matplotlib.pyplot.gca
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matplotlib.pyplot.gca(**kwargs)[source] -
Получить текущий экземпляр
Axesна текущей фигуре, соответствующий заданным ключевым аргументам, или создать его.См. также
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matplotlib.figure.Figure.gca - Метод gca фигуры.
Примеры
Для получения текущих полярных осей на текущей фигуре:
plt.gca(projection='polar')
Если текущих осей не существует или они не полярные, будут созданы соответствующие оси, а затем возвращены.
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Примеры использования matplotlib.pyplot.gca
<img alt="../../_images/sphx_glr_pyplot_scales_thumb.png" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAEYCAMAAABFglBLAAABxVBMVEX///+KioplZWXW1tbw8PD29vbS0tL6+vrQ0ND9/v7g4ODl5eW+vr7p6en+/v/s7Ozb29v09PTv7+/8/Pzq6urg3996enrY2Njk5OTU09PR0dHPz89nZ2dqamr19fXu7u708/Pa2trj4+Pe3t67u7v8+/tbW1uioqKnp6eNjY3Ly8vV1dViYmKenp6CgoIzg7pXV1eHh4f39/etra0tf7i0tLTd3NzNzc05h72xsbFtbW2WlpZUVFSRkZFdXV3IycmmpqZfX1/z8vLx8fFoaGjn5+dzc3NSUlIle7ZwcHA/ir99fX0/Pz93d3fh4eHCwsKawd2qqqpam8hFjsGampr3+v1LksPHx8f4+PjI3u6/P5TlsWRvNq3t7dNTU1hn8qpqanT5PHBwcHB2urOzs5GRka10ubp8vh8r9NwqM/Y6PKlyeHw9vqJt9g2Njbz+PxopM12rNGCs9Xm8PekpKTt9Pm6urqwz+TP4u+ryuDFxcWgxd671ugddrPi7fXd6vT+//8mJibDw8Ouv8speK9dlLu5ytbX1dP//fuYssVJh7Jtnb6IqsKPtM37+PbH09t5pMLr8PMWFhbV3uPi6e3p5uTM0NMV6LujAAAgAElEQVR42uyc+VcayRbHr6hAKwkYUAIaY1QUUGhAoogLGreWoCLbIGtwQdwVRBS3aCZnkjN58/LOmT/4dWNiXKBEaVBIf38oY990d9mfrrq3blUXACNGjBgxYsSIESNGjBgxYlQQqUxd8mKtO09VgkBGh5LzRfsyjZYgEKO8tgVMgq5z8t/KXSVAde/sNMiSArJ86mqfhOYPezKADnl5sqZUgHRp1bAZGN/0Q3tgamkWHJPGpenKzcBk+dMHMt5taQiMY6ZNY9tZS8kAUWgxixxUxibL3pjKAtAkGuzjWHaLoO7t49pxeL3ZYSyD8rPaUgISUIKf1X3W36YxCgeWBjcVnKX6ogDCmgUIvNW0Qo2lu8SAvO0UWahOir8phgYtZ0laFEDq1MCxKBsc8LJkWkjDrFaNLSmhVwPagKNMpVt6P3Cm5ViKoYWojNzNss42mX9TwTqrKhEg/vLkOexWw5tegF61QgJibbs/KdwdK4K6c/2gVA+8IAck2reWZmZM+WT0QlldNuFmnsOTkagh0FbOPAZGaLkrKel0lSihrXeYs7q7H61xnKvFh21zkd/19DJIjU4yEKos42Vg3kYeW1W6mSN9p4xRWCUOrUTfeVczIPDWZwceE0/kM7XGKmqKgyhpnqUFeNLkOZqAcqq6yELWJzKpq6NAwM/Uk+7KiBPKxchb8wdQZp7dCiroBp5soRPlaycg0qZXy2hflYrHD/+tIYRqnyJTAlWspEXrUB7xmfIwTCHS5XsOsR/EboxsiTryxuabb04JG+nyjfoF1SCThxyOShrLfpZl7+gylfPcgWi6+13UD9YKrX64sjouxQQZDiukyAvOnIHEGT+7kvq2hIEEFmfRQWN79umKrtM0varQMR8NJAmNBCkB2hBA7l4F3IHAjBAASkfhLF+sj5jPN5Ei0gk4nd08EWZ1WxCWUW1SpSZL5YizK8PvpJWPg8BBBsb0MLs5Lvx2b3Wma6LY7NZtZBGpFkqe2ALEcb2175V0AVEQQHpYUHFBNmgy8vKLFyBQNCtVHYLMqtjBmUVsJMoc/eiKbO59vvx36S1pbcOmXwqA7UcutT893Uvqc6rbHypTMxmS2aUEnZmSXg9aDMXZT033TxZIhazF02f/rNiMxP4Z+rWHW0iGloI9W4JNDDdf/GCvEp1WdUvkaFxTl2WCJG/CxMb7Lu6rEsg72Ek5fCw5lqFQ1dTUympbqzJrMZFEdKsfIGwVoqrLk9urNT9Q+rfg6gN/1PvCkYTp1ts6taVrJxbCNYa0CT9Dtm42tj3w6mn2l4z0qk3op36CzSQscxO/Ui/wUnlh6UoIJhDjVFd1q+5lq4JeSGd+tbp3EHEZTC7ImsLJ1upQ2KanDrGk8uTtWxo6toTPj6QfSLikXHvBOJYsihqSKd++XyxZwOFceqe9dWwNWJzGfSGoO8odjXKos2p3xoYPh6QI9zmBPfdQHTkuDgV9l4C8bcN5RtIbfNqIkp6C4N3O2JdWMZuhr2lB8S5cbyyDNkASaPefLaQ+H5iY8WL42Yv6S3iW8/TjkNKD4iVsKYChgcAwVrUu3kBgsXmDndcZoPBtvPdur+MGhiWGpD1jQseDwMyz6IfyPP1cNRm0Nu3fYl90nFPoyPaUgMSt+NW54OB/BwY0gdka8EXxHFbJBxzZjdSLzEgW0F89ecY5yEtZDYgpw1IPHTkCxpw+074BMs+dVJaQJaD+BzkAATgAw0tRPLFcxKOeu743hs5WMXul8sqLSArhn3IDUhXzkA8+1+jNj1ui66Fth6QXCwlIJ6N4zDkBARTTubk1LHQ2o4ZN3ijC8ueB2Z7SwgIFiUOnTkCkdQ9FMjW6ZwvaMfN29aQKZf0e+kAiW0T4au/F7DLcp4mIi7KY1gXqIYh5TBA4GPCbLjGo3BAlg9dhNnmm4t7ss9lFQDISGvq4Y7wzjmPAcRHRG6MfwvSZXlW14K4IRq6lpJ6EkAajXVtfoAao3r85xRuAYEs7xwf3rQWwKmvh724YSexnG0uq5BAlMOQZGEg0lTPvyLfFjefPyxyu92clhaOO7Mq6t0oiSRIc7M4de0v61YDfnDrNk091P2VeeuyPEdRs35lwXmP5GIhgbydAsGgELCywNIsxWd0dPMPKZfLPj9nczNKquRJuSjzPNL8xwx5ban0G274nvzrlnmRRxYS+T2BZLfIoRE8C16913eSbXKx8EDmjdAxDCAYbhJrLuozmpoVbUauOsltGdBFl2Uloifw8bY1i2VADx2p//XvmksfDGWZXHwcIGOavbo+03zzxPlsm6yATn2dHHyktz4oyqrouxvI8sHfuD4Syi65+HhRVs9Un5Dnh/M69ZsCRlkxO74G9AHBevuH7gAyt603uDZiWSQXf79xyLPpuMtwCjQCucupO/dXCG84xv4HGCBp9PqT3ZWRxwOBoJz63LZLb098zO/KxSIGsr5xvI2YDKUbSDxKeH1zGDK5+BsDeb5vw/U+DAoGJOTSH3gQycXfHcgaETz6L/LLY1onqISHem8oY3KRARKPEGTrEHXTDiRD2OtcObZmTC4yQODIbg4DcikpzWGv9fgIGCCZgMQixE4c8gIkfdiL+a61DwbIjeaBm8NXUyd5d+qnQcIHDJBMQHzEShwKCcQTNM8BAyQDkLiPsD6HggKxEjd5MEAutWXTr13LZeUfSOL21FdxAOmZ6tNRcePA1EzegMS2L9clFgrInD4CRQlkrH+vboB8ClMqaVW+gJya8QUoLBCnK+gsTiDUBFUnBgLLuFF5cYT2CaqE3nY96z2W63fqV55S0p0WSFi/CsUJ5McULvus41wjy8MULlv67fizSXJ7Cjej7jWFOz9clQ5IDI9AkQK5WOSA1S5hFRM62hc5cL78L0L4dLK0ixwyCL3IQehXk63Tr06CsKmmSQh9LemAHOiXixUItQyI16XC1OOTih9dFo0+xHNgMNyeGczFh7h7NQ7gtfX2v5lWa9Xd0JeqJwZD7YBhFBBqoxShaxvSbEcCkneA2K2EBIKykkBQ5nLq1nQtlGuuAs5Mkv6vcBMufbpJ09yc+oAD3n8AxcVH3C+NexhAjXrUou2or+fOm7j19fXsr8Qnaf1tcXnKepSQZu5Mkosy86hbs+nYOCBv45BQ8Hgl7ZKC7IAoHDDZCqqL7ZuUfV2k58N0IFdhQiG1G5BQKNwyr3wRphHGrhCiVF+JMGLd1RjK3MGnKjD6dAeGHithP8oQaufWQlSgbget41oacZ51JdsbJlbTn/o7j9RjNsK3BfQDwVonNDOLGoXmWv2wae2vpaTrrshzBsg1vXuTwF37mQejuQDhyeUzIBm6vsPTtfmQUzzTrX9bIAufiUgc8gIkg7DdX2HvKr7KALkqT5Swh5HpGvpnDK+ufg/pTxggV3DMefWHYigwkKvfh+zrlxkgl1pfIbZDTYUGAvD2V5eVMDgZID9xHNqJhVz2ywIattaIBoEBklJ8zYDvrMJjALm6+YwtygD5P3vn/pc2lgXwYwBpAIsK8lARqRoEA4ZnFSRsEIiIYFVacSw6xcfo1L6mrZ2hj9k67uzOo5/Ofvaz/++Gh3aB5HbEIkTm/gAfOLnJTb6555z7OreY7j5c9D56V92XdXUq69Osk52Fnb+AFE3p5hmOVgBxO86AHK1ta0QNRLtyUvqW5cyXALKx7d3+tq5z8epUloc9axi+nn4HYgYSwbrIUujb4Ptw40D2FzZ3cGgdkPPwTOYnawcgaiBhEuwY9yzHuwLr5X8aCBP7euG7qhAhlwgTC6ApRSU1NjamLn2w8KO4gVSGcNMBbaKoui4eSNk/8PHw7R/+LxVIubdXn+/9bCBlwa6TyP17d8UNZDkKRhIgv4e9p0caCDWuVn44vfdGrf5ioca1yrD2M6HGeXhUAphZRrefgbiBqImVhDXvw0dGmco+AxcLxv9801vfzX6pYPwTDams8voQS8+9+yIHAnrXCwgXtxXOGRow6g8WF3m6Vltg1Ms2xP9xZkPsQC7TDnn5w/Qqn5PZOiA/TB91MJCNNe8zXhPaspa6/87Mzc4F8r33qUAb7OobhpURQ/+HNehYIA+920Lq4eprSGWN4djvm50JRPbPbw4X7gh6/C1QWWUvy//HamcC+fcvizNvhMWtM+q/Pe1EIEd3ZhZQsRhaCOQfzzoQyP7MzMHPqFgMLQTy66OOA/LV/YWnzyfQe1C1zO21nD7sMCBHb1bf3m/iHlSXdHv1p/udBeS+17u9A+0H5MztnTrd6SQgLzlX9111X1abub0fTzdED2TCX1zSgGvPl+cJAvlm83xPifYDMnldgMidJHUbQJmIE3Y0kI2ZT3tKtCkQ/KP3e7ED6SY0uQDHZR4mKxtmC4yHvPIefpo/3czNiScuMYT7s/eB2IHkykO43HMIzILwiGH//tvfYuqr2Jy4oRHDcyCCE99FA2Q8AXqG+9YkS2s+BcbUB346XfX7r2Jz4gbH1M+B/Ch2IApWH3L2TmV1uoi7/A/PrBN8f3qzar1H8zYnvuCsE1xTBeSHmXei97J8ZGp0diW1h0UnBY36gfeguqe9XYw6/rXOUw3keQe0Q/A7b2vbvy0Eoh4b4aqgRVb+1ZeNaz4B+dfrxZfXH8jNR/WBjloHxG17bAUDiZlGlMFgMA3HlU3HPaXZ76/XniCBjCDLNahBKnf0s9ZLrwrIM56o+a0Dgo/YMmCz4fEVd6+/d2TXWdwzOutxYCGlQnHrw2KvQjilC+oFKp34UZnt3WmUeH2KE6eZpgcOuPl6gae/rpU2JJSBxDE4ukp4dAHrBJdl3BcPaZXKng+Lt5SIFPajpMpCGiGMDU0hM9stxYPIpgN5VRPYsy2ApHyQsZ1VmXKmTEllfYccUv+syppASQfaQmV96z3E2wtIJOnqmwyMEfkqReYrb3B/eAjX26g/mF7lnVnSQhsSYtlM1sZkqt4TXF9a0oY/PbjeQJ7PbPO7kW03QFVep/7V6qPrDeSNV6Cd1Xa9veXlCE/WHl5rIJrDzbviAFJZ0vZk5tX1BWK4uX/PKzRC3X7jIaVJDkcz+9cWiGHsYEF4R7M2HVM/mn5zDYDgvED++7sXUf3bdNbJ0fSO6IHgk3RAyX3P0tGx/wfyn1PUUqQ2VVkvvRuiB+JnDRnu3g3swItE+Z/SeMjR6hpi8eQlh3C1TRjCLQNZED+Q4zhYGBzWo2AoBlIeTCaX7BKJ/qdff7FIhNNgXoJKu8tIsb2gR0iNKu7D4rmYysqVWupHmw9EDyQXh14aoBAFJSUHMA8NUWmpVBqxWOalwilmR0mlt4ZQ4nm/ESXW2ovXP7kYkJitWEP+LlGLHsgUJfPEpeaBuchxtGzey7Hf0atwZWiVJb3MrBN5SWV1NxTJwSJ+IBobQY+9CEKQOJ+XJUoglcnWZjSQPqR4UI6SDqCB6Pu/lNur7YOsm/uKVH6TMZlM5vb73TLhpL6NkrpjgzJUSutRueft3Ec2HL+QysqTGTl3YaMSdWbZrhZZLrsUdVN6BSqvuzvGXdpNxr58wzBBYhgW3dqKYsKJWBpGSIepJVTmYXYPJWYel64QuhCQseAcV6Lo0hyyXEsEhkqPGYQwuseizh1doopiqv/LAynHlrdaUaHnB0zIwPR2HVLss6HEaqx8VAPFBucy8sIJPY5KmBaVOTSLPHcyDI0U+0+ncjAXoZQOIDPbk0ixD/n2m7HGS+0soCu/BSnGkC5ByIfMnLRDU1NvL0o6ir5xLbpwaaRLkD1pvNS7aBUeliLFJ0gvayqNfgm18FfqpKQWeJlksaI31l+s3BHed0LO+frq/rNj6hzimLtybjOP2NzD6eDR4mllPQ1pY6FsGnXxpPJYcWuLGF89yI5w9XpU6L7VMXnJG+U+5nnyxmTF07qhckxzTAhRPYvg/OIpE5MHFUVNwm2CCNbfPp6gwENRORgnqJX6fgFTQgWTBKUCH0V56toSJOaamCI4BytN0s7sxUutIAkn78wRD4a58P4AHYhkU/RwvV4bYVPFltggWClquU5qNcW7NTaaloCDINZrpUpTlLTIkzSpBK5NJ2lS/WCVdoLviWiUkCc1xFCM7cFUZrZera7EMfOcQkJpiak0G6kRGgiPPStlDTcINWUZY2vazThzMsJq454+yuJ0ZOlCAzY96GZO+NtaE+zAi6Q8tTJuynbV+RR4MKHjSpsLKFl1ga6dvzhE5Iy4hBrxxJWseZmpFa8EIOmwk9mgS0/JPInm+FlTNEgpAStlC6nncMDyTAwCqrrGrssfmCJggj5h3EDXGu/we1fUIWFglD6hAYjagOQelnJlKQPoZk3d0JW5eLHJXehyCDSkqT6dDzyuYAYKproe1sy6U5UAJaMyQXau9r4n33cx47kU+LFxE/Sxtao2Rg9TBocNwgmPDtJUtilAJAT0U/xOoDXh1nJAyBM6Bqa66m3C1o9tJAdknXYDUVt/w0ugIIxFIGECgKpx5DTx2V3ST6ch5TPdAJejASB2cPG76wN0mOMMX3cFg7Bc67Nnt+LkUlccDEx+GNxztfdtpeAkoIpDL5aPQoStbfrN6vRO699