From 266e046c1152c6dd949b80477ef14fdaef3cad3f Mon Sep 17 00:00:00 2001 From: paumann Date: Mon, 17 Jul 2023 00:04:41 +0200 Subject: [PATCH] Final final push --- Abschlussprojekt/neat.ipynb | 223 +++++------------------------------- 1 file changed, 30 insertions(+), 193 deletions(-) diff --git a/Abschlussprojekt/neat.ipynb b/Abschlussprojekt/neat.ipynb index 5fbb8f4..51d5271 100644 --- a/Abschlussprojekt/neat.ipynb +++ b/Abschlussprojekt/neat.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -38,20 +38,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "g1 = Genome.new(3, 2)\n", "\n", @@ -74,20 +63,9 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "mutate(g1)\n", "\n", @@ -96,21 +74,9 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+------+------+------+------+------+------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 |\n", - "| | | | | | |\n", - "+------+------+------+------+------+------+\n" - ] - } - ], + "outputs": [], "source": [ "visualization.genome_table(g1)" ] @@ -122,14 +88,12 @@ "source": [ "### Reproduktion\n", "\n", - "Dank der 'Innovation number' kann nachvollzogen werden, welche Gene zusammenpassen. Alle anderen Gene sind entweder disjoint oder excess. Anhand dessen kann man mit unterschiedlich strukturierten Eltern einen Offspring generieren.\n", - "\n", - "TODO: An einem Beispiel zeigen, wie Gene zugeordet werden und 2 Eltern einen Offspring erzeugen" + "Dank der 'Innovation number' kann nachvollzogen werden, welche Gene zusammenpassen. Alle anderen Gene sind entweder disjoint oder excess. Anhand dessen kann man mit unterschiedlich strukturierten Eltern einen Offspring generieren.\n" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -138,7 +102,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -149,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -167,31 +131,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 18 | 19 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 | 1->5 | 5->4 | 0->6 | 6->4 | 5->7 | 7->4 | 6->8 | 8->4 | 0->9 | 9->3 | 1->7 | 6->10 | 10->8 |\n", - "| DIS | DIS | | DIS | | | | DIS | | DIS | | | DIS | | | | | | |\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+\n" - ] - }, - { - "data": { - "image/png": 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fv3+WMmEMozOdKX37wnsvGWWUUkpnOjOMYVp4B4KCQlgY6exMSqWKA3h3yGSKc87OinLqBDlsAy4SokuS33//PadOnZrv+54/f04LCwuuX78+x3JyuZyurq4cMWLEx5ooyIbLly+zVKlSBEAALFmyJP/999+M6wEMoD71KaEkk9h++JJQQn3qM4ABWnw3Am0REEDq65MSSWax/fCQSBTlAtTYTYqF6EZFRbFSpUpMSUnJ973nz5+nsbExL168mG2Zn3/+mQ0bNiw2gWw0yfr162loaEgdHR1KpVICoKmpKcl3gpuT2H74EsJb/EgX3JzE9sNDncJbLESXJBs3bsz//e9/H3VvUFAQbWxs+PLlyyzXjh07RlNTU968efMTLRTkREpKCm/fvs2DBw9y/fr1DGNYVsH97INDB8S3yoU3nOHafksCDRAWlp3gDiBgRqAMAUsCK5QKb7gaukmxEd3ly5fTxcXlo+/38PBgnz59KJfLM849evSIVapU+WgxF3w8znTOeUoh/q3wHlY+1eDCj+8LgsKDs3N2UwpRBJLe/juGQAUCp7NMNXyCZGRLTqJbJLwX0unbty/++eefHFe/c2LJkiW4fPkyfv31VwCKQDb9+vWDm5sbOnfurEpTBbkQi1jswi4QOWzxDgVgCkBJkmWC2ImdwquhiBMbC+zapZDQrNQGUOrtvyVvj8zR70hg507NejUUKdEtW7YsunfvnqcgOMqQyWQIDQ2Ft7c3Tp48iR9++AESiQSzZs1SsaWC3AhGcO6F1gAYBMVnSQkSSPL2HEGhJTg4txKjAOgDsAFQEUCnLCUkkrw8R3UUKdEF8hcERxk1a9bEypUr0a1bN6xZswZ//PEHdHV1VWylIDciEIEkJGVf4DaAwwByyIiUiEREIlLVpgm0gFwuV+pPHxEBJOXQTYAAAPEAjgJwwbuR7zsSE4FIDXaTIie6LVq0QHJy8icFVrG3t0dCQgIqVqwIIyMjFVonyCtxiMu5wDoAzQHkEi/+OZ6ryiSBFlmxYgXKli2L9u3bY+3atXj69CkAIC6XbqJAF4rOchdAoNISzzXYTYqc6H5MEJz3SQ9k4+3tjTJlyoipBS1hgFzS1q9FjqPcdAxhqBJ7BNrFxMQEurq62LdvH4YNGwYTExM0adIEBrl0k8yk4sM53XQMNdhNimQA2EGDBqFOnTpYuHAhPvvss3zdO2bMGNSqVQvfffcdBgwYgIYNG6Jp06bo2LGjmqwt3syYMQO//PILqlevjjp16qBmzZqoW7cuHHo6IBShyqcYTgC4B6BXzs+WQQZ72KvDbIGaeP36NS5duoSYmBhER0cjOjoaMTExuHXrFlJSUgAoFrgNDAwwbdo0xMQAoaHKphhiARwA0AWADMB+AH++PTIjkwH2muwm2bk1sBC6jL1P586dGRwcnK97goODaW1tnclX98iRIzQ1NeWtW7dUbaKA5F9//ZWxISL9cHJy4iM+yrLdN+M1HMTA3DdJSCllLGO1/RYFSnj27BmPHz/OlStX8vvvv2fHjh1pbm5OqVRKBwcH9unTh7NmzeLGjRsZFRXFhIQE6unpUSqVsmvXrrx+/TofP37Mu3eTs2z3VRyxBFoSMHjrp1uHwG9KN0lIpWSsirsJiouf7vuEhoayZcuWeS5/4cIFGhsbMyoqKss1f39/Ojo6MikpSZUmFmsuX75MX19f1qtXL0NsS5Uqxa5du2bsKszVTzeHlyRN+OlqG7lczocPH/LgwYNcunQpv/32W7Zu3ZoVK1Zk6dKl6eTkxEGDBnHu3LncunUrr169ytTU1GyfZ2ZmRh0dHcpkMpYoUYIA2KxZsxz8dHM/tOGnW2RFNz0IzpUrV3It++LFC9aqVYu///670utyuZwuLi709PRUtZnFBrlczsjISM6cOZN16tShmZkZPT09uX//frZu3Zp6enrs2bNnpg+d0h1peRXdBAnbTGrDhw8favFdFw/kcjnv3LnD3bt3c+HChRw2bBibN2/O8uXL09DQkJ9//jmHDRvGn3/+mbt37+bt27czbUDKK6tXr6aurm6mb0UAuHLlhXxvARY70tTE+PHjOWXKlBzL5FVQX7x4QUtLy2yFWZAVuVzO06dPc8qUKbSysmLVqlU5btw4Hj16NJO47t27l56enkpHOR8be2Hxm8WcOHEiTU1NuXbt2o/6kAsyk5qayqtXr3Lbtm2cO3cu3dzc6OTkxNKlS9PMzIytW7fmN998w6VLl/LAgQN8+PChSto9OTmZwcHBtLCwyCK4tWvXplwuF7EXCgoXL17MNQiOv78/nZyc8jR1kNMUhEBBWloajx8/zu+//57Vq1enhYUFJ02axLCwsI/+AH5KlLHw8HA6ODiwQ4cOvH37tqreZpHmzZs3vHjxIjdu3MiffvqJffv2pYODA2UyGc3NzdmhQwd+//33XLFiBY8fP85nz56pxY6kpCQuX76cNWrU4BdffMF9+/axffv2GYIrlUoZHR2dUV5EGSsgNGnShNu3b1d67WMWyZQtthV3UlNTefDgQX777besVKkS7ezsOGPGDJ4/f15lI8xwhtOFLpRSShllmcQ2PZ6uC12UBrlJTk7m7NmzaWRkxF9//ZVpaWkqsamw8/r1a549e5br16/ntGnT6OzsTBsbG5YqVYqWlpbs3r07J0+ezLVr1zI8PJzx8fEasSshIYFLlixh1apV2b59ex45coS3b99mx44d6eDgQGtra+rq6iqNgx0erpijlUoV8XOVxdN1cVHPlML75CS6EsV15Tg6OvL06dNq8ZrQFCtWrMCuXbvw999/Zzr/8OFDODo6YsWKFfl2Bxs+fDhevHiBkJCQYpuuJyUlBQcOHEBoaCi2bNmCKlWqwNXVFa6urrCxsVFbvY/xGMEIRiQi8RzPYQhD2MMegzEYJjDJ8d6YmBh4eHhAV1cXK1euhLW1tdrsLEjExcUhJiYmww0r/eeDBw9Qq1Yt2Nraws7ODnZ2drC1tYWlpSWkUqnG7Xz9+jWWLVuGBQsWwNHREdOmTYOTkxOWLVuGmTNnYty4cZg4cSKePXuGwYMHY8OGDTDIxlH38WPF1t7ISMXGB0NDhVvY4MGASc7dRCVIJJIzJB2VXsxOjVlERrpxcXE0MDDItKCSkpLCL774gjNmzPioZyYmJrJBgwZcuHChiqwsHCQmJnLr1q0cNGgQy5cvz8aNG3P+/Pm8fv26tk3LM6mpqVy8eDGNjIw4Z86cj4q/XFCJjY3l4cOHGRgYyDFjxrBt27asXLky9fX12aBBAw4cOJC+vr7cvHkzL1++XGDee1xcHH19fWlqakpXV1eeO3eOpMLDpUWLFmzatGmmaYTCAIrz9AJJurm50d/fP+P3SZMmsV27djm6p+TGjRs3aGpqymPHjqnCxALLq1evuHHjRvbt25cGBgZs2bIlFy9ezP/++0/bpn0SN27cYNu2bdmgQYOMD3lhQC6X8+7du9y7dy8XL17MESNGsGXLljQ2NqaBgQGbNm1KDw8P+vv7c+fOnbx582aBnU559uwZZ86cSSMjI/bv3z9jrSQlJYVz586lkZERFy9e/EmfU21R7EX3yJEjtLW1pVwu59atW1m1alXGqsAb+n//+x+rVKnCR48eqcDKgsOLFy/4+++/09nZmWXKlGG7du24bNmyIud+JZfLGRQURBMTE06dOrVAZQVJS0vj9evX+b///Y9+fn4cMmQIGzduzLJly9LU1JStWrWip6cnlyxZwv379/P+/fuFxkMjNjaWkydPZvny5TlkyBBevnw549r58+fZoEEDtmvXrlAnDSj2oiuXy2lpacmNGzfSxMSEJ0+eVNmzp06dyjZt2hTKv8bv8+TJEwYFBbFTp04sU6YMO3fuzKCgID558kTbpqmd+/fv09nZmdbW1hr/5pKcnMyYmBiGhoZy9uzZ7N+/P+vVq0d9ff2MhaRx48Zx+fLlPHr0aKH+/7h//z6///57GhoacsSIEZlENTExkdOmTaOJiQlXr15daP6AZEexF12S/Omnn2hkZMRffvlFpc9NTU1l69atOW3aNJU+VxM8ePCAgYGBbNu2LcuWLUsXFxeuX7+ecXFx2jZNK2zatIkVK1bk6NGjVb5Sn5iYyPPnz/OPP/7gjBkz6OrqSjs7O5YqVYoWFhbs2rUrJ06cyODgYIaFhRUp75g7d+7wm2++oaGhIceMGZNlaur48eO0sbGhs7Mz79+/ryUrVYsQXZL9+vVjiRIl1OL2UphS+ty5c4eLFi1iixYtaGBgwH79+nHTpk189eqVtk0rEDx9+pRubm40Nzfnnj178n3/y5cvGRYWxuDgYE6cOJFdu3alhYUFS5UqRTs7O7q6unLGjBn8448/eP78eSYkJKjhXRQMrl+/zqFDh9LQ0JBeXl588OBBpuvx8fEcPXo0K1asyE2bNmnJSvVQ7EU3Pelkhw4duHr1arXUUZCTV16/fp1+fn5s1KgRy5cvTzc3N27btq1AzWEWNHbv3k1zc3MOHjyYT58+zXL9yZMnPHr0KJcvX85x48axffv2rFq1KmUyGevVq8f+/ftz9uzZDA0NZUxMDJOTk7XwLrTDpUuXMjxcpk2bxsePH2cps2fPHlavXp1ubm5K27ewU6xF99y5cxnp1f/++2+2aNFCbXUVpDTt0dHR9Pb2Zr169Whqasrhw4dzz549xerD/6nExcVxyJAhNDIyooeHBz09PdmqVSuampqyTJkybNy4MYcMGUI/Pz/+73//4/Xr1wv93P6nEBkZyT59+tDY2Jg//fQTnz9/nqXMs2fPOHjwYJqbm3P37t2aN1JDFFvRff78OS0sLPjHH3+QVCxaVKhQIdNqqSqRy+Xs2bMnR4wYoZbn51b3uXPnOH36dNra2rJSpUocPXo0Dx06VKyFIC+kpaXx5s2b3LlzJ/39/enh4cGmTZvSwMCAxsbGrFu3LsuVK8e6detyw4YNvHv3bqFf6FElZ86cobOzMytUqMC5c+dmOx8dGhrKSpUq8dtvvy1Sc9bKKJaiK5fL2b179yxbBb28vDh58mS11RsXF0crKyuuWbNGbXWkI5fL+e+//3LixIm0sLBg9erVOX78eJ44caLA+mZqk5SUFF6+fJmbN2+mr68vBw4cyAYNGvCzzz5j5cqV2bZtW44ZM4aBgYE8fPhwJrfCxMRETpkypcisrquCkydPslOnTqxUqRIXLlyY7brAgwcP6OrqSmtrax49elTDVmqHYim68+bNY6NGjbIEsomOjmbFihXVuhsnMjKSxsbGjIiIUPmzU1NTeeTIEY4dO5ZVq1altbU1p06dyjNnzggheEtSUhIjIiIYEhLCmTNnslevXqxTpw6lUilr1KjBzp0708vLi0FBQTx58iRfvHiR52efPXuW9erVK/R+pJ/CoUOH2LZtW1arVo1Lly7NdjpNLpczODiYpqamnDJlSoGYdtMUxU50Dx06xAoVKmQbVapp06bctm2bWm1Yt24dLS0t8/WBzo6UlBTu37+fI0eOpJmZGe3t7fnjjz8yKiqqWAttfHw8w8PDuXbtWk6ePJndu3enpaUlS5UqleGCNG3aNK5fv55nz57l69evVVJvcnIy58yZk+GCWBy+Vcjlcu7du5ctWrRgzZo1uXLlSr558ybb8jdv3mT79u1Zr149nj17VoOWFgyKlejev3+flSpVynGSfsWKFezRo4fabRk5ciRdXFw+ShiTkpK4Y8cOuru709jYmI6OjpwzZ06egrIXNdJTu6xYsYLff/89O3ToQHNzc8pkMjo4OLBv37786aefuHHjRl68eDFHMVAlly5dYvPmzdmsWbNCFxsgr8jlcm7fvp2NGzemjY0N161bl+O3xLS0NP7yyy8ZsS2K68JtsRHdlJQUtmzZkjNnzsyx3MuXL7MEwVEHSUlJdHR05IIFC/JUPiEhgX///TcHDBjAcuXKsVmzZvz555+LRX629NQuBw4c4NKlS/nNN9+wdevWNDMzy0jt4ubmxrlz53Lbtm25pnbRFGlpafz1119pZGREHx+fIiMyaWlpDA0NZf369Wlvb8+QkJBc2zsmJoaff/45mzdvzkuXLmnI0oJJsRHdCRMmsH379nn6MA4ePJjz589Xu003b96kqalptgsIL1++5IYNG9irVy+WLVuWX375JX/99Vfeu3dP7bZpA7lcztu3b3P37t38+eefOWzYMH7++ec0NDRk+fLl2bx5cw4bNowLFy7k7t27eefOnUIxhXLr1i1+9dVXrFu3Ls+cOaNtcz6a1NRU/vHHH6xduzYbNmzILVu25Dp9kpycTB8fHxGv+D2Khehu3ryZ1apVU+qIrYyjR4/SxsZGIx/oHTt2sHLlyhkj62fPnnHNmjXs1q0by5Qpww4dOnDFihUqCcJTUEhP7bJ161bOnTuXgwYNoqOjI0uXLs2KFSuydevW/Pbbb7l06VIePHiQjx49KhTimhNyuZxr1qyhiYkJJ02aVKh2myUnJ3P16tW0tLRk06ZNuXPnzjz9f6QvLH711VfF4htZXinyonv16lWamJjw1KlTeb5HLpfTysqKJ06cUKNl7/juu+9obW3Nr776imXKlGG3bt24du1apQ7khYk3b94wKiqKGzdu5KxZs9inT59MqV06duzI8ePHc+XKlTxx4kShf7954eHDh+zVqxetrKx45MgRbZuTI+kpcapXr85WrVrxn3/+yZPYJiQkcPLkyTQ1NeWaNWsK/R9MVZOT6OqpN366+klMTETPnj0xc+ZMNG7cOM/3SSQSuLu7Y9WqVWjatKlabLt//z42b96M0NBQnDlzBlKpFDY2Nrh37x7KlCmjljrVRUJCAi5fvozo6OhM2Qdu3boFc3PzjKwDXbp0wYQJE2BjY4PPPvtM22ZrhQoVKuCvv/7C5s2b0bdvX/To0QNz584tUP/niYmJWLlyJfz8/FC7dm2sW7cOzZs3z9O9x44dg4eHB+rWrYuIiAhUqFBBzdYWMbJTYxaSke6QIUPYr1+/j/pLe//+fZYrV06lQXBu3brFBQsWsFmzZixXrhwHDhzIzZs3MyEhgbGxsaxatara3dU+hRcvXvDkyZNctWoVvby82KlTJ9aoUYNSqZT29vbs3bs3f/zxR4aEhDAyMjJPCT2LM8+ePaO7uzurVavGnTt3atscxsfHc/78+TQzM2O3bt3477//5vnely9f8ptvvmGlSpX4999/q9HKwg+K6vTCypUraWtr+0mi2bVrVwYFBX2SHVeuXOGcOXPo6OhIY2Njuru7c8eOHUoF6cSJEzQ1NdV6ipvY2FgeOnSIgYGBHD16NNu2bctKlSrxs88+Y8OGDfn111/T19eXW7Zs4ZUrVwpMapfCyr59+1i9enV+/fXXWomJGxcXRx8fH5qamrJnz575zpaxa9cumpub093dXW3Zf4sSRVJ0z549S2Nj40/2j9y8eTObN2+er3vkcjmjoqL4448/0t7enmZmZvT09OT+/fvzJE6LFi1i/fr11b5DRy6X87///uPevXu5aNEijhgxgi1atKCRkVGGS5qHhwcXLFjAXbt28datW2LlWY3Ex8dz7NixNDMzY0hIiEbmQZ8+fcoffviBRkZGHDBgAC9evJiv+588ecJBgwaxevXq3Ldvn5qsLHoUOdF99uwZa9asyQ0bNnzys9KD4OTmVyiXy3nmzBlOnTqV1tbWrFq1KseOHcujR4/m219ULpezd+/eHDp06KeYnkFqaiqvX7/O7du308/Pj4MHD2ajRo1YtmxZVqhQgV9++SVHjRrFX3/9lf/88w8fPHggFj60yIkTJ2hra8sePXqozTXw0aNHGSlx3N3d872pRi6Xc+PGjaxYsSLHjh2rsfTrRYUiJbppaWns2rUrR48erbJnenl5cdKkSUrrOnHiBMePH88aNWrQwsKCEydO5L///vvJovXy5Uva2Nhw9erVTEhI4OLFi3PdSZWcnMzo6GiGhobS29ub/fr1Y7169SiTyVitWjV+9dVX/O677/jbb7/x2LFjRTJOaVEhKSmJM2bMoImJCVeuXKmyP4L379/nd999R0NDQ44cOfKj4kOkpy+ytbXVmHdPUaNIie6cOXPYpEkTlW71jImJoZmZGVNSUpiamspDhw5x9OjRrFy5Mu3s7DhjxgyeP39e5aPDqKgoGhoaslq1apRIJBkdPCEhISO1y/Tp0+nq6kpbW1tKpVLWqlWL3bp146RJk7hmzRqGh4eLUUgh5vz582zYsCHbtGnzSfP8t2/fzkiJM3bs2I/K1iyXy7lq1SqamJhwxowZYpH0EygyonvgwAFWqFCBd+7cUelzk5OTaWdnx6+++oqmpqasV68evb291b6f/s8//2TJkiUJgLq6uqxTpw4tLCwolUpZu3Zt9urViz/88AM3bNjACxcuFKsoTcWJlJQU+vn50cjIiAsXLszXdNX7KXEmTJjw0Vvb01PSN2zYkOfPn/+oZwjeUSRE9969e6xYsSL37t2rkuclJSVx+/btHDx4MMuXL8+aNWvSzs5OLV4FT5484ZEjR7h8+XKOHTuW7du3Z5UqVQiAEomEAAiAn3/+OS9dulRk9u8L8seVK1fYsmVLNm7cmFFRUTmWjYmJ4aBBg2hkZMTp06d/tEdEamoqFy1aRCMjI/r5+QkvFRWRk+gWjM0RsbFAcDAQEQHExQEGBoCDAzBkCGBigpSUFPTp0wcjR45Eu3btPrqa169fY/fu3QgNDcWuXbvg4OAAV1dX/PTTTyhXrhyqVasGfX39j3o2STx48CBj00D6z+joaCQnJ8PW1jZjA0H79u1ha2sLIyMjBAQEYM6cOYiPj0dMTAysra0VTYJYBCMYEYhAHOJgAAM4wAFDMAQmMPnoNhAUXCwtLXHw4EH89ttvaNWqFcaMGYNJkyahZMmSGWUiIyPh4+ODAwcOYMyYMbh27RqSyyVjFVblu69ER0dj6NChKFGiBE6cOAErKytNvE1BdmpMTYx0w8JIZ2dSKlUcwLtDJlOcc3bmogED2KFDh49yZ4qLi+P69evp4uLCsmXLsm3btgwMDMySmZRkRr6rnEhP7bJjxw76+/vT3d2dTZo0oYGBAU1MTPjFF19w5MiR/OWXX7h//37eu3cv17nghIQE/vDDD6xSpQrDGEZnOlP69oX3XjLKKKWUznRmGMPy3RaCwsOdO3fYqVMn2tvbMywsjKdPn2aPHj1YoUIFzps3T5F1+CP7SnJyMr29vWlsbMzAwEDhJqgGUCCnFwICSH19UiLJLLYfHhIJ3+jpMT4fEcGePn3K1atXs0uXLixTpgw7d+7MoKCgXL+CHTt2jNbW1pTL5UxJSeGlS5e4efNm+vj4cMCAAWzQoAH19fVZpUoVtmvXjmPHjuXy5ct55MiRPAfayYkABlCf+pRQkukD9OFLQgn1qc8ABnxynYKCi1wu58yZM1myZEmWLl2afn5+GYHYP7avhIeH08HBgZ06dVL52ojgHQVPdNMFNyex/fDQ11fclw0PHz7ksmXL2K5dO5YtW5bOzs5cv359rpkbEhMTeeHCBW7YsIEzZsxgmTJlMra9WlhYsEuXLpw4cSJXr17Nf//9l3FxcapuDZLvPkQ5fYA+fAnhLbocOnSIbdq0obm5OefNm8devXqxVq1aPHjw4Mf1Fbk+24W2o6mpKX///Xfhp61mCpbohoUpFdwlABsCLAnQLSfhDQ/PeNTdu3f5yy+/8IsvvqCBgQH79u3LjRs3Kk2Ql57aZc2aNZw8eTK7detGS0tLSqVS2tra0tXVldOnT2e/fv3YvXt3jYblC2NY9h+iP0HYgNAHURPEkazCG87w3CsRFHjkcjn37NnDFi1a0MLCgqtWrcq0qLp161aadDKhXpJe1n5yE0RHEOVAVADxDYiUzGV0k3S55+keLb7D4kNOoitRXFeOo6MjT58+rdpJZBcXYMsWhYy+x98AdADsAZAIIFjZvRIJXrdvj8C2bREaGoorV66ga9eucHV1Rbt27SCVSvH8+fNMC1npPx8/fgxra+tMC1p2dnaoVasWSpQokVHFw4cPYWtri//++w+lS5dW7XvPBhe4YAu2gPjg/2IfgKEAQgA0AvDg7fnK74pIIIEznBGKUI3YKlA9JLFjxw54e3sjPj4e06ZNQ58+faCnl3Wdu0tyF+zQ26H4sLxPJwCmAJYBeAGgHYBhAMa8KyL6iuaQSCRnSDoqvaZR0Y2NBczNgaSkbItMB3AX2YgugDc6Opjcrx8ad+kCIyMjXLlyJZOnQEJCQoagvi+u5ubm0NXVzZOZ3bt3R/fu3eHu7p7fd5hvYhELc5gjCUrapBkAj7dHDkghxR3cEV4NhQy5XI7Nmzdj9uzZkMvlmD59OlxdXaGj86GiKsixr9gCWACF+ALABAAvASzPXEz0Fc2Qk+hq1mUsOPiTH6Gjo4MyoaH4dvfuTMLavXt32NraonLlypBIJJ9Uh7u7O+bPn68R0Q3O7s9LGoDTALoBqAUgCUAPAPMByDIXlUCCYARjAiaozU6B6khLS0NISAh8fHygr6+PWbNmoUuXLtmKbTrZ9hUAGAdgA4BWAJ4D2AXAO2sx0Ve0j2ZFNyIix1FuXiiRmoopzs746a+/VGRUVjp16oQRI0bg0qVLsLGxUVs9ABCBCOUjl0cAUgBsAnAUQAkA3QHMBuCTuWgiEhGJSLXaKfh0UlJSsH79evj6+sLExAQLFizAV199ledBQrZ9BQBaAvgNQFko/mC7QfFH+gNEX9E+Of9pVTVxcSp5jCwxUSXPyY4SJUpg0KBBWL16tVrrAYA4ZNMm6aPZ0QAqAjAG8D2AncqLP8dzldsmUA1v3rzB8uXLYWVlhbVr12L58uU4duwYOnTokK9vZdn2FTmADgBcALwG8ASK0e4k5cVFX9EumhVdAwPVPMfQUDXPyQF3d3esXbsWKSkpaq3HANm0iSGAKgDe/0zm8Pk0hPrbRJA/EhMTsWTJEtSqVQtbtmzB77//jgMHDuDLL7/8qCmwbPvKMwB3AHwLoBQAIwBDkO0faNFXtItmRdfBAZBKlV5KhWLaMu3tkfT2XBZkMsDeXl0WZmBjYwMLCwvs3JlNz1URDnCAFMrbBEMALAEQC8XIZSGALlmLySCDPdTfJoK88erVK/j7+6NmzZr4559/8Pfff2PXrl34/PPPP+m52fYVYwA1AARC8aF5AWANAIesRUVfKQBk50tGdfjpPnqUdbvv22Pm26Av7x8zlfnqSqWkhlKVr1q1it26dVNrHY/4KMsWzoxXMghPEAZvfS9Hg0jMWk5KKWNZdNK3F1ZevHiRkRKnV69eKo/W9YiPKJVn01fOgfjirZ+uEYheIB6KvqItUKA2Rzg75771N4ctwXRxUb1N2RAfH89y5crx/v37aq3Hmc65bufM7iVJk/Dzh5+r1T5BzryfEmfgwIFqCQmaHlC/3IFyRNrH9BQQaWC3FPUOIgQKchJdzU4vAMCUKYopgo9BJlPcryFKly4NFxcXrFu3Tq31TMEUyD70A8sjJVkS14dex5AhQ/Ds2TMVWybIidjYWEyePBmWlpa4e/cuTp06hXXr1sHW1vaTn339+nW4uLigbt26MDExga6uLpo1a4aRz0dCX/JxkfCQBOxquUsjC8SCHMhOjVnIYi+oi+PHj9PKykrte9U/JfbCy5cvOXr0aFasWJGbNm1Sq50CRWzn9JQ4np6evHXrlsrruHnzJvX09DJNt7m5uZH8+L6yNG0pR48eTR0dHTZs2JCxGpqmK46gQE