{"id":15120,"date":"2024-01-08T22:56:16","date_gmt":"2024-01-08T19:26:16","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/"},"modified":"2024-01-08T22:56:16","modified_gmt":"2024-01-08T19:26:16","slug":"%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/","title":{"rendered":"\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0627\u0628\u0639 arange() NumPy"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%be%d8%a7%d8%b1%d8%a7%d9%85%d8%aa%d8%b1%d9%87%d8%a7_%d9%88_%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa\" >\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0628\u0627\u0632\u06af\u0634\u062a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%aa%d9%88%d8%b3%d8%b7_%d9%85%d8%ab%d8%a7%d9%84\" >np.arange() \u062a\u0648\u0633\u0637 \u0645\u062b\u0627\u0644<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%88%d8%a7%d8%b1%d8%af_%da%a9%d8%b1%d8%af%d9%86_numpy\" >\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 NumPy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%87%d9%85%d9%87_%d8%a8%d8%b1%d9%87%d8%a7%d9%86_nparange\" >\u0647\u0645\u0647 \u0628\u0631\u0647\u0627\u0646 np.arange()<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%a8%d8%a7_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86\" >np.arange() \u0628\u0627 \u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%a8%d8%a7_%d8%b4%d8%b1%d9%88%d8%b9_%da%a9%d9%86%db%8c%d8%af_%d9%88_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86\" >np.arange() \u0628\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f \u0648 \u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%a8%d8%a7_%d8%b4%d8%b1%d9%88%d8%b9_%da%a9%d9%86%db%8c%d8%af%d8%8c_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86_%d9%88_%da%af%d8%a7%d9%85\" >np.arange() \u0628\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f\u060c \u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646 \u0648 \u06af\u0627\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%a8%d8%b1%d8%a7%db%8c_%d9%85%d8%ad%d8%af%d9%88%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d8%b9%da%a9%d9%88%d8%b3\" >np.arange() \u0628\u0631\u0627\u06cc \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u0645\u0639\u06a9\u0648\u0633<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_ndaray_%d9%87%d8%a7%db%8c_%d8%ae%d8%a7%d9%84%db%8c_%d8%a8%d8%a7_nparange\" >\u0627\u06cc\u062c\u0627\u062f NDAray \u0647\u0627\u06cc \u062e\u0627\u0644\u06cc \u0628\u0627 np.arange()<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d8%a7%d9%86%d9%88%d8%a7%d8%b9_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c_%d8%b4%d8%af%d9%87_%d8%a8%d8%b1%d8%a7%db%8c_nparange\" >\u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc np.arange()<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%af%d8%b1_%d9%85%d9%82%d8%a7%d8%a8%d9%84_nplinspace\" >np.arange() \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 np.linspace()<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#nparange_%d8%af%d8%b1_%d9%85%d9%82%d8%a7%d8%a8%d9%84_%d8%af%d8%a7%d8%ae%d9%84%db%8c_%d8%af%d8%a7%d9%85%d9%86%d9%87\" >np.arange() \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u062f\u0627\u062e\u0644\u06cc \u062f\u0627\u0645\u0646\u0647()<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%be%d8%a7%d8%b1%d8%a7%d9%85%d8%aa%d8%b1%d9%87%d8%a7_%d9%88_%d8%a8%d8%a7%d8%b2%d8%af%d9%87\" >\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0628\u0627\u0632\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%da%a9%d8%a7%d8%b1%d8%a7%db%8c%db%8c_%d9%88_%d8%b3%d8%b1%d8%b9%d8%aa\" >\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0633\u0631\u0639\u062a<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%a7%d8%a8%d8%b9-arange-numpy\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>NumPy<\/strong> \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u06cc\u0627\u0636\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a.  \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u0628\u0632\u0627\u0631 \u0631\u06cc\u0627\u0636\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627 \u0648 \u0645\u0627\u062a\u0631\u06cc\u0633\u200c\u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc\u060c \u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc\u060c \u0645\u0648\u0644\u062f\u0647\u0627\u06cc \u0627\u0639\u062f\u0627\u062f \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 NumPy \u0627\u0633\u062a <code>ndarray<\/code> &#8211; \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 N \u0628\u0639\u062f\u06cc.  \u0627\u0645\u0631\u0648\u0632\u060c \u0645\u0627 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 <strong><em>\u062f\u0627\u0631\u0627\u06cc \u0647\u0627<\/em><\/strong>\u060c \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>NumPy.arange()<\/code> \u062a\u0627\u0628\u0639.<\/p>\n<h2 id=\"parametersandreturn\"><span class=\"ez-toc-section\" id=\"%d9%be%d8%a7%d8%b1%d8%a7%d9%85%d8%aa%d8%b1%d9%87%d8%a7_%d9%88_%d8%a8%d8%a7%d8%b2%da%af%d8%b4%d8%aa\"><\/span>\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0628\u0627\u0632\u06af\u0634\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<pre><code class=\"hljs\">numpy.arange((start, )stop, (step, )dtype=<span class=\"hljs-literal\">None<\/span>)\n<\/code><\/pre>\n<p>\u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0627 \u0641\u0627\u0635\u0644\u0647 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0628\u0627\u0632\u0647 \u0645\u0639\u06cc\u0646 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646:<\/p>\n<ul>\n<li><strong>\u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/strong> \u06cc\u06a9 \u0639\u062f\u062f (\u0635\u062d\u06cc\u062d \u06cc\u0627 \u0648\u0627\u0642\u0639\u06cc) \u0627\u0633\u062a \u06a9\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0632 \u0622\u0646 \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0627\u0633\u062a.