sUEjMpkDRJCDzrDFH8vXs4A7MrMGZY+OcNLHi36rrudEvO/Z2CfsyHWHyt1lZrbrdGjjGRudujDMRomCn3NXSiS17P+tPZm6xBpstNjd08WJ3uWLFBZP1yU8d4+AJaE2+At2jq617mu5819wuq7DG1axlFqtVOva5nkxSWRw3MrN+T7RWHEq6Qy4j0eMKcQUP6ppjQ0DFYFN8/7v3qGgIjCStgrEoPctzhCEJBYbTHd0YU28efSSnjLhzG8FOMnVGYhzDMhplgFgBc5zINKCM1SmBbKElU0AhcxGuLB4ikjx9vvYQeGhTGsZpTFL/EjJxA5RGVnP0cF3bUpvC4gY8SKSkxWNicOVJ8+eeFN5I3cWrPxo8AW+pi8XmPbO8asIvLkMWqzmlvpJkTYmkxZWrsvF61h1TXsuWZSYgkoLO0lUGPg02m+gffjZIxlVON2c/ZE5H1KZ0kkZwBECbZIJyGAjEM5n/sXcmTmkkawBvkAANGA8QgiYeqCjIKYLoiAgCcokElEMFTZR4IIfRqDGJlmaTfTFvX+0m9fbvfTNoXoxKJ8oMM1jbVdEKHz0zNT+7+zu6v4/BD292gJRmVA5g3zimC7lVoWBe01jjQCbSpyPcdA/QauCJJhVMm6QGAoiGbc5gMC015x1MBsIezi+rgpxU3qT7Im/MdD7RxJ01DsQUTDUDzAMMKZDHTYFxEMp0an2SvAT0pPmZdoAxGshjXQCAdMpjA4m83JKGOl3NT1niEU1QJMzE05PioByoPEAY7OjzhPI80JYRpSHo1zAaCI4CKPtdEwBkuPcDSGcvCLjAaDAAeEHuNyC+weAeNLIleT7PxewRsjvFEwa5KnZv6wkxQoyemgdiyoxnRMD8ZRgH0gpUPgKI9gl4GpzKyIEtr8k8YbKW5eAo0/jfkiKTduTrGjOJeN5R64v6YJ0a193t+GoBLYNAIgQ8i7gD/0SgJvxCLRajlMEP71SAB211uEnXLrcELYkWCCx2J7gHTZS+Wbk1q1R5dQ08fwNLa3jMu0eW4C52s7NEbtQd1sLzJ3YDmBP80/5pP2utol9ozykUn0stt3tqSZUe6yfiQwrmvCkdi8VSSaUqVvlm9KGkKp0HKQ5Mo69NfMd3S93TNIZfU+XRIW/s07FQzWdEdZ4OIK9durUqSMEZQ1dpKZAgtxlB9I6zBHI3NZhEu1NLkV3ZbYsTl3ZUhB4gv9Yo/vmNyzYhelNXSyncNsrEAvcVHmk73/1+yzOGAuP34sTlG5XHEWRMLXBfMZDB1TsAkdj66AUCB+4jELi6dIl6PbN8ByPdauDQBefvhr3sFZP4o+ToXsQ5ZY0vrn+4A5PyMIY1Awvp7A6RwdJDdiPqt/khuP3lcAP/i3gJIaLW0txMqWDSvIYtn9wCIuHC0Ei7GrF5/8c3K0bcNArc6p37aZ4SMGCE1DaS+BYC5zdfbC1avNbYRXtn54Uj8FSCJ1OzlNxHSmnECcUwOoFgshrw+HQFEHPiyTC+Q3BmndoFIPr5dx6eo4uKLZ0fX86NdAdKsDe5dkqoDmQSIK7VjgpDOqOuCdlbJ9BBpJr7rnuWBoDen83mVAJmsSSAP117kijG9fimcLFdV7NqU5bkMBDQYEiCwC1il9LDi7sYA/rhNuuAXVh2fz31ub+WXb60iNVo8jJByT+OIzr9/PiNuLVdKagnIw81wUa+PbG+/R2XXvQbERwAZ0eGN8OILcSC+HqA1lhZzs43YcQqb27Xa3kSCN+BOoBq/Ayke7kQIeV0KlHT9rIH45SJthPSmWikGcpCL6qMb+2vzoAOZ+/36CCH22NcRrjthaYRAEJi4GCHfWz8ZhuHdp6yHxbNOcqcsHqajEshWMjIUW0xu/YKlfgVIrygzfelYwyMs/7STWEMaKQBy90W9EPuzYiAKo64JuHW6R4DjdjcAhY1CIJsxb2QF/prr5KqWtYvZLh3CabRhsxJwiF09emKiF8hW7N8VAxGYgm44OtvHToywVH3w0bc54IZyFdf9TbdKz7SV80YuF1ohPz0TfM6m1zB8RQIQAMbck1MPeg2Ckr5i0hBjImQypWVEzmwu143Iq90SR6bd7lJfStEtee3/7Q/B5asNrKKuHTokeu3dDki+jnYgzoqBwLF6t4HHc8jOF/V+Yla2zM5mSlnlV1dRqee7DlFSQV38/+KQ4M93xa//vfz1EFeN6m05xX8ozLfcqDJC75S1RgYQYGhOTEmaxq7c6FemrF+vsFPY9r6Zv2oYkldhhynOxR0SgLhZJ4EQ5hplQQrtkBXrDZlbKUiCSXc8ZCf6qWIgnJQohesrp73UGYaFsHd7DVQDSIjmiOERCUCot9TnlobeoLy9JAL5VpyYNiD+GgCytV0mSSgFQHoc9AI59r9nPpCX78ok/qYAiIVmtXfT+p7x3t6VG2vzkABEUFIAYQvxhI8s56dfU+P0jpAD/Uemx0MKC0uQEiDaceUIkbzzMbsf9GtcqlKASkpzgOqt/m+mA9n3li3cXFkdw6n6LkMTkKQTkqkGQwswECaReG98F0BIAEGl4ZM7kWJ+AiXFgZQXLsYGOogHYC6Q+UgRUgJEpgSdSiH+r3/ixO2zpU56AGgKBL+wBtra+M/t/LbyjS9St6EaUsyfOSx/be6HBRFxay5zA1THQ+ULFVQEpNsAnESiopANy7ibsdmx5/gSMggntFAshnUSItJerkEuR4xqbQ9QnS3C8teGkZysgXgA8gJUzuWRBJlAsvoCNUDaDTMj7JAdCJ1PXQn3ZPwiaRHN8ZCFxUaSdy52xDEzmUCKiAJ2lS3qateoYNgGltlSNxCxfRdeNXqBzPuzloqBtEg9TtA97WkE7kYL/vp3U2QCiYapAnJzozdAldQ/q3yEPOrJuCG1f8QxuIdhy3DVdhFRJsPb21XwI+rz3D9v72J0nozd72Nuzthgr7L0ehRpLTEmSIqHqF8PfSz7DQriIRflKmgDsrFBRnUEOFZfb+DxxkuHbzgzM8SeDpIihsN/WBFi8iOGNAeoYCxMSrkKQ0PvlLD5atJHMmLqsuI2QkxBTJ1eb+9b3AiuHIhCeuKz9Gk0GBV2SARVUoyCRb19lsYRMh+JQBKANNlX7c1ALodUAFmoLhA4IKXR27ujf1GtatF3BxKuLhD+NI1AwkNbDAfCGYhlqwvk1EUfkH0vERdlOJDo6+oCMdNnh7zwvoTMB4Is20wBEPoMw2feYmmbE7OByJFVgisDIggYCUVdpjMKgVN1vhGbvhGyE1k414qYDeRvZJXgioAkNLuYRwycytTT0V6WzmwoxbJFjn7iVxe6Jpe8HSlu7UX6/m5611lr9GIjh4zDbCBJqoCEDHDSIAGSdFN9XqhsAa5DvMue5gST4Pa9Wob0INgtSPFhCCF0tw1c+0jy5t3nrxdeB3UX8YmGmQGqSTt1QOrG8dEhBGJsfDRvUdYDTw/exdT32CYUCEL2AZSXLHQoQ3ngBKcWVGc198q1Q12f371UKC+Ey+5AB3MBOJ8bz2gCkj91AP3GAcSeQWnOA4+GC99HZh2SZiykLlpBFdno1dF/aV9Toyespzv/ZtUAYFG32Ot3QhMKs0uMI1Pe87fYtUDVHNZ/Q8LJaMXdeen6DFlWhZvxg4aZMCSIvSrVdHFH32VgWyGo0O5H7Ytkw1EPY0Nkgak81N0p7rOxaoCKSQ3vP7cldLtJANxj+1N28gD8jlWqC4QuFstIJtvNqxDC/tz15QNcoGIRoFcc7meugJdvhsN5D8fIuDOQHglILcr3w2fpvspB4K/66MXRb2/mN2cu0H7IxeIeRp0EfXi1C5XnshYwD095SJyHqhFyJQIw2cffkeI4zOIa/NXRfgPef8tp6xlykdIy9eVDf3Q0tu5Muo4uUDUGnBIVMNKNDQ4JERKgu5uHiJxAacNmRKh42wb1VshQ0k7h4n7qxm16wQ+y+aW9Pql7KuynUkG0j4qVV6kFHGRYBie5e