From 3db2c033eeec9f8f0625a0ec0c6fa92a2c060506 Mon Sep 17 00:00:00 2001 From: mmcky Date: Tue, 29 Jun 2021 12:41:36 +1000 Subject: [PATCH 1/3] [FIX] Fixes short_path image generation issue with pylab clearing output before saving png --- .../short_path/Graph-networkx2.ipynb | 70 ++++++++++--------- 1 file changed, 38 insertions(+), 32 deletions(-) diff --git a/lectures/_static/lecture_specific/short_path/Graph-networkx2.ipynb b/lectures/_static/lecture_specific/short_path/Graph-networkx2.ipynb index 609277d35..f9fd7aa1e 100644 --- a/lectures/_static/lecture_specific/short_path/Graph-networkx2.ipynb +++ b/lectures/_static/lecture_specific/short_path/Graph-networkx2.ipynb @@ -7,9 +7,9 @@ "outputs": [ { "data": { - "image/png": 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vXsWZM2ewefPmSrOkjPsuWTv0bblHilDdu3cPvr6+iI2Nrdi6whJ7JjkrCnw7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\nJ4QQgfj/0sez8X8EqOwAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -20,7 +20,6 @@ "import networkx as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "import pylab\n", "\n", "G = nx.DiGraph()\n", "G.add_node('A',pos=(0,100))\n", @@ -47,7 +46,6 @@ "\n", "nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, rotate=False)\n", "nx.draw(G,pos, node_color='lightgrey',with_labels=True, node_size=1000)\n", - "pylab.show()\n", "plt.savefig('graph.png')\n" ] }, @@ -58,19 +56,9 @@ "outputs": [ { "data": { - "image/png": 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GRgaJiYmubppXkcB3BzYb5OZqD2H/979GSxHvLyxEn53Nu4cPM7J7dzKTkxnXq1fjG4s8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\n", + "image/png": 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\n", 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Wls+HPUgL3+WsVmudJ/15eXnk5eXRo0cPSktL6dmzJ2vWrKFTp04a1dIzmM3w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\nuloNdvz4cQYNGsR9993HE08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- "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -81,7 +69,6 @@ "import networkx as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "import pylab\n", "\n", "G = nx.DiGraph()\n", "G.add_node('A',pos=(0,100))\n", @@ -111,10 +98,26 @@ "\n", "nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, rotate=False)\n", "nx.draw(G,pos, node_color='lightgrey',with_labels=True, node_size=1000)\n", - "pylab.show()\n", - "\n", - "plt.savefig('graph2.png')\n", - "\n", + "plt.savefig('graph2.