{"id":993,"date":"2023-07-28T01:51:38","date_gmt":"2023-07-28T01:51:38","guid":{"rendered":"https:\/\/statorials.org\/tr\/matplotlib-kontur-grafigi\/"},"modified":"2023-07-28T01:51:38","modified_gmt":"2023-07-28T01:51:38","slug":"matplotlib-kontur-grafigi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/matplotlib-kontur-grafigi\/","title":{"rendered":"Matplotlib&#39;de kontur grafi\u011fi nas\u0131l olu\u015fturulur"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Kontur grafi\u011fi,<\/strong> konturlar\u0131 kullanarak \u00fc\u00e7 boyutlu verileri iki boyutlu olarak g\u00f6rselle\u015ftirmemize olanak tan\u0131yan bir \u00e7izim t\u00fcr\u00fcd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki iki i\u015flevi kullanarak Matplotlib&#8217;de bir kontur grafi\u011fi olu\u015fturabilirsiniz:<\/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 Kontur grafikleri olu\u015fturur.<\/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 Doldurulmu\u015f kontur grafikleri olu\u015fturur.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler bu iki fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Matplotlib&#8217;deki kontur grafi\u011fi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Python&#8217;da a\u015fa\u011f\u0131daki verilere sahip oldu\u011fumuzu varsayal\u0131m:<\/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;\">Verilere y\u00f6nelik bir kontur grafi\u011fi olu\u015fturmak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/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'deki kontur haritas\u0131\" width=\"420\" height=\"287\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00c7izim i\u00e7in yaln\u0131zca bir renk kullan\u0131ld\u0131\u011f\u0131nda kesikli \u00e7izgiler negatif de\u011ferleri, d\u00fcz \u00e7izgiler ise pozitif de\u011ferleri temsil eder.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alternatif olarak <strong>cmap<\/strong> arg\u00fcman\u0131n\u0131 kullanarak bir renk haritas\u0131 belirtebilirsiniz. Ayr\u0131ca <strong>d\u00fczeyler<\/strong> arg\u00fcman\u0131yla \u00e7izimde kullan\u0131lacak daha fazla sat\u0131r da belirtebiliriz:<\/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 ile Matplotlib kontur haritas\u0131\" width=\"419\" height=\"294\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">&#8216;K\u0131rm\u0131z\u0131&#8217; cmap&#8217;\u0131 kullanmay\u0131 se\u00e7tik ancak renk paleti se\u00e7eneklerinin tam listesini <a href=\"https:\/\/matplotlib.org\/3.3.1\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib dok\u00fcmantasyon sayfas\u0131nda<\/a> bulabilirsiniz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Matplotlib&#8217;de Doldurulmu\u015f Kontur Grafi\u011fi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><strong>Doldurulmu\u015f bir kontur yolu<\/strong> , \u00e7izgiler aras\u0131ndaki bo\u015fluklar\u0131n doldurulmas\u0131 d\u0131\u015f\u0131nda kontur yoluna benzer.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, \u00f6nceki \u00f6rnekte kullan\u0131lanla ayn\u0131 veriler i\u00e7in doldurulmu\u015f bir kontur grafi\u011fi olu\u015fturmak \u00fczere <strong>konturf()<\/strong> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/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'de doldurulmu\u015f kontur grafi\u011fi\" width=\"410\" height=\"285\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Grafi\u011fin yan\u0131na etiketli bir renk \u00e7ubu\u011fu eklemek i\u00e7in <strong>colorbar()<\/strong> i\u015flevini de kullanabiliriz:<\/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'de renk \u00e7ubuklu kontur haritas\u0131\" width=\"449\" height=\"318\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>Daha fazla Matplotlib e\u011fitimini burada bulabilirsiniz.<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kontur grafi\u011fi, konturlar\u0131 kullanarak \u00fc\u00e7 boyutlu verileri iki boyutlu olarak g\u00f6rselle\u015ftirmemize olanak tan\u0131yan bir \u00e7izim t\u00fcr\u00fcd\u00fcr. A\u015fa\u011f\u0131daki iki i\u015flevi kullanarak Matplotlib&#8217;de bir kontur grafi\u011fi olu\u015fturabilirsiniz: matplotlib.pyplot.contour() \u2013 Kontur grafikleri olu\u015fturur. matplotlib.pyplot.contourf() \u2013 Doldurulmu\u015f kontur grafikleri olu\u015fturur. A\u015fa\u011f\u0131daki \u00f6rnekler bu iki fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir. \u00d6rnek 1: Matplotlib&#8217;deki kontur grafi\u011fi Python&#8217;da a\u015fa\u011f\u0131daki verilere sahip oldu\u011fumuzu [&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-993","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Matplotlib&#039;de Kontur Grafi\u011fi Nas\u0131l Olu\u015fturulur - Statorials<\/title>\n<meta name=\"description\" content=\"Bir \u00f6rnekle Matplotlib&#039;de kontur grafi\u011finin nas\u0131l olu\u015fturulaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/tr\/matplotlib-kontur-grafigi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Matplotlib&#039;de Kontur Grafi\u011fi Nas\u0131l Olu\u015fturulur - 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