0vpJOPKGPaElxSsR/e2tqax44dU3tdnxplLD1KmouLi9qnRIojt2/f5qhRo2hoaMhx48apLakkST5+/JiVK1fOEFxjY+OMCGPkp/WVS5cusXr16tTT06O/v7/a3kNxpmCKLqkIXuPiolgck8kyi216PF0Xl0xBbrSBn58fhwwZopG6whlOF7pQSilllGX6AKXHSHWhS7ZBbhITEzl16lSamJhw9erVIpqUCrh27Ro9PDxoaGjIiRMnfnRKnLyyYMEC6unpsVq1aqxVqxZ1dXUZEhKSpdyn9pUffviBurq6tLa2VstovThTcEU3ndhY0s+P/PprsksXxU8/P415KeTGgwcPWK5cOb58+VJjdcYyln7049f8ml3YhV/za/rRL88rz+fOnWP9+vXZrl27j8oIK1CkxPn6669pZGTEGTNmfHRKnLxy+/Zt2tjYUFdXlzNmzCBJRkdHc9SoUTn+8fyUvnLnzh3a2dlRR0eHU6dOVdl7Ke4UfNEtBHTv3p0rV67Uthn5Ijk5mXPmzKGRkREXL16cr4SHxZmIiAj27t2bJiYmnD17Np8/f672OqdPn05dXV3a2dnx9u3baq/vQxYuXMgSJUqwatWqueZnE+SOEF0VsHXrVjZr1kzbZnwUly5dYvPmzdmsWTO1ZzguzKSnxDEzM6Ofn59GUttHR0ezWrVqLFGiBBcuXKj2+nLi8ePHdHJyokQioaenp0jj8wkI0VUBKSkpNDMzK7SilZaWxqVLl9LIyIizZ88WGYff48SJE+zYsSMrV67MxYsXaySAfVpaGkeNGkUdHR06OTmpJN2TqlizZg2lUilNTU156tQpbZtTKBGiqyImTpzICRMmaNuMT+LWrVvs0KED69aty9OnT2vbHK0hl8t58OBBtm7dmubm5ly2bBmTkpI0UvepU6doampKqVTK4OBgjdSZX+Lj49m6dWtKJBL269dPpGbPJ0J0VcSlS5dYoUKFQj9KlMvlXLt2LU1NTTlp0iSNpibSNukpcZo3b85atWoxKChIY/+fKSkp7N+/PyUSCVu3bq2R6YtPZevWrSxdujQNDAy4d+9ebZtTaBCiq0KaN2/OLVu2aNsMlfDw4UP27t2blpaWPHz4sLbNUStyuZzbtm1jo0aNaGdnx/Xr12t09LZ3714aGBiwdOnSha7/vHnzhj169KBEImHHjh2ZmJiobZMKPEJ0VUhQUBC7du2qbTNUyubNm1mpUiV6enqqLduxtkhLS+PGjRtZt25d1q1blxs3btToAlFiYiI7d+5MiUTCHj168M2bNxqrW9UcPHiQhoaG1NfXV+o3LHiHEF0VoqkgOJrm2bNn9PDwYNWqVbljxw5tm/PJpKamcv369bSzs6OTkxO3bdum8Y0iGzdupL6+Pg0NDXnw4EGN1q0u0tLSOHjwYEokEjZv3rzI/ZFWFUJ0VYyHhwfnzp2rbTPUwr59+1ijRg0OHDiwQK2o55Xk5GQGBQXR0tKSzZs35549ezQutnFxcWzRogUlEgkHDx5cJF2vzpw5QzMzM5YsWZLLly/XtjkFDiG6KubEiRMaCYKjLV69esVx48bRzMyMISEhheJ9JiUlcdmyZaxevTpbt27NgwcPasXuFStWsFSpUjQzM+OZM2c0Xr8mSUtL43fffUcdHR3Wq1dP7dujCxNCdFWMXC6njY0Njx49qm1T1MqJEydoZ2fH7t27qzW4y6eQkJDAxYsXs3LlyuzYsSOPHz+uFTsePXrE+vXrU0dHh999912RHN1mx5UrV1izZk3q6ekV2W+A+SUn0dV8PN0igEQigYeHB1atWqVtU9RK06ZNcfbsWTg4OKBu3bpYuXKl4i91AeDVq1eYP38+atasiYMHD2LLli3YuXMnmjVrpnFb5s+fj8qVKyMuLg6XLl3Czz//nGs69aKEpaUlrl+/jhkzZmDatGmwsrLCzZs3tW1WwSU7NaYY6ebIw4cPaWBgoNEgONrkwoULdHR0ZOvWrXn9+nWt2fHixQvOnj2bJiYm7N27Ny9cuKA1W27dukUrKyvq6upy1qxZWrOjIHHv3j3WqVOHOjo6nDhxorbN0RoQI13VU6FCBXz55ZcICQnRtikawcHBASdPnkSHDh3QqFEjLFy4EGlpaRqr/9mzZ/jhhx9gYWGBy5cv48iRIwgJCYGDg5LsixpgypQpqFmzJkqWLIk7d+7ghx9+0IodBY1KlSohMjISixcvxsKFC1G1alVERkZq26yCRXZqTDHSzZVt27axadOm2jZD41y5coUtW7Zk48aN1R6R6tGjR5w0aRLLly/PoUOH8tq1a2qtLzciIyNZpUoVlihRgkuWLNGqLQWdp0+fskmTJpRIJBw2bFixmueGWEhTDykpKaxYsWKhDYLzKaSlpTEwMJBGRkacNWuWyp3+7927x3HjxtHQ0JCjRo3SSrjD90lLS+OIESMokUjYpEkTPn36VKv2FCbWrVtHqVRKY2NjrS10apqcRFdML3wCenp6GDRoEIKCgrRtisbR0dHByJEjce7cOYSFhcHR0RHh4eGf/Nzbt29j1KhRqFOnDiQSCaKiorB06VJUq1ZNBVZ/HCdPnoSZmRnWrFmDtWvX4uTJkyhfvrzW7ClsDBw4EE+fPkX9+vXRvHlz9O7dG6mpqdo2S3tkp8YUI908cfny5SIRBOdTkMvlXL9+PStUqEAvL69MubzySnpKnPLly3PSpEl89OiRGizNHykpKezTpw8lEgnbtWv3Ue9LkJkdO3awTJkyLFu2LHfu3Kltc9QGxEhXfVhZWcHKygo7duzQtilaQyKRoH///oiMjMTdu3fh4OCAQ4cO5enemJgYfP3112jcuDEqV66Mq1evYu7cuTA1NVWv0bmwe/duGBkZYefOndi+fTv27t0Lff2PTH0uyKBTp0549uwZ2rVrh86dO6NDhw5ISEjQtlmaJTs1phjp5pnVq1ezS5cu2jajwLB161ZWrlyZw4cP54sXL5SWuXDhAnv16kUTExP6+PhkW07TJCYmskOHDpRIJHR1dRVxZNXI0aNHWb58ecpkMv7xxx/aNkelQCykqZdXr16xXLlyBXbXljZ48eIFhw0bxipVqnD79u0Z58PDw9m9e3eamZlx/vz5BSqm7IYNGyiTyVi+fPkiv9uwoJCWlkYPDw9KJBI2a9ZMI/noNIEQXQ0wdOhQzpkzR9tmFDj++ecf1qxZk+3atWPr1q1ZpUoV/vLLLwUqcPrz58/ZrFkzSiQSenh4FCvXpoLChQsXWKlSJZYsWZIBAQHaNueTEaKrAU6ePElLS8tCERxGU8jlch44cIBffPEFy5Yty7Jly3LNmjUFqo0CAwNZsmRJVqpUSau72wQKvLy8qKOjQwcHh0IdPjUn0RULaSqicePG0NPTw7Fjx7RtitYhiT179qBFixYYMWIEBg8ejCdPnmDfvn2YP38+unXrhrt372rVxocPH6Ju3br45ptvMGbMGNy7d09ru9sE75g/fz6uXLmChIQEVK1aFT4+Pto2SfVkp8YUI9184+/vTzc3N22boTXkcjm3bt1KJycn2tnZ8Y8//mBqamqmMm/evOGPP/5IY2NjLl++XCtf5X18fKirq0sLCwut73ATZI+vr2+h/X+CmF7QDI8ePaKBgUGxi6b/fkqcevXqcdOmTbmKaWRkJBs1asRWrVrx6tWrJBVTNOoMiH3t2jVaWFhQV1eXPj4+aqtHoDoePHhABwcH6ujo0MvLi6Tic+bo6FigFmE/RIiuBnF2duZvv/2mbTM0QkpKCn///Xfa2tqyUaNG3L59e77ma1NTU7lgwQIaGRnRx8eHpqamLFWqVIYIK+MRH3Ee53EAB7ALu3AAB3Ae5zGWsTnWVVTmCosrAQEBGXPvNWvWJAC2b98+2/KPHpHz5pEDBpBduih+zptHxubcTVSGEF0Nsn37djZp0kTbZqiV5ORkrlq1irVq1VJJSpxr166xUqVKlEgk1NHRYevWrbOUCWMYnelM6dsX3nvJKKOUUjrTmWEMy3Tf+fPni9SqeHHm+fPnGYKbfpw9ezZTmbAw0tmZlEoVB/DukMkU55ydFeXUiRBdDZIeBOfixYvaNkXlJCUlMTAwkObm5mzTpg0PHTqkkueePHmSurq6GR+kEiVKcOvWrRnXAxhAfepTQkkmsf3wJaGE+tRnAAOKrP9ncebly5eZ+gkAGhsbZ1wPCCD19UmJJLPYfnhIJIpy6vwbLERXw0yePJnjx4/Xthkq4/Xr11y0aBErV67MTp068cSJEyp9/q5du9igQQNWqFCBenp6BMCyZcuSfCe4OYnthy9pqpT64/Upk8m4YcMGldoq0B43b96koaFhRh9JP1auXJkhuDmJ7YeHOoVXiK6GuXLlCk1NTVUe7lDTxMfH08/Pj2ZmZnR2dubp06fVXqdcLuejR494+fJlhjGMJZaUIBqCKAnC7QN53Q/CGoQMRCsQt95d00nU4dFEsausKPPw4UP++eefPHEiJRfBvUKgFIEBSoU3PFz1tuUkusJPVw1YWlrCxsam0AbBiYuLw+zZs1GzZk2cOXMGe/fuxd9//42GDRuqvW6JRAJTU1NYWVlhDuYgpVIKMB2A+wcFnwBwAeAN4BkARwB93l2mlFgoXah2ewXao0KFCujbty/mz9dDYmJOJb8B4KT0SmIiMGeOOqzLHiG6asLd3b3QJa58+vQpZsyYAQsLC1y9ehVHjx7Fhg0bYG9vr3FbYhGLXdilENYeAIw+KPA3gNoAegGQAvgRwAUAlxSXCWInduIxHmvIYoE2iI0Fdu1SjFuVswFAOQBtlF4lgZ07gcca7CZCdNVEz549ceLECdy7d0/bpuRKbGwsJk2aBCsrKzx8+BD//vsv1qxZA2tra63ZFIzgnAtcBFD3vd8/A2Dx9vxbJJDk/hxBoSY4OKerLwH8AODnHJ8hkeT2HNUiRFdNfPbZZ+jZsyfWrl2rbVOy5d69exg3bhxsbGzw+vVrnDt3DitWrICFhYW2TUMEIpCEpOwLvAJg8ME5AwDx735NRCIiIZIiFgVevnyJGzduZDkfEQEkZdtNZgDwAFAlx2cnJgKazJ0pRFeNeHh4ICgoSLFiWYC4ffs2PD09YW9vD11dXURFReHXX3/VakqcD4lDXM4FSkMxkHmflwDKZD71HM9VaJVAW6xfvx4WFhYwNzfHpEmTcPr0aZBEXLbd5DyA/QC+y9Pzn2uwmwjRVSONGjVCyZIlcfToUW2bAgC4du0aPDw80KBBA5QrVw6XL1/GggULUKlSJW2blgWDLMPYD6gNxRxuOq8BXH97/j0MYahawwQaJyUlBXp6epDJZLhz5w7mz58PJycnWFtbwyDbbnIIwC0A1QCYAfAHEAqggdLShhrsJnqaq6r4IZFI4OHhgVWrVqFly5ZasyMmJgY+Pj7YvXs3vv32W1y9erXAJ1Z0gANCEYqk1CQgFUDa2yMJil7rDGACFJ+jzgB+AuAAwObdM2SQwR6aXwQUfByJiYm4cuUKoqOjER0djZiYGERHR+PGjRswMzPDmzdvAAAlSpSAhYUFtmzZgi1bgNBQZVMMwwH0fe93fyhEODBLvTIZoMm1YklOX30dHR15+vRpzVlTBImNjYWVlRXu3LmDsmXLarTuCxcuwMfHB4cPH8a4ceMwatQoGGQ/NChQxCIW1VgNb2a9AWZ9cHEmFN4K+wF8C+A2gMYAggFUf1dMCinu4A5MYKIBiwV5JT4+PkNQ3/959+5dWFhYwM7ODra2trCzs4OdnR2srKxQqlQpyGQy6OjoYOLEiZgxYwZ0dXURGwuYm+c0r5vOjwCuAfg9yxWpFLhzBzBRYTeRSCRnSDoquyZGumrG1NQUbdq0wYYNGzB8+HCN1Hn69Gl4e3sjPDwc48ePx+rVq/HZZ59ppG5VQBKHNx1WeCT8AMXnRRltkeEi9iESSNAJnYTgapGnT59mEdbo6Gg8e/YM1tbWGeLq7u4OW1tbWFhYoESJEtk+b/r06WjTpg2aNm2acc7UFOjYEdiyJSe3MSC7TiSRAJ06qVZwc0OMdDXAjh074O3tjVOnTqm1nuPHj2P27NmIiorCpEmT4OHhAZlMptY6Vc2DBw8watQoXL58GeM3jMcYhzFIQP6zxepDH4dxGI5QOtgQqAiSePDggdKRa1JSUqYRa/q/zc3NoaOjuuWk8HCgVSvgY5IK6+sDhw8DjiruJmKkq2W++uorDB8+HBcvXkTt2rVzvyEfkMTBgwcxe/Zs3Lx5E1OmTMGWLVtQqlQpldajbkhi9erVmDx5MkaOHIkNGzagVKlSSEYyvOCVL+HVhz784S8EV4XI5XLcuXNH6ci1ZMmSGYJqa2sLFxcX2NraolKlSpBIJGq3zckJ8PcHvLzyJ7z6+or7VC24uSFEVwPo6enBzc0NQUFBWLBggUqeSSpS4nh7e+PJkyeYOnUq+vfvn+PXs4LKjRs3MHz4cLx48QL79u1D3brvdj14whMA4AUvJCIRRPbfzCSQQAYZ/OGfcZ8gf6SmpuL69etZhPXSpUswNDTMENZGjRrBzc0Ntra2MNHkd/Ns8Hz73+3lpfC7zWmqQSJRLJ75+7+7T6NkF5SBIuCNSrl69apKguDI5XJu2bKFjo6OrF27ttKUOIWF1NRULly4kEZGRvTz82NKSkq2ZcMZThe6UEopZZQpjafrQheGUw3RS4ogSUlJjIiI4IYNGzhz5kz26tWLtWvXplQqZc2aNdm5c2dOmDCBQUFBPHXqFF+8eKFtk/NEeDjp4qKImyuTKY+n6+KiniA374McAt6IOV0N0qpVK4wZMwYuLi75vlculyM0NBSzZ8+Grq4upk+fjh49eqh0bkyTREdHw8PDAyVLlsSKFStgZWWVp/se4zGCEYxIROI5nsMQhrCHPQZjsFg0U8KrV69w6dKlLNMCd+7cQY0aNZR6Cujr62vb7E/m8WPF1t7ISMXGB0NDhVvY4MGaWTTLaU5XiK4GWbt2LUJCQvIVfSw1NRUbNmyAr68vypYtixkzZqBTp