4+Zd3Juaj2UeZ+LzzbX48ORSMfwmuoElNka1mTPVzy1N6/9NkqA5FTEzGcO84u+a3WpfDBFlCgjXAm2yEPj73J6gKhZMoqJNcX9NaNbLKA8PbWhmF44N2pMhCy1V7xQbiIa7eLK4VylnpNAVnRr1EHBLfUibn8f+yd+V/a2BbAL5sYjUWESsEKtkqUCBIEkbVqFRcWlU1RxAWXuu91b+1g1ZnXaTvzpvP/viRg61O4GiQInbk/RD8cbiB8c+9Z7j0nslgbeRocjeTO7KXD7whVjnPKrXcv7Z+OQ0InRQVk373KGhDEYOPaEYBgLboaoNP2epKa1p+DETL3J+n1Rd16S2Bx5SB8RyyrqIAcQx31HER7uwGi9fmFEqKefsQxoqoKZVvATKj+lWzCnbHjLaoc59T2/r9Fo1MAAAw6SURBVIwgQr4mZFTALBKRV+S2gFlOgSwGxlkDkloPQY4aPB4R0QpqR6kSf7Z5A/MSfyXyy8vLmrPffv90bjFZgoFPv511KC4vSxTMS/yVKuIFXOJv1b0NWANCrxjS00NVXzn5T5fi+pTFqAjmxunCxGbQ7baMbE6MLa8C+a/3jvamuVGqCnfKOtVfsAeEWlP3yazqvRJNraRaY8To+DvfzkyHPNlY3l8cMemjW8MnyxsMo71Fp0OWTSwCAYMeA5/XiYR8ThFQGaoraU3PaLP1xsHxlN7kDkyMrY4zjvYWI5CDj19ZBPIAx/DyC9iYGY5a9MGlheU3TxhGe4sXyOHH5kIEEn5zdrwU1Lu
<img alt="../../_images/sphx_glr_image_annotated_heatmap_thumb.png" src="data:image/png;base64,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</div>
<img alt="../../_images/sphx_glr_usetex_demo_thumb.png" 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
<img alt="../../_images/sphx_glr_mathtext_examples_thumb.png" 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
<img alt="../../_images/sphx_glr_trifinder_event_demo_thumb.png" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAEYCAMAAABFglBLAAABTVBMVEX////39/8JCf9ycnL+/v/6+v++vr4AAP9paWkREf/b29vt7e2KiooYGP8UFP/r6+v9/f/p6f/m5v8oKP8dHf8iIv/19f9eXv8lJf/s7P9VVf8sLP8wMP8NDf/Cwv9tbf/i4v8/P/9jY//V1f/Kyv8fH/9QUP9oaP87O//v7/9aWv80NP/y8v9zc/+rq/9ISP/Nzf/S0v8FBf+Vlf9LS/8aGv+Ghv+6uv/Gxv9FRf+Skv++vv/f3/94eP99ff9CQv84OP+jo/+Bgf+Jif+goP+np//Q0P/Y2P+wsP+trf+3t/+YmP+cnP+zs//b2/+MjP/Pz8/d3f9aWlrz8/N6ev/39/dfX19TU1Pi4uLHx8fn5+dsbGyvr6+Dg4Pw8PBlZWWfn5/W1tanp6f6+vqOjv/8/Py3t7eYmJiPj4+QkP99fX13d3d3Z2c6OjpLS0voIzG4AAAgAElEQVR42uyb6Vvayh7HQwRpfG7SQAIEkhD2JSxB2ZVNlEUQt+PW2mP1FOuh197//+XNhMWQxHse7HPbCvN9ITCZjDif/LaZEUGgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKDejMz368upjbdK5Ozbv5ZR/3767U3h4uvde/B6/fgVQT4+fjKP29/9sZSWf73223/F94/fP4CXs8fLTxeXjzd3EyDvlxLIxtob+JLvAJBPa8j6zf0lcn/5oDTeQCC/TE8AyF9/Ivef19eQ67MLBLn/9u37LQTy+1jI7cnJGbSQX6SLr9+/bfy1fnt294tiCFnaz5ghkGcgd49/n3y4RzY0WdbPAmJJbVnRPQjkH/3YzwISsspCjyCQ3wGIu92tcQCINbdb8pkhkF8HhIx30qkymyf8gS2ZByGFcSoW6GdsJgjkpwMxbe5WIxRKl4V+KImkt1CrtU5aOq3zCIvm69GsNw6B/Cwg8UyrJuVlY4getm0W0NImasFemhiB9+b4abcqcTTREA69Pgjk/wHEMntnC6ZTfipMx1KtkP25lfWALn20+Axtc9DMOcJMItAP+UwGI0Egr1YvIg0tCJkM7gsSheFSar+UnPdeEdatvBHy83mWJZhueije4XeNvG6ZhbNQ9nghkB/UDi/H60AtR/NUWdhvJ0ldjyaWGb9J1mNJ3VVn5aAW4QgsFu275JHwNgTyYxKUjLYhtDZtpGGHA7Q1fXtER437xI96zRyljNSEQH5IzjKYxfDLOZMc0NXmtP3yUAOQG1urEMiPaLOOyQmtdUt6yfe7uYi66sjyOy909AkEDYA40hDI69OrESYFY3SsWYpgrqBhD5GZS23N0XDF0Gft4Wzal2Kt/Rrm8kEgrzSPMjGyxPMtYAJFP16167sUsJDGxcX8BoF9n6JHoNlHDJAdLpw2QyCvWBjZxiXZKtKO8QNt2aUcI6emTxfd1d52RAuaFnMvhk1helxyMpZCf8xIVhNIMIePQB0n1J/dTphLz2VRHSKlv7GI9uc+Zzy82Jl+6DOA6Q7HHEAgi0WPbaKsVAxO9lgdmPG6Krq7E5LRMuKIV/WpCIQ6IWjTyod4igjYIZAFzEPCRuNljjY6V8m1RUzcnPo0TUCf+bqAY9ruLtDcgdqoLGxhkiBzr0+3Vg4ImSXqUwx7nCZGF/1Yavxw7/El4/vjiboSbCz7FJPVhJ2UfxLQ4yn0tUayakA6OXw4dUVkOaq9bNpl80NbsVnF918cgY72mzu9Bn5u00UYbEahyDq6Swvkeu3zuvzy+PR09fHr1bu/za8GYsni5Wcv5QsfGBUVYUquumn3i4PsgmKSD3T0V+zMM0Z3CovalhTI2t3JlTz7F398+M/F49r1xastpCNhx6pF8i5hOOtBUL5b/aLHWGIDXKZIgzvNEZfaXliqu5RAvlx9HJ/MQv58RD6dXQILebi4+LwoELJP+OeCeDRn1M1eU5alWJdoLJeyjsgXje7NUup1MbeALm4kb+EYkGweNwDI7dU18uXh9uoEQU6enhY9udiJEHtzQdhCjfTQQkKeCoMZf/nhDoDLeF460C9KHqHzqUCPYrpL6LIuP3y52rg1I59uzMgF8nAG4DyYF3NZln6+rNmtKNEZbfzY9RP+3Xhviw/T0ktrwE1CxK3cptdFsM1TbU7QqM03uAV+QSN5C0DWZTf18ekCefcVQe5unr59WTyGdHLYnrbOO6bmW4LnDB4FpV0/HHKfMrmk4UjHaBrxecqgLCywmFicjyXVmDa2yJFksHRp78cN88N7M/IeHOrduF785CJ5SPgzulZJnfSaBh6MO1ZqPjIBtjWCtMdpMFQfBYmUl1CsLdmV8ERfXXD0wroDdW5hoXTr7dUh5oWBHEWwgn5ybVjvOQE+ZnFPcdLHSyjwMnhAf2xhF1U2qSzc+bS6r9JhITMzi3i+pf/9ciQZLDGQhQpDsh1KHtIG5oEgrekaiMUboJna846I4B+DKBGC1v8cTM/4DpmZQ3Mf+vny7vSjx2Xwq5R0y1kKmlceSFxEURofkobJkqQ0u/fV8wka6P6s8D7XxAN+GrM7uOqZt3hdeaY2LhQPw4YnG4scl9hCo85VB1IAGWos6Ivrn003m9V7HMVy8FlQ6PIF9RWvymRy4txoFeDzevJ8B8MG3ilpP+oS4KscrjgQMqKcBclTXCwXLbS8p