<\/li>\n<li><strong>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/strong> \u0639\u062f\u062f\u06cc \u0627\u0633\u062a (\u0635\u062d\u06cc\u062d \u06cc\u0627 \u062d\u0642\u06cc\u0642\u06cc) \u06a9\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0647 \u0622\u0646 \u062e\u062a\u0645 \u0645\u06cc \u0634\u0648\u062f \u0648 \u062f\u0631 \u0622\u0646 \u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li><strong>\u06af\u0627\u0645<\/strong> \u0639\u062f\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0641\u0627\u0635\u0644\u0647 \u0628\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u0648\u0627\u0644\u06cc \u062f\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0627\u0633\u062a \u0648 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 1 \u0627\u0633\u062a.<\/li>\n<li><strong>dtype<\/strong> \u0646\u0648\u0639 \u062e\u0631\u0648\u062c\u06cc \u0639\u0646\u0627\u0635\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0633\u062a.  \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 None \u0627\u0633\u062a.<\/li>\n<\/ul>\n<p>\u0645\u062a\u062f an \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>ndarray<\/code> \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u0633\u0627\u0648\u06cc \u0628\u0627 \u0641\u0627\u0635\u0644\u0647  \u0627\u06af\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0639\u0646\u0627\u0635\u0631 \u0645\u0645\u06cc\u0632 \u0634\u0646\u0627\u0648\u0631 \u0631\u0627 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u060c \u0637\u0648\u0644 \u0622\u0631\u0627\u06cc\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <code>ceil((stop - start)\/step)<\/code>.<\/p>\n<h2 id=\"nparangebyexample\"><span class=\"ez-toc-section\" id=\"nparange_%d8%aa%d9%88%d8%b3%d8%b7_%d9%85%d8%ab%d8%a7%d9%84\"><\/span><em>np.arange()<\/em> \u062a\u0648\u0633\u0637 \u0645\u062b\u0627\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 id=\"importingnumpy\"><span class=\"ez-toc-section\" id=\"%d9%88%d8%a7%d8%b1%d8%af_%da%a9%d8%b1%d8%af%d9%86_numpy\"><\/span>\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 NumPy<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0628\u0627 NumPy\u060c \u0628\u0627\u06cc\u062f import \u0622\u0646\u060c \u0632\u06cc\u0631\u0627 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062e\u0627\u0631\u062c\u06cc \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> NumPy <span class=\"hljs-keyword\">as<\/span> np\n<\/code><\/pre>\n<p>\u062f\u0631 \u0635\u0648\u0631\u062a \u0639\u062f\u0645 \u0646\u0635\u0628\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f <code>pip<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install numpy<\/span>\n<\/code><\/pre>\n<h3 id=\"allargumentnparange\"><span class=\"ez-toc-section\" id=\"%d9%87%d9%85%d9%87_%d8%a8%d8%b1%d9%87%d8%a7%d9%86_nparange\"><\/span>\u0647\u0645\u0647 \u0628\u0631\u0647\u0627\u0646 <em>np.arange()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 <code>arange()<\/code> \u0628\u0627 \u062a\u0645\u0627\u0645 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0646\u0628\u0627\u0644\u0647\u200c\u0627\u06cc \u0627\u0632 0 \u0634\u0631\u0648\u0639 \u0634\u0648\u062f\u060c \u062f\u0631 10 \u0645\u062a\u0648\u0642\u0641 \u0634\u0648\u062f\u060c \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u0627\u0645 3\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627 REPL\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u062f\u0646\u0628\u0627\u0644\u0647 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(start=<span class=\"hljs-number\">0<\/span>, stop=<span class=\"hljs-number\">10<\/span>, step=<span class=\"hljs-number\">2<\/span>, dtype=<span class=\"hljs-built_in\">int<\/span>)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 <code>array<\/code> \u0647\u0633\u062a \u06cc\u06a9 <code>ndarray<\/code> \u062d\u0627\u0648\u06cc \u0639\u0646\u0627\u0635\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;<\/span><span class=\"bash\">&gt;&gt; result_array<\/span>\narray((0, 2, 4, 6, 8))\n<\/code><\/pre>\n<p>\u0634\u0627\u06cc\u0627\u0646 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 <code>stop<\/code> \u0639\u0646\u0635\u0631 <strong>\u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a<\/strong>\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 <code>start<\/code> \u0639\u0646\u0635\u0631 <strong>\u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/strong>\u060c \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u0645\u0627 \u06cc\u06a9 <code>0<\/code> \u0627\u0645\u0627 \u0646\u0647 a <code>10<\/code> \u062d\u062a\u06cc \u0627\u06af\u0631 \u0639\u0646\u0635\u0631 \u0628\u0639\u062f\u06cc \u062f\u0631 \u062f\u0646\u0628\u0627\u0644\u0647 \u0628\u0627\u06cc\u062f a \u0628\u0627\u0634\u062f <code>10<\/code>.