{"id":998,"date":"2023-07-28T01:29:05","date_gmt":"2023-07-28T01:29:05","guid":{"rendered":"https:\/\/statorials.org\/tr\/duzgun-egri-matplotlib\/"},"modified":"2023-07-28T01:29:05","modified_gmt":"2023-07-28T01:29:05","slug":"duzgun-egri-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/duzgun-egri-matplotlib\/","title":{"rendered":"Matplotlib&#39;de d\u00fczg\u00fcn bir e\u011fri nas\u0131l \u00e7izilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Genellikle bir \u00e7izgi grafi\u011fi i\u00e7in Matplotlib&#8217;de d\u00fczg\u00fcn bir e\u011fri \u00e7izmek isteyebilirsiniz. Neyse ki, a\u015fa\u011f\u0131daki SciPy i\u015flevlerini kullanarak bunu yapmak kolayd\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.interpolate.make_interp_spline.html\" target=\"_blank\" rel=\"noopener noreferrer\">scipy.interpulate.make_interp_spline()<\/a><\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.interpolate.BSpline.html\" target=\"_blank\" rel=\"noopener noreferrer\">scipy.interpulate.BSpline()<\/a><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde bu i\u015flevlerin pratikte nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Matplotlib&#8217;de d\u00fczg\u00fcn bir e\u011fri \u00e7izmek<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri k\u00fcmesi i\u00e7in basit bir \u00e7izgi grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/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<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data<\/span>\nx = np.array([1, 2, 3, 4, 5, 6, 7, 8])\ny = np.array([4, 9, 12, 30, 45, 88, 140, 230])\n\n<span style=\"color: #008080;\">#create line chart<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\nplt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10342 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lisse1.png\" alt=\"\" width=\"453\" height=\"339\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Temel veriler d\u00fczg\u00fcn bir \u00e7izgi izlemedi\u011finden \u00e7izgi grafi\u011finin tamamen d\u00fczg\u00fcn olmad\u0131\u011f\u0131n\u0131 unutmay\u0131n. Bu veri k\u00fcmesi i\u00e7in d\u00fczg\u00fcn bir e\u011fri olu\u015fturmak amac\u0131yla a\u015fa\u011f\u0131daki kodu kullanabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy.interpolate <span style=\"color: #008000;\">import<\/span> make_interp_spline, BSpline\n\n<span style=\"color: #008080;\">#createdata<\/span>\nx = np.array([1, 2, 3, 4, 5, 6, 7, 8])\ny = np.array([4, 9, 12, 30, 45, 88, 140, 230])\n\n<span style=\"color: #008080;\">#define x as 200 equally spaced values between the min and max of original x<\/span> \nxnew = np. <span style=\"color: #3366ff;\">linspace<\/span> ( <span style=\"color: #993300;\">x.min<\/span> (), <span style=\"color: #993300;\">x.max<\/span> (), <span style=\"color: #008000;\">200<\/span> ) \n\n<span style=\"color: #008080;\">#define spline<\/span>\nspl = <span style=\"color: #3366ff;\">make_interp_spline<\/span> (x, y, k= <span style=\"color: #008000;\">3<\/span> )\ny_smooth = <span style=\"color: #3366ff;\">spl<\/span> (xnew)\n\n<span style=\"color: #008080;\">#create smooth line chart<\/span> \nplt. <span style=\"color: #3366ff;\">plot<\/span> (xnew, y_smooth)\nplt. <span style=\"color: #3366ff;\">show<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10343 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lisse2.png\" alt=\"Matplotlib'de d\u00fczg\u00fcn e\u011fri\" width=\"456\" height=\"335\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>K<\/strong> arg\u00fcman\u0131 i\u00e7in kulland\u0131\u011f\u0131n\u0131z derece ne kadar y\u00fcksek olursa, e\u011frinin de o kadar &#8220;dalgal\u0131&#8221; olaca\u011f\u0131n\u0131 unutmay\u0131n. \u00d6rne\u011fin, a\u015fa\u011f\u0131daki <strong>k=7<\/strong> grafi\u011fini d\u00fc\u015f\u00fcn\u00fcn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> scipy.interpolate <span style=\"color: #008000;\">import<\/span> make_interp_spline, BSpline\n\n<span style=\"color: #008080;\">#createdata<\/span>\nx = np.array([1, 2, 3, 4, 5, 6, 7, 8])\ny = np.array([4, 9, 12, 30, 45, 88, 140, 230])\n\n<span style=\"color: #008080;\">#define x as 200 equally spaced values between the min and max of original x<\/span> \nxnew = np. <span style=\"color: #3366ff;\">linspace<\/span> ( <span style=\"color: #993300;\">x.min<\/span> (), <span style=\"color: #993300;\">x.max<\/span> (), <span style=\"color: #008000;\">200<\/span> ) \n\n<span style=\"color: #008080;\">#define spline with degree k=7<\/span>\nspl = <span style=\"color: #3366ff;\">make_interp_spline<\/span> (x, y, k= <span style=\"color: #008000;\">7<\/span> )\ny_smooth = <span style=\"color: #3366ff;\">spl<\/span> (xnew)\n\n<span style=\"color: #008080;\">#create smooth line chart<\/span> \nplt. <span style=\"color: #3366ff;\">plot<\/span> (xnew, y_smooth)\nplt. <span style=\"color: #3366ff;\">show<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10346 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/lisse3.png\" alt=\"Matplotlib'de d\u00fczg\u00fcn kavisli spline\" width=\"431\" height=\"317\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00c7izginin ne kadar e\u011fri olmas\u0131n\u0131 istedi\u011finize ba\u011fl\u0131 olarak k&#8217;nin de\u011ferini de\u011fi\u015ftirebilirsiniz.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/matplotlib-ekran-izgarasi\/\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib grafiklerinde k\u0131lavuz \u00e7izgileri nas\u0131l g\u00f6sterilir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/matplotlib-keneleri-kaldirir\/\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib grafiklerinden keneler nas\u0131l kald\u0131r\u0131l\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/gunluk-grafigi-matplotlib\/\" target=\"_blank\" rel=\"noopener noreferrer\">Logaritmik \u00f6l\u00e7eklerle Matplotlib grafikleri nas\u0131l olu\u015fturulur?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Genellikle bir \u00e7izgi grafi\u011fi i\u00e7in Matplotlib&#8217;de d\u00fczg\u00fcn bir e\u011fri \u00e7izmek isteyebilirsiniz. Neyse ki, a\u015fa\u011f\u0131daki SciPy i\u015flevlerini kullanarak bunu yapmak kolayd\u0131r: scipy.interpulate.make_interp_spline() scipy.interpulate.BSpline() Bu e\u011fitimde bu i\u015flevlerin pratikte nas\u0131l kullan\u0131laca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. \u00d6rnek: Matplotlib&#8217;de d\u00fczg\u00fcn bir e\u011fri \u00e7izmek A\u015fa\u011f\u0131daki kod, bir veri k\u00fcmesi i\u00e7in basit bir \u00e7izgi grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir: import numpy as np import matplotlib.pyplot [&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-998","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 d\u00fczg\u00fcn bir e\u011fri nas\u0131l \u00e7izilir - 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