7bkNCy0Gtaor5uTY7JPc4/keqbXQlXnGkLqoNLFNPcpWcHQ5mNoaYKEdLp9me52yuNPUGGFhzWw6haSUiwkNOjXopEYw6N5riymjlteXxcsj+CENmsF2RXRm0uqZg91MKxOu9zMUJ9bVxkaHJXnB5lu9jyQazh4lE5IruooXeqw4KvsrTqQJpj24ux53Rxkq6I/wTpwZXXE8FxbYb46OZ4ezKpQ84WJEDMIFsmsMjAalm0yIhynS5WZTaYxq5WorDiQTaJQ43Wz7rR3Sh4wb4TBloeJLWiY8ooH8rH1+UIxw4cM0qljxTMJbZ++qowkRnR2tYGY6mWkzRsVZaQCJEyIXl1hjWtPBFWxor3UbjQ0K8OkX3veAamcM2E/GNiw6qinkBEWXGkg4O/v4AYPskmkR3lmOz6QeOlg3vMEyrpCVOCJLVS/oZtl5hGFohg3cierVo+fNdgrcSaOEWe9bFphIJuYnCL5qAMDHngJiYEagwy58mxWtfZhI/SVdlDJ1HSG5sNV++amXgSPtcB6ZHDLncwxekuwU/LIQWy0ukBMdUmOp8nEyIBHSPEg49ToPM+cz1Zt+w6bJt6UthUvZHX1tHFBnGnxA8TmLgzzpZLvBuJGxDphMG65TYRXFkgQ8Vhk3Xt6SqnwgORZiHAPeSwwNixkfXnBUeze2cYiBF8QgKZ01YC5zlP8+D0Oej0iDFHX4HChelpFWQHkz1ZXGK0Xiuk9LaUy5YVBaI4LLC4JBr4K5D0qNZ6ky0/lhuQlq4wOU5d2ekHOCLM5Zq9StKUk3lUk7bStqvBEIynMAiaxlEhUhhY2gJBFVQBpoeD0BKXKA2RAaFUMf/otJYViEVxWKA2lOYSKZNrEuXFuaqZ3BHxmDzxVk+ntC1yDM149nqdsY9KJlw1bAzKUinJpGgHJZM6qshF4FaDTuzPBfcDWtnZ0nmtLEtOMo3NlQQyJCYbE8NGUu+vZLk0loO0RSVWEDwr7g2OVItfLcKOSKKqwbaTFWIY7lD69zWJc2uyDqz1WlVp8qSU66YVBBLEpjVYmrHr/ZWsqEd7j1eZ4KpdsyRricnOrcdrPJDFXVIAotogvU9NHgDZa6k3q2YW+Q9OazmBmKYOS856sFO1v5oV50JE82jHx//fpitbimC/ytnQlYHIuQJEW+33uSnQeRuJzXbb/3em9Va2cOWf/yXvWr/Sxrb4gRKdOE0aSAKBhLc8g4BKBERB3lQQ6mN02k6XtdXOtTO3///Hm3NOHicBO/crDB/qWqkky73P3r/ffuZ65+F3AN7sfP1nhSxoSxQJb3UJP7ALcdKdliL15G1R7LhbQLNZ+O9Mc0WGXJtN0QdnTe3YeZ9H1bIwXSOW6DnRylJSlZ85rXVpctB/vL779AU8XN3+9Y9NDvu0nTQqaBNH/GF+2h1SkKVTbyigMyQdqVVnBnCEiVdQdGZqqXh0ArIRinpmK44Df0QkHXWNmF7Ln5kQ/vRxvRWC2oAA+PRx6yv468vT7Ra6+vKKP6pDnP6gGRmS/solOBBTxaFuhOdCGCTyzsRHzvi9vuQgBym2buDCqMOSRtIjFW2z332RePjxT5jW+jTK+d7/+f3Vb7cP4PVn3XFtbd29qJAF6aS52t4qfejsy3ItpTYbQo5qoulCD9cyVSJhaOZSEgJR7itFNHizECIGngVbS7/gCi2v1SLxhKq8HB6uVSspuHr4+x3QHRfYef36x68v/P4o6phySkWW8APFBRb4xpSMIfSyRtnSNpBbNg0jrlpCDDcllNRPZY3j32QOudVkwUT2oUQ23o3Zx3V2WbDZ+vetp4cP73/8+p9PO3cPP3VZOsNyYGb7bIV96ChtSLrUjhZNvO4KPuyPaLNz1y8+2p7fzKoH8jw+9rmKeeR1IxmbdNpZvzfY77PsuHz4YiJ+TcYR3r/5/vXz/cctcP399o+fs6wFO3aFyJ4V+gBdjAkxVehaopqJBGJjEqtZYbivaMT8J6qJ+3t2rl5HkimyoJQ74AwjGzntOGHuxfBwTeIQ3/8dh4zoqSuJxAe40HJV5G1GV0iwzRYJOnssW5w2iiZwPTLRq9vAQ1VpPmlmhE+ThGH2aWQkxaVGBuS13JfH9OLfERhSyZor4DuMRiKZ5WLthW5IjbOMo/zRV20ShsZtywwRbHNNePirYsUyml6exOZRkpn6QLboW9aIfCyornURhy8wrU1TiNthAdRfcrQcqqjbWpYtOmOOXp6wFu/C5086zvVE2y3FhIhNf/vORgdPn43Evd6KuyceBGEvCu3UiB4eUv8ChbgYFnTWMMEhxW96/efpYDg5bzWqo/R4nIeXb1yH+ZSs3w7YvLTtIEMUr8lskdDBs+qqWVXRwszaOL0/asTqk3J3drzo3ezF0SIUV5NpejXT2iyFBJM18tgFq0cd1JfD1iqdvCrzGY2Ner3eKEujvJWrUxTsOUaqoM6is1bd/LSeva5et6nqHiIJofvSNHwKzQiSrJwlm7VsFA1dxc8LTl862niFLFjb5wfKcT6qxnNQFkccR1EeTzBYKhXCgZPxqIWmpLR21fF1RwZ4F0sxY3/Q7KFA1HgHiqMUEpgic9zmG+l5wl8olUrBoIeiKI6DDXsHxQrDRKY23fWszGltlEIshhWsHjcFsfM8KgF/VIx2lpucYTEq31aYzoBgWSnbq+zGGSTc9on9weng5sTyU0PZzkSW6iFNzL0VV3bwnh/w23HAXQ6LvKCctgJmeLjYbIUUkMPi/Bc5hZHiEyzpaeZyKiwN8dfZ/t5BHVCtOCOGWqaEi0ZZtzDssPkutK0MmeOtoya4FCsfGVxgwhv/TaXbCl0b6sYjZ3viw0hozXzYSjuCovtQ6yrN8djqHZ2S6gmltjkJiuaQe/o4WWYat9XdNKPGcxUFJcrOsAq9DQR4lucKDWlQxpkMi6Mq4zTMpnRJ5bg4UlbSttsTzAw5c9mQ21ILkuo6LX+FZJar2ELuDfXaTpT1nI7YOWlFL+CezkBTNn9aDIKsWc9UNVUiM1d10VmGV1NsAEYnEIHL2eBf4xkVdkocivsqNewpbGQTAvtwcU+cRWunjg1/XqgyxoSnBlkMY0gvlCnM2DYABfTOn6ilGSsUMI0s1fcCXkt2PO+NAUCXbX8Kx07yghWDRUdjfSIX40LCyt7frbp6q6NQ2wDo3X9VRv25Cszrdgq2UJkZ0lTIqk70wbzHgfXuKjbt7MmWjfnVPQF/QVK3ZtfyaHykwIDrLiwn0+OOMs9ORS3ezK7jexigEVbh5N3qf4PZCIlMLjyePscJw64Ysp2iEgyeo6KPKXbID+1ZTR249fIxomExy1xnmYBOvY61AD5XZ/cwS2Ic1hEqb6bK6MOBYWjm2wClE6MQJDyJh6npBn7jjju0KiRlNCsStLP2pru1+ntC4T4VfyDqi0JRhrqTTKhjFxlzeHZr7YNhyUN9MhVApr8a45y88fM+gOYTc6t4LE9rJsiyFFEJ2Q8NM+pw2vF1Cm9o5e/Qpe90OZ5814NwvEkdjZszI7dJLGbVTlonOuA1lWaFimnHPX0zMQLFlR8V+PmdmTPbsqiHgclqN3c4LRVvkEXje48ZOrTZ0hxMCBw7pkDfKCAqRuWrLpg1c2LtQbDTvuBPBY7bc5cMbyrI4/hAcZZyt0lzWBGFPPmczLL+d+bLOLJVjY+CkEhpJSQuim1CScxolhAMMjDljtPld6tQ7GwqNRCApW2YZJCwuZRE7u6WLGCc1zlCemrO7G6qQBN0CBcnJWNL2Oe2a42SYYRlStXqrdX20kEUV5qps8lC1hwmBBxkIPMn7B8ZdSiF2AmowsPcnFVOD5LCPzbQqVsXKPZcY07GfEgYbqpAL8RJmaB2bLfbsuK5koInJsAy3Y8A7lcPNu/7MAIQj5lSifIz9yhAaCPKGJ8aSxkBTbIATATE4f1I2vFaKZAQXBtPaZe0w8UbxOCgALL9n4xuqkCN4kINnxEwzCItE0+ZCDGOGRfrsAGbFHPRXmDzrMvLEsZcq8fjw5nTO3MZsLcAg6aZlVVd8V8PoEs5jjbiGfXIYHVJJG7THNDnhW0a41jtbX4VgWT89rY5DEFyck62dXdJn4zDAYlhm3Fiz/RUSEmpQPDqAWb+AsRBuzA5GmanBnuA8VkyoQMOqmRjtzyOv5Rr2wUzrhC47MM3WTlBBtlF2LRNcB4Xs/H37Tf/x+f7+G/jjx8eVOxeDah//yXboxuUdOy73FMrlsAAeujH9FWLCOFcyo+MeMJeMy8Uo68VHu6DoWh3SKegJE4zVi6jjyAnwNV0kagIR7IYkyqhubLlLTNJHYmPtFPLxy87dBwAe3uz8uP7zldnb62wDShhCrUYtMTWcY89pZkLF3SQzqOTqOY1IBho4UGcipbE4MiIQWHNEpIlK9sFjtIeO+VSyDSKcVBpTd9+1L8cX/KLjFRdE04RfODLAbbZuCvl698ZolHt3+/XbL/efnla8nLhlbmjNWaF1LumMjCNS1uteuMd1XK9heStgHjXiOzlvPAGo8RCNUG/vwSzZWJKL9MxwP2S/jx8uami7c8pypXPgrAo+Wv1yNyaYuWbu1mnn4s7Ve/AEfrt6t+LlxH0zxpuzxolzZxQDcHllaj7erzZi9fNJeTg4fOyjdxSSGbCwSUPRblI5m2F5/GJJXmCTcSj2mmmSJBqFUdU8/ng865YnF/VWY3eUnl/CAmLekflNMAbwz2nTME6dzQ7r4LLut67vdj6AnVtdK9e+a7gEcwlD7D1VPSOafhSd7ukRyVWUJFEUMxlBEDKSfIbkuN1PEMGakWSpomJ8s9sIFGB1MRQYTdp4HymGgSlB18J1nLcVFF6EN87oj5AkvEzTtU0z1TGyWFaS4C1bWjeFvL+6+vzhl6f7/776H3dX1p02soSFDgxXcyKFRRICJBBgQIjVmEUYgwGD7bCaLDNJnGTOnXFmhiT///mqu7V0Yycx983iwT4H26LcX3dVfVXVVR9f/fnHb88+3wfEsunI2R2id/DEna8bg3UN9KJvNI6vziJxEe7La1iTwPOFqW0QVlabnwlcTegixXfFBVy0BXirCT3kUN024WK+mGR6tP2TkFgKq+scOIZoCySX+MYw0EwSQ3Ec4Jw9duwJub2fnlOfX5lf37///Ob984d4yFpwPfwFZIddxaXNuQuZa01AeF3YK/zZgsy5Fq7pAqePoRUKS0CXRGIM+AmvkswfggpL3tT2CgFdlbjeXeSENg9UYi+au4KFFLrAFvuOt+vTgLPrr7ccQeLJpQeJYZ9TsdMCNq+T7AjXWmx0mPNTy6DUY/fmqI3569k1mNISeZEQ2oma+ZRseZeq5eVUoyWd7+diV1o00Y8xw0g/xsWpSr8q8drpVYhaKafH40yCjNv2uWyCNl1ndZppyxvb312CnhAr7FT4iWacXgFkF8W2/spUC1YPPt9RMcrF5lBfj4Wt2zTRWgx4dbBLQw80UtM5KTEGFqM5AKY4fL+iOAA020yQmsGmnpa5zOkx0kMghtYl7w4aXNpP6cgVawwlvoAaL8f5E3PL4BhUCavuEUB0vCzQVAjUxKSBlHqXoc9PbbpeBGdmSozISaFY69gebhQf6zBvqKg//GhYfhJ0dv02HwNnw21VCl7HvG5KsLA9ON+1zkWrRzDAFlpweLXpWAp7DhB/lIijHrUH7Wx8bi5BuuFziTu08qfuqEjKbweaOm6hyIVruL/7gq5A0Paq4+Vz5NruBNfFXUsF4Acc0W7OTL0bcdpCbXDZPMFYrogKRm8AovJEHrRk+qd0lC9c4/5NODq2Ft8hEKodDgwVWTvmbsBOWj/ufLwFxt2OgoitpHWe1LbDfFS5B8GJ8LjXGzDSeWEEzD+e+xf5secAmQtE2H0WvJ+rNo8N2oj+gRO6unB4s1iwa96mTa75077HY77ZtOIA/mLbiU85kd3waIQg9WX26HtpCE8XLluolfYcILskeYsNUo7G3iK2ffZxsLJ0ouxSlXgZjSg8YztqKv7TD48YKwZR+gk2Jcyw2v5VevahcXima7YgIESgfqB5DpAs8W8voWHen9bi3j8L6Kg4bc5gd0m2EjDC/oLme+Tnd+BlniVmkqhApoiOm+A8eCfvFc3NUPetCmHV4x4DJFDGnFmxSm92NJ3k0iRP01wfyFqxAtHu5IgbXM0nbOOxny9qhcZ8RvYAmIIMTCCGFSOmWPICUY3Tk0FhEtWwtxv5I48BEsaqadUev6ICWjrU5bL4Zq/gHflK56ZOuWLnxAPnNO2EDh/zMiA7Jy1E/tTViEgVEklC8EeUkY7RW0z+e7DVt0TgPRZx683pFEOXNy5AJsTK+mhjvB2AFRYyyx7ElnnmAOViPTRowXowkgx6Y8N850Yi/P70Agv9F4AXtqQTEkqaXrn8M7zgccAuXCuli24LNDZYqYDMSi4CnxJ5qYuFVAJrK6Pjfl4N0zrvXISRX6XjxYAMpZgXj5PZAeb5XXq8uosAiqMR4QVwgddXSigVKIhwK2xYLK21PidaU8AoluKQ0zTG3T1HwJC5aJub59q5gHbKrAKzUnl80K2OjmFN9aCxqMFgLFDbncxKOr1UZSlaU6I3vNpqRO3U/YQBQQsQKiUNLIMSY0VPQWIqE1s82EpbAsQap0cWYgE6kRiztBQc/zGWbwi+gJIeWzoYLMaeLQAonkc7PRhQKyUIrklOmRp/Ij0bY8rVFWQFbMBobbnlryNdsNTgKj8Cv3rjutiA0KpI6vUs8S77mlg3mJlYAA4voDHSEL57FHgAAl8tSY+8nY74MsgZk/zeCvgiDW/wle0U4wOIKZDqGxCMIgw9RQgBogF+i3zQQJChc9RO55jpxdfaTpi9FRgxzVHhpFg6l0Hgy1rHCgDNtlznW7LY7EvNIVp7nVbGtoxLH8SuuS+mFNq5AJiWjYlZgrtz1Q9BcipydOB14JpEwcQKt6CxSNTy6aHL5JsGsZQOpCypQp03db519LZgTIk7LThVZorj4GmmsCb0vGdzNl31WC/zUqCd9w3HBDKiAJDknaLl7wASCyGmY99QKxuS2nYcSNXZaMTK6qxQXc9/EaCayFIOqPQgTJ0yhYcjHk6UCTFcpgqM41JwOkkiyhoroE53QQglFpnV9RMEJ8UIL/e/IW+vaGot+9ekYD4G/lqX8gQ0UUcEEqMcd2rpB4IGbG2vHR4g3v5xoSkZyqubaZXOVCwGjONmHCw5Zn9rInjzAW6qB18il4YPbytMgmIaUiYu6PmJveEAPnw8ttHP2i9+J+v/puXt7dvCEA6pm/ULJJLSQBCBdKMyTpaBaV+jdls/DaUoSuti3YwWD9sKueZ6asJMXY0cx87wb3rRpGRL0AG0g4lPwQICLjIwaDdE+RJ9Fy8oV7+CqqBqN/++/UD9e0XfDhx7iH2QAJChWG7USOHhRDX0yg04iV4d5BgAxhVnuKe2YSkO2ev4TVCour9HiComsUqRH4qhXImCL+/pb7+/QfquegOJ14R2buHAbmE1zP32iaQgFBr7pFTuzA3GVZjJQlPeQ8Qk7RC+rj9ISAnWJbyifRc/PaOAqfk9pfbG+rLnxQ2nHgNFzv1Q0DO4O8IJ/HvAlJZQmISPDlIMph3aVbV7wLim7cgznLoh4BMsCYqT0Flffn33cu3H/wfn737/dM/X29Ay1jMhiyYoMKSNn0PkHBP4IPN7GteGKoPAiIuZXZQk4JNvXSQYOGeudYdma2ePQiIONaUxCpm2geC4OwD4qtydVNjzZ6ODXn+5fbm+bO/Pn28fUe9+RfMjCbc3nW0uj4nk+oEIBEteRUp634qvEly6cY9QCrLJA+WNFzvBQ6UbMatSuDvucH2HiCRO4kvHlNUn66dFfEg/B4gaqs9b9BL9UnyEP+DPKSYMHkhsws9DMhWHqmgNxlY7NJYYxP9AA5IaZlkreW8K/sOlGeoOZBaz7ABuRrk8x341kaGft