04amStTB8nJyZg3bx5++eUXeHt7Y/jw4YX2D0dB4vnz50rnWx8/fgwrK6ssC1q1atVCyZIltW12kUUspBUQevbsiXHjxuHevXuoXLlyjmWTk5Px+++/w9fXF5UqVcLixYvRtm3bQiu2gMKVzcPDA1WqVMHZs2dRtWpVbZtUqCCJR48eKfUUePXqVSZh/fLLL2FnZ4fq1atDV1dX26YL3kOIrgbR19dHr169sGbNGkydOlVpmaSkJKxevRrz5s2DpaUlgoKCtLqbTRUkJCTgxx9/xJo1a/Dzzz+jf//+hfqPh7ohif/++0/pyFUikWQasXbr1g22traoUqWKaNNCghBdDePh4YH+/ftj8uTJmb5WJyQk4LfffsP8+fNRv359bNiwAU2aNNGiparh8OHDGDp0KBwdHREZGQlTU1Ntm1RgSEtLw40bN5R6CpQpUyZDWBs0aIABAwbAzs4OJiYmQlwLOUJ0NYyTkxOkUimOHj2KL774AvHx8QgMDMTPP/+MZs2aYfv27WjQQHlQjsLEy5cvMWnSJGzfvh0BAQHo1q2btk3SGsnJybh69WqWmAJXr16FmZlZxrRAy5YtMXLkSNja2qJcuXLaNlugJoToapj0IDiBgYE4cuQIlixZgjZt2mD//v2oU6eOts1TCTt27ICnpyc6dOiAqKioYiMgCQkJSj0Fbt26BXNz84yRa5cuXTBhwgTY2NgUqu3ZAtUgRFfDPH36FP/99x/++usv9O3bF0ePHtVqhgZV8uTJE4wbNw4nT55EcHAwWrdurW2T1MKLFy8QExOTZVrg4cOHsLS0zBi59u/fH7a2trC0tCx0OwQF6kOIroZ49OgRFixYgFWrVsHV1RXt27fHF198USQElyRCQkIwbtw4DBgwABEREUViBPf48eMsUwIxMTGIi4uDjY1NxoLW8OHDYWdnhxo1akBPT3ykBDkjeoiauXfvHvz8/LBu3ToMGDAA58+fR9WqVbFz507MmjULI0aM0LaJn8S9e/fg6emJGzduYOvWrWjcuLG2TcoXJHHv3j2lngJpaWmZPAU6deoEW1tbVK1aVfgWCz4aIbpq4tatW5g3bx5CQkLg7u6OixcvomLFihnX04PgREVFFcq5XJJYuXIlpk6dim+++QabNm0q0M72aWlpuHXrllIfV319/QxhdXBwQJ8+fWBnZ4cKFSoITwGByhGiq2KuXbsGX19fbN26FSNGjMDly5eVBgTR1dXNCILz8885ZystaFy/fh3Dhg3Dq1evcODAAa2kaM+OlJQUXLt2LZOwRkdH48qVKzAxMcmYb23WrBmGDh0KW1vbAp9FQ1C0ENuAVUR0dDR8fX2xZ88efPvttxg9enSuH+br16+jadOmuHv3boEeJaaTlpaGxYsXw9fXF1OmTMG4ceO0ttspMTERly9fzjJqvXHjBqpWrZolpoCNjQ1Kly6tFVsFxQ+xDViNnD9/Hj4+Pjhy5AjGjRuHgICAPKflsbCwQO3atbF9+3a4urqq2dJPIyoqCh4eHtDX18epU6dQq1YtjdT78uXLDDes9wX2/v37sLCwyBDW3r17w9bWFlZWVpBKpRqxTSD4GITofiTh4eHw9vbG6dOn4eXlheDg4I9asXd3d8/waCiIJCcnw9fXF0uXLoWPjw+GDh2qlkWkJ0+eKJ1vfT+1i52dHdzd3WFnZ4eaNWsWytjBAoEQ3Xxy7NgxzJ49G9HR0Zg0aRJCQkI+KSWOq6srxo4di7t376JKlSoqtPTTCQsLg7u7O2rUqIFz5859sn18m9pFmadAcnJypuwD7du3h62trcpTuwgE2kaIbh7g25Q43t7euH37NqZMmYJt27apZB5WX18fvXv3xpo1azBt2jQVWPvpJCQkYMaMGVi/fj0WLVqEPn365GsVXy6X4/bt21mENTo6GqVKlco03+rq6go7OztUrFhReAoIigVCdHOAJHbv3o3Zs2fjyZMnmDZtGvr166fyr7UeHh7o27cvpkyZovVR3cGDBzF06FA0adIEUVFRMDY2zrZsemqXD4X18uXLKF++fIawNm7cGIMHD4atrW2OzxMIigNCdJUgl8uxfft2zJ49G4mJiZg+fTp69eqltpV6R0dH6Ovr48iRI2jVqpVa6siNuLg4TJgwAbt27UJgYCC6dOmScS0pKQlXrlzJJKwxMTG4fv06KleunCGubdu2xZgxY2BjY5PnxUSBoLghRPc90tLSEBoaCh8fH+jq6mLGjBno3r272kef6UFwVq1apRXR3bZtG0aNGoWvvvoKa9euxX///YfJkydniOzdu3czpXZJz/ZqbW1d6FK8CwTaRvjpQvE1+c8//4Svry8MDAy0khLnyZMnqFWrFm7fvg0DAwO11vXs2TPExMTg1KlT+O233/Dff/+hTJkyiI+Ph7W1daYFLTs7O9SqVUt4CggE+UD46WZDcnIy1q1bhzlz5qBy5coZYRa1saBjbGyMdu3a4c8//8SIESMQHx//SV/R01O7KPMUeP36NUxNTXH//n00atQIPj4+aNCgAczNzUVqF4FAzRRL0U1KSkJQUBDmzZsHa2vrApMSp1u3bpg8eTJ+/PFHGBsbIyoqKtd75HI5/vvvP6WeArq6upkCtvTo0QMGBgb46aefcOfOHRw5cgROTk4aeGcCgSCdYiW6CQkJWL58Ofz9/dGgQQOEhIQUmJQ4bm5uCAkJwZs3bwAgi09samoqbt68mUVYL126BAMDgwxhbdiwIQYOHJiR2iUduVyO3377DTNmzMCYMWPw999/F4qtxwJBUaNYiG58fDwCAgKwcOFCfP755/jf//6H+vXra9usTLRu3RobN27M+F0ikWDWrFkZInv16lVUrFgxY561VatWGDVqFGxtbXOdA7569SqGDRuGpKQkHDp0CLVr11b32xEIBNlQpEX3xYsX+OWXX7BkyRK0a9cO//zzT4ERnNevX+PSpUuZpgUMDQ2RmJgIQLHYlZycnDHlYG1tDX19/XzVkZqaioULF2LevHmYPn06Ro8eLeZsBQItUyRF98mTJ1i0aBGWLVuGrl274vjx47CystKKLempXT5c0Hr48CGsrKwypgUGDBiA2bNnIzY2Fm3btkWbNm3g4+Pz0fVeuHABHh4eKFeuHMLCwlCzZk0VviuBQPCxFAzRjY0FgoOBiAggLg4wMAAcHIAhQwAlsWiz4+HDhxkpcXr16oXw8HDUqFFDfXa/hWRGapcPBTY+Ph62trYZ0wIjR47MSO2ibNRZu3Zt/Pvvv9CrpAc/+CECEYhDHAxgAAc4YAiGwATZt8mbN28we/ZsLFu2DHPnzoW7u7vYXisQFCC066cbHg7MmQPs2qX4PSnp3TWZDCCBjh2BKVOAHFbZ7969i/nz52PdunUYOHAgJkyYgKpVq6rcXJK4e/euUk8Bkpk8BdL/XaVKlXyJXjjCMQdzsAuKNknCuzaRQQaC6IiOmIIpcELmNjl58iQ8PDxgZWWFgIAAVKpUSTVvXCAQ5Iuc/HRBMtujYcOGVBsBAaS+PimRkAp5VX5IJIpyAQFZHnHjxg2OGDGChoaGHD9+PB88eKAS01JTU3nt2jVu27aN8+bNo5ubG52cnFimTBmamZmxdevW/Pbbb7l06VIePHiQDx8+pFwu/+R6AxhAfepTQgmRw0tCCfWpzwAq2uTVq1ccO3YszczMGBISohJbBALBxwPgNLPRVe1MLwQGAl5eQEJC7mVJRTkvL8Xvnp64evUqfH19sW3bNowcOTLblDi5kZycnCW1S0xMDK5cuQJTU9OMUWuLFi0wfPhw2NrawtDQMN/15IVABMILXkhA7m1CEAlIgBe8cPXKVWzpsAXNmzdHVFQUjIyM1GKfQCBQDZqfXggPB1q1yiS4bwCMArAfwDMAFgDmAOj4wa1ymQw/tGyJ5WfOYPTo0Rg9enSeRPD91C7vC+ytW7dQrVq1LNtera2tNZraJRzhaIVWWQU3BsA3AM4AMAEwH4Bz5iIlUkpgfth8jP18rEZsFQgEuVOwtgHPmQO8dYtKJxVAVQCHAVQDsBNAbwCRAKq/V06SlIRB9+5h4vXrSrfIvnz5UqmnwP3791GrVq0MYe3Tp09GapdSpUqp6Y3mnTmYg0RkbhOkAugOYCSAfVA0TlcA5wC854iRWiIVRz4/grEQoisQFAY0O9KNjQXMzTMvmGWDA4CZALIksZFK8fTcOVyMjc0isC9evICNjU2mhSxbW1vUrFkTenoFw1HjQ2IRC3OYZ1owAwBEAWgCIB5A+jpcewCNAXhnLiqFFHdwJ0evBoFAoDkKzkg3ODhPxR4BuAJA2TaGlNRULKpfHwcaNMgQ1w4dOsDOzg5Vq1bVehDw/BKM4LwXJhRi/AESSBCMYEzABFWZJRAI1IRmRTciItdRbgqAAQDcANgouV4iNRU/9e0L73Xr1GCg5olARNZRLgBYAzCFYh73OwAHoZhi+DJr0UQkIhKR6jRTIBCoCM0OC+PicrwsB/A1gJIAfs2hnOTFC9XZpGXikE2blACwBcAOAGYAFkAx0Z1NbsjneK4G6wQCgarR7Eg3h8AsBOABxdTCTig0J1vU5LalDQyQQ7AaByhGt+k0g+IrgBIMUXTaRCAoymh2pOvgAEilSi95QuEhtR1AjglgZDLA3l71tmkJBzhACuVtgggASQASAPgDeABgcNZiMshgj6LTJgJBUUazojt4sNLTtwEsB3Aeim/Spd8e65UVJrN9TmFksDIVTWcdgIpQzO3+A4XrmBIPN4I5P0cgEBQYNCu6pqaKWAofxCIwh2J6IQnAq/eOAR/eL5EAnTrlKwhOQccUpuiIjpBASXyG+QCeQ9EYuwDUylpEAgk6oZNwFxMICgma96+aMkUxRfAxyGSK+4sYUzAFspwnVbJFBhmmoOi1iUBQVNG86Do5Af7+QD4DckNfX3Gfo/LAPYUZJzjBH/7QR/7aRB/68Ic/HFH02kQgKKpoZ5uWp6fip5eXYktwDrviIJEoRrj+/u/uK4J4QvHevOCFRCSCyL5NJJBABhn84Z9xn0AgKBxob/uWpydw+DDg7KzwaPhwykEmU5x3dlaUK8KCm44nPHEYh+EMZ0ghzTLlIIMMUkjhDGccxmEhuAJBIUS7QczTefxYsUU4MhJ4/lzhh2tvr/BSKEKLZvnhMR4jGMGIRCSe4zkMYQh72GMwBotFM4GggJNT7IWCIboCgUBQhMhJdAtXdBiBQCAo5AjRFQgEAg0iRFcgEAg0iBBdgUAg0CBCdAUCgUCDCNEVCAQCDSJEVyAQCDSIEF2BQCDQIDlujpBIJI+hCHcrEAgEgrxjTlLp1tEcRVcgEAgEqkVMLwgEAoEGEaIrEAgEGkSIrkAgEGgQIboCgUCgQYToCgQCgQb5P4avwbgaZ0leAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "visualization.genome_graph(parent1)\n", "visualization.genome_table(parent1)" @@ -199,31 +141,9 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+-------+-------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 20 | 21 | 22 | 23 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 | 1->5 | 5->4 | 0->6 | 6->4 | 5->7 | 7->4 | 6->8 | 8->4 | 0->9 | 9->3 | 1->7 | 2->8 | 7->10 | 10->4 | 6->11 | 11->8 |\n", - "| DIS | DIS | | DIS | | | | DIS | | DIS | | DIS | DIS | | | | | | | | | |\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+-------+-------+\n" - ] - }, - { - "data": { - "image/png": 