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ "nx.draw_networkx_edges(G,pos,\n", " edgelist=[('A','D'), ('D','F'), ('F','G')],\n", " width=8,alpha=0.5,edge_color='b')\n", @@ -123,7 +126,6 @@ "\n", "nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, rotate=False)\n", "nx.draw(G,pos, node_color='lightgrey',with_labels=True, node_size=1000)\n", - "pylab.show()\n", "plt.savefig('graph3.png')" ] }, @@ -136,14 +138,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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Xp/wBcc7x1IEOvH66f8rbrHPZ0drsxYcaK1Fmo7JNIVHjOvafDE36/MyqMsypoZPnhSYZ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\nJ4QQi6DAJ4QQi6DAJ4QQi/j/8pz2/Km8h/sAAAAASUVORK5CYII=\n", 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sJhE2k4jI8OS6FqIANNipjkW1KXZbeY5UxbNMwatXppRTRUM3GAxW5JuTxjlHIBCAyWSC2+0effz//qUHb3x4LufX2o0i1i1w4ooFLjip8EzVY4yhxW3GkQxDDM31JhhoPLeqFVJoBzgfvBNH9/TKlHKqWOjKsly28ZZcOOfo6emBw+GAJEmIywpeOzmY82u2LvfiyjYX3XiZZlxWA4wGhkTy/DXFADQ7aVhhuphYaCdHTf/RWRHpxZ16ZUq5VSx1fD5fxb85aaqqwufzAUDOZbppbW4LBe40xBjDbOf4m2VOm4F6udMQY4XXa9ArU8qtIldrenKylmKxGGKxGOwmA1bOcWR93XyXGfNcNHY7XTXVG+FxSBAFwG4WsWiWVe8mkSKlx3yzPo/zAaVnppRbRWYvnDp1CqFQqNyHnVJ9fT1aW1sBAImkgqisIi6riCVVxJMKTKKAeS4LzUwgpEqkF1dwfv6mGRv5uzCmS1gNmVIuZR/TVRRldNvwQj333HP45S9/iRMnTsBms2HJkiW45557sHLlyry+PhQKQVEUiKIIoyH1B9SpJaRqMZYKWbDJj6cVkymbN2/GwMAABEGAwWDAJZdcgm984xtoamoq6DhjM6Vcyh660WgUjLGCx15+8Ytf4Kc//Sm+/vWvY+3atZAkCXv37kVnZ2feocsYQzQahcORfXiBTE/TYU09qYxiM+XJJ5/EmjVrMDw8jIceegiPPPIIvv/97xd0jEpkStlDNxaL5Vz3nEk4HMZTTz2Ff/qnf8LVV189+nhHRwc6OjryPo6qqojFYhS6M0g+a+oTiQQikYjua+pJZRSTKWOZTCZs3LgRjz/+eMFfW4lMKXvoRiK5C8dkcujQISQSCVx11VW6nJ9Un0xr6qfq6aTfmKFQCOFwWPM19aQySn1Px2Ix7N69GxdffLEu55+o7KEry9lr0GYzODgIp9MJg6H05hRzflI9yrWmnnOOaDSKo0eParamnpRmOCGjPziE/sAQ+gZC6A+E0RccwhXLPbAUUb7zvvvug8FgQDQahdvtxg9+8IOi2lXuTCl76BbzRnE6nRgcHEQymSw5eKkm+/RViSWe6WPG4/GKr6kn46mqisFwLBWeA2H0BcPoD4TRHxhKPTbyJ/3YuaHM07N++8StaJlVX/D5d+zYgTVr1kBRFHR2duLOO+/E7373OzQ2NhZ0nHJnStlDt5iLesWKFTAajXjllVewadMmzc9P9DcT1