6L7wCSAvmCRfRp8ZCfEMMloFULJVt5CBCrZ2Utb4WXugUlA1nDHRh9XlnI3MBWOF1hfaAMTnmCOJXbVbD+HQCIyXi48qKEs3mrq+Y9QJYMiJ1k3Wa/XgCkoYClSAna+j4gl1bPyjVtFz/5G1lWPo2rBXYcBjvbNSsRrn+YCCHeDS6K0zJT3fp0dqfOC8p5zT5soeipRZcW9wER0wrIF4Sw9LIXAIkIcF22vfZ8HxCjbfWsrEhY5mn9WpBAp7F8dIIzwZCQmB+itCqLJu5u+2YjAXTbaOf1lGuMtnaudqds9gFR66hkG05w8xAggczA2m+MNanbBqTLxUSbMxAlzWE0Tic2fdFvbCPhkghSIkPT880+HpGKySVpk0kGxEo8ouZSq/EE5UOIgS0rwdaIS3riJwDp22fawCohPJExzNrF/Sia7QCyYorOVh2OiNLpU7h0ZVng6CaTT456iSy8TRV8vNaqwSrgrN7S7KdoKO1FtALYJB3zMKMHIQwQ0+pZZmbKB7wFyIlT/JRCSSoEyEwZuJ7XLEr0tYApXK2E9vb1dDMoJuT/K6eeyVY7i1r/Ep4zeNWQnI6Ez7pCGwQBImJ+YRrLu3sCEAMbqNMCahkCMlUm2KE4buPk7FjKyMxea+Mw4PPM5aMF6DfvBU6orMJHiV7n/+PuyprTVrJwQ5CJZkoagRZWITaxCsxuFrMagzG2CUnm3iTl1E0lqdxwM3X//+PQ3Vq6hSuTx7GoyoNdYJE+ffZzvo9JkOWxown1YYDXmgwAABrvSURBVIHY7Vv4mi08JpAy7wzjKjX/VUDIXIFhiypeMeTw00O0oPjyEk2zelA5f2vw61/gxs/6WxnK56T5ZVoh5+tBWKWknu/GfTk5B6h+Qbm78ZhAmBI50nzHZxtiSXOD8hNTDuFkBsbC9SnpVur+bag/Z+9/9fmxqLbv96UiWabaoentBQEXcSvRwOMNuTBRJweV7Bf05ZXHBAI0EvYFpBJs8HQGcWKPNMdKeDbdXMA0P8Ri7J/or7ZEsgko1JFKmBsDr+wINWeSsjdzoQ6uULtgR4rxTjS8JpAtDbaI+gusq0G+4SyCwYGJf2zORuNSh5RF3qAsFp/ixjjNCesm2s+13wmqbllsh4SiDSJRcdMl5lono1sayS3iDYGkZApr9YDinx2dUqwkfEhKwa6QLG10mlDCat8e/W5l979auaFFnLeqJjsH8dKe3mYiEm7JGjMXZHAjftK/YchJUo8IJNSlTH8e3kJOj1LQ7jEMKuKLd
<img alt="../../_images/sphx_glr_ginput_manual_clabel_sgskip_thumb.png" 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x5v4WpkIBHIRJ+xRjI+ResgNwEINBnZL3x5uWIGc7wnIgGOyk9yUI5lbqDmOAH1mIiJYff7TJcpq1rTOAhqzSRwGDaJjs6n9hbi4sNkQDXm1hXh0f8999u3/a6bY0A1K+P+6Y/Y/9s5k4Q1m1P5qW1t7m59/6/62q0J16u4f4IHAq3v/8K/94D/0jX9H52N39q+8rZ3Q3P348/8t7//+t7/0V49/w57f/677/931/f4oT7+3s792/N/v+B0u8aYv79v/8+P/0qE9m0A77n5O79+7t21dO/777+/75j+/25494353v+84377388+/v76/e/9j/9901vD9/f35/+5j+z+fXz0/4O34d/7/z4j+83n/+vX//+w+v3++vX//97/7e69bX/n//z///w9/j/g//444/v//7/v//+93/85/y/f4z+/+/+/++v//x+P/v7//+//j2+v3++v/+//j/v+/9/+/P4oM5l5N///7v66/5y/w/H+9/v+8f/8b0/v2/n89/j+/v7/v//+/z///w9/z/9+/v/+/8+/f/+v/+/9z5/v/2/f/z+/v/991+7ffM1/vvv89f//2/5/1/v8u7/8+P/+/v7/v////+8/v87/+r/+//738+8+/v7///6+v++/+f8/n6+/fv/09vvy+vX6z99z593+75/X+p9d++/+94262/f3/9w+t9/u9m9vK5c+06/62q/6pZ8/10lD///7//7798++/f3/933n+/f/j/+//9/+f/9/73f/9/9/f3z/5dN5317/r/j/f//y63/5L7///+/n58/fv//9/z6/+7+7/913n7/0///+//n9///+//3+/v///7+/++/fv/9+7/+/v3//9989999/7v/79+/f3+/v/9/v/////+//5y/v/9z/f7+v38+6+8+v3//+7tLS7/j+68j+6cT94rHB6vb/89655vT+9eP+79TA6fXV8Pn//Peh3vH7/f7+7Mz93aLQ7vjl9vv/9ubE6vX9577f9Pr3/P7/+vH+5brA6fX/+e+75/T+58D93J///fna8vni9fv+7M3l9vv/9eP/+/T/9+n/+/Xm9fv915X/+vKX2fH//fv+3abw+v3+8dn/+vP+8dn+4a7/+fDi9PnK7Pa86PT0+/31/P3/+Ovd8/n+7tLw+f3+7tHl9vv+6sfh9Pvm9vu86PTH6/bT7/jy+vzc8/nr+Py86Pb/8+Hw+v2L1e/4/f7/+Ovo9vvy+v3K7Pb+9eX/9+r+6ML97c6/6Pbp9/z/897/8t30+/2yzLn/+vLL7fe54vLG6/b++vLO7ffM7ff/8dC65vT+5r7/////57+75/b/6sC86fe86vj/6MD/68K+6/m65/X/577/7cO/7fv95r3/5r665vXCMuE7AAAA7nRSTlP9//f8+P71/vv878P3+uvy5fP6vezf7/2zzNLk8t389dTp9OvYwc3vyG+539Cf5XaX4V/nupzIwl3G3NDopZ6Q15hz2W2u4q1U1LOLj3+tiqnIZ7hLp7HMhUxZo7GHlW9S6fplgr9S8mq6eO1n27emo3lBVqpJqrSHqH6TdUBWMrTinptKq2DNirxJNqOSZX2HW9rQd34zhDzjiR2Sm32fe23OvYZhlpiaN75f0LjGkdihxlAt5R2QQXJnjK8kcTtactXbr6iZlIB3LUa7LbCC9rWr/WzFJ4SofuW5xLi74uu0uEHsFPfjJo3yx9v8yxMcjgAAIABJREFUeNrs23lQE1keB/CQg5CLcBMCCEIC4Sbcd0AgSABFhHgwAnIJONyKgg6IAl6A4gV4sSqjiFu6uFPrwTLKOlM4HmuV48WMbpW7NVX6T3rTSZo0I7gdRtcDLBDS7DbT34Kkqqsgv+oPv/dev24I/8bzfxUCfgpwEDw4CA6CBwfBQfDgIDgIHhwEB8GDg+DBQXAQPDgIDoIHB8FB8OAgOAgeHAQPDoKD4MFBcBA8OAgOggcHwUFmM+a6mpDJ5Ew9vUwkeppkZiIHxo7rUWavkkzyWCWaKjLnzZs39qZ5eVMK5fcBwrtU8HjHwNb7z++c/+PbnD9/5/n9YwOPH+9IDdSdtUqCFqW1tvae3vnu2dOn+/+bp8++6znd21pQJdH7fYBIrv3y4tCujLyDosoYTj6HExMTU1npJjqYl1F298Wh6jSDWavE59t/3erbnezl0dlVUlFRIZVKl0qlFV2dHl7JX906cqTAbK6D6Lrw1215eCxgRUBUaVxEKCfH7038c5yjQyOWl2YFBOStuvNwyzrfVFc0C5kv8U1ddOpiz4HmlV5O2fFh9UXGDAZDILCwsBAwiurD4rM9knKTb546lSiJNZvDIAY+V3Zd33umMt8h3NQ9xIRuaGfHtLOzM0RCp5uEuO/j+jvHdLw8+PWuu9fSzFEsJLD61u6F6Ye7UqTGFpFCS++1jmw228YG+Ube2Y72lsLIYIa0pCm9rsU3VneOgli58nd+vzlgQYRzuAmTAKo0Uf6Wt+8wiy7m5oSKFgS0tQ0G8n2WWaFQh0t39/YnC88mJ2WHFVlY29vQIAX0LgoF8oW8jBAdLQUp2V7NFzZ0b2+fkyCxg+fudcTkO4hN7FgEGTxRZAQS044eUuiQ4ybae+/6tStBKNThu77uwc1Ozy8Etpb2bKIRDZBPFIBKI7K9IxnSiqb0q4lzDkSfx2vf2R8Qx+HSSapXKiU4dvo/zGvkEKhUqtVqkEU3XeJWWl5zfWc7j6evvTLILrygoI1nLzvFF9l624wohoaQ5tCc/lHgg4wih5BuGRoCbISMMCevbbUuPBfyXAJZ1NCwqTHGmSums2ClEgTHc4xFQ4KYgDosO5NCv+iIl0dXnWvw0V4Z7a0tBy40xZcY21qyibThsTFqnMb7JBDVxl7TJcXHW6oM5gwIxap98FFNabQpCznZE0t8HB0ERsdQ7C/Kqrm7w0xXOxdoemu6F/YlZ9fb2hshpxoYASbPqEZlxJERn9u3vntN5hwBIS8a/DoggRNuqFJrBqupgCBjl0olY7r7RSdEbR7gz9POZWDP8XQPT+NINg1Chir5FDyAYTkyxQ/RLBmeSV4PLgXNDRBK+5WarEounUCYksX7LDokejinNOCYGcXcfGZdovkF3elJYQJLInV0ShbvIgdGiELjzst1G8wpcwDEauexzVFu4XSCCvxMEFipUhMMTTmixvPPty6aP7MLD98nT//pGWaBjFaaefzzQJBxi2i5dE/zxkTeHAAJ+iEgzl/M/JEgm1YILEPxko7+snOBM9oi6P1qZfzSyLVEGhWYVuTUtcEpSS2JmAfR52/tX8AJYanU8LQ8YJVKTTJ1jsvKOxY47R4hu2646eWRYsHWXPHJp+WhGJKzgxcnbZTEYhwk8FyGKEfMguHpeYythAkseqG/W/8J/nSLWH2hefHSYG8bGjA8DEyzQ5BLRaRHmusumWMYhGKwbGBXeTTSH0rZDAIjUwndb3n//Rvzp7HwNF9Te/GwU72lETQ0ve54E2iIyg7ec/lBN08XsyDm66oz+t32scBp98ebNTAIk0y4+R1Ht6yexvSxfVtTBUNIRFawM/EAkB+nrV3a6bW+ygW7HTLwos2Na6dWyWYaUAUS3EMTGk8Gucz/nLtGZu1Bsc8Ox1sQNVeCM40cuSAxTuqr5mF3DlmXscCPTlKBMwbRbHIxw51jGgcbdnzO3C758tsLxVKB/YhCGyCQnGjtmXt8NVZB9HTv7A11h2c2Xr0zIZBM/EXlf7nNJ09xXqWQ9auOnPWotybSAK1EDkBERnxxbaY5JkEy+Vsb87l2WuiPN8stJUucE1eecSJtioO4nqSqJdmp3pYNQcPaEQEgqiWjeFtiLSZBzAYy4kxZBFA7DaIhkREMwyv7a65JplaAwZd9uZ4MbyOqHNBW5ADNUep1dTsGQcytgjZludFfgbD2QGAVaLgvtLzsSqrr5JtK8yW9Cy/vEXjTFJAWQeRDgMApvduMjDkQXRd+Y0QOU601jrc7KYWV/W2HpnDDfVn1rZXxDEcqdRTQZhRy65KmDbH6mAPRlwx0cApJWgaB1a/suGld9MmL2DZwm88GN7Qr3Itg0D2jIoLvrGYAwkqyBBx6QSldhtEBipJdIfleVsmL6B2I3J5TgQgQLuBIKJQ2twiwR7IiRURISQCqGUQzb14E+eOO+2TPCla7C9uMTWCBqVax2EZsPwqkvEHIjZ0ahoprb74zcSprtDx6qdk/w9nG76R6TjiLY5xkhokdnpFzEGomd2o1Hkp6NGAUSmo6M0icja1G716YmdbLYh3cOCNgygEWjIO6XplLZu9M8SSOyOH15yTGFUQGSgmukvOjiY+sk9FHN+64HOFKFCgRIIW1Bys0pCxhKIz7VHcVw6rEIFBFaSQpaU1jR8cpPP/PTu3AprGwhCB0RBFH6RfKRKF0sgkkOPRO5MWIkOCKjDchetOGHwyY9/kpwksKFBcnRAIJojI/eXAkyB8G+XhdIJMlCGUlRM54RNnxyyKKf+4GmJUn9oNn2pRsFJt1qxBfLnFRwmiB6IGg4P7bjPn5Ak01XS02XM/hU9EIBq7fFVL6ZAAs8FOLNUMhi1Dnlt4nAmo2GiJ1EoZr11HsZCoyE5gJaIHBJm153GFMjJE1H+BBRBwNeskNC22xM+9rDm+DdOtkQqhCKIwjveqwdTq6yT9xL8CEoZaoFlP7JyojbfmHAG6fHytKcCqHkAo3KFfVj6E0yB/O2oiIsmCDKLKMMjjj40GPcfPXr6vJ7OIqK29xQ/AnGs73yWiSWQG42hhTJUQVTKkPwzmws+HrQoBpce3Ky3RXEGGXtsjl3U9RRTID/9PVoMowqiBA33ubXd9R23R1Dd5yGwp0EAuiCMlP3YAvnZWQyiCgKCJLpzeVnqx5/Mu3p2sRCZ0lEFgWwE0v3zMAbiji4IDMMkbsL4GyO1G5Pq2XJAjjKIBQ4yfkdLKY7Y+/CjLV9K7bZOhpECGMVBxg1Zr0FUQWRKtQmn47w++cNHK/7015Jg2hAA4CD/AxBDB87361zff7TUwKen2FgIoA+CwTkE5VWW5nlfpjg/73ba+1sYgQ11XbaOo4rZAMHSKovy088c9EGUJMP/kHenUU1deQDAswDZiXkJWxCRfU0ggCAJSyCAgGAoaFlkcQEHDWVTiqhDKoIy4wJ4AJe60Bkdi451QUe0rXXqrlM9eqqO50x7jsfph/lCVl4SEJiXjKEBrUcl9zEP7zeDmHPuz/v+d/nf/4tc+7cJ2+AR28+FukKjMHiQT7E27XVOwQN+ZI2p8URxkvyJJcjx5v4WpkIBHIRJ+xRjI+ResgNwEINBnZL3x5uWIGc7wnIgGOyk9yUI5lbqDmOAH1mIiJYff7TJcpq1rTOAhqzSRwGDaJjs6n9hbi4sNkQDXm1hXh0f8999u3/a6bY0A1K+P+6Y/Y/9s5k4Q1m1P5qW1t7m59/6/62q0J16u4f4IHAq3v/8K/94D/0jX9H52N39q+8rZ3Q3P348/8t7//+t7/0V49/w57f/677/931/f4oT7+3s792/N/v+B0u8aYv79v/8+P/0qE9m0A77n5O79+7t21dO/777+/75j+/25494353v+84377388+/v76/e/9j/9901vD9/f35/+5j+z+fXz0/4O34d/7/z4j+83n/+vX//+w+v3++vX//97/7e69bX/n//z///w9/j/g//444/v//7/v//+93/85/y/f4z+/+/+/++v//x+P/v7//+//j2+v3++v/+//j/v+/9/+/P4oM5l5N///7v66/5y/w/H+9/v+8f/8b0/v2/n89/j+/v7/v//+/z///w9/z/9+/v/+/8+/f/+v/+/9z5/v/2/f/z+/v/991+7ffM1/vvv89f//2/5/1/v8u7/8+P/+/v7/v////+8/v87/+r/+//738+8+/v7///6+v++/+f8/n6+/fv/09vvy+vX6z99z593+75/X+p9d++/+94262/f3/9w+t9/u9m9vK5c+06/62q/6pZ8/10lD///7//7798++/f3/933n+/f/j/+//9/+f/9/73f/9/9/f3z/5dN5317/r/j/f//y63/5L7///+/n58/fv//9/z6/+7+7/913n7/0///+//n9///+//3+/v///7+/++/fv/9+7/+/v3//9989999/7v/79+/f3+/v/9/v/////+//5y/v/
<img alt="../../_images/sphx_glr_symlog_demo_thumb.png" src="data:image/png;base64,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
<img alt="../../_images/sphx_glr_custom_scale_thumb.png" 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
<img alt="../../_images/sphx_glr_tight_layout_guide_thumb.png" 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