<\/p>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u0637\u0628\u0642 \u0645\u0639\u0645\u0648\u0644\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u0645\u0648\u0636\u0639\u06cc \u0631\u0627 \u0628\u062f\u0648\u0646 \u0646\u0627\u0645 \u0628\u0631\u062f\u0646 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u06cc\u062f <strong>\u06cc\u0627<\/strong> \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0645\u0648\u0642\u0639\u06cc\u062a\u200c\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062e\u0627\u0637\u0631 \u0628\u0633\u067e\u0627\u0631\u06cc\u062f &#8211; \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u0627\u0645\u200c\u06af\u0630\u0627\u0631\u06cc \u0622\u0646\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">array = np.arange(start=<span class=\"hljs-number\">0<\/span>, stop=<span class=\"hljs-number\">10<\/span>, step=<span class=\"hljs-number\">2<\/span>, dtype=<span class=\"hljs-built_in\">int<\/span>)\n\narray = np.arange(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-built_in\">int<\/span>)\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0631\u060c \u0627\u063a\u0644\u0628 \u0627\u0632 \u062f\u0648\u0645\u06cc \u0648 \u0645\u0648\u0627\u0636\u0639 \u0627\u06cc\u0646 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f <em>\u0628\u0627\u06cc\u062f<\/em> \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u0627\u0632 <code>start<\/code>\u060c <code>stop<\/code>\u060c <code>step<\/code>\u060c \u0648 <code>dtype<\/code>.<\/p>\n<h3 id=\"nparangewithstop\"><span class=\"ez-toc-section\" id=\"nparange_%d8%a8%d8%a7_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86\"><\/span><em>np.arange()<\/em> \u0628\u0627 <em>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06af\u0631 \u0641\u0642\u0637 <em>\u06cc\u06a9\u06cc<\/em> \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <code>stop<\/code> \u0627\u0631\u0632\u0634.  \u062e\u0631\u0648\u062c\u06cc \u062a\u0645\u0627\u0645 \u0627\u0639\u062f\u0627\u062f \u062a\u0627\u060c \u0627\u0645\u0627 \u0628\u062f\u0648\u0646 \u0634\u0627\u0645\u0644 <code>stop<\/code> \u0634\u0645\u0627\u0631\u0647\u060c \u0628\u0627 \u0645\u0631\u062d\u0644\u0647 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 <code>1<\/code> \u0648 <code>start<\/code> \u0627\u0632 <code>0<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(<span class=\"hljs-number\">5<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>))\n<\/code><\/pre>\n<h3 id=\"nparangewithstartandstop\"><span class=\"ez-toc-section\" id=\"nparange_%d8%a8%d8%a7_%d8%b4%d8%b1%d9%88%d8%b9_%da%a9%d9%86%db%8c%d8%af_%d9%88_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86\"><\/span><em>np.arange()<\/em> \u0628\u0627 <em>\u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/em> \u0648 <em>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u062f\u0648 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u060c \u0622\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0628\u0647 <code>start<\/code> \u0648 <code>stop<\/code>\u060c \u0628\u0627 \u067e\u06cc\u0634 \u0641\u0631\u0636 <code>step<\/code> \u0627\u0632 <code>1<\/code> &#8211; \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u062e\u0627\u0635 \u0628\u062f\u0648\u0646 \u0641\u06a9\u0631 \u06a9\u0631\u062f\u0646 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">10<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>))\n<\/code><\/pre>\n<p>\u0645\u0627\u0646\u0646\u062f \u0645\u062b\u0627\u0644 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc\u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u06cc\u0632 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u062c\u0627\u06cc \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u0645\u0645\u06cc\u0632 \u0634\u0646\u0627\u0648\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 5.5 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(<span class=\"hljs-number\">5.5<\/span>, <span class=\"hljs-number\">11.75<\/span>)\n<\/code><\/pre>\n<p>\u0622\u0631\u0627\u06cc\u0647 \u062d\u0627\u0635\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray(( <span class=\"hljs-number\">5.5<\/span>,  <span class=\"hljs-number\">6.5<\/span>,  <span class=\"hljs-number\">7.5<\/span>,  <span class=\"hljs-number\">8.5<\/span>,  <span class=\"hljs-number\">9.5<\/span>, <span class=\"hljs-number\">10.5<\/span>, <span class=\"hljs-number\">11.5<\/span>))\n<\/code><\/pre>\n<h3 id=\"nparangewithstartstopandstep\"><span class=\"ez-toc-section\" id=\"nparange_%d8%a8%d8%a7_%d8%b4%d8%b1%d9%88%d8%b9_%da%a9%d9%86%db%8c%d8%af%d8%8c_%d9%85%d8%aa%d9%88%d9%82%d9%81_%da%a9%d8%b1%d8%af%d9%86_%d9%88_%da%af%d8%a7%d9%85\"><\/span><em>np.arange()<\/em> \u0628\u0627 <em>\u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/em>\u060c <em>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/em> \u0648 <em>\u06af\u0627\u0645<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 <code>dtype<\/code> \u0627\u0633\u062a <code>None<\/code> \u0648 \u062f\u0631 \u0622\u0646 \u0635\u0648\u0631\u062a\u060c <code>int<\/code>s \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0627\u0634\u062a\u0646 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 a \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f <code>start<\/code>\u060c <code>stop<\/code> \u0648 <code>step<\/code>.