{"id":991,"date":"2023-07-28T01:51:38","date_gmt":"2023-07-28T01:51:38","guid":{"rendered":"https:\/\/statorials.org\/my\/matplotlib-%e1%80%80%e1%80%bd%e1%80%94%e1%80%ba%e1%80%90%e1%80%ad%e1%80%af%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba\/"},"modified":"2023-07-28T01:51:38","modified_gmt":"2023-07-28T01:51:38","slug":"matplotlib-%e1%80%80%e1%80%bd%e1%80%94%e1%80%ba%e1%80%90%e1%80%ad%e1%80%af%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/matplotlib-%e1%80%80%e1%80%bd%e1%80%94%e1%80%ba%e1%80%90%e1%80%ad%e1%80%af%e1%80%80%e1%80%bd%e1%80%80%e1%80%ba\/","title":{"rendered":"Matplotlib \u1010\u103d\u1004\u103a contour \u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a<\/strong> \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101b\u103e\u102f\u1011\u1031\u102c\u1004\u1037\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u101e\u102f\u1036\u1038\u1016\u1000\u103a\u1019\u103c\u1004\u103a\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u1031\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d Matplotlib \u1010\u103d\u1004\u103a contour plot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.contour.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.contour()<\/a> \u2013 \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.contourf.html\" target=\"_blank\" rel=\"noopener noreferrer\">matplotlib.pyplot.contourf()<\/a> \u2013 \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- Matplotlib \u101b\u103e\u102d \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Python \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n\nx = np.linspace(0, 5, 50)\ny = np.linspace(0, 5, 40)\n\nX, Y = np.meshgrid(x, y)\nZ = np.sin(X*2+Y)*3 + np.cos(Y+5)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\nplt. <span style=\"color: #3366ff;\">outline<\/span> (X, Y, Z, colors=' <span style=\"color: #993300;\">black<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10299 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour1.png\" alt=\"matplotlib \u101b\u103e\u102d \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1019\u103c\u1031\u1015\u102f\u1036\" width=\"420\" height=\"287\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u101b\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1019\u103b\u102d\u102f\u1038\u1010\u100a\u103a\u1038\u1000\u102d\u102f\u101e\u102c \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u1031\u102c\u1021\u1001\u102b\u104a dashed \u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1014\u103e\u102f\u1010\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u1015\u103c\u102e\u1038 \u1021\u1005\u102d\u102f\u1004\u103a\u1021\u1001\u1032\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1015\u103c\u102f\u101e\u1018\u1031\u102c\u1006\u1031\u102c\u1004\u103a\u101e\u1031\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1001\u103c\u102c\u1038\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1005\u101b\u102c\u1010\u1005\u103a\u1001\u102f\u1019\u103e\u102c <strong>cmap<\/strong> \u1021\u1004\u103c\u1004\u103a\u1038\u1021\u1001\u102f\u1036\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d colormap \u1000\u102d\u102f\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1014\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b <strong>\u1021\u1006\u1004\u1037\u103a<\/strong> \u1021\u1004\u103c\u1004\u103a\u1038\u1021\u1001\u102f\u1036\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a\u101c\u102d\u102f\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037 \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contour<\/span> (X, Y, Z, levels= <span style=\"color: #008000;\">30<\/span> , cmap=' <span style=\"color: #993300;\">Reds<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10300 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour2.png\" alt=\"cmap \u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 Matplotlib \u1021\u101e\u103d\u1004\u103a\u1021\u1015\u103c\u1004\u103a\u1019\u103c\u1031\u1015\u102f\u1036\" width=\"419\" height=\"294\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a &#8216;Reds&#8217; cmap \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1014\u103a \u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1001\u1032\u1037\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 <a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib \u1019\u103e\u1010\u103a\u1010\u1019\u103a\u1038\u1005\u102c\u1019\u103b\u1000\u103a\u1014\u103e\u102c\u1010\u103d\u1004\u103a<\/a> \u1021\u101b\u1031\u102c\u1004\u103a\u101b\u103d\u1031\u1038\u1001\u103b\u101a\u103a\u1005\u101b\u102c\u1019\u103b\u102c\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u101e\u1004\u103a\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- Matplotlib \u101b\u103e\u102d Contour Plot \u1000\u102d\u102f \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>\u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038<\/strong> \u101e\u100a\u103a \u1019\u103b\u1009\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1014\u1031\u101b\u102c\u101c\u103d\u1010\u103a\u1019\u103b\u102c\u1038 \u1015\u103c\u100a\u1037\u103a\u1014\u1031\u1019\u103e\u101c\u103d\u1032\u104d \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u101c\u1019\u103a\u1038\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u103e\u1004\u1037\u103a \u1006\u1004\u103a\u1010\u1030\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1014\u1019\u1030\u1014\u102c\u1010\u103d\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u1032\u1037\u101e\u1031\u102c \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1000\u103a \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a <strong>contourf()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contourf<\/span> (X, Y, Z, cmap=' <span style=\"color: #993300;\">Reds<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10301 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour3.png\" alt=\"Matplotlib \u101b\u103e\u102d \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038 \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" width=\"410\" height=\"285\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u103d\u1000\u103a\u101c\u1015\u103a\u1018\u1031\u1038\u1010\u103d\u1004\u103a \u1010\u1036\u1006\u102d\u1015\u103a\u1010\u1015\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1021\u101b\u1031\u102c\u1004\u103a\u1018\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1011\u100a\u1037\u103a\u101b\u1014\u103a <strong>colorbar()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">contourf<\/span> (X, Y, Z, cmap=' <span style=\"color: #993300;\">Reds<\/span> ')\nplt. <span style=\"color: #3366ff;\">colorbar<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10302 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matplotlibcontour4.png\" alt=\"Matplotlib \u101b\u103e\u102d \u1021\u101b\u1031\u102c\u1004\u103a\u1018\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u101e\u103d\u1004\u103a\u1021\u1015\u103c\u1004\u103a\u1019\u103c\u1031\u1015\u102f\u1036\" width=\"449\" height=\"318\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><em>Matplotlib \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f <a href=\"https:\/\/statorials.org\" target=\"_blank\" rel=\"noopener noreferrer\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101e\u1004\u103a\u101b\u103e\u102c\u1016\u103d\u1031\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a \u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u101b\u103e\u102f\u1011\u1031\u102c\u1004\u1037\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a \u101e\u102f\u1036\u1038\u1016\u1000\u103a\u1019\u103c\u1004\u103a\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101a\u1031\u102c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u1031\u101e\u100a\u1037\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d Matplotlib \u1010\u103d\u1004\u103a contour plot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a- matplotlib.pyplot.contour() \u2013 \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u104b matplotlib.pyplot.contourf() \u2013 \u1016\u103c\u100a\u1037\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u101e\u100a\u103a\u104b \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c 1- Matplotlib \u101b\u103e\u102d \u1000\u103d\u1014\u103a\u1010\u102d\u102f\u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a Python \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b import numpy as np x = np.linspace(0, 5, 50) y = np.linspace(0, 5, 40) X, Y = [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matplotlib - Statology \u1010\u103d\u1004\u103a Contour Plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1025\u1015\u1019\u102c\u1010\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 Matplotlib \u101b\u103e\u102d contour \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1021\u1010\u103d\u1000\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c 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