tTXgviwPBqU5/+bCtH+kVDtG0g95x8cQjKf3S2nICulHUMURVx99dX49re/jQMHDhScMeXOlLKHriRJSCSy16jNxOFw4POf/zwefvhhiKKItWvXwmAw4M0338Sf//xnPPDAAwWdn0w/M2FNvZ527NiBH/3oR+Cc47Of/Szuv//+vL5OVVUEzkUz9jz7gyOPDaQDdQjhSLzC/5LJ+oMRLJjtKvrrOefo7OxEKBRCW1tbwV9f7kwpe+jabLaiBp63b9+OhoYG/PCHP8RXv/pVWK1WXHDBBbjnnnsKPj+ZXmbKmnq9HD58GD/60Y/w1ltvwWg04pprrsH111+PRYsWAUgF62v7P8Cu/zo8Eqjnw9U/GIFSYk+yXASBweOyw+uug8dth8ftgMftQJOnoajj3XvvvRAEIbV8fPZsPPTQQ1i4cGHBxyl3ppQ9dC0WCwRBKGqKx5YtW7Bly5aizy0IAk0Tmob0WFNfTI9HL4qiYuBcZPRX93WrFkIynL+x9N577+Hyyy+H1ZpaEn3llVfit7/9Lb785S+PfD3Hi/vew7/9qlPztjtsZnhHwtPjtqf+3zXy/w118LrtI393wF1vhSBMrkwQDofh8/kKypTdu3eXpf2VyJSyh67VatXtZhbnfPTCI9ODnmvq9fqA5pwjEkugPxBG70Bo9Ff5seOj53/NT/VGx76n+l5/YlzoLl++HA8++CAGBgZgsVjw/PPPY/Xq1RVpu8EgoNFpx6yGMb3RkdD0uif0Ul12WMzGks850zKl7KEriiIcDocu66Tr6upoNdI04/f7NX9Dcc7h9/szrqnvHQjhW0/twktvvIfLV7ThyQc/iXrH1OGcTCrwD0ZSU52CY24ujYyP9gVC4244xeLlm4a0bNkyfOUrX8HGjRtht9uxYsWKgmYB1dstoz3P1K/3Y3umdSN/TwWp02HJ2ButpJmWKRWpp+vxeBAOhzV9MzHG0NBQ3NgP0Ueha+rT6+lFUYQoimhra8PHP/5xbNu2reAgmLimXlFU/Pg/Xsc3n/z96NQlX8/bmNvswnVXXjQ6zSnbDaeBQX0X5dx99924++67AQBf+9rX0NLSMvocExjWrVqIBpcdXtdIuKaD1GWHyVj949s9CROMY2rraoExVvD0snxUJHQtFgssFgui0fz3JysVM5hwTjbAqHAYctWLI1WjmDX16fX04XAY+/fvx3e+8x288847eOihhwo699g19X/c9x4+841fom9g8gfAv/z8JfzLz18q6NiV4KqzwtuQ+lXekKHn1dfXB6/Xi1OnTuE3v/kN3njjjdHnDKKAa69YjmuvWK5lk8simlDwv147ieff7cO9l1qwoF6EQaMqgekcK7eK7RzR2tqKo0ePatPbZQwmZxPisoozg8NosEmwmQSas1vlSllT73A4sGHDBjQ2NuK2227D9u3bR+/W5yO9ph6ChK33/m8oJaztL4bJaBj9NX7sr+8elwOzGhyjd+49LjsaXXYYpdxv1ZtvvhkDAwOQJAlPPfUUXK7ip1hVi7+eDeGxF4+hOzQMAHj6b3E8eJlNk96uIAhlL+mYVrHQlSQJzc3NGkwFYjA6GiGIqX+KyoH+IRmRhIBGu0S1c6tYOda0X3TRRZg1axYOHDhQUOimz3/aHy9L4DLG0FBvGzfVKT0+6k2HqOt8wDps5rJ2Cl577bWyHUtvsqLi52/68Ou3z47bR21wmOM/Pojj1mWWiZUgy4oxhqampopNK6zoxpQulwvxeLxik94ZY3A6XRDsLsQnbLYUTaR6vY12CVYj3VyrRuVa0+71enHuXO6NSLOdf8WSuWhw2rKOyQqMYeWFcydNdfK47fC6zvdIG502GAx0nZXqxEAUj+z+AF3+yUOTrS4zPn3FQtSp4YpmitvtrugCmoqG7thll5XYo97tdo8WJQ7FFQQjyXGfjIoK9IZkOMwq3DYDBBpuqCrluh56e3tRX1/42nzOOURRxPvPfQuP/vAF/K7zELpO9Y97zaUXzMVrT3+pLO0k2amc498PduMn+05BzrDP4dYVTfjs2rkwSyI4twOofKZUSkVDFzgfvGazGT09PSXVxUwTBAFNTU3jPo3qLQZYJAH9YRkJZfwPIhxXEEuo8DgkmCXaxLBalOPX68OHD6Ovrw+XXnpp0ee3W814+P4b8fD9N+KdI6fx09/uw+7X34XJaMA/f/HmkttIcusJDeM7fzyGQ2cmTwlrtBnx5Y3tWD3XOfqYVplSKRUPXeD8J4jD4ZhUI7XQ4+SqkWo0CJjtNGIwmsRgTBn3XFLl6D6XgNMiwmk10E22KlBMnY60oaEhvP3223jsscewZcsWLF68uKjzT3TxkhZ873/cUlSbSGE453jx/X48ueckorIy6fmPLW7AfR1tcJgnx5RWmVIJFdmYciqxWAx+vx+hUCjrbgBp6d0A6urq0NjYmPcUjrisoj8sZ9yS3Whg8NglGLWc9Ecm6evrQ19fX96vHztPVxAEtLW1YcuWLbjllluKmsDu9Xrh9XoL/jpSusGojO92HsfrXYFJzzlMIu7f0IYNi/OfI6tFppSLLqGbVul9r1TOEYgkEY5P/hRlAFw2A+rMIvV6dVLMmvpySU8Joq2dtPfGiSCeeLkLwejkG6mr59bjS1e3w2M3FXXs6bCXnq6hq5VoQoE/LEPJ8C9ttBtgN1Hwao1zDt9gBOfOnKzo9J9sGGNYunQpLRvXEOccp4Ix3PnMoUnPmQwCPvfRebjh4lkz/r2oyZiu3qxGEXNcAvxDMqKJ8b0qk4EWUWjtbCiOt08Poj+SQLtkgEtMQuvp1FSnQ3uMMcyuN4MB42YZLZllw1c3LcJcV21UCKyJ0AUAUWDwOiREhlX4IzLS/XuaRqad3vAwDpwZRHd4ePSxnqQJTjGpaTsqtaaeTI0BMEkC4rIKgQH/7SMtuG31HBjE2rm/Ujv/UqTebHaziBanKevUMZ/Phw0bNmDZsmW48MILsWPHDo1bOfMMRBP449E+PPd+77jABYAIFxHl2vY4K7WmnqQMDg5i27ZtWLp0KZYtWzauDkS6h9viNOPfbrkI2y9rranABWpkTDcTzjlCcQU2oziuQE53dze6u7uxcuVKhMNhrFq1Cv/5n/+JCy64QMfWTk+DMRkHzpzDyWD2wkdznRZc0mRF76mTmtTpEAQBixYtmlE7R1Sb7du344orrsBnPvMZJBIJRKNROJ2pebayouLH+07hzstbYZZqc3inZkM3LX1nM5sbbrgBX/jCF7Bx40YNWzW9hYeTOHjmHLoGIsh2cc2uM2PlnHp4R+5SBwKBitfpSE+qn4l7pFWLUCiEFStW4Pjx4xnfVyrnNT+kVzNjutnkCtyTJ0/i4MGDuOyyyzRs0fQVSSRx6GwIR/xDyJadXrsRq+Y40VxnHve4FnU6Kr2mngDHjx+Hx+PBnXfeiUOHDmHVqlXYsWPH6D5jtR64QI2N6RZiaGgIN998M773ve+hrq5O7+ZUvYHIMP79nW683585cBusEjYu8uD6pbMmBS5wvhfqcrnKPptEqzX1BEgmkzhw4AD+4R/+AQcPHoTNZsNjjz2md7OqCoVuBrIs4+abb8Ztt92Gm266adLzNT4ik5GscigZvi9OswEb2hvx8Qua0Oq05AzUdPA2NzeXbUsYQRBGj0lTA8tv4orPlpYWtLS0jP52uG3bNhw4cECPplUtCt0JOOe4++67sWzZMjzwwAMZXxMZVpHMtNJihlMUBZdeemleOzbbTSKuWODGjcubscBtzTvw0r3SRYsWwWrN/+syHcdqtWLRokU0pFABsYSCXX/txfCEmglNTU1obW3FkSNHAAAvv/wy3YSeoObHdCfau3cvnn76aVx00UW45JJLAACPPPIIrrvuutHXJFWe2qHCLsFuqp07sDt27MCyZctybhBolURcMrsOixrtJRWQlyQJbW1tk9bUK4qKbDms95r6WvFudxiPvvgBFnps2LB48r6ETz75JG677TYkEgm0tbXhZz/7mQ6trF41P3uhGIPRJILR1IR+m1FAQw3sUHH69Gls374dDz74IL773e9i165d457vGxpG39AwlnrtMFRgt9j0mvrX/3oK3f2D8DgkSAYBVrOEVk9dVaypn+lkRcUv3zqNZ/efgcqB9Qvd+NJV7bCZqO9WCPpuFYhzDnXM51QkoSI+OAyPXYJlBu9Qcf/99+Pxxx/Puntvo804Ov2rEtLbcJ8dEvGFn783+vhdG5fgqf++omLnJSknB6J45MVjONZ/foeNaELJOiWQZEdjukVIJMdfaooK9IRkDAzJUDmHonJEhhXIivbVs8ph4i8/u3btgtfrxapVq7J+DU0FmjkC0QT2dgVwZjA+uqPD5379zrjABYDj/ihMVB61YNTTLRBjDG6bIeMOFaG4gmhCgcpTG2QyAE31xmmzWwXnHGdCcRhFYVyvde/evdi5cyeef/55xONxhEIh3H777XjmmWd0bC2phL7wMO7793fRGx6GySCgxWnOuF9Zg03Cl65qh1RjS3jLgUK3COkdKoLRJM5N2qHi/P9zAP4hGXOcxrzvwutVD7QnHMfbp8+hd2gYmxd7xj336KOP4tFHHwUA7NmzB0888QQFbhWoxLXy432n0DtSH2M4qWYM3I5FDbivYwHqLbSUuhgUukVK9XhTOw1n26ECAGSFY2hYybjlyFixWAz9/f0Ih8NZK98nEglEIpHRu/QOhwMej6egu/TBaAJvnApCVTkum5taiPD26UGcCcXzPgbRV6WulaN9Q3jpiD/r8zajiPs3LMDHFjfSnOcSUOiWyCwJmOM0oj8sIypnHsMdiCRhM4kZxz1lWZ60x9NUE0rSb7JQKIRwOJz3Hk9RWcEfjvQhPtIdf+79XmT5rMiqo6MDHR0dhT96waYAABDnSURBVH0RKYtKXiucc/zzS11ZjzPfbcFjNyyD11G5m6W1ggZkykAQGCRD9k9+zoH+sDzhMY5AIICjR48iGo0WvcqNc45oNIqjR48iEAhkPQ7nHK8dHxgNXABZA1ekXkxV0eJa+f1fezMOJaS5bUYK3DKhnm6ZTHX3fnhML5hzju7u7rIWd0kfMx6PZ1zyeuDMuSmHEGbZTVjVUo8mx+TaCEQfWl0rrx+fvEHkWPVTDI+R/NF3skzqzCIUNTV+m6kHmZ7DW4k3URrnHMFgcLSGQZpvMIpD3dlXkZkNAta3NWBOnZnG6qqIltfKVUsasf/UuUmvsxlF/N08Jz770XllPX8to9AtE0FgaLBLaLBLUFUOWeUYllXEZBUmA0O9JfWtDgaDFStfCJz/VdRkMo3WHDjcm3lBQ5rdZEBLPS2ZrTZaXiubl3lhFBn2fBDAkll2XDynDi31ZtRbDPRBXGYUuhUgCAwmgcFkEFA3JstkWa54oW4g9Wbq6emBw+GAJEnwWI3oDg1nfb3HZqxoe0jh9LhWNiz2YMOE6YKk/Ch0NeTz+TQrC6mqKnw+H9ra2rCqxYl4UsXZUBwmgwCHyQCBMTAGeGwmLGq0adImkj+9rhVSeRS6GklPYtdSLBZDLBaDxWLBugWTq0GR6qT3tUIqi6aMacTv92te/JxzDr8/+2R3Up3oWpnZqKerAUVRslbnymXz5s0YGBgYt4tCuvhMvkKhEBRFoXKH00Qx10qm6+SGG27Agw8+WNBx6FrRBoWuBqLRKBhjRfVennzySaxZs6boczPGEI1G4XA4ij4G0U6x10qp1wlA14pWaHhBA7FYLOP6eC2oqqr5+CApHl0rMx+FrgYikcjUL5rB5yf50/tnpff5awENL2hAluWpX5TFfffdB4Mh9WNavXo1vv/972t6fqKtYn9WY68TAHjggQewbds2zc5P8kehq4FS7kTv2LGj5LE62gZv+ij2Z1WO66SU85P80fCCBvReRqn3+Un+9P5Z6X3+WkChq4Gp6tzO9POT/On9s9L7/LWAhhc0YLPZdL1BYbPRMt/pothr5d577x03T3fNmjXYsWNHUecnlUWhqwGLxQJBEAqeCrR79+6Szy0IAi3tnEaKuVbKcZ0AdK1ohYYXNGC1WnW7QcE5h9Vq1eXcpHB0rcx8FLoaEEVRt1U+dXV1tKxzGqFrZeaj0NWIx+PR/M4wYwyNjY2anpOUjq6VmY1CVyMWi0Xz8TI9zklKR9fKzEY30jTU2tqKo0ePajJmJwgCWltbK34era1Y0IAvb7tk9O+rFs7M3hldKzMX47QERVOBQKDi27AwxjCrqRmNDe6KnUMvnPNxG38ypLZHmmnOxWTsO3IKs8UYxAr+89IbU6b30yOVR8MLGnO5XHC5XBUbs2OMoc7phr3eDUWfYlUVxRiDKJz/MxMDNxRP4g9H+tAtG9CflKBU6POZMQa3202BqzEKXY2lexaVCN504DZ6mwAAsoqM28GT6jU0nMQLR3oRlRUADKeSZvQnJaT69OWTDtympqayHpdMjUJXB+ngbW5uHreKqBSCIGBWUzM8s5rHhXlCoeCdLqIJBS8c6cNQQhnzKIPZ2YDZs8t7raSvP6q1oD0a09WZLMvw+XyIxWJFjfMyxmCxWNDa2gpJkpBUgWSGYQWjCMyU38T/9V//FT/+8Y/BGMNFF12En/3sZzCbzXo3qyQxWcEf3u/DYHx8acX2BiuuWNAAgbGyXytEHxS6VSIWi8Hv9yMUCoExlnMZqCAI4Jyjrq4OjY2Nk6b6zOTgPXPmDNatW4e//e1vsFgsuOWWW3Ddddfhjjvu0LtpRRtOqvjDkV4EouMDd77Lgo72RggTeqPlvFaI9mjKWJVI90AURRndgjsSiUCWZXDOwRiDJEmw2WywWCywWq1ZVw8ZBIBzTLoBk1BmRvAmk0nEYjFIkoRoNIrZs2fr3aSiJRQVu4/2TQrc1nozrmybHLhAea8Voj0K3SqTXgZa6lJQgwBAzRy8JhGYrkN5c+bMwRe/+EXMnTsXFosFmzZtwqZNm/RuVlFkRcUfj/bDH0mMe3x2nRkbFnogTvHpWK5rhWiLbqTNUIylgjfTHM+EkuoJT0fBYBC/+93vcOLECZw9exaRSATPPPOM3s0qWFLlePmYH71Dw+Meb3KYcPXCRhim+68jJCsK3RksHbwT378c0zd4X3rpJSxYsAAejweSJOGmm27Cvn379G5WQRSVo/NYP86G4uMe99iM2LjIA4NIb8uZjH66MxxjgDSDgnfu3Ll48803EY1GwTnHyy+/jGXLlundrLypnOPV4374zo0P3AarhE2LvZAocGc8+gnXgJkUvJdddhm2bduGlStX4qKLLoKqqrjnnnv0blZeVM7x2vEBnAzGxj3uNEvYvNgLk4HejrWApozVEM4zr1JjSM1qmK4316YDzjn2ngzgqH/8Vjx1JgOuWzYLVolmF9QK+mitIbl6vLI6vXq80wnnHG+eCk4KXLtRxDVLvBS4NYZCt8akg3dip1blFLyVwDnH/tODeK9vaNzjVknEtUtnwW6iWZu1hkK3BjE2Mpww4XEK3vL7y9kQ/toTHveYxSDg2qVeOChwaxL91GtUOngTSmp4IS0dvJJQnWO8h4778eLB06N/v3hBAzavrM4C3O90h3Dw7Llxj5kMAq5Z4kW9mWof1CoK3RqWK3iTamqOb7UF7/5jfnzjmf2jf79r45KqDN2/9Yax//TguMeMIsPmxV64rEadWkWqAQ0v1LhsQw3psKWhhsKpKke92TDuhqVBYNi02ItGGwVuraPQJamba2NuoIss9Yex6uvpTgeCwOC1m7B2XmpHBlFg2LjIA6/dpHPLSDWg0CUAUtPIjCPBS2FbOkkU0OwwQ2DA1Qsb0Vw3vev9kvKh0CWjhCxDDaQ4ksjwsYWNmFNPNWzJeRS6ZByBZa63e9ddd8Hr9WL58uXaN6qKKYqCSy+9FFu2bJn0nCQKmOu06tAqUs0odMkkmYYW7rjjDrzwwgvaN6bK7dixI2vBnanq4ZLaRKFL8rJ+/XraqnuC06dP47nnnsNnPvMZvZtCphEKXUKKdP/99+Pxxx8v2y69pDbQ1UJIEXbt2gWv14tVq1bp3RQyzVDoElKEvXv3YufOnZg/fz4++clP4pVXXsHtt9+ud7PINEChS0gRHn30UZw+fRonT57Er3/9a3zsYx+blnu1Ee1R6JK83HrrrVizZg2OHDmClpYW/OQnPxn3/ExfLpxQVL2bQGYIKnhD8vLss8/mfF7lqUUVM3GWVExWcCIQxQWzMm913tHRgY6ODm0bRaYt6umSskkok7cCmu7iSQUvHOlDaDgJRaXeLikd9XRJyTg/H7YJJbWUeCb0eIeTKnYf6UMwJkMUGFQO0MY6pFTU0yVF4zz1Rxn5kzYTeryyouLFo30YiMoAAH8kgddPBqCoHLSXKykFhS4pWq6au/I029p9rKSi4o8f9KM/khj3eFxWwMHBqAQbKQGFLikJY6kdJsQMOwwnyhy88UQShz8MjHvsZG8YwaHhsp1DUTlePuZHT3j8Mb12E65e5IGBVp+REjFOvyuRMuAje6tNHFZgGCkXWWLnMDqcxOr7/gMnesOTnrMYRfz5ezehvbm+pHOoKscrXX6cGoyNe7zRasQ1S7wwGihwSenoKiJlkd7afeINtHL1eF85dCZj4AJALKHg/+w5VtLxVc7x6vGBSYHrskjYvMRDgUvKhq4kUjaVDN5Fs3P3Yhc21xV9bM45Xj8RwIlgdNzj9WYDrlnihclAcxZI+VDokrKqVPAuaXFi88qWjM/NabDhpo+2FXVczjn2fRjEsYHIuMcdJgOuXeKFRaLAJeVFoUvKLh28E4dxOVLjvsUG79c+sTLj41/etgKmIsKRc463fIM40j807nGbUcS1S7ywGmkaOyk/uqpIRaS3dk8oqbBNU3nqMYbU4wYBEPP86