMhvU0484rlHBCa+07KU7L7h5RZvuGYcjW0Sajs1HimsuLzzlB913fS8HB1fPZ/JdffukLuHr16qX333+/xBl/w4YN09tvv+37etKkScXKzJgxQ7NmzZIknX766frxxx+LhGWS5HQ6NWXKFN9WJ0lJSb46Vtu3b1daWpqko1vlsXr1ar311luSpDZt2mjBggXFTnI0DEOPPfaYBg4cKKkwRPz8888r3ScAgMCsWtlsNj355JO+ry+88ELfp06HZGdn67LLLtP69eslFf7RHzGi+IuWoUOHqm/fvpKkNWvW6LLLLlN2dnaRMitXrtSYMWN8Xz/yyCMlTjsHAAAIhE3rk/XkfbOUtDfDr/J/b9qvJ++bpYTdaaWWORSIdejQodheYTk5OVqxYoWkwCzHrIjzzz/fd71z505lZWUFrO0GjcL18HND1f3U5r7HXEF2ZcSEymv37+W73e2VPVJSqH/LXl2hwfrtzgu0+MHz5A4N9quOrbkh28mGb82Kw2HTneNO1eXndZXNVn27l33//fe+6zvuuKPMZY9jx45VkyZNJBXu87tt27Yi96dOnSpJstvtevPNN0s9LCsoKEg33XSTunbtqv79+5f487cuxzzllFP8f0JHeP/9933Ljl977TVFR0eXWvbmm29W586d1a9fP3k8ZS/tBQCUjfSkml177bX64osv9PPPPysxMVG9evXS+eefr27duiklJUVffvml7+TLyMhIffjhhyXu72EYht566y316dNHmZmZmj59uhYtWqQxY8aoYcOGWrNmjb799lvfzLOhQ4fqxhtvrNbnCgAAjh/ZWQWa9PSvys9zV6heyr5sTXr6V/3n7Qs0btw4ffjhhyWW27p1a5l7nt1+++26/fbbJUk7duxQ69atKzSOijpy1tGhrTSsWrdu7Zv5dCjwKM3AgQO1YMECSYfHf8eDA/W/D1do8pS3tWjFO5Kkfuc+p/Doptqw5EMl7Vom0+tVWFSsmrY5XR1PPvxB6cHwdMXPm660zSuUuy9B3oJ8OcIiFFw/VvU69lDj04cqtNHhQM7h9Ch3zyr9fMOjRcZ1YMN6fTv2AklSgy5ddebjzxS5n5kdr50b5urg+vVy5e7XD1MLVL9+fXXs2FH/+te/dO211xY57f1I1p/p+++/79cpkUeyngx52mmnlVnWMAy1adNGSUmFMyATExPVrl07SVJ6erpvptjgwYPVo0ePMtu64447ytwnLBCBmWmamjZtmiSpU6dOGjVqVJnlL7roIl100UWV6gsAUBSBWTUzDEPffvutxo4dqx9++EEul0tffvmlvvzyyyLlmjVrpq+//lqdOnUqta2uXbvqp59+0ujRo5WYmKg9e/botddeK1bu3HPP1eeff15sHzQAAIBASUvNqXBYdsiB/dnlbnRf22zcuNF33bZt2zIPYKosm92my8afqvlLftSiwol08npdWjzraaWnHJ4ZlXFgh8KjDs++2735V61Z+LZMd9EtO1yZaXJlpilr12bt+WW6Wgy5VC1HXCFJcthNVfSnt/mrL7Xxy/9JZtGwMCkpSUlJSfrtt9/03HPP6bXXXtN1111Xwdb9t3jxYu3Zs0d79uxRXFxcueUPfTgtSREREb7rFStW+PZBGzx48FGP69DsR6lwSabX69Xy5cu1du1a5eTkKDY2VmeccUax5ZVWO3fu9IV7gRgTAMB/BGY1IDw8XDNnztT333+vDz/8UEuXLtW+ffsUEhKiE044Qeeff75uvvlm1atXr9y2+vTpo82bN2vKlCn69ttvtXXrVmVmZqpBgwbq1auXxo8fr/POO6/qnxQAAMBRuuSSS4qcErhjxw698cYbkgpn8zRv3rxI+Q8//FDr1q1Tq1atdMstt/ger1+/fpWO0+v16plnDs+0uvXWW6u0vzbtDj+frau+KRKWHdK0zRmSpAOJ67X69zd9IVZUu5MU2aaLHKHhKsg4qPQtK5WTuEum16P42Z8oOKaRYvsUHgoVHttEXS+/Sq7sLG355itJUlhsrNoMLrwf2qChr7/43+dr4xefSZIMm03Dhg7VKaecovDwcO3Zs0czZ87Url27lJubq+uvv15t2rTRv/71r4B/b6TCE+Wjo6PVpUuXcsv+9ddfvll/wcHBRQ6KWLt2re+6a9eukgp/B9955x3NnDlTO3fulGEYat++vc477zzdfvvtZS6PPDTDrEmTJvrf//6nl156SfHx8cXKDR48WP/5z3900kknFbtX0piSk5P17rvv6ptvvtG2bdvkcrnUunVrjRgxQnfeeWeZM/oAAP4jMAuAJ554Qk888USF65177rk699xzj7r/yMhIPfDAA3rggQeOui0AAICaMmzYsCIner/zTuEyRJvNpqeffrrIbCBJeu+99yRJZ599tu65554qHZvL5dLBgwe1YsUKvfTSS5o3b54kacSIEVUemFntT1gpuzNEJ51xnZq07iW3K1d7ty9UbMvCTeW3rPzKF5a1vfhWNe03skh90zS1a8b72vNz4TK/+Dmf+wKzsIYN1WHU+cret88XmIU2KHzsSJu++qLwwrDp3Cee1rePPlTk/iuvvKLx48frk08+kSRNnDixxMCsvKWqgfbggw/6rocOHVrkd2rTpk2+66ZNm+rNN9/UPffco5ycnCJtrFixQitWrNDkyZP15ZdfasCAAcX6OTTL7tB1SadxHjJ37lz17t1bn3zyiS688MIi944c09dff63rrrtOBw8eLFJu/fr1Wr9+vd544w299957uvjii8v6NgAA/MAaPQAAANRKf/31l6TCDf+PDMuys7O1efNmSdKpp54asD7HjRsnwzCK/RcUFKQmTZpoxIgRmjdvnhwOh+6//3599dVXZW4yXxW697tRcR0HyhkUptDwBmp30ig5nCGSpLR9WyRJjtAINel7TrG6hmGo1ahxCq5fuITTlZmq/NT9Feq/ICtT2YmJkqSoli3Vpvfpxco4nU699dZbvtMq165d61vuWFP+85//+E6PNwxDjz5adL+2QydaStKnn36qm2++WTk5OercubPuuusuPfPMMxo3bpxv/7r9+/dryJAhWrRoUbG+rPuXSVJsbKwmTZqk7du3Ky8vT3v37tVHH32kDh06SJJyc3N16aWXasmSJaWOacGCBbr44ot18OBB36zKZ599VjfddJNvVll2drYuueQSTZ8+vXLfJACADzPMAAAAUCsd2gOqZ8+exe6tXLnSt9F+Sfermtfr1apVq7Ry5Ur16dOn2vp1BkeqWbu+pd43bIXhnTs/RzmJuxTerHXxMoahrhOekz0oREHRDf551P8dzA71IUk5+/cp+4jZToeEhYVp+fLlatSokRo2bFhimeoybdo03Xfffb6vb7311mJBq/WkyxdffFE2m00vvfSS7rjjjiJ7Ab/88ssaO3asfv75ZxUUFGjs2LHasmWLQkJCfGWs+5d17dpVP//8s+90TqlwttgVV1yh888/X8OHD9eff/6pgoICXX/99Vq1apXvMATrmCZNmiRJuvvuuzVx4sQiJ3i+/PLLuuGGG/TJJ5/INE2NHz9eZ555ZrGTZQEA/iMwAwAAQK3jdru1Zs0aSSWfMHho9pnD4VD37t0D1u/YsWNLnLHmdruVnp6urVu36tdff1Vqaqp++uknzZ07V6+88kqZS+4CKaZxBxlG6YtEGjTpoqRdSyWvV+tev1tNB1yg+ieervAW7YqcSGk9IbOinGFhim7dRuk7d8idk6PPb71JHRN2auTIkcUOrOrcuXOl+wmUzz77TFdddZUvYO3bt69efvnlYuWOXHr5yCOP6K677ipWrn79+vrmm2/Uo0cPbdu2TfHx8frggw+KnEh/9913a/To0dq+fbtOPPHEImGZVWRkpD7//HO1b99eBQUFWrNmjX755Rff8tUjx3TllVeWOPawsDB98MEH2r59uxYuXKjMzEy98sorev7558v57gAASkNgBgAAgFpn/fr1ys/Pl1TyDLJDgVmXLl2KzOw5WsOGDdPVV19dZpmsrCzdf//9euONN+T1enXHHXeoU6dOGjJkSMDGUZqwyMZl3j+h51jt37NGHnee3DlZip/1seJnfSxnZD3VO6Gn6nU+VTFdTpUz/OhO9ex62ZVa9PzTMr1eZaWk6N5779W9996rli1baujQoRo2bJgGDx6syMjIo+rnaL3++uu64447fHulnXzyyZoxY4acTmexstbfo5iYmDL3B46IiNC9997rC8m+++67IoFZSEiIOnXqVOaJ94fExcVp1KhR+uqrwn3j5syZ4wvMrGOy2Wx67rnnSm3Hbrfrscce8+0D+N133xGYAcBRIDADAABArTB79mytW7dOkrR69Wrf4/PmzdPy5cuLlJ0/f76kwuWFR864uf766xUVdXSBUFkiIiI0ZcoU7d69WzNnzpRpmnrkkUeqJTBzBoWXeT+qQWv1GfG4Vix+Qzn7Dp/I6MpM0/7lv2j/8l8km031Op6spgPOU/2uvSs1jsbde6j3vQ9q9bv/p9wDB3yP7969W++8847eeecdBQcH65xzztHdd9+tM844o1L9VJbH49Gdd96p//73v77HevfurVmzZvn2IDuSNdwbMGCAQkNDy+zDeoiBdQlmZfTq1csXmG3fvr3EMXXr1k3NmjUrs50BAwbI4XDI7XZr06ZNys3NLfd5AABKRmAGAACAWuF///ufPvzww2KPP/XUU6XWWb16dZFwTZLGjBlTpYHZIffcc49mzpwpSVq2bJmSk5MrvWeUv6dFWvcPK01MbEf1vPNNHdi9RgdW/6HUDUtVkJZyuIDXq7RNfylt019q3Huw2l92d6XG3OSUU9X49Tfl3bxR9bZv1U8//aT9+w8fIJCfn6+vv/5aX3/9tR577DE9+eSTleqnojIzM3XJJZfoxx9/9D02dOhQffXVVwoPLz1wbNCgge+6vGBKklq0aOG7PmAJDSvDGuJlZGRUekwhISFq2LCh74TOAwcOFBknAithzmTZncGl3g8Ocqhd61bVOKLSxcWWHBQDKB2BGQAAAFAJR+6dtmPHjlIDM9M0i+whdqS8vLyAjs2w2RTTuadiOhcuZ83dl6C0LasKg7KNy+V1FZ5YuW/JXEW1O0mtBg6qVD82h1Nt+/bTK08+JtM0tXbtWv3yyy+aPXu2fv31V7ndhYcJPPXUUxo4cKDOOuuswDzBUiQmJmr48OFFQtSrr75a77zzjhyOst/6dOnSxXdtPZ2yNIeem6RSl55mZWUVO+G1JJmZmb7revXqVXpM/o4LgdFiyC0KjmpU6v2wjdM0Z/r71TgiAIFU+o6hAAAAgJ8cjvJnPpXGsBmy2Qx98MEHMk1Tbrfbt4zshRdekGmaRf577bXXJBXu2ZSTk1PsfuvWrQPxlMpltxd9zkcufbPeP7QfW2kSExNL78dWetBWqiMmrIU2bqGm/Uaq87WP67SnP1P0CSf77u1f9suRxSvE+c+sN8Mw1K1bN91555366aeftHPnTnXr1s1X7uOPPz6KXsoXHx+vM888s0hY9sQTT+j9998vNyyTpB49eviu165dW275HTt2+K7j4uJ813l5eWrdurVCQ0MVGRmpvXv3ltvWoQMupKIhmXVMGzduLBKGlSQ9PV0H/zm1NDIyUtHR0eX2DQAoGYEZAAAAjlqj2AiddkbLStUddm5nOZyHw6X169crNzdXkko8sdK64X9N7s9kDWZsNptatiz6/MPCwnzX1qWKR0pKSlJ8fHyp9xvW9+85HkzepKU/TdQv0yZox+evS6Us83SERarVyKt9X+enpagg3y63uzCYK2MinCQpcflSLZz4lH6acL22fvuVzu3YrsRyzZs318MPP+z7OiEhwa/nURkpKSkaNGiQtm3bJqnw9NT33ntPjz/+uN9t9OrVS40bFx6qsHbtWq1fv77M8j/88IPvun///r7rkJAQ2e1236zBWbNmldlOTk6OZsyY4ft68ODBvutmzZr5Tok9dDJrWWbPnu07DdQ6JgBAxRGYAQAA4KjZbIZuvvtMDTuvS/mF/2HYDP37mlM19qpTijx+aIN/wzBKPCHz0P2SwrTqZN1Qvl+/fsU2k7fOOpo7d26p7ZR3kqHN5t9LdrsjWMm7/1JORpL2bV2sMc1iFBFU8swqV1a67zoouoFM01Ajh9Q6xiXD2t8/4YuVaZrat3qlclP2y7V6hU5v1qTUMVmDwubNm/v1PCrKNE1dccUV2rp1qyQpKChI06dP17hx4yrUjsPh0L///W/f19bTNY+UkpKiV155xff15ZdfXuT+mDFjfNcvvvhimUtuH330Ud+ssO7du6tv375F7l911VW+6/vuu08FBQUltpOXl6enn3661DEBACqGwAwAAAABYbPbdOm4nhp38+my28uephQS4tAdDw3UkFGdi+3tdSgQa9++fbElZdnZ2dq0aZOkmgvM3G63nn76aX3xxRe+x+66665i5c4++2zf9aOPPlpkCZ8keb1evfjii0WCt/Kc3KVxqTPAohu0UVSDNpKk/Jw0/frRM3pxyAlqHl10hlpBRqp2fPO27+uGPfrpzA5ZmnDWAV3RI1O92h9+i5BzIEWm11OkfpOTT1FYTH1J0pYNGzRhwgTfjECrLVu2FNnof/To0X4/z4p45513NHv2bN/X7777rs4777xKtfXQQw/5Zpn9/PPPuvLKK5WTk1OkTHJyskaOHKnk5GRJ0siRI3X66acXKXPHHXf4Dp7YsmWLLrrooiL7lEmFv0ePPfaYJk2aJKkwIJ48eXKxMd1www3q3LmzJGnDhg0655xzfAHbIZmZmbr44ot9s+JOPvnkIqEdAKDi2PQfAAAAATVwSAc1bhKh/77wm3Kyi8+GadAoXHc8fJZati751LayZpCtXLnSt+SsKgKz2bNnKyUlpdjjpmkqPz9fu3fv1uzZs4ssobz88stLDGjGjRunZ555Runp6dq7d6+6du2qiy++WO3bt9e+ffs0c+ZM7dixQ0FBQRoxYoS+/fbbcsfXqV0Djbigj15+d6ny8j3F7g885xb98Ol98ng8mjFjhn7//XcNHXGO8l0h2pfjVu6+BB1cu0ievMIQKLxFO9148+n610lpviDuwlOkSdERyk7PUu7+/Vr80nNqcEJn2YND1G74OTqxSROd99qruubKKyVJb7/9tmbMmKHhw4erVatWMk1T69at08yZM30zq0aMGKGRI0cWG681LH3//fd19dVXl/s9sHK5XHr22Wd9X7ds2VLJycl6+eWX/ap/8cUXF1lK27BhQ3300Uc677zzlJ+fr08++USzZs3S6NGj1bJlS+3YsUPTp09XenrhDL3Y2Fi9/fbbxdpt2rSppk6dqrFjx8rr9WrmzJlq27atRo8erVatWik5OVkzZszQ9u3bfXVeffVV9evXr1hbwcHB+vTTTzVo0CClpqbq559/VqtWrTR69Gi1b99eSUlJmj59ui/ACw8P1wcffODXvm0AgNLx/6IAAAAIuC7dmuqxF4fplWfmKTnx8Myadh0b6rYHB6peTMn7crlcLt8G6GXtX+Z0OoudUhkI06ZN07Rp0/wq63A4dOutt+rFF18s8X6DBg303Xff6YILLlBqaqpyc3P14YcfFilTr149ffDBB9qxY4dfgZkk9ereVC/cN0BPT16klNTDM7tOOqGRHrhxpOac20rjx49XRkaG0tLSNO2zT0tsJ6Zjdz3zfzfojG6uYvfGjuuv9179UZKUvOIvJa/4S46wMF170426qWcPOe1nKic9XXfffbcKCgqUmJio9957r8R+xowZU+x5B8qvv/6q3bt3+77evXu37r33Xr/r9+jRo9jec0OHDtXs2bN11VVXaffu3Tpw4ECJoVi3bt00Y8YMNW3atMS2x4wZo6+//lrjxo1TamqqUlJS9NZbbxUrFx0drUmTJmn8+PGljvPkk0/WggULdOmll2r9+vXKysoq8XvasmVLff/990UOWwAAVA6BGQAAAKpE0+bReuyF4Xpz0u9avzpRffq30bibT1dQcOkvQdeuXes7UbKswOzEE09UcHBw1Qy8BDabTeHh4apfv766dOmifv366dJLL1WbNm3KrDdgwABt3bpVr7/+ur7//ntt27ZNpmmqVatWGjVqlG655RY1b95cr776aoXG0yaunl5+cKBefHupNm07oCFnttF1l3SX02HT6NGj1bdvX02dOlVz5szRxo0blZaWpuDgYIXWi5atWWe1PaOvHr6lrZrXK/nUxQkPXaDomAh9/emf2rMrRV6vV/VionRpm5Zy/nP65y233KLhw4dr6tSpmjdvnrZs2aKMjAyFh4eradOmGjhwoC677DKdeeaZFXpuFeHPaZaVMXDgQG3atEnvvfeevv76a23YsEEpKSmKjIxUjx49dMkll+jqq69WUFBQme2cd9552r59u95++2398MMP2rBhg9LT0xUTE6O2bdtq1KhRGj9+vJo0KX0fuENOOukkrVq1Sp