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0645\u0627\u0645 \u0627\u0639\u062f\u0627\u062f \u0632\u0648\u062c \u0628\u06cc\u0646 \u0622\u0646\u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 <code>6<\/code> (\u0634\u0627\u0645\u0644) \u0648 <code>22<\/code> (\u0627\u0646\u062d\u0635\u0627\u0631\u06cc):<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">22<\/span>, <span class=\"hljs-number\">2<\/span>)\n<\/code><\/pre>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u0647\u0645\u0647 \u0627\u0639\u062f\u0627\u062f \u0632\u0648\u062c \u0628\u06cc\u0646 6 \u062a\u0627 22 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray(( <span class=\"hljs-number\">6<\/span>,  <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">16<\/span>, <span class=\"hljs-number\">18<\/span>, <span class=\"hljs-number\">20<\/span>))\n<\/code><\/pre>\n<h3 id=\"nparangeforreversedranges\"><span class=\"ez-toc-section\" id=\"nparange_%d8%a8%d8%b1%d8%a7%db%8c_%d9%85%d8%ad%d8%af%d9%88%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d8%b9%da%a9%d9%88%d8%b3\"><\/span><em>np.arange()<\/em> \u0628\u0631\u0627\u06cc \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u0645\u0639\u06a9\u0648\u0633<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0647\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0639\u0628\u0648\u0631 \u06a9\u0646\u06cc\u0645 <em>\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0646\u0641\u06cc<\/em> \u0628\u0647 \u062f\u0631\u0648\u0646 <code>np.arange()<\/code> \u062a\u0627\u0628\u0639\u06cc \u0628\u0631\u0627\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0645\u0639\u06a9\u0648\u0633 \u0627\u0632 \u0627\u0639\u062f\u0627\u062f.<\/p>\n<p>\u0627\u06cc\u0646 <code>start<\/code> \u0639\u062f\u062f \u0628\u0632\u0631\u06af\u062a\u0631\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0634\u0631\u0648\u0639 \u0628\u0647 \u0634\u0645\u0627\u0631\u0634 \u06a9\u0646\u06cc\u0645 <code>stop<\/code> \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0648 \u0645\u0631\u062d\u0644\u0647 \u06cc\u06a9 \u0639\u062f\u062f \u0645\u0646\u0641\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">result_array = np.arange(start=<span class=\"hljs-number\">30<\/span>,stop=<span class=\"hljs-number\">14<\/span>, step=-<span class=\"hljs-number\">3<\/span>)\n<\/code><\/pre>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u0646\u0632\u0648\u0644\u06cc \u0628\u0627 a \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <em>\u06af\u0627\u0645 \u0645\u0646\u0641\u06cc<\/em> \u0627\u0632 3:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((<span class=\"hljs-number\">30<\/span>, <span class=\"hljs-number\">27<\/span>, <span class=\"hljs-number\">24<\/span>, <span class=\"hljs-number\">21<\/span>, <span class=\"hljs-number\">18<\/span>, <span class=\"hljs-number\">15<\/span>))\n<\/code><\/pre>\n<h3 id=\"creatingemptyndarrayswithnparange\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_ndaray_%d9%87%d8%a7%db%8c_%d8%ae%d8%a7%d9%84%db%8c_%d8%a8%d8%a7_nparange\"><\/span>\u0627\u06cc\u062c\u0627\u062f NDAray \u0647\u0627\u06cc \u062e\u0627\u0644\u06cc \u0628\u0627 <em>np.arange()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062e\u0627\u0644\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 <code>arange<\/code> \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(<span class=\"hljs-number\">0<\/span>)\n<\/code><\/pre>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u062e\u0627\u0644\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((), dtype=int32)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0627\u062a\u0641\u0627\u0642 \u0645\u06cc \u0627\u0641\u062a\u062f \u0632\u06cc\u0631\u0627 <code>0<\/code> \u0647\u0633\u062a <code>stop<\/code> \u0645\u0642\u062f\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645\u060c \u0648 \u0645\u0642\u062f\u0627\u0631 \u0634\u0631\u0648\u0639 \u0646\u06cc\u0632 \u0627\u0633\u062a <code>0<\/code> \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u06cc\u0634 \u0641\u0631\u0636.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0634\u0645\u0627\u0631\u0634 \u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0645\u062a\u0648\u0642\u0641 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0645\u0648\u0631\u062f \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u062a\u06cc\u062c\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u062e\u0627\u0644\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 \u0634\u0631\u0648\u0639 \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u0645\u0642\u062f\u0627\u0631 \u062a\u0648\u0642\u0641 \u0628\u0627\u0634\u062f \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06af\u0627\u0645 \u0645\u062b\u0628\u062a \u0627\u0633\u062a.  \u0645\u062b\u0644\u0627:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(start=<span class=\"hljs-number\">30<\/span>, stop=<span class=\"hljs-number\">10<\/span>, step=<span class=\"hljs-number\">1<\/span>)\n<\/code><\/pre>\n<p>\u0646\u062a\u06cc\u062c\u0647 \u0646\u06cc\u0632 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u062e\u0627\u0644\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((), dtype=int32)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0639\u06a9\u0633 \u0646\u06cc\u0632 \u0627\u062a\u0641\u0627\u0642 \u0628\u06cc\u0641\u062a\u062f.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u06cc\u06a9 \u0639\u062f\u062f \u06a9\u0648\u0686\u06a9 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645\u060c \u0631\u0648\u06cc \u06cc\u06a9 \u0639\u062f\u062f \u0628\u0632\u0631\u06af\u062a\u0631 \u062a\u0648\u0642\u0641 \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 <code>step<\/code> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0639\u062f\u062f \u0645\u0646\u0641\u06cc  \u062e\u0631\u0648\u062c\u06cc \u0646\u06cc\u0632 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u062e\u0627\u0644\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(start=<span class=\"hljs-number\">10<\/span>, stop=<span class=\"hljs-number\">30<\/span>, step=-<span class=\"hljs-number\">1<\/span>)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0646\u06cc\u0632 \u0645\u0646\u062c\u0631 \u0628\u0647 \u062e\u0627\u0644\u06cc \u0645\u06cc \u0634\u0648\u062f <code>ndarray<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((), dtype=int32)\n<\/code><\/pre>\n<h3 id=\"supporteddatatypesfornparange\"><span class=\"ez-toc-section\" id=\"%d8%a7%d9%86%d9%88%d8%a7%d8%b9_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c_%d8%b4%d8%af%d9%87_%d8%a8%d8%b1%d8%a7%db%8c_nparange\"><\/span>\u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc <em>np.arange()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<blockquote>\n<p>\u0627\u06cc\u0646 <code>dtype<\/code> \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u060c \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0628\u0647 <code>int<\/code> \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0631 <strong>\u0646\u0648\u0639 \u062f\u0627\u062f\u0647 NumPy \u0645\u0639\u062a\u0628\u0631<\/strong>.<\/p>\n<\/blockquote>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0646\u0628\u0627\u06cc\u062f \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0634\u062a\u0628\u0627\u0647 \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0646\u0633\u062e\u0647 \u0645\u062e\u062a\u0635\u0631 \u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c\u200c\u062a\u0631 \u06cc\u0627 \u0646\u0627\u0645 \u06a9\u0627\u0645\u0644\u060c \u0628\u0627 \u067e\u06cc\u0634\u0648\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>np.<\/code>:<\/p>\n<pre><code class=\"hljs\">np.arange(..., dtype=<span class=\"hljs-built_in\">int<\/span>)\nnp.arange(..., dtype=np.int32)\nnp.arange(..., dtype=np.int64)\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u060c \u0645\u0627\u0646\u0646\u062f <code>np.csignle<\/code>\u060c \u067e\u06cc\u0634\u0648\u0646\u062f \u0646\u0648\u0639 \u0631\u0627 \u0628\u0627 <code>np.<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(start=<span class=\"hljs-number\">10<\/span>, stop=<span class=\"hljs-number\">30<\/span>, step=<span class=\"hljs-number\">1<\/span>, dtype=np.csingle)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((<span class=\"hljs-number\">10.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">11.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">12.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">13.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">14.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">15.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">16.<\/span>+<span class=\"hljs-number\">0.j<\/span>,\n       <span class=\"hljs-number\">17.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">18.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">19.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">20.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">21.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">22.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">23.<\/span>+<span class=\"hljs-number\">0.j<\/span>,\n       <span class=\"hljs-number\">24.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">25.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">26.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">27.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">28.<\/span>+<span class=\"hljs-number\">0.j<\/span>, <span class=\"hljs-number\">29.<\/span>+<span class=\"hljs-number\">0.j<\/span>),\n      dtype=complex64)\n<\/code><\/pre>\n<p>\u06cc\u06a9 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u06a9\u0648\u062a\u0627\u0647 \u062f\u0633\u062a \u06a9\u0648\u062a\u0627\u0647 \u06cc\u06a9 \u0627\u0633\u062a <code>float<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.arange(start=<span class=\"hljs-number\">10<\/span>, stop=<span class=\"hljs-number\">30<\/span>, step=<span class=\"hljs-number\">1<\/span>, dtype=<span class=\"hljs-built_in\">float<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray((<span class=\"hljs-number\">10.<\/span>, <span class=\"hljs-number\">11.<\/span>, <span class=\"hljs-number\">12.<\/span>, <span class=\"hljs-number\">13.<\/span>, <span class=\"hljs-number\">14.<\/span>, <span class=\"hljs-number\">15.<\/span>, <span class=\"hljs-number\">16.<\/span>, <span class=\"hljs-number\">17.<\/span>, <span class=\"hljs-number\">18.<\/span>, <span class=\"hljs-number\">19.<\/span>, <span class=\"hljs-number\">20.<\/span>, <span class=\"hljs-number\">21.<\/span>, <span class=\"hljs-number\">22.<\/span>,\n       <span class=\"hljs-number\">23.<\/span>, <span class=\"hljs-number\">24.<\/span>, <span class=\"hljs-number\">25.<\/span>, <span class=\"hljs-number\">26.<\/span>, <span class=\"hljs-number\">27.<\/span>, <span class=\"hljs-number\">28.<\/span>, <span class=\"hljs-number\">29.<\/span>))\n<\/code><\/pre>\n<blockquote>\n<p>\u0628\u0631\u0627\u06cc \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc NumPy \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647\u060c \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u0646 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/numpy.org\/devdocs\/user\/basics.types.html\" class=\"broken_link\">\u0627\u0633\u0646\u0627\u062f \u0631\u0633\u0645\u06cc<\/a>.<\/p>\n<\/blockquote>\n<h2 id=\"nparangevsnplinspace\"><span class=\"ez-toc-section\" id=\"nparange_%d8%af%d8%b1_%d9%85%d9%82%d8%a7%d8%a8%d9%84_nplinspace\"><\/span><em>np.arange()<\/em> \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 <em>np.linspace()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><code>np.linspace()<\/code>  \u0634\u0628\u06cc\u0647 \u0627\u0633\u062a \u0628\u0647 <code>np.arange()<\/code> \u062f\u0631 \u0628\u0627\u0632\u06af\u0634\u062a \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u0633\u0627\u0648\u06cc \u0641\u0627\u0635\u0644\u0647.