P/IYi+Wz3Ph8IfB0cdsZgO2X7Uk73b1DQ3jrVNBqADqTAYcD4wfUrBIqcC1m+itQSqDerqkYliWjS45ABXF9Xz/522rx/19+1VL8u7lqpxjT5cffZEE/JHEpMA1GwRcu8SLOrOUf4MIKRBNGSMVx/nkHu9YBiH1J18/eP5d/OylI7jiwmY8cfeavL+uJxzH8+/3ZXzOKAq4dqkXDVZj/g0hpAgUukQTqgokstSLYQC0+G3+T6eCeDfLtLOPtDixvIQZEITki4YXiCaUHB/tHKlQriTOObomzFAY68MJ83MJqRS6W0A0wdJ3zrJQeO4egKIoiEajiMViiEQikGUZnKfqIEiSBJvNBovFAqvVClGcPMbbEx5GPJk92a1GmhpGtEGhSzQhMoCz7D3ebHkci8XQ39+PcDgMxhjUDF3iRCKBSCQCQRDAOYfD4YDH44HFYhl9zUA0MenrgNTQxlynBWvmuQr8FxFSHBrTJZpK195NquODVpowdUyWZfh8PsRisaJKKTLGYLFY0NraCkmSMCwr+PU7Z6GMFIdwmAy4wGvHggYbrLQAgmiIQpfoRlVTU8cEAOniXZxzBINBdHd3l6VuLWMMzc3NcLlckFUVXQNRNFqN8NhNJR+bkGJQ6JKqwTlHd3c3gsFgWQuFM8bgcrnQ3NxMtXCJ7mj2AqkKlQrc9LGDwSB6enrKelxCikGhS6pCMBisSOCmcc4RCAQQCASmfjEhFUShS3Qny3LZxnBz4Zyjp6cHsixX9DyE5EKhS3Tn8/k02+xRVVX4fD5NzkVIJhS6RFfpBQ9aisVimp+TkDQKXaIrv9+v+ZbmnHP4/X5Nz0lIGq1II7pRFAXhcOYCNLn84Q9/wNNPP41jx47BYrFgzpw5+PjHP45PfOITeU8JC4VCUBQl45JhQiqJerpEN9FotOB5s7/4xS/w2GOP4Y477kBnZyf27NmDr3/96zh48GBBN8gYY4hGo1O/kJAyo8URRDd9fX3o68tc3zaTcDiMq666Cg8//DA2btxY8vm9Xi+8Xm/JxyGkENTTJbqJRLKXWszk0KFDSCQS2LBhgy7nJ6QcKHSJbgqdLxsMBuF0OmEwnL8Vcfvtt2Pt2rVYvXo19u/fX9HzE1IOdCON6KbQkS2n04nBwUEkk8nR4H3mmWcAAFdddVXBx6ORNaIH6ukS3RR6E23FihUwGo3o7OzU5fyElAP1dIluJElCIpG5uHgmdXV1+Pu//3s89NBD4Jxj3bp1MJvNOHr0aFGLHSSJdv0l2qPZC0Q3hc5eSNu1axd+9atfjc7TbWlpwdatW3HjjTcWFKQ0e4HogUKX6CYcDsPn82XcgqfSBEFAa2srHA6H5ucmtY3GdIlurFarbjezOOewWq26nJvUNgpdohtRFHXradbV1dESYKILCl2iK4/Ho/ksAsYYGhsbNT0nIWkUukRXFotl3FbpM/WchKRR6BLdtba2atbbTd9AI0QvFLpEd5IkabJTL2MMTU1NND+X6IpCl1QFl8sFl8tVseBljMHtdsPtdlfk+ITki0KXVAXGGJqbmysSvOnAbWpqKutxCSkGLY4gVYVzjmAwiJ6enrIsmhAEAU1NTdTDJVWDQpdUJVmW4fP5EIvFilpAwRiDxWJBa2srjeGSqkKhS6paLBaD3+9HKBQCYyxn71cQBHDOUVdXh8bGRpoWRqoShS6ZFhRFGd2uPRKJQJZlcM7BGIMkSbDZbLBYLLBarbTSjFQ1Cl1CCNEQzV4ghBANUegSQoiGKHQJIURDFLqEEKIhCl1CCNEQhS4hhGiIQpcQQjREoUsIIRr6/2zJZ4gtIhHkAAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -154,7 +156,6 @@ "import networkx as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", - "import pylab\n", "\n", "G = nx.DiGraph()\n", "G.add_node('A',pos=(0,100))\n", @@ -183,21 +184,20 @@ "\n", "nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, rotate=False)\n", "nx.draw(G,pos, node_color='lightgrey',with_labels=True, node_size=1000,edge_color=weights, width=4.0, edge_cmap=plt.cm.Blues)\n", - "pylab.show()\n", "\n", "plt.savefig('graph4.png')" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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GDRrEpEmTiIuL0zosnydJwItcvHiRd955h6VLl9KmTRsSEhLo0qWLfOIXPuW3335j4cKF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\nay7YAAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ - "" + "
" ] }, "metadata": {}, @@ -244,9 +244,15 @@ "\n", "nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, rotate=False)\n", "nx.draw(G,pos, node_color='lightgrey',with_labels=True, node_size=1000)\n", - "pylab.show()\n", "\n" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -265,7 +271,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.2" + "version": "3.8.3" } }, "nbformat": 4, From d85c793614c4caeb076fa7701eff3c30d7b4d026 Mon Sep 17 00:00:00 2001 From: mmcky Date: Tue, 29 Jun 2021 12:48:20 +1000 Subject: [PATCH 2/3] exclude execution in the _static folder --- lectures/_config.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/lectures/_config.yml b/lectures/_config.yml index 6125be3d1..4f68694c1 100644 --- a/lectures/_config.yml +++ b/lectures/_config.yml @@ -6,6 +6,8 @@ description: This website presents a set of lectures on quantitative economic mo execute: execute_notebooks: "cache" timeout: 600 + exclude_patterns: + - '_static/*' bibtex_bibfiles: - _static/quant-econ.bib From 91e3aecff3ccf8a7ca2909731e8cca1150cc5702 Mon Sep 17 00:00:00 2001 From: mmcky Date: Tue, 29 Jun 2021 12:53:50 +1000 Subject: [PATCH 3/3] enable execution of lecture files only --- lectures/_config.yml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/lectures/_config.yml b/lectures/_config.yml index 4f68694c1..749435459 100644 --- a/lectures/_config.yml +++ b/lectures/_config.yml @@ -3,11 +3,10 @@ author: Thomas J. Sargent & John Stachurski logo: _static/qe-logo-large.png description: This website presents a set of lectures on quantitative economic modeling, designed and written by Thomas J. Sargent and John Stachurski. +only_build_toc_files: true execute: execute_notebooks: "cache" timeout: 600 - exclude_patterns: - - '_static/*' bibtex_bibfiles: - _static/quant-econ.bib