9++qm+/PJLrVq1Svv371dISIi6du2qCy+8UDfeeKMiIiIC9W0AgOOaYZa2kyXgh4SEBN+GtvHx8WrRokUNjwgAANRGubkuhYY6a3oYx6ScPJfCQvz73sZn/am9WVvkdJiylXMa5iGmKbk8UtPwjoqLKL5kEDieWN//nHrbRwqOalRq2bCN0zRn+vvVNTQAAcYMMwAAAFQ5wrKq429Ydkiws2KflxuGVMphmwAAHLM4JRMAAAAAAACwIDADAAAAAAAALAjMAAAAAAAAAAsCMwAAAAAAAMCCwAwAAAAAAACwIDADAADVzus1lZvrqulhAFUuN6egQuXzCzxyub1VNJrKMU0p313TowAAoHpxQDQAAKhWe+LT9N/nF2hfcpZGjT5R51/STYZh1PSwgIDKy3Xp3f8u1LKFu9XtlGa68a5+Co8ILrPOgqXxevOTlXI4bLpz/KnqeWKTahpt6ZIz7fpibYTS82wa1iFH13Q3+fcKADguGKZpmjU9CNRdCQkJiouLkyTFx8erRYsWNTwiAEBttnblXk156Tfl5hyeXdb7zNa69pY+CgrmczwcGw6mZOuVZ+dp945U32NNm0fpzkfOUmzTqGLlTdPU/2Zu0uczNvoesxnSdZd01zlntQvo2PZmL9e+vDV+ld2S4tRX6yJU4DkckA1o1UITTj1ZTrs9oOMC6grr+58mnXrJ7iw9CHeYLg3q30dTp0yqruEBCCBemQIAgGrxy4+b9cm7y+T1Fv2sbsnvO5WyL0u3PzhQ0fVCa2h0QGDs+PuAXn12ntJSc4s8nrgnQ0/eN0u3PTBQnbrG+h4vcHn0+od/6belCUXKe03prc9XKyEpU9de3E12e2B2UmkceqKy3HuV404ptYxpSkvigzVna5hMFZ1NtmBXgpKzc/TAGb0VHVL2jDngWNdiyC0KjmpUZpn4jdOqaTQAAo09zAAAQJXyeLz65J2l+ujtpcXCskO2bU7Rk/fOUvzO1BLvA3XBsoW7NPGhn4q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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 610, "width": 614 } }, "output_type": "display_data" } ], "source": [ "valid = np.isfinite(ALEX_2CDE)\n", "print('Number of bursts (removing NaNs/Infs):', valid.sum())\n", "g = sns.JointGrid(x=ds1.S[0][valid], y=ALEX_2CDE[valid], ratio=3)\n", "g = g.plot_joint(plt.hexbin, **{'cmap': 'Spectral_r', 'mincnt': 1, 'gridsize': 40})\n", "_ = g.ax_marg_x.hist(ds1.S[0][valid], bins=np.arange(0, 1.2, 0.0333), **hist_kws)\n", "_ = g.ax_marg_y.hist(ALEX_2CDE[valid], bins=40, orientation=\"horizontal\", **hist_kws)\n", "g.ax_joint.set_xlabel('S', fontsize=16)\n", "g.ax_joint.set_ylabel('ALEX-2CDE', fontsize=16)\n", "g.ax_joint.text(0.95, 0.95, '# Bursts: %d' % valid.sum(), \n", " va='top', ha='right', transform=g.ax_joint.transAxes);" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "masks = [valid * (ALEX_2CDE < 88) * (ds1.S[0] > 0.9)]\n", "ds2 = ds1.select_bursts_mask_apply(masks)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "image/png": 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