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MyFb5qKgoVqxYkVu3bs2NmQIZcPbsWerr61NDQ4PFihVjnz590pUJZCCd6ETx9xdSvbSoRTHFdKITAxmognegGoQ+SU9gIOnkRIrF0gP4/6GlJT3n5CQtp0iQyTbgAiG6JDl+/HhOmzYtx/d9/PiRVlZW3LFjR6blJBIJu3btyqFDh+bWRIEMuH//PjU1NQmAAFi8eHFeu3Yt5fparqU2tSmiKI2w/PgSUURtanMt16rw3SgHoU/Ss3Ytqa1NikRpxfbHQySSllurwC4pFKIbGhrKUqVKMSEhIcf33r59m4aGhrx7926GZZYuXcqaNWsWmkA2ymTHjh3U19dnkSJFKBaLCYDGxsYk/y8umQnLj6+CLjJCn6QnWXAzE9sfD0UKb6EQXZKsW7cu//rrr1zdu3nzZlauXJmfP39Od+2ff/6hsbEx//vvvzxaKJAZCQkJfPr0Kc+ePcsdO3YwkIHpxeWnH44iIEbKFpkgBqn6LckdmX1CEP+BaAeiBAgTECNAJBSSPgnMSHBdCJgS0CFgTWCjTOENUkCXFBrRXb9+PZ2dnXN9v7u7O3v27EmJRJJyLiIighYWFrkWc4Hc40SnzB+fv3wX3vOyH6udmfu/BXUlwz5pB8IVRAyI1yCqglhRSPrEKaMphVACsd//HU7AhMD1dFMNeZCMDCk0ohsVFUU9PT1GRETk6v7o6Gg6ODhw5cqVJMnExES2aNGCv/76qzzNFMgGEYxItziU7hUAwhKERPZ1McWMZKSq34rcyLRPKoM4kup3TxBDCkGfRKRfMJN93Ps+6t2d7ppYTEbKuUsyE91876ebGl1dXXTu3DlbQXBkoaWlhf3792PevHm4cuUKZs6cCZFIhDlz5sjZUoGsCEBA1oW2AOgPIANXaRFE2asnn5DpexkLYBeAaAAvARwD0DZ9sQLXJwFZlRgOQBtAZQBmANqnKyESZace+VGgRBfIWRAcWZQvXx6bNm2Co6MjtmzZgt9//x0aGhpytlIgK4IRjFjEZlzgKYDzADLJiBSDGIQgRN6mqYxM+6QJgLsAdAFYAKgFoEv6Yvm1TyQSCeLi4tKdDw4GYjP5MwHWAvgC4CIAZwDp/fFjYoAQJXZJgRPdxo0bIz4+Pk+BVezs7BAdHQ0zMzMYGBjI0TqB7BKFqMwLbAPQCEAW8eI/4qO8TFI5GfaJBNJRrTOAbwDeAfgIYLLs4vmxTzZu3AhdXV20bt0aW7duxfv37wFINz5kjQakfywvAPjKLPFRiV1S4EQ3N0FwUpMcyGbevHnQ0dERphZUhB6ySFu/FZmOcpPRh75c7FEHMuyTDwCeARgJ6UDOAMAAAEdlF8+PfWJkZAQNDQ2cOnUKgwcPhpGREerVqwe9LP5M0pIIQHZGE30ldkmBE10A6N+/P/bu3Ytv377l+N7Ro0ejQoUKGDduHHbu3InNmzfj2LFjCrBSAABmzJgBPT09VKtWDS4uLpgxYwb27dsHe9hDjAzyzF2GdN6ye+Z1a0ELdig4W7Uz7BNDSEf8vpDqyidI57vt0xdV9z759u0bbty4ge3bt2PatGno0qULKlWqhN69eyP2+zxCUlIS9PT08Ouvv8LeHpCdjjAS0knurwCSAJwAsBPAL+lKamkBSt3Rn9EKG/Oh90JqOnTowICAgBzdExAQwEqVKqXx1b1w4QKNjY355MkTeZsoQHLPnj0pGyKSj9q1a2e+Uj8ERN9M/RoK5kp9Zn1yC0RTSP10DUB0B/FGffvkw4cPvHTpEjdt2sTx48ezXbt2LFu2LMViMe3t7dmzZ0/OmTOHe/fuZWhoKKOjo1m0aFGKxWJ26tSJjx8/5tu3b/niRXwG3guRBJoQ0Pvup1uVwAaZng3K9l4osKK7f/9+NmnSJNvl79y5Q0NDQ4aGhqa75uPjw1q1ajE2NlaeJhZq7t+/zwULFtDBwSFFbDU1NdmpU6eUXYVZ+ulm8iqIPqkSiSRf9YlEIuGbN2949uxZrlmzhiNHjmSLFi1oZmbGn3/+mbVr12b//v25cOFCHjx4kA8fPmRiYmKG9ZmamrJIkSLU0tJisWLFCIANGjTIxE8360Pw05UjyUFwHjx4kGXZT58+sUKFCty+fbvM6xKJhM7OzvTw8JC3mYUGiUTCkJAQzpo1i1WrVqWpqSk9PDx4+vRptmjRgkWLFmW3bt3SfOgy3H2VjVd+33317NkzDh06lL/88gsrVKhAsVjMIkWK8HLCZbXrE4lEwmfPnvH48eNctmwZBw8ezEaNGrFkyZLU19dnw4YNOXjwYC5dupTHjx/n06dP02xAyi7+/v7U0NBI81QEgJs23cnxFmBhR5qCmDBhAqdOnZppmewK6qdPn2htbZ2hMAukRyKR8Pr165w6dSorVqzI0qVLc+zYsbx48WIacT158iQ9PDxkjnIKa5yBhw8fphEYkUjE3r17k1RdnyQmJvLhw4c8dOgQFy5cSFdXV9auXZs///wzTU1N2aJFC44YMYJr1qzhmTNn+ObNm1yJ64/Ex8czICCAVlZW6QS3SpUqlEgkQuwFdeHu3btZBsHx8fFh7dq1szV1kNkUhICUpKQkXrp0iePHj2e5cuVoZWXFyZMnMzAwMNcfwGxH1EoSURQt4tKYpXJ+V8onPj6eLVq0SBEXXV1dfvr0ie/evWOPHj04+b/J2esTiYj4Bs59OzfbbcfFxfHu3bvcu3cv586dy169etHe3p5aWlosW7Ys27Zty/Hjx3Pjxo28dOkSP3z4oJA+iI2N5fr162lpacmmTZvy1KlTbN26dUqfiMVihoWFpZQXooypCfXq1ePhw4dlXsvNIpmsxbbCTmJiIs+ePcuRI0eyVKlStLW15YwZM3j79m25jHRIMohBdKYzxRRTi1pphCU5dqwznek415E9evSQW7uq4ObNm3RwcGCrVq1YpkwZFi1alL/99htHjx6dEgLz9OnT2e6TcTvGsUaNGuki5H379o03b97kjh07+Ouvv9LJyYmVK1empqYmra2t2blzZ06ZMoVbt25lUFAQv3z5opT3Hx0dzVWrVrF06dJs3bo1L1y4wKdPn7Jdu3a0t7dnpUqVqKGhITMOdlCQdI5WLJbGz00ttsnxdJ2dFTOlkJpCLbobNmygk5NTuvOvX7+mubk5jx49muM6Bw8ezO7du+frD3ZeiY+P5/Hjxzl48GAaGRmxevXq9PLyYnh4uELbjWQkF3Mx+7EfO7Ij+7EfF3Nxyop8cvyMFStWKNQORRATE8MpU6bQ2NiYW7ZsoUQi4Y0bN+jg4ECxWMzixYsTADU0NNI8mWXVJx8/fmSLFi3YpEkTenp6skOHDrS0tKRYLGbVqlXZvXt3zpo1i7t372ZwcLDKwpd+/fqVPj4+NDMzY6dOnXj16lUmJSVxzZo1NDQ0pJeXF+Pj4/nmzRu2bduWnz59yrCuyEhy8WKyXz+yY0fpz8WL5e+lkBGFWnSTg+C8efMm5VxCQgKbNm3KGTNm5KrOmJgY1qhRg8uWLZOTlfmDmJgYHjx4kP3792fJkiVZt25dLlmyhI8fP1a1aWl4/PgxjYyMePnyZVWbkm0uXrzIihUrslu3bmn+VklpZg0dHZ2Ux2pLS0uZdURGRvL8+fP09fXl6NGj2bJlS5qbm1NbW5vVqlWjjo4Ou3Xrxj///JP379/PVexpRRAVFcUFCxbQ2NiYXbt25a1bt0hKPVwaN27M+vXrp5lGyA8UatElSVdXV/r4+KT8PnnyZLZq1SpT95Ss+Pfff2lsbMx//vlHHiaqLV+/fuXevXvZq1cv6unpsUmTJlyxYgWfP3+uatMy5eDBgyxdujQjlTW0ySWfP3/miBEjWKpUKf7xxx8ZluvTpw91dXWpoaHBTp068eTJk1yxYgWHDh3KJk2a0NDQkHp6eqxfvz7d3d3p4+PDo0eP8r///mNSUhJJMiQkhIaGhrxz546y3l6mfPjwgbNmzaKBgQH79OmTslaSkJDAhQsX0sDAgCtWrMjT51RVFHrRvXDhAm1sbCiRSOT6Yfzrr79oYWGR61CS6sqnT5+4fft2Ojk5UUdHh61ateK6devSjcDUncmTJ7Nly5Zq+6E9fvw4y5Yty4EDB6ZbjEpKSuLjx4/5119/sWfPntTV1WX16tVZvHhx6urqslmzZvTw8OCqVat4+vRpvnr1KlvTXdu2bWOFChUyfTRXNJGRkZwyZQpLlizJAQMG8P79+ynXbt++zRo1arBVq1b5OmlAoRddiURCa2tr7t27l0ZGRrxy5Yrc6p42bRp/+eUXtf1gZ5d3795x8+bNbN++PXV0dNihQwdu3ryZ7969U7VpuSYhIYHNmjXL9TSSonj37h379+9PS0tLHjt2jOHh4dy/fz+9vLzYp08fOjg4UFtbm6VLl2b9+vWppaXFmTNn8uLFi3L5/xg2bBidnZ2Vvibx6tUrjh8/nvr6+hw6dGgaUY2JieGvv/5KIyMj+vv75/v1kkIvuiQ5d+5cGhgYpAQolxf5OdD569ev6evry5YtW1JXV5fOzs7csWMHo6KiVG2a3MjLgqk8iYmJ4a1btzhmzBj+/PPPrFChQoqngJWVFTt16sRJkyYxICCAgYGB/Pz5s8KyT8fGxrJWrVppptwUybNnzzhixAjq6+tz9OjR6aamLl26xMqVK9PJyYmvXr1Sik2KRhBdkr1792axYsUU4vaSn1L6PHv2jMuXL2fjxo2pp6fH3r17c9++ffz69auqTVMYyoyf8fnzZwYGBjIgIICTJk1ip06daGVlxeLFi1NHR4c6OjocMGAAf//9d96+fZvR0dEy60nOPj1s2DCF2Pnff//R2NiYFy5cUEj9pHRBc9CgQdTX16enpydfv36d5vqXL184atQompmZcd++fQqzQxUUetFNTjrZtm1b+vv7K6QNdU5e+fjxYy5evJh16tRhyZIl6erqykOHDhWqzMbyjp/x7t07Xrx4kevXr+fYsWPZunVrli5dmlpaWnRwcGCfPn3o5eXFffv2cf78+TQyMuL06dOz3f5vv/2m8HgfR48epbm5eToxzCv37t1L8XD59ddf+fbt23RlTpw4wXLlytHV1ZXv37+Xa/vqQKEW3Vu3bqWkV//jjz/YuHFjhbWlTmnaw8LCOG/ePDo4ONDY2JhDhgzhiRMnGB8fr2rTVEJu4mdIJBK+evWKp0+f5qpVq+jh4cFmzZrR2NiYOjo6rFu3LgcMGMDFixfzr7/+4uPHj9PM7f/7779s2bIla9asydu3b2e73YsXLyrtC3zGjBls1qyZXNzHQkJC2LNnTxoaGnLu3Ln8+PFjujIfPnygm5sby5Yty+PHj+e5TXWl0Irux48faWVlxd9//52k1KHfxMQkzWqpPJFIJOzWrRuHDh2qkPqzavvWrVucPn06bWxsWKpUKY4aNYrnzp3L94t88iKj+BlJSUn877//ePToUfr4+NDd3Z3169ennp4eDQ0N2aRJEw4dOpQrVqzgyZMn+eLFi0wXehITE7lixQoaGhpy8eLFORK0N2/e0NzcnEeOHMn1+8wJiYmJbNWqFadMmZLrOm7cuEEnJyeamJhw4cKFGe7W3L9/P0uVKsWRI0cW+B2dhVJ0JRIJO3funG6roKenZ57+wLIiefFjy5YtCmsjGYlEwmvXrnHSpEm0srJiuXLlOGHCBF6+fDnFN1Pg/yQkJPDgwYPU1dXl6NGj2bdvX9aoUYM//fQTzc3N2bJlS44ePZq+vr48f/58rtwK7969y/r167NJkyY5/nJPSEhg8+bNOX369By3mxciIyNZunRpHjx4MEf3Xblyhe3bt2epUqW4bNmyDNcFXr9+za5du7JSpUq8ePGiPExWewql6C5atIh16tRJNycWFhZGMzMzhe7GSXZCDw4OlnvdiYmJvHDhAseMGcPSpUuzUqVKnDZtGm/cuJHv3WzkRWxsLIODg7l7927OmjWL3bt3Z9WqVSkWi2lpaclq1apRX1+fa9as4ZUrV+TisxofH8958+bR0NCQvr6+ufrSmzp1qsr8ii9fvkwjI6Ns7S48d+4cW7ZsyTJlynDNmjUZTqdJJBIGBATQ2NiYU6dOVYtpN2VR6ET33LlzNDEx4dOnT2Ver1+/Pg8dOqRQG7Zt20Zra2u5fKATEhJ4+vRpDhs2jKamprSzs+Ps2bMZGhpaqIX2y5cvDAoK4tatWzllyhR27tyZ1tbW1NTUTHFB+vXXX7ljxw7evHmT3759S7l38ODB7Natm1z67/r167S3t2e7du347NmzXNVx6NAhle+gW7FiBatXry7To0IikfDkyZNs3Lgxy5cvz02bNjEuLi7Duv777z+2bt2aDg4OvHnzpiLNVksKlei+evWKpUqVynSSfuPGjezSpYvCbcmLE3psbCyPHDnCgQMH0tDQkLVq1aK3t3e2grIXNJJTu2zcuJHjx49n27ZtWbZsWWppadHe3p69evXi3LlzuXfvXt69ezdTMUhGHvEzoqOjOWnSJBobG3P79u25FvDHjx/T2NhY5bEiJBIJe/ToQXd39zTnDh8+zLp167Jy5crctm1bpk+JSUlJXLlyJQ0MDOjt7V1oF24LjegmJCSwSZMmnDVrVqblPn/+nC4IjiJIdkL/7bffslU+Ojqaf/zxB11cXFiiRAk2aNCAS5cuLRT52ZJTu5w5c4Zr1qzhiBEj2KJFC5qamqakdnF1deXChQt56NChLFO7ZIe8xM84f/48ra2t2atXrzxtA08W/+XLl+e6Dnny+fNnVq5cmZs2beL+/ftZvXp12tnZcffu3Vn2d3h4OBs2bMhGjRrx3r17SrJYPSk0ojtx4kS2bt06Wx9GNzc3LlmyROE2JTuhZ7SA8PnzZ+7atYvdu3enrq4umzdvztWrV/Ply5cKt00VSCQSPn36lMePH+fSpUs5ePBgNmzYkPr6+ixZsiQbNWrEwYMHc9myZTx+/DifPXum0CmUnMbPiIqKooeHB83NzXO88CSLwYMHq1X838TERC5evJgaGhq0sbHhgQMHspyfjo+P5/z582lgYMDVq1cLi7gsJKL7559/skyZMjIdsWVx8eJFVq5cWSl/7EeOHKG5uXnKyPrDhw/csmULHR0dqaOjw7Zt23Ljxo1qHxErJySndjl48CAXLlzI/v37s1atWvz5559pZmbGFi1acOTIkVyzZg3Pnj3LiIgIlQlPduNnHDlyhKVLl+bgwYNl+qDmFH9/f1auXFkt3Kfi4+Pp7+9Pa2tr1q9fnxMnTqSVlVWW7zM54HqbNm0KxRNZdinwovvw4UMaGRnx6tWr2b5HIpGwYsWKSptHGzduHCtVqsQ2bdpQR0eHjo6O3Lp1q1w+vKokLi6OoaGh3Lt3L+fMmcOePXumSe3Srl07TpgwgZs2beLly5fV8v1mFT/j7du3dHFxYfny5fn333/Lpc3bt2+rReqn5JQ45cqVY7Nmzfj333+nfPkNHz6cXbp0kfllGB0dnS7gusD/KdCiGx0dzWrVqnH16tU5vnfhwoVpFg3kzcuXL7l69Wo2b96curq6NDY2ZufOndViZJNTklO7bN++ndOmTaOTkxMrVapETU1NVqxYkV26dOHUqVO5bds2Xr9+Pd/FcpAVP0MikXDXrl00NTXl+PHj5faekrNP79ixQy715Ybo6GiuXLmSFhYWbNOmjczpr9jYWNapU4eLFy9Ocz454Hr37t3zXbhPZVGgRXfAgAHs3bt3rr5pX716xRIlSsg1CM6TJ0/422+/sUGDBixRogT79u3LP//8k9HR0SlO6Ip2V8sLnz594pUrV+jn50dPT0+2b98+JbWLnZ0de/TowdmzZ3P37t0MCQlRaGwAZZM6fsbLly/p6OhIW1vbHD1BZYVEImGXLl04fPhwudWZE758+cIlS5bQ1NSUjo6OvHbtWqblnz59ShMTE54/fz7bAdcFCrDobtq0iTY2NnkSzU6dOnHz5s15suPBgwf09vZmrVq1aGhoyIEDB/LIkSMyBeny5cs0NjZWeYqbyMhInjt3jr6+vhw1ahRbtmzJUqVK8aeffmLNmjXZr18/LliwgAcOHOCDBw/UJrWLovntt99YtmxZGhoactasWXL/UlmyZInMTTuKJioqivPnz6exsTG7deuWkhInOxw/fpwlS5akhYWFzIDrAukpkKJ78+ZNGhoa5jl30p9//slGjRrl6B6JRMLQ0FDOnj2bdnZ2NDU1pYeHB0+fPp0tcVq+fDmrV6+u8B06EomEz58/58mTJ7l8+XIOHTqUjRs3poGBQYpLmru7O3/77TceO3aMT548KdQrz48ePWLz5s2pr6/P7t27y73+8+fP08TERKkLTu/fv+fMmTNpYGBAFxcX3r17N0f3JwdcL1GiBO3s7ArNl29eKXCi++HDB5YvX567du3Kc13JQXCy8itMzsw6bdo0VqpUiaVLl+aYMWN48eLFHPuLJjuhDxo0KC+mp5CYmMjHjx/z8OHDXLx4Md3c3FinTh3q6urSxMSEzZs35/Dhw7l69Wr+/ffffP36tbDwkYrExET+9ttvNDAwoI+PDz98+CD3+BmvX79mqVKleOzYMbnVmRkREREpKXEGDhyY4001EomEe/fupZmZGceMGcNPnz6xdevWnDRpkoIsLlgUKNFNSkpip06dOGrUKLnV6enpycmTJ8ts6/Lly5wwYQItLS1pZWXFSZMm8dq1a3kWrWQndH9/f0ZHR3PFihVZ7qSKj49nWFgY9+/fz3nz5rF37950cHCglpYWy5QpwzZt2nDcuHHcsGED//nnnwIZp1TehISEsE6dOmzWrBkfPnyYcj44OFhu8TOSs0/PnDkzz3VlxatXrzhu3Djq6+tz2LBhuQoP+erVKzo5OdHGxiaNd8/bt29ZpkwZHjhwQI4WF0wKlOh6e3uzXr162drqmV3Cw8NpamrKhIQEJiYm8ty5cxw1ahTNzc1pa2vLGTNm8Pbt23IfHYaGhlJfX59lypShSCRK+QOPjo7m7du3+fvvv3P69Ons2rUrbWxsKBaLWaFCBTo6OnLy5MncsmULg4KCFJINo6ATFxfH2bNn09DQkOvXr5c5rSKv+BmTJ0/O9qad3PL06dOUlDhjxozJVbZmiURCPz8/GhkZccaMGTLnna9evUojIyM+evRIHmYXWAqM6J45c4YmJia5DiqSEfHx8bS1tWWbNm1obGxMBwcHzps3L8/zxVmxc+dOFi9enACooaHBqlWr0srKimKxmFWqVGH37t05c+ZM7tq1i3fu3ClUUZoUSWBgIKtWrcqOHTtmKU55TeJ48ODBHG3aySmpU+JMnDgx1y5cOQm4vmrVKlarVi3DVEMCBUR0X758STMzM548eVIu9cXGxvLw4cN0c3NjyZIlWb58edra2irEq+Ddu3e8cOEC169fzzFjxrB169a0sLAgAIpEIgIgADZs2JD37t0rtEFCFM23b984YcIEmpiYcOfOndkS0pzGz0jNo0ePcrxpJ7uEh4ezf//+NDAw4PTp03OdJTgxMZHLly+ngYFBtgOuSyQS9urViwMGDMhVm4WBzES3KNSByEggIAAIDgaiogA9PcDeHhgwADAyQkJCAnr27Ilhw4ahVatWuW7m27dvOH78OPbv349jx47B3t4eXbt2xdy5c1GiRAmUKVMG2trauaqbJF6/fo3w8HCEhYWl/AwLC0N8fDxsbGxga2sLGxsbtG7dGjY2NjAwMMDatWvh7e2NL1++IDw8HJUqVZJ2CSIRgAAEIxhRiIIe9GAPewzAABjBKNd9UFg5e/YsBg8ejLp16yI0NBSGhobZuk9TUxN79+5F3bp1UadOHTRq1Chb98XExKBbt26YOXMm6tatmxfT0xASEoL58+fjzJkzGD16NB49eoQSJUrkqq6wsDAMGjQIxYoVw+XLl1GxYsVs3ScSibBx40bUqVMHfn5+cHd3z1X7hZaM1JjKGOkGBpJOTqRYLD2A/x9aWtJzTk5c7uLCtm3b5sqdKSoqijt27KCzszN1dXXZsmVL+vr6ykzGl5zvKjOSU7scOXKEPj4+HDhwIOvVq0c9PT0aGRmxadOmHDZsGFeuXMnTp0/z5cuXWY6ooqOjOXPmTFpYWDCQgXSiE8XfX0j10qIWxRTTiU4MZGCO+6Iw8unTJw4ZMoQWFhY8fPhwruv5MX5GVgwcOJC9evWS2zrA9evX2aVLF5qYmHDRokV52tUoj4DrpDQhgKGhYaGMl5sVUMvphbVrSW1tUiRKK7Y/HiIR44oW5ZccRAR7//49/f392bFjR+ro6LBDhw7cvHlzlo9g//zzDytVqkSJRMKEhATeu3ePf/75J+fPn08XFxfWqFGD2tratLCwYKtWrThmzBiuX7+eFy5ckMuc3VqupTa1KaIojdj++BJRRG1qcy3X5rnNgsyhQ4doYWHBoUOHyiWY/PTp09m8efMsH8H9/PzyvGknmcuXL7N9+/Y0Nzfn8uXL0wRizw1BQUG0t7dn+/bt5bI2smvXLpYvX14tY2qoEvUT3WTBzUxsfzy0taX3ZcCbN2+4bt06tmrVirq6unRycuKOHTuy/LDFxMTwzp073LVrF2fMmEEdHZ2Uba9WVlbs2LEjJ02aRH9/f167do1RUVHy7g2S/xfczMT2x5cgvLKJjIxk7969WaFCBZ49e1Zu9SYmJrJly5acOnVqhmWSs0/ndRH23Llz/OWXX1i2bFn6+vrmeRE1OjqaEydOzHPAdVmMGjWKjo6OhXpjzY+ol+gGBsoU3FUAawIsDtA1M+ENCkqp6sWLF1y5ciWbNm1KPT099urVi3v37pUZmCQ5tcuWLVs4ZcoUOjo60trammKxmDY2NuzatSunT5/O3r17s3PnzkpdmQ1kYMaCuxNEZRDaIMqDuJBeeIMYlHUjhQCJRMIdO3bQxMSEnp6eeR4VyiKz+BnJ2ad37tyZq7olEglPnDjBxo0b08rKin5+fnJZVD137hwrVKiQ54DrGREXF8d69epx4cKFcq87v6JeouvkJHNKYT/APwEOy0x0RSJ+bdOGS5YsYb169ViyZEm6urry0KFDKSOBDx8+8J9//uHGjRs5btw4tm3blmXKlKGWlhYdHBzYu3dvzps3j/v27WNYWFi6P+rXr1/LPQhOll1CJ9lTCidBlAFxBUQSiBffjx+mGpzprDRb1ZXnz5+zY8eOtLOzY2CgYue7ZcXPSM4+PXLkyBzXl5wSp06dOrSxseH27dvlst02KiqKw4YNk1vA9cx49uwZTUxM5PpkkZ9RH9GNiEi/YPbD8WtmogswtkgRjnVx4c6dO3ny5EmuXr2aI0aMYPPmzWliYkIdHR3WqVOHbm5uXLx4MQ8fPszHjx/nyDHd0dGRfn5+8n3vGRDBiHQLZimv+iA2ZT3NIKaYkSw4AdBzQlJSEtetW0dDQ0POnTtXrptmMmP58uWsUaNGypf9okWLWLdu3Ry1n5SUxH379tHBwYH29vbcs2eP3B7R5R1wPTucPHmSZmZmfPXqlVLaU2fUR3QXLcqz6MYXLcoZYjENDAzYuHFjDh06lMuXL+fJkyf5/PlzucxVHThwgA0bNpTDG86aRVwkW3QTQRQD4Q3CCoQ5iBEgotOLrha1uJiZe10URB48eMCmTZuybt26Sg8Gnhw/Y/DgwVlmn/6RxMRE7tixg7a2tqxVqxYPHjwoN7FVRMD1nDBnzhw2bty40Puaq4/ourhkuWCWlegSYLQCIkClJjkITnh4uELbIUkXusgev76EdNNETRCvQLwF0QDENNmj3X7sp3Bb1YWEhAQuWbKEBgYGXLZsmUK312bG58+faWVlxRIlSvDEiRNZlk+dEqdBgwY8duyY3Ba0FBVwPackJSWxbdu29PT0VEn76kJmoqvczRFRUXKpRismRi71ZESxYsXQv39/+Pv7Y9GiRQptKwoZ9InW95+jAJh9//d4AF4A5qcv/hEf5W6bOhIcHAx3d3fo6ekhMDAQ5cuXV5ktWlpa0NfXx+vXr2FiYpJhubi4OAQEBGDhwoWwtLTE+vXr0axZM4hEIrnY8fLlSwwfPhyPHz/GgQMH5LoZI6cUKVIE27dvR82aNdGgQQM4OTmpzBZ1pYhSW9PTk089+vryqScTBg4ciK1btyIhIUGh7eghgz7RB2ABIPXnMpPPqD4U3yeqJC4uDjNnzkTLli0xbNgwnDp1SqWCCwDTpk2DgYEB1q9fj27duiHqh0FFTEwMVq1ahQoVKuDAgQPYvn07zpw5g+bNm8tFcEli48aNcHBwQPXq1XHz5k2VCm4yBgYG2LNnD4YOHYqHDx+q2hz1I6MhMJU8p5sAMAbgFIB9v/87Qdb0gpYWmcWuMXnRsGFDhYexy3BOlyBmgKgFIgLEBxCNQEwvfHO6V65coa2tLTt37qw2qen/+OMPli1bNmVTTOokjqlT4nTu3Fkh3hTJAddr164tl/CTimDNmjW0t7dXiOueugO1mdPNxHthFpAS+CX5mCVLdMViUkmpyv38/Ojo6KjQNjL1XogH4QFCD4QJiFEgYgqP98LXr185duxYmpqacs+ePWoTeP3Bgwc0MjJKk18sNjaWNWvWZNu2bWlsbMzu3btnGa0rN/wYcF1V89nZQSKR0MXFha6urmrzf6cs1Ed0yQz9dLN1iESks/J8Ur98+cISJUoo3AUmQz/dbLxESSI2fKMcTwtlcvr0aVpaWrJfv365jqClCL59+0Z7e3uuWbMm5VxySpwSJUpQLBZz69atCmk7o4Dr6szXr19ZpUoVbtiwQdWmKBX1Et0MdqRl6/hhR5oyGDhwIBctWqTQNjLdkZbFSzNRk6YdTenm5lYgMkV8/PiR7u7uLFOmDI8ePapqc9IgkUjo5ubGPn36UCKRMCIigpMnT05JifPw4UMeO3aMpUqVkhlQKbekDri+YcOGfDdqvHfvHg0NDXnjxg1Vm6I01Et0SYXEXlAUly5dYsWKFRX+h56X2AufP3/mqFGjaGZmxn379inUTkVy4MABmpubc/jw4QqLcZEXNm7cSFtbWz58+DAlJY6Hh0e6RJMzZ85k06ZN5bKr7Nq1a6xatSo7derEFy9e5Lk+VbFnzx5aWloWmkzC6ie6ZI6ijKlKcEnp6KZSpUr8559/FN5WXqOMJUdJc3Z2zle7gt68ecMePXrQ2tqa58+fV7U5Mrlx4wZLlizJ3r17U19fn2PHjs1wUS8xMZGtW7eWmXcvu+Qm4Lq6M2bMGHbs2LFQBMZRT9ElpVMFzs7SxTEtrbRimxxP19lZ6VMKP7J48WKlRckPYhCd6UwxxdSiVhqxTY6n60znDIPcxMTEcNq0aTQyMqK/v79af1glEgm3bt1KY2NjTp48WW3Tv9y4cYM6Ojr86aefOGnSpGzF1H379i1Lly6dq5gHZ86coZWVFfv06aOwND+qIC4ujvXr1+eCBQtUbYrCUV/RTSYyUuoG1q8f2bGj9OfixUrzUsiK5CA4eQkcnVMiGcnFXMx+7MeO7Mh+7MfFXJxtL4Vbt26xevXqbNWqVa4ywiqap0+fsl27dqxWrRqvX7+uanNkEh4ezr59+7JYsWKsU6dOjhf0rly5kqMkjvIKuK7OPH/+nKampjxz5oyqTVEo6i+6+YDOnTtz06ZNqjYjR8THx9Pb25sGBgZcsWKFWrgXJSUlcc2aNTQ0NOT8+fPVco9+cHAwe/ToQSMjI7Zq1Yq1a9fOdSCdlStX0sHBIctRfHLA9WHDhskl4Lo6c+rUKZqZmeXrOeqsEERXDhw8eJANGjRQtRm54t69e2zUqBEbNGig8AzHmXH//n02btyY9evXV6kdGZGcEsfU1JSLFy/mkSNHaGpqmqt05skkJ3EcOHCgzOupA66fO3cu1+3kN+bNm8eGDRuq5ZeuPBBEVw4kJCTQ1NRULcUiOySPMA0MDOjl5aXUP/aEhAQuXLiQBgYGXLlypVqMuFNz+fJltmvXjubm5lyxYgWjo6P54sULuWWf/vLlC21sbNKEC00dcH3ixImFbtdWUlIS27dvz/Hjx6vaFIUgiK6cmDRpEidOnKhqM/LEkydP2LZtW6XNpd66dYs1atRQu7lliUTCs2fPskWLFixbtizXrVvH2NhYktJpmYYNG3Lu3Llyay85ieOtW7f47NkzdujQgXZ2dgxS8SKxKnn//j3LlSvHvXv3qtoUuSOIrpy4d+8eTUxM8v0jkTK8BtTViyI5JU6jRo1YoUIFbt68Od3/5/jx49muXTu5uzbt2LGDhoaGNDAwUGrAdXUmKCiIhoaGvH//vqpNkSuC6MqRRo0aKTwIjrJQlH/spUuXWLlyZTo7O8t1Z1ZekEgkPHToEOvUqUNbW1vu2LFD5uaFffv2sWzZsnLfepwccN3ExITNmzdXmy8hdWDdunWsWrWqymIAKwJBdOXI5s2b2alTJ1WbIVf+/PNPlipVih4eHnnaCfblyxe12xmXlJTEvXv3slq1aqxWrRr37t2b4Qj2/v37NDQ0lGtUsOSA64aGhly+fDmjo6NZt25dhW8tz09IJBL269eP/fr1KzBfRoLoyhFlBcFRNh8+fKC7uztLly7NI0eO5Pj+EydOsFy5cnR1dVWLGBCpU+LUrl2bhw4dyvQD/e3bN9rZ2dHX11duNty5c4e1atXiL7/8kiaJ5dOnT2liYlKovBWy4tu3b6xatSrXrVunalPkgiC6csbd3b3Apps+deoULS0t2bdv32zthnr//j3d3NxYtmxZHj9+XAkWZk58fDw3b95Ma2trNmrUiCdOnMhy9CSRSNi/f3/27dtXLiOt2NhYzpgxg0ZGRvTz85NZ54kTJ1iqVKkC9+WdF5KfNArC4qIgunLm8uXLSgmCoypSx7HdvXt3hu9z3759NDMz48iRI5W6W08WsbGxXLduHcuVK8cWLVrw7Nmz2f7/Wb9+PatUqSKXOcWcBFyfPXs2mzRpIpfAOAWFvXv3sly5cmrxtJQXBNGVMxKJhJUrV+bFixdVbYpCuXz5skwBef36Nbt27aq0QECZER0dzRUrVtDc3Jzt2rXjpUuXcnT/9evXaWhoyHv37uXJjtwEXE9KSmKbNm3yvRuivBk3bhzbt2+frwPjCKKrAJYsWUI3NzdVm6Fwkh+Vk2O5bt68mUZGRpw2bRpjYmJUZteXL1+4ePFimpqaskuXLrl6JH3//j0tLS3z7Ceal4Drb9++ZZkyZfjnn3/myYaCRLKftJeXl6pNyTWC6CqAN2/eUE9PT+WP1cri6NGj1NXV5c8//6zSYCyfPn2il5cXjYyM2KNHD965cydX9SQlJbFDhw4cO3Zsrm2RV8D1a9eu0cjIKN9kg1AGyTsCT58+rWpTcoUgugqiS5cu3Lhxo6rNUChJSUlcuXJlyvbh5AA6S5cuVep23vfv33PGjBk0MDBgv379GB4enqf6vLy82KBBg1xvdPnzzz9TAq7L44u3MCdxzIi///47z7EvVIUgugri0KFDrF+/vqrNUBhhYWFs0KABGzVqlGbO88GDB2zSpAnr1q3L0NBQhdqQOiXOoEGDsh0mMTNOnz5NU1PTXEW5evPmDbt3786KFSvywoULebYlGYlEwj59+tDNza3ALtDmhgULFrB+/fr5bveeILoKIiEhgWZmZvk2CE5GxMfHc/78+TQwMODq1atlLmgkJSXR19eXBgYGnDNnjtw/FC9fvuTYsWOpr6/P4cOH8+nTp3Kp98WLFzQ1Nc3xY2vqrdNTpkxRyNbpr1+/0tbWtsA/PeWEpKQkduzYkWPGjFG1KTlCEF0FMnnyZHp6eqraDLlx48YNOjg4sE2bNulyf8kidfAWeezkevLkCT08PKivr89x48Zl6XaVE+Lj49mgQYMcL9AoM+B6eHh4oUvimBUfPnygpaUld+/erWpTso0gugrk/v37BSIITnR0NKdMmUJjY2Nu2bIlR4+4qcMUenp65mpe8tGjR3R3d2fJkiU5efJkRkRE5LiOrBg7diw7dOiQbVckVQVc3717N8uXL19okjhmhxs3btDQ0DDPc/nKQhBdBdO4ceN87fJz8eJFVqxYkd27d89W/q+MiIyMZK9evWhlZcWzZ89m656wsDD27duXBgYGnDlzpsKc4vfs2ZMjp/vkgOsNGjRQyQd99OjR7NSpU772VZU3GzZskNsmFkUjiK6C8ff3Z8eOHVVtRo75/PkzR4wYwVKlSvGPP/6QW70HDx6kubk5hwwZkmHqmTt37rB79+40MjLi/PnzFZqi5t69e9neXpoccN3Q0JArV65UmeglJ3H09vZWSfvqiEQioaurK11cXNR+sVEQXQXz9etXlihRQq7zj4rm6NGjLFOmDAcOHKiQx9hPnz5x8ODB6ZIsBgUFsXPnzjQ1NeWSJUv45csXubedmq9fv7JKlSrZCqSibgHXC0sSx5zw7ds32tvbc+3atao2JVME0VUCgwYNyhejknfv3rFfv34sV64cT506pfD2/v77b5YvX56tWrViixYtaGFhwZUrVyol3bpEImHfvn3Zv3//TEdG6hpwnSRPnjxJMzOzfPWFrmgePHhAIyMjuYbglDeC6CqBK1eu0NraWq0+sKmRSCTcs2cPTU1NOWbMGIWPMJPbPHPmDJs2bUpdXV3q6urmeJEuL/j6+tLOzi7ThT11DLj+I3PnzmWjRo0YFxfHjRs38urVq6o2SeXs378/Jdj8sWPH1CZ+czKC6CoBiURCGxsbuTrMy4tXr16xS5cutLGx4eXLlxXenkQi4fHjx9mwYUNaW1vT39+f8fHxvHbtGqtWrcqOHTsqfJdRUFAQjYyMMkwDo44B1zMiKSmJrVq1opWVFYsUKcIBAwao2iS1YNy4cbS0tGTRokVpb2+vanPSIIiukvDx8aGrq6uqzUhBIpHQz8+PRkZGnDFjRkriRUW2d/DgQdauXZu2trb8/fff020VjouL4+zZs2loaMj169crZKHq3bt3LFu2LPfv3y/zenLAdTc3t3wRQvDevXssXbo0ARAAK1eurGqTVE5kZCTr1avHIkWKEAA1NTXVytNDEF0lERERQT09vTylvJEX//77L1u2bMmaNWvy9u3bCm0rdUocBwcH7tu3L8sPQEhICOvUqcNmzZqlBHq5cuUK169fn2db2rVrJzO1d+qA6ydOnMhTO8pk2rRp1NDQSBHdokWLFvoYvL///jtFIlFKv4jFYrVKbimIrhJxcnLihg0bVNZ+YmIily9fTgMDAy5evFihH86EhARu376dNjY2rFOnDg8fPpyj+drExET+9ttvNDAw4Pz582lsbExNTc1Mo21FMIKLuIgudGFHdqQLXbiIixjJSJL/n//8cSNDcsD1UaNGKWU+W95cvXqVzZs3Z7FixQggjftbVn1SUHn48CH79OnD4sWLEwBXr16dci0igly0iHRxITt2lP5ctIiMVFKXCKKrRA4fPsx69eqppO27d++yXr16bNKkiUK/9ePj4+nn58cKFSpkOyVOZjx69IilSpWiSCRikSJF2KJFi3RlAhlIJzpR/P2FVC8talFMMRtFNKJBWwO1DbguD27dusWqVavyxIkT2eoTJzoxkOq7yi8Pnj59yqZNm3LRokUMDCSdnEixWHoA/z+0tKTnnJxIRTs+CKKrRJKD4Ny9e1dpbcbFxXHu3Lk0NDSkr6+vwua2YmNj6evry7Jly/KXX36RW2LFK1eupHl8LlasGA8ePJhyfS3XUpvaFFGURlh+fImSRNRM1ORarqVEIqG/v79aBFxXBNnuE4qoTW2upXr7tcqDtWtJbW1SJEortj8eIpG0nCJdfQXRVTJTpkzhhAkTlNJWUFAQ7e3t2b59ez579kwhbXz79o3Lly+nubk527dvL3cPiGPHjrFGjRo0MTFh0aJFCYC6urok/y8umQnLjy+tJC1WXlGZ1atX561bt+RqqzqQmz4p6MKbLLiZie2PhyKFVxBdJfPgwQMaGxsrNAZodHQ0J06cSGNjY27fvl0hvq+pU+I4OTkpPMIWKfWAiIiI4P379xnIQBZbVYyoCaI4CNdUMhIHoiuIstLRMc6mFZli8cV4JeGKwu1VNoEMlAruKsjuF4I4DaISCC0QzUA8+b/wBjH/Z9r9kcDArAT3AQFNAi4yhVcRyYczE90iEJA71tbWqFy5Mo4cOaKQ+s+fPw97e3s8f/4cISEhcHFxgUgkklv9UVFR8PLyQvny5XHjxg2cPHkSf/zxB2rWrCm3NjJCJBLB2NgYFStWhDe8kVAqAZgOYKCMwo0AbAdgmv5SYrFELCm6RLHGqgBveCMGMUApyO6XdwCcAcwD8AFALQA9pZdiEANveCvPWCXh7Q3ExGRWYgSA2jKvxMRI71cqGakxhZFunggICGCHDh3kWmdUVBSHDRtGc3PzNHOe8uLdu3ecPn06DQwM2L9//zxnyM0LEYxIuzj0q4wRXfLLPP1IFwTFFBeoFfx0fSKrX9aDqJ/q968gxCDC83efvHnzhr///ns6r5SIiPQLZmmPnQS6E5glc6QLSO+Xt1cDhJGu8unWrRsuX76Mly9fyqW+I0eOoGrVqkhKSkJoaCgcHR3lUi8AREZGYvLkyahYsSLevHmDa9euYcuWLahUqZLc2sgpAQjIcx0iiORSj7qQrfdyF0C1VL//BMDq+3nk3z65cOEC+vbtC3Nzc2zcuBEJCQkAgICAzO76DGAmgKWZ1i0SZVWPfCmqvKYKFz/99BO6deuGrVu3YurUqbmu5927dxg7diyuXLmCgIAAtGjRQm42vnz5EkuWLMHWrVvRp08f3Lp1C2XKlJFb/XkhGMGIRWye6ohBDEIQIieLVE+2+uQrAKMfzukB+CL9ZwxisP3OdkQfiFaAhYrj9u3b0NDQwNu3bzFixAiMHTsWs2bNQnDwJMRm2CUzALgDsMi07pgYIESJfybCSFeBuLu7Y/PmzdIVyxxCErt27ULVqlVhYmKC4OBguQnu06dP4eHhATs7O2hoaCA0NBSrV69WG8EFgChEyaWej/gol3rUgWz1yc+QDvBS8xmAzv9/jRHHQCKR5Kvj6dOnKaPbpKSklCMqwy65DeA0gHHZ6tuPSvwzEUa6CqROnTooXrw4Ll68iCZNmmT7vpcvX2L48OF4/PgxDh48iLp168rFnkePHsHb2xsHDhzAkCFDcP/+fRgZ/TgsUg/0oCeXevShL5d61IFs9UkVAFtS/f4NwOPv579Tr1I9zJkzR77GKZCEhAS8efMGt27dAgBIJBLExcXB398fdepk9BR5DsATAMkDia8AkgCEAbiZrrS+Ev9MhJGuAhGJRHB3d4efn1+2ypPExo0b4eDggOrVq+PmzZtyEdzw8HD07dsX9erVQ+nSpfHw4UN4e3urreACgD3sIYYYSAQQC+nnJen7vxO/F4r7/jsAxH//d6qHCi1owQ52yjJZ4aT0CZBxvzgBCAWw//u5uQDsAVSW3qbOfRITE4M7d+5g586dmDFjBrp16wZbW1vo6Ojg6NGjKeWKFy8OGxsb/PXXX7C3B8RiWbUNgfTb5vb3YxiADgBOpCuppQXYKbNLMlpho+C9IBeyGwTn0aNHbN68OWvXrs3g4GC5tH379m12796dxsbGXLBggUJT4sibCEZQU6JJzELKTrWUY9b3lfmyMq79V0i8FzLrl1Pf/XTFIJqqX598/vyZ165do7+/PydNmsSOHTvSysqKmpqatLW1Zbdu3Thz5kzu3LmTd+7cYUxMDCUSCTU1NamlpcVZs2alRK/L2nsh+VAf7wVBdJWAs7NzhtGzUgd98fHxSRcKMTcEBQXR0dGRZmZm9PHxyReJ/FKTHHBd84gmkZTxLqvMXiKK6ExnVb8VueNEpyy3/qpLn7x7944XLlzg+vXrOWbMGLZu3ZoWFhbU1tZm9erV6eLiQi8vL/7xxx8MDw/PMtvyvHnzZO6GdHLKeutvZluCnRXQJYLoqpi//vqLdevWTXdeVnjDvPDPP/+wbdu2tLCw4KpVq5SSEkfepA64vunOphxvd01+FdjdV8k70tSkTyQSCV++fMnTp09z5cqV9PDwYNOmTWlsbExdXV3Wq1ePAwYM4JIlS/jXX3/x33//lXtskKx3pGV8qGJHmiC6SiAhIYGlSpViaGgoSfkG8pZIJPz777/ZvHlzlitXjuvXr1d4sHJFkFHAdSHOQHpU0SdJSUn877//eOTIEfr4+HDgwIGsX78+9fT0aGRkxCZNmnDYsGFcsWIFT506xRcvXig1dZUQe0EgHVOnTuX48ePllrJGIpHw2LFjbNCgAStWrMiAgIAsH8/UlcePH/OXX37JMOC6EFErPYrqk4SEBN67d49//vkn58+fTxcXF9aoUYPa2to0Nzdnq1atOHr0aK5bt44XLlzg27dvFfxOs48QZUwgDcHBwdTS0qKJiQl37tyZ61GARCLhgQMHWKtWLVapUkVmSpz8QmJiIpctW5atgOtBDKIznSmmmFrUSiMsybFjnelcIKcUMiIvfRIbG8vg4GDu2rWLM2fOZPfu3VmlShWKxWKWL1+eHTp04MSJE+nv78+rV6/mm0XYoCDpHK1YLI2fm1psk+PpOjsrZkohNZmJrkh6XTa1atXi9evXFeY5UVg4e/YsBg8ejC9fvmDRokVwc3PLcR0SiQT79++Hl5cXNDQ0MH36dHTp0gVFiuRPr7+wsDC4u7ujePHi2LhxIypWrJit+97iLQIQgBCE4CM+Qh/6sIMd3OAGo3RbsQoHmfWJ1lct3Lt3D2FhYQgPD0/5+ezZM5QvXx42NjawtbVN+VmxYkVoa2ur+i3lmbdvpVt7Q0KkGx/09aVuYW5ugDI8JUUi0Q2StWReE0RXcURFRWHixIk4duwYfH198eHDB+zevTtH0ccSExOxa9cuLFiwALq6upgxYwbat28v16hiyiQ+Ph6LFi3CypUrMW/ePAwZMiTffnGoEx8/fkwnrGFhYXj79i0qVqyYRlhtbGxQoUIFFC9eXNVmF1gyE11hR5qCOHz4MIYPH44OHTogNDQUenp6iI6OxtixY/Hy5UuYm5tnen98fDy2b9+OBQsWoFSpUlixYgVatmyZb8UWAK5fvw53d3dYWFjg5s2bKF26tKpNyleQRERERDphDQ8Px9evX9MIa/PmzWFra4ty5cpBQ0ND1aYLpEIQXTnz9u1bjB49GkFBQdi2bRuaNWuWck1bWxvdu3fHli1bMG3aNJn3x8bGwt/fH4sWLYK1tTU2b96coy3E6kh0dDRmz56NLVu2YOnSpejTp0++/vJQNCTx/PlzmSNXkUgEW1vbFIF1dHSEra0tzM3NhT7NJwiiKydIYufOnRg/fjz69esHPz8/mXNj7u7u6NOnD6ZMmZLmsTo6OhobNmzAkiVLUL16dezatQv16tVT5ltQCOfPn8egQYNQq1YthISEwNjYWNUmqQ1JSUn4999/UwQ1WVzv3bsHHR2dFHGtUaMG+vbtCxsbGxgZGQnims8RRFcOPH/+HB4eHnj27BkOHz6M2rVlR6kHgNq1a0MsFuPixYto2rQpvnz5Al9fXyxduhQNGjTA4cOHUaNGDSVarxg+f/6MyZMn4/Dhw1i7dq1c4//mN+Lj4/Hw4cM0whoWFoaHDx/C1NQ0ZdTarFkzeHh4wMbGBiVKlFC12QIKQhDdPCCRSLBhwwbMmDEDo0ePxh9//JHl4kRyEBxfX19cuHABq1atwi+//ILTp0+jatWqSrJcsRw5cgQeHh5o27YtQkNDC42AREdHy/QUePLkCcqVK5cy39qxY0dMmjQJlSpVwk8//aRqswWUjCC6ueThw4cYPHgwYmNjce7cOVSpUiXrmwC8f/8ez58/x549e9CrVy9cvHhRpRka5IkiA66rE58+fUJ4eHi6+dY3b97A2to6ZeTap08f2NjYwNraGpqamqo2W0BNEEQ3hyQmJmLZsmVYtGgRpk+fjlGjRmVrdTgiIgK//fYb/Pz80LVrV7Ru3RpNmzYtEIJLErt378bYsWPh4uKC4ODgAjGCe/v2bbopgfDwcERFRcHGxiZl5Dp06FDY2NjA0tISRYsKHymBzBH+QnJAcHAw3N3doaenh8DAQJQvXz7Le16+fInFixdj27ZtcHFxwe3bt1G6dGkcPXoUc+bMwdChQ5VgueJ4+fIlPDw88O+//8o14LqyIImXL1/K9BRISkpKWcyytbVF+/btYWtrCwsLC8G3WCDXCKKbDeLi4jB//nz4+vpi4cKFGDhwYJYryE+ePMGiRYuwe/duDBw4EHfv3oWZmVnK9TZt2mDIkCEIDQ3Nl3O5JLFp0yZMmzYNI0aMwL59+9Ta2T4pKQlPnjyR6eOqra2dIqz29vbo1asXbGxsYGJiIngKCMgdQXSz4OrVq3B3d4e1tTXu3LmDUqVKZVr+0aNHWLBgAQ4ePIihQ4dmmBJHQ0MDrq6u2Lx5M5YuzTxbqbrx+PFjDB48GF+/fsWZM2dgp9Sw+5mTkJCAR48epRHWsLAwPHjwAEZGRinzrQ0bNsSgQYNgY2ODkiVLqtpsgUKEsA04A759+4bp06dj165dWLlyJbp165bpqCcsLAwLFizAiRMnMHLkSIwaNSrLD/Pjx49Rv359vHjxQq1HickkJSVhxYoVWLBgAaZOnYqxY8eqbLdTTEwM7t+/n27U+u+//6JMmTLpYgpUrlwZP//8s0psFSh8CNuAc8jp06cxZMgQNGrUCKGhoTAwMMiw7O3btzF//nxcuHABY8eOxdq1a6Grq5utdqysrFClShUcPnwYXbt2lZf5CiE0NBTu7u7Q1tbG1atXUaFCBaW0+/nz5xQ3rNQC++rVK1hZWaUIa48ePWBrawtra2uIZSfNEhBQCwTRTcWnT58wYcIEnD59GuvWrUO7du0yLBsUFIR58+bh+vXr8PT0REBAQK5W7AcOHJji0aCOxMfHY8GCBVizZg3mz5+PQYMGKWQR6d27dzLnWz98+IDKlSunjFjd3d1hY2MDKysrwVNAIF8i/NV+58CBAxgxYgS6dOmCkJCQDEer//zzD7y8vBAWFobJkydj9+7d0NLSynW7Xbt2xZgxY/DixQtYWFjkuh5FEBgYiIEDB8LS0hK3bt3Ks30k8fr1a5meAvHx8WmmA1q3bg1bW1uUKVNG8BQQKFAUetGNiIjAqFGjcPv2bezcuVNmcBmSOHv2LObNm4enT59i6tSpOHTokFzmYbW1tdGjRw9s2bIFv/76a57rkwfR0dGYMWMGduzYgeXLl6Nnz545WsWXSCR4+vSpzJGrpqZmirDa2tqiW7dusLGxgZmZmeApIFAoKLSiSxLbt2+Hp6cnBgwYgC1btqQbsZLE8ePH4eXlhXfv3uHXX39F7969UaxYMbna4u7ujl69emHq1KkqH9WdPXsWgwYNQr169RAaGgpDQ8MMyyYmJuLx48fpPAXu37+PkiVLpoxc69atiwEDBsDGxibT+XEBgcJAoRTdZ8+eYejQoXj9+jWOHj2KmjVrprkukUhw+PBheHl5ISYmBtOnT0f37t0VtlJfq1YtaGtr48KFC2lCQSqTHwOud+zYMeVabGwsHjx4kC4a1uPHj2Fubp4ycm3VqhVGjx6NypUrZ3sxUUCgsFGoRFcikcDX1xezZs3C+PHjMXHixDSj1qSkJOzfvx/z58+HhoYGZsyYgc6dOyt89JkcBMfPz08lonvo0CEMHz4cbdq0wdatW/H8+XNMmTIlRWRfvHgBS0vLlCkBZ2fnlNQueZnPFhAojBQaP9379+9j0KBBSEpKgp+fH2xsbFKuJSYmYufOnViwYAH09PRUkhLn3bt3qFChAp4+fQo9PT2FtvXhwweEh4fj6tWr2LBhA54/fw4dHR18/fo1w9Qu8p5SERAoyBRqP93ExET4+PjAx8cHs2bNwvDhw1OmCeLj47Ft2zZ4e3vD3Nw8JcyiKhZ0DA0N0apVK+zcuRNDhw7Fly9f8vSInpzaRZanwLdv32BiYoKXL1+iTp06mD9/PmrUqIGyZcsKqV0EBBRMgRbd27dvw93dHQYGBrh+/TrKlSsHQDpHuXnzZixatAiVKlVSm5Q4jo6OmDJlCmbPng1DQ0OEhoZmeY9EIsHz58/TCWtYWBg0NDTSpHbp0qULSpQogTlz5uDZs2e4cOFCpgHXBQQE5E+BFN3Y2FjMmzcPGzduxOLFi+Hq6gqRSITo6GisX78ePj4+qFGjBnbv3q02KXFcXV2xe/duxMXFAUA6n9jExET8999/6YT13r170NPTSxHXmjVrol+/fimpXZLJTcB1AQEB+VPgRPfSpUsYNGgQbG1tcefOHZiZmeHLly9Yu3Ytli1bhoYNG+Kvv/5C9erVVW1qGlq0aIG9e/em/C4SiTBnzpwUkX348CHMzMxSRq3NmzfH8OHDYWNjk+UccG4DrgsICMifAiO6X79+xbRp07Bv3z6sWrUKXbt2xadPnzB37lysWrUKrVq1wt9//602gvPt2zfcu3cvzbSAvr4+YmJiAEgXuxISElKmHCpVqiQz0WVm5DbguoCAgOIoEKJ78uRJDBkyBM2aNUNoaCgkEgmmT5+OdevWoVOnTrh06RIqVqyoEtuSU7v8uKAVERGRJrWLi4sLvLy8EBkZiZYtW+KXX36Bl5dXrtu9c+cO3N3dUaJEiWwHXBcQEFA86iG6kZFAQAAQHAxERQF6eoC9PTBgACAjFm0yHz58wIQJE3D27FmsX78e1apVg7e3N/z8/NC9e3cEBQXB0tJS4eaTTEnt8qPAfvnyJU1ql+Rsr5aWljJHnVWqVMG1a9dQtFRRLMZiBCMYUYiCHvRgD3sMwAAYIeM+iYuLg5eXF9atW5ftgOsCAgJKhGSGR82aNalQAgNJJydSLJYewP8PLS3pOScnabkf2LdvH83MzDhy5EiGh4dz9OjR1NfX56hRo/js2TOFmCuRSPjs2TOeOHGCy5Yt45AhQ9ioUSOWLFmS+vr6bNSoEQcPHsxly5bx+PHjfPbsGSUSSY7aCGQgnehE8fcXUr20qEUxxXSiEwOZvk8uX75MGxsbdu7cmS9fvpTX2xYQEMghAK4zA11VneiuXUtqa5MiUVqx/fEQiaTl1q4lSb5+/Zpdu3ZlpUqVuHv3bg4dOpT6+vqcMGECX79+LRfTEhMT+ejRIx46dIiLFi2iq6sra9euTR0dHZqamrJFixYcOXIk16xZw7Nnz/LNmzc5FldZrOVaalObIorSiO2PLxFF1KY211LaJ1+/fuWYMWNoamrK3bt3y8UWAQGB3JOZ6KpmesHXF/D0BKKjsy5LSst5euJaYCA6HTmCrl27onbt2vDw8MCwYcMyTImTFfHx8elSu4SHh+PBgwcwNjZOmW9t3LgxhgwZAhsbG+jr6+fiDWeNL3zhCU9EI+s+IYhoRMMTnnj44CEOtD2QrYDrAgICqkf524CDgoBmzdIIbhyA4QBOA/gAwAqAN4AfQ4jHFS2KibVrY+fDhxg1ahRGjRqVLRFMndoltcA+efJEZmqXSpUqKTW1SxCC0AzN0gtuOIARAG4AMAKwBIBT2iLFEophSeASjGk4Rim2CggIZI16bQP29ga+u0UlkwigNIDzAMoAOAqgB4AQAOVSlSuelISRX77A6/FjmVtkP3/+LNNT4NWrV6hQoULKBoKePXumpHbR1NRU0BvNPt7wRgzS9gkSAXQGMAzAKUg7pxOAWwBSOWIkFkvEhYYXMAaC6AoI5AeUO9KNjATKlgViY7Msag9gFoB0SWzEYry/dQt3IyPTCeynT59QuXLldAFbypcvr7apXSIRibIoi1j80CehAOoB+AIg2fmgNYC6AOalLSqGGM/wLFOvBgEBAeWhPiPdgIBsFYsA8ACArG0MCYmJWF69Os7UqJEirG3btoWtrS1Kly6t8iDgOSUAAdkvTEjF+AdEECEAAZiIifIyS0BAQEEoV3SDg7Mc5SYAcAHgCqCyjOvFEhMxt1cvzNu2TQEGKp9gBKcf5QJAJQDGkM7jjgNwFtIphubpi8YgBiEIUaSZAgICckK5w8KoqEwvSwD0A1AcwOpMyok+fZKfTSomChn0STEABwAcAWAK4DdIJ7ozyA35ER8VYJ2AgIC8Ue5IN5PALATgDunUwlFINSdDFOS2pQr0kEmwGntIR7fJNID0EUAG+ig4fSIgUJBR7kjX3h4Qi2Ve8oDUQ+owgEwTwGhpAXZ28rdNRdjDHmLI7hMEA4gFEA3AB8BrAG7pi2lBC3YoOH0iIFCQUa7ournJPP0UwHoAtyF9kv75+7FDVmEyw3ryI26yVDSZbQDMIJ3b/RtS1zEZHm4EM69HQEBAbVCu6BobA+3aAT8EYCkL6fRCLICvqQ6XH+8XiYD27TMNgpPfMIYx2qEdRJARlGYJgI+QdsYxABXSFxFBhPZoL7iLCQjkE5TvXzV1qnSKIDdoaUnvL2BMxVRoZT6pkiFa0MJUFLw+ERAoqChfdGvXBnx8gBwG5Ia2tvS+WjL9jfM1tVEbPvCBNnLWJ9rQhg98UAsFr08EBAoqqtmm5eEh/enpKd0SnMmuOIhE0hGuj8//7yuAeED63jzhiRjEgMi4T0QQQQta8IFPyn0CAgL5A9Vt3/LwAM6fB5ycpB4NP045aGlJzzs5ScsVYMFNxgMeOI/zcIITxBCnm3LQghbEEMMJTjiP84LgCgjkQ5QfZUwWb99KtwiHhAAfP0r9cO3spF4KBWjRLCe8xVsEIAAhCMFHfIQ+9GEHO7jBTVg0ExBQczKLvaAeoisgICBQgMhMdPNXdBgBAQGBfI4gugICAgJKRBBdAQEBASUiiK6AgICAEhFEV0BAQECJCKIrICAgoEQE0RUQEBBQIoLoCggICCiRTDdHiESit5CGuxUQEBAQyD5lScrcOpqp6AoICAgIyBdhekFAQEBAiQiiKyAgIKBEBNEVEBAQUCKC6AoICAgoEUF0BQQEBJTI/wDMoQMqNIJ1VgAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "visualization.genome_graph(parent2)\n", "visualization.genome_table(parent2)" @@ -231,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -243,31 +163,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+-------+-------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 19 | 20 | 21 | 22 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 | 1->5 | 5->4 | 0->6 | 6->4 | 5->7 | 7->4 | 6->8 | 8->4 | 0->9 | 9->3 | 1->7 | 2->8 | 10->8 | 7->10 | 10->4 | 6->11 |\n", - "| DIS | DIS | | DIS | | | | DIS | | DIS | | | DIS | | | | | | | | | |\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+-------+-------+-------+-------+\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "visualization.genome_table(child)\n", "visualization.genome_graph(child)" @@ -289,7 +187,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -298,7 +196,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -328,88 +226,36 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "visualization.genome_graph(g3)" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 19 | 20 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 | 0->5 | 5->3 | 2->5 | 0->6 | 6->4 | 2->7 | 7->3 | 0->7 | 1->8 | 8->4 |\n", - "| DIS | DIS | | DIS | DIS | | | | | | | | | | | |\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+\n", - "| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 |\n", - "| 0->3 | 0->4 | 1->3 | 1->4 | 2->3 | 2->4 | 0->5 | 5->3 | 2->5 | 0->6 | 6->4 | 2->7 | 7->3 | 0->7 | 7->8 | 8->3 | 2->8 | 2->9 | 9->5 |\n", - "| DIS | DIS | | | DIS | | | | DIS | | | | DIS | | | | | | |\n", - "+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+------+\n", - "Disjoint(g1, g2): [16, 17, 18, 14, 15]\n", - "Excess(g1, g2): [19, 20]\n" - ] - } - ], + "outputs": [], "source": [ "visualization.genome_table(g1)\n", "visualization.genome_table(g2)\n", @@ -420,18 +266,9 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Group #1: ['g1', 'g3']\n", - "Group #2: ['g2']\n" - ] - } - ], + "outputs": [], "source": [ "NAMES = {\n", " g1 : \"g1\",\n",