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0686\u0646\u062f \u062a\u0641\u0627\u0648\u062a \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0628\u0627 <code>np.linspace()<\/code>\u060c \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u0645\u0634\u062e\u0635 \u0628\u0647 \u062c\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u062f.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0631\u0627 \u062f\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0631\u06af\u0634\u062a\u06cc \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f.  \u062a\u0641\u0627\u0648\u062a \u062f\u06cc\u06af\u0631 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 <code>np.linspace()<\/code> \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062c\u0627\u06cc \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647\u060c \u0686\u0646\u062f\u06cc\u0646 \u0622\u0631\u0627\u06cc\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0627\u0632 <code>np.linspace()<\/code> \u0628\u0627 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0648 5 \u0646\u0645\u0648\u0646\u0647:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.linspace(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">20<\/span>, num=<span class=\"hljs-number\">5<\/span>, endpoint=<span class=\"hljs-literal\">True<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray(( <span class=\"hljs-number\">0.<\/span>,  <span class=\"hljs-number\">5.<\/span>, <span class=\"hljs-number\">10.<\/span>, <span class=\"hljs-number\">15.<\/span>, <span class=\"hljs-number\">20.<\/span>))\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0647\u0645 \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627 \u0648 \u0647\u0645 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u0627\u0645 \u0627\u0633\u062a <code>5<\/code>\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.linspace(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">20<\/span>, num=<span class=\"hljs-number\">2<\/span>, endpoint=<span class=\"hljs-literal\">True<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray(( <span class=\"hljs-number\">0.<\/span>, <span class=\"hljs-number\">20.<\/span>))\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u062f\u0648 \u0646\u0642\u0637\u0647 \u0628\u06cc\u0646 0 \u062a\u0627 20 \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0637\u0628\u06cc\u0639\u06cc 20 \u0642\u062f\u0645 \u0627\u0632 \u0647\u0645 \u0641\u0627\u0635\u0644\u0647 \u062f\u0627\u0631\u0646\u062f.  \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f <code>endpoint<\/code> \u0628\u0647 <code>False<\/code> \u0648 <code>np.linspace()<\/code> \u0628\u06cc\u0634\u062a\u0631 \u0634\u0628\u06cc\u0647 \u0631\u0641\u062a\u0627\u0631 \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f <code>np.arange()<\/code> \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0639\u0646\u0635\u0631 \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0634\u0627\u0645\u0644 \u0646\u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array = np.linspace(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">20<\/span>, num=<span class=\"hljs-number\">5<\/span>, endpoint=<span class=\"hljs-literal\">False<\/span>)\n<span class=\"hljs-meta\">&gt;&gt;&gt; <\/span>result_array\narray(( <span class=\"hljs-number\">0.<\/span>,  <span class=\"hljs-number\">4.<\/span>,  <span class=\"hljs-number\">8.<\/span>, <span class=\"hljs-number\">12.<\/span>, <span class=\"hljs-number\">16.<\/span>))\n<\/code><\/pre>\n<h2 id=\"nparangevsbuiltinrange\"><span class=\"ez-toc-section\" id=\"nparange_%d8%af%d8%b1_%d9%85%d9%82%d8%a7%d8%a8%d9%84_%d8%af%d8%a7%d8%ae%d9%84%db%8c_%d8%af%d8%a7%d9%85%d9%86%d9%87\"><\/span><em>np.arange()<\/em> \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u062f\u0627\u062e\u0644\u06cc <em>\u062f\u0627\u0645\u0646\u0647()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0627\u062e\u0644\u06cc <code>range()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 <code>np.arange()<\/code> \u0634\u0628\u0627\u0647\u062a \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u0646\u062f \u0627\u0645\u0627 \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u062c\u0632\u0626\u06cc \u062f\u0627\u0631\u0646\u062f.  \u062f\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc\u060c \u0628\u0631\u062e\u06cc \u0627\u0632 \u0634\u0628\u0627\u0647\u062a\u200c\u0647\u0627 \u0648 \u062a\u0641\u0627\u0648\u062a\u200c\u0647\u0627\u06cc \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/p>\n<h3 id=\"parametersandreturns\"><span class=\"ez-toc-section\" id=\"%d9%be%d8%a7%d8%b1%d8%a7%d9%85%d8%aa%d8%b1%d9%87%d8%a7_%d9%88_%d8%a8%d8%a7%d8%b2%d8%af%d9%87\"><\/span>\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0628\u0627\u0632\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0634\u0628\u0627\u0647\u062a \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u062f\u0648 \u0622\u0646\u0647\u0627 \u062f\u0627\u0631\u0627\u06cc <code>start<\/code>\u060c <code>stop<\/code>\u060c \u0648 <code>step<\/code>.  \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0622\u0646\u0647\u0627 \u0647\u0631 \u062f\u0648 \u0647\u0633\u062a\u0646\u062f <code>start<\/code> \u0641\u0631\u0627\u06af\u06cc\u0631\u060c \u0648 <code>stop<\/code> \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u060c \u0628\u0627 \u06cc\u06a9 \u067e\u06cc\u0634 \u0641\u0631\u0636 <code>step<\/code> \u0627\u0632 <code>1<\/code>.