{"id":1185,"date":"2023-07-27T08:47:37","date_gmt":"2023-07-27T08:47:37","guid":{"rendered":"https:\/\/statorials.org\/ru\/matplotlib-%d0%b7%d0%b0%d0%bf%d0%be%d0%bb%d0%bd%d0%b8%d1%82%d1%8c-%d0%bc%d0%b5%d0%b6%d0%b4%d1%83\/"},"modified":"2023-07-27T08:47:37","modified_gmt":"2023-07-27T08:47:37","slug":"matplotlib-%d0%b7%d0%b0%d0%bf%d0%be%d0%bb%d0%bd%d0%b8%d1%82%d1%8c-%d0%bc%d0%b5%d0%b6%d0%b4%d1%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/matplotlib-%d0%b7%d0%b0%d0%bf%d0%be%d0%bb%d0%bd%d0%b8%d1%82%d1%8c-%d0%bc%d0%b5%d0%b6%d0%b4%d1%83\/","title":{"rendered":"\u041a\u0430\u043a \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0440\u043e\u043a\u0430\u043c\u0438 \u0432 matplotlib"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043b\u0435\u0433\u043a\u043e \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 Matplotlib, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.3.2\/api\/_as_gen\/matplotlib.pyplot.fill_between.html\" target=\"_blank\" rel=\"noopener noreferrer\">fill_between()<\/a> : \u0417\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043a\u0440\u0438\u0432\u044b\u043c\u0438.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.3.2\/api\/_as_gen\/matplotlib.pyplot.fill_betweenx.html#matplotlib.pyplot.fill_betweenx\" target=\"_blank\" rel=\"noopener noreferrer\">fill_betweenx()<\/a> : \u0417\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043a\u0440\u0438\u0432\u044b\u043c\u0438.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0438\u0437 \u044d\u0442\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 1. \u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043b\u0438\u043d\u0438\u044f\u043c\u0438.<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043b\u0438\u043d\u0438\u044f\u043c\u0438:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define x and y values\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0,10,0.1)\ny = np. <span style=\"color: #3366ff;\">arange<\/span> (10,20,0.1)\n\n<span style=\"color: #008080;\">#create plot of values\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n\n<span style=\"color: #008080;\">#fill in area between the two lines\n<\/span>plt. <span style=\"color: #3366ff;\">fill_between<\/span> (x,y,color=' <span style=\"color: #008000;\">red<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11808 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/remplirentre1.png\" alt=\"\u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0440\u043e\u043a\u0430\u043c\u0438 \u0432 Matplotlib\" width=\"428\" height=\"286\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u043c\u044b \u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>plt.grid()<\/strong> , \u0447\u0442\u043e\u0431\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a \u0441\u0435\u0442\u043a\u0443, \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u043b\u043e \u043b\u0435\u0433\u0447\u0435 \u0432\u0438\u0434\u0435\u0442\u044c, \u043a\u0430\u043a\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u0437\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u044b:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define x and y values\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0,10,0.1)\ny = np. <span style=\"color: #3366ff;\">arange<\/span> (10,20,0.1)\n\n<span style=\"color: #008080;\">#create plot of values\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n\n<span style=\"color: #008080;\">#fill in area between the two lines\n<\/span>plt. <span style=\"color: #3366ff;\">fill_between<\/span> (x, y, color=' <span style=\"color: #008000;\">red<\/span> ', alpha= <span style=\"color: #008000;\">.5<\/span> )\n\n<span style=\"color: #008080;\">#add gridlines<\/span>\nplt. <span style=\"color: #3366ff;\">grid<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11809 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/remplirentre2.png\" alt=\"\u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0440\u043e\u043a\u0430\u043c\u0438 matplotlib\" width=\"420\" height=\"276\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 2. \u0417\u0430\u043b\u0438\u0432\u043a\u0430 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043f\u043e\u0434 \u043a\u0440\u0438\u0432\u043e\u0439<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043f\u043e\u0434 \u043a\u0440\u0438\u0432\u043e\u0439:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define x and y values\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0,10,0.1)\ny = x**4\n\n<span style=\"color: #008080;\">#create plot of values\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n\n<span style=\"color: #008080;\">#fill in area between the two lines\n<\/span>plt. <span style=\"color: #3366ff;\">fill_between<\/span> (x, y, color=' <span style=\"color: #008000;\">red<\/span> ', alpha= <span style=\"color: #008000;\">.5<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11810 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/remplirentre3.png\" alt=\"\u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043c\u0435\u0436\u0434\u0443 Matplotlib\" width=\"446\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 3. \u0417\u0430\u043b\u0438\u0432\u043a\u0430 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043d\u0430\u0434 \u043a\u0440\u0438\u0432\u043e\u0439<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043d\u0430\u0434 \u043a\u0440\u0438\u0432\u043e\u0439:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define x and y values\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0,10,0.1)\ny = x**4\n\n<span style=\"color: #008080;\">#create plot of values\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n\n<span style=\"color: #008080;\">#fill in area between the two lines\n<\/span>plt. <span style=\"color: #3366ff;\">fill_between<\/span> (x, y, np. <span style=\"color: #3366ff;\">max<\/span> (y), color=' <span style=\"color: #008000;\">red<\/span> ', alpha= <span style=\"color: #008000;\">.5<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11811 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/remplirentre4.png\" alt=\"\u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043d\u0430\u0434 \u043a\u0440\u0438\u0432\u043e\u0439 \u0432 Matplotlib.\" width=\"440\" height=\"284\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 4. \u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043b\u0438\u043d\u0438\u044f\u043c\u0438.<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>fill_betweenx()<\/strong> \u0434\u043b\u044f \u0437\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043b\u0438\u043d\u0438\u044f\u043c\u0438:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define x and y values\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0,10,0.1)\ny = np. <span style=\"color: #3366ff;\">arange<\/span> (10,20,0.1)\n\n<span style=\"color: #008080;\">#create plot of values\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n\n<span style=\"color: #008080;\">#fill in area between the two lines\n<\/span>plt. <span style=\"color: #3366ff;\">fill_betweenx<\/span> (y, 2, 4, color=' <span style=\"color: #008000;\">red<\/span> ', alpha= <span style=\"color: #008000;\">.5<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11812 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/remplirentre5.png\" alt=\"\u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u0434\u0432\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u0432 matplotlib \u0432 python\" width=\"494\" height=\"317\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0439:<\/strong><\/span> <a href=\"https:\/\/statorials.org\/ru\/\u0433\u043b\u0430\u0434\u043a\u0430\u044f-\u043a\u0440\u0438\u0432\u0430\u044f-matplotlib\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u041a\u0430\u043a \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u043b\u0430\u0432\u043d\u0443\u044e \u043a\u0440\u0438\u0432\u0443\u044e \u0432 Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043b\u0435\u0433\u043a\u043e \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 Matplotlib, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438: fill_between() : \u0417\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043a\u0440\u0438\u0432\u044b\u043c\u0438. fill_betweenx() : \u0417\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043a\u0440\u0438\u0432\u044b\u043c\u0438. \u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0438\u0437 \u044d\u0442\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435. \u041f\u0440\u0438\u043c\u0435\u0440 1. \u0417\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0434\u0432\u0443\u043c\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043b\u0438\u043d\u0438\u044f\u043c\u0438. \u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0437\u0430\u043f\u043e\u043b\u043d\u0438\u0442\u044c \u043e\u0431\u043b\u0430\u0441\u0442\u044c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1185","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized 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