<\/p>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644:<\/p>\n<ol>\n<li>\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0686\u0646\u062f\u06cc\u0646 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0634\u0646\u0627\u0648\u0631\u0647\u0627 \u0648 \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f<\/li>\n<li>\u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f a <code>ndarray<\/code><\/li>\n<li>\u0622\u0631\u0627\u06cc\u0647 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f<\/li>\n<\/ol>\n<ol>\n<li>\u0641\u0642\u0637 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f<\/li>\n<li>\u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f a <code>range<\/code> \u0647\u062f\u0641 &#8211; \u0634\u06cc<\/li>\n<li>\u0627\u0639\u062f\u0627\u062f \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062a\u0642\u0627\u0636\u0627<\/li>\n<\/ol>\n<h3 id=\"efficiencyandspeed\"><span class=\"ez-toc-section\" id=\"%da%a9%d8%a7%d8%b1%d8%a7%db%8c%db%8c_%d9%88_%d8%b3%d8%b1%d8%b9%d8%aa\"><\/span>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0633\u0631\u0639\u062a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0646 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <code>np.arange()<\/code> \u0648 \u062f\u0627\u062e\u0644\u06cc <code>range()<\/code> \u062a\u0627\u0628\u0639.  \u062a\u0627\u0628\u0639 \u0645\u062d\u062f\u0648\u062f\u0647 \u0627\u0639\u062f\u0627\u062f \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f \u0631\u0648\u06cc \u062a\u0642\u0627\u0636\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0628\u0647 \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 process \u0627\u06af\u0631 \u0645\u06cc \u062f\u0627\u0646\u06cc\u062f \u062c\u0627\u06cc\u06cc \u062f\u0631 \u0622\u0646 \u0645\u062d\u062f\u0648\u062f\u0647 \u0634\u06a9\u0633\u062a\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f: \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">100000000<\/span>):\n    <span class=\"hljs-keyword\">if<\/span> i == some_number:\n        <span class=\"hljs-keyword\">break<\/span>\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062d\u0627\u0641\u0638\u0647 \u06a9\u0645\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc \u06a9\u0646\u062f \u0632\u06cc\u0631\u0627 \u0647\u0645\u0647 \u0627\u0639\u062f\u0627\u062f \u0627\u0632 \u0642\u0628\u0644 \u0627\u06cc\u062c\u0627\u062f \u0646\u0634\u062f\u0647 \u0627\u0646\u062f.  \u0627\u06cc\u0646 \u0646\u06cc\u0632 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f <code>ndarrays<\/code> \u0633\u0627\u062e\u062a \u0627\u0648\u0644\u06cc\u0647 \u06a9\u0646\u062f\u062a\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06af\u0631 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0647 \u06a9\u0644 \u0645\u062d\u062f\u0648\u062f\u0647 \u0627\u0639\u062f\u0627\u062f \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c <code>np.arange()<\/code> \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 <code>range()<\/code> <strong>\u0686\u0647 \u0632\u0645\u0627\u0646\u06cc<\/strong> \u0637\u06cc\u0641 \u06a9\u0627\u0645\u0644 \u0627\u0639\u062f\u0627\u062f \u0648\u0627\u0631\u062f \u0628\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f\u060c <strong>\u0628\u0639\u062f \u0627\u0632<\/strong> \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0641\u0642\u0637 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646\u0647\u0627 \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u0645\u060c \u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f <code>np.arange()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0646\u062f\u062a\u0631 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0647\u0632\u06cc\u0646\u0647 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627\u0644\u0627\u062a\u0631:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> python -m timeit <span class=\"hljs-string\">\"for i in range(100000): pass\"<\/span><\/span>\n200 loops, best of 5: 1.13 msec per loop\n<span class=\"hljs-meta\">\n$<\/span><span class=\"bash\"> python -m timeit <span class=\"hljs-string\">\"import numpy as np\"<\/span> <span class=\"hljs-string\">\"for i in np.arange(100000): pass\"<\/span><\/span>\n100 loops, best of 5: 3.83 msec per loop\n<\/code><\/pre>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u062f\u0641 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0686\u06af\u0648\u0646\u06af\u06cc <code>np.arange()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u062a\u0627\u0628\u0639 \u0648 \u0631\u0648\u0634 \u062a\u0648\u0644\u06cc\u062f \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062e\u0644\u0627\u0635\u0647 \u0627\u06cc \u0627\u0632 \u0622\u0646\u0686\u0647 \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u067e\u0648\u0634\u0634 \u062f\u0627\u062f\u06cc\u0645 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<ol>\n<li><code>np.arange()<\/code>  \u062f\u0627\u0631\u0627\u06cc 4 \u067e\u0627\u0631\u0627\u0645\u062a\u0631:\n<ul>\n<li><strong>\u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/strong> \u06cc\u06a9 \u0639\u062f\u062f (\u0635\u062d\u06cc\u062d \u06cc\u0627 \u0648\u0627\u0642\u0639\u06cc) \u0627\u0633\u062a \u06a9\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0632 \u0622\u0646 \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f.  \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0627\u0633\u062a.<\/li>\n<li><strong>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/strong> \u0639\u062f\u062f\u06cc \u0627\u0633\u062a (\u0635\u062d\u06cc\u062d \u06cc\u0627 \u062d\u0642\u06cc\u0642\u06cc) \u06a9\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0647 \u0622\u0646 \u062e\u062a\u0645 \u0645\u06cc \u0634\u0648\u062f \u0648 \u062f\u0631 \u0622\u0646 \u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li><strong>\u06af\u0627\u0645<\/strong> \u0639\u062f\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0641\u0627\u0635\u0644\u0647 \u0628\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u0648\u0627\u0644\u06cc \u062f\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0627\u0633\u062a \u0648 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 1 \u0627\u0633\u062a.<\/li>\n<li><strong>dtype<\/strong> \u0646\u0648\u0639 \u062e\u0631\u0648\u062c\u06cc \u0639\u0646\u0627\u0635\u0631 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0627\u0633\u062a <code>None<\/code> \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u06cc\u0634 \u0641\u0631\u0636.<\/li>\n<\/ul>\n<\/li>\n<li>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0686\u0646\u062f\u06af\u0627\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <strong>dtypes<\/strong> \u0628\u0627 <code>arange<\/code> \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u06cc\u0646\u062a \u0647\u0627\u060c \u0634\u0646\u0627\u0648\u0631\u0647\u0627 \u0648 \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637.<\/li>\n<li>\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u062f\u0627\u0634\u062a\u0646 \u0639\u062f\u062f \u0628\u0632\u0631\u06af\u062a\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u062f\u0648\u062f\u0647 \u0645\u0639\u06a9\u0648\u0633 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f <strong>\u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f<\/strong>\u060c \u0639\u062f\u062f \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <strong>\u0645\u062a\u0648\u0642\u0641 \u06a9\u0631\u062f\u0646<\/strong>\u060c \u0648 <strong>\u06af\u0627\u0645<\/strong> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0639\u062f\u062f \u0645\u0646\u0641\u06cc<\/li>\n<li><code>np.linspace()<\/code>  \u0634\u0628\u06cc\u0647 \u0627\u0633\u062a \u0628\u0647 <code>np.arange()<\/code> \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u0634\u0627\u0645\u0644 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u06af\u0646\u062c\u0627\u0646\u062f\u0646 \u0646\u0642\u0637\u0647 \u067e\u0627\u06cc\u0627\u0646\u06cc \u0648 \u062a\u0648\u0644\u06cc\u062f \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 <strong>\u0646\u0645\u0648\u0646\u0647 \u0647\u0627<\/strong> \u0628\u062c\u0627\u06cc <strong>\u0645\u0631\u0627\u062d\u0644<\/strong>\u060c \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u0631\u0648\u06cc \u062a\u0639\u062f\u0627\u062f \u0646\u0645\u0648\u0646\u0647 \u0647\u0627<\/li>\n<li><code>np.arange()<\/code>  \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0644 \u0622\u0631\u0627\u06cc\u0647 \u062f\u0627\u0631\u06cc\u062f \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u062d\u062f\u0648\u062f\u0647 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0627\u0633\u062a.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06af\u0631 \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u062d\u0644\u0642\u0647 \u0632\u062f\u0646 \u062c\u0627\u06cc\u06cc \u0634\u06a9\u0633\u062a\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f\u060c \u0645\u062d\u062f\u0648\u062f\u0647 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a.<\/li>\n<\/ol>\n<\/div>\n<p><script>\n                        !function(f,b,e,v,n,t,s)\n                        {if(f.fbq)return;n=f.fbq=function(){n.callMethod?\n                        n.callMethod.apply(n,arguments):n.queue.push(arguments)};\n                        if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\n                        n.queue=();t=b.createElement(e);t.async=!0;\n                        t.src=v;s=b.getElementsByTagName(e)(0);\n                        s.parentNode.insertBefore(t,s)}(window, document,'script',\n                        'https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n                        fbq('init', '525232124909042');\n                        fbq('track', 'PageView');\n                    <\/script>    (\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0628\u0647 \u062a\u0631\u062c\u0645\u0647)# python<br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1403-01-08 22:56:09<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;15120&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u0627\u0628\u0639 arange() NumPy&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n  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class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc NumPy \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u06cc\u0627\u0636\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a. \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc 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\u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635\u06cc [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-15120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15120","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=15120"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15120\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9162"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15120"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15120"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}