{"id":15027,"date":"2024-01-07T20:20:09","date_gmt":"2024-01-07T16:50:09","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/"},"modified":"2024-01-07T20:20:09","modified_gmt":"2024-01-07T16:50:09","slug":"%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/","title":{"rendered":"\u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u06cc\u06a9 \u0639\u062f\u062f \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646"},"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\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%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\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87_%d8%b1%db%8c%d8%b4%d9%87_%d9%85%d8%b1%d8%a8%d8%b9_%d8%af%d8%b1_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86_%d8%a8%d8%a7_numpy\" >\u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 NumPy<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%b1%db%8c%d8%b4%d9%87_%d9%85%d8%b1%d8%a8%d8%b9_%d8%a7%d8%b9%d8%af%d8%a7%d8%af_%d9%85%d8%ae%d8%aa%d9%84%d8%b7_%d8%b1%d8%a7_%d8%a8%d8%a7_numpy_%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87_%da%a9%d9%86%db%8c%d8%af\" >\u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637 \u0631\u0627 \u0628\u0627 Numpy \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86_%d8%b1%db%8c%d8%a7%d8%b6%db%8c_%d9%85%d8%af%d9%88%d9%84\" >\u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u06cc\u0627\u0636\u06cc \u0645\u062f\u0648\u0644<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#mathsqrt\" >math.sqrt()<\/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\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#mathpow\" >math.pow()<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%b1%d8%a7_%d8%a7%d9%be%d8%b1%d8%a7%d8%aa%d9%88%d8%b1\" >\u0631\u0627 ** \u0627\u067e\u0631\u0627\u062a\u0648\u0631<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d8%b1%d8%a7_%d9%82%d8%af%d8%b1%d8%aa_%d8%aa%d8%a7%d8%a8%d8%b9\" >\u0631\u0627 \u0642\u062f\u0631\u062a () \u062a\u0627\u0628\u0639<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%d9%85%d8%b9%db%8c%d8%a7%d8%b1_%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af\" >\u0645\u0639\u06cc\u0627\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87-%d8%b1%db%8c%d8%b4%d9%87-%d9%85%d8%b1%d8%a8%d8%b9-%db%8c%da%a9-%d8%b9%d8%af%d8%af-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\/#%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>\u0631\u0627 <em>\u0645\u0631\u0628\u0639 root<\/em>  \u06cc\u06a9 \u0639\u062f\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0631\u0627\u06cc\u062c \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u062a\u0645\u0627\u0645 \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0639\u0644\u0645 &#8211; \u0641\u06cc\u0632\u06cc\u06a9\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u060c \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u063a\u06cc\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. &#8211; \u0628\u0627 \u0645\u062f\u0644\u0633\u0627\u0632\u06cc \u0622\u0646\u0686\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u062d\u0633\u0627\u0628 \u062f\u06cc\u0641\u0631\u0627\u0646\u0633\u06cc\u0644 \u0648 \u0627\u0646\u062a\u06af\u0631\u0627\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0646\u06af\u0627\u0647\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a <em>\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u0631\u0628\u0639 root \u06cc\u06a9 \u0639\u062f\u062f \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/em>.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627 \u06cc\u06a9 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u06cc\u0645 <a href=\"#performancebenchmark\" class=\"broken_link\"><em>\u0645\u0639\u06cc\u0627\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f<\/em><\/a>  \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a \u0648 \u062a\u0635\u0627\u062f\u0641\u06cc\u060c \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u0631\u0627\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u062a\u0645\u0627\u0645 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u06cc.<\/p>\n<h2 id=\"calculatesquarerootinpythonwithnumpy\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87_%d8%b1%db%8c%d8%b4%d9%87_%d9%85%d8%b1%d8%a8%d8%b9_%d8%af%d8%b1_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86_%d8%a8%d8%a7_numpy\"><\/span>\u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 NumPy<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NumPy \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0639\u0644\u0645\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062d\u0636\u0648\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f <em>\u0632\u06cc\u0627\u062f<\/em> \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647  \u0637\u0628\u06cc\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u0631\u062f <em>\u0632\u06cc\u0627\u062f<\/em> \u0628\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc \u06a9\u0645\u06a9\u06cc.<\/p>\n<p>\u0627\u06af\u0631 \u0642\u0628\u0644\u0627\u064b \u0646\u0635\u0628 \u0646\u0634\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \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<p>\u0627\u0632 \u0646\u0638\u0631 NumPy\u060c <code>sqrt()<\/code> \u062a\u0627\u0628\u0639 \u0645\u0631\u0628\u0639 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f root \u0627\u0632 \u06cc\u06a9 \u0639\u062f\u062f\u060c \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\nx = np.sqrt(<span class=\"hljs-number\">2<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(x)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<pre><code class=\"hljs\">1.4142135623730951\n<\/code><\/pre>\n<p>\u062c\u062f\u0627 \u0627\u0632 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u0646\u0641\u0631\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u060c <code>sqrt()<\/code> \u0647\u0645\u0686\u0646\u06cc\u0646 \u0642\u0627\u062f\u0631 \u0628\u0647 \u062a\u062c\u0632\u06cc\u0647 \u0644\u06cc\u0633\u062a \u0647\u0627 \u0648 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0631\u06cc\u0634\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0639 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">arr = (<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">7<\/span>)\nroots = np.sqrt(arr)\n<span class=\"hljs-built_in\">print<\/span>(roots)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<pre><code class=\"hljs\">(1.41421356 1.73205081 2.23606798 2.64575131)\n<\/code><\/pre>\n<p>\u0631\u0627 <code>sqrt()<\/code> \u0647\u0631 \u0686\u0646\u062f \u062a\u0627\u0628\u0639 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u062f\u0627\u0631\u062f &#8211; \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0631\u0628\u0639 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u062f root \u0627\u0632 \u06cc\u06a9 \u0639\u062f\u062f \u0645\u0646\u0641\u06cc\u060c \u0632\u06cc\u0631\u0627 \u0645\u0631\u0628\u0639 root \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u0648\u0627\u0642\u0639\u06cc \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0627\u0639\u062f\u0627\u062f \u0645\u062b\u0628\u062a \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u062f\u0631\u062c <code>-4<\/code> \u0628\u0647 \u062f\u0631\u0648\u0646 <code>sqrt()<\/code> \u062a\u0627\u0628\u0639 \u0645\u0646\u062c\u0631 \u0628\u0647 \u06cc\u06a9 \u0627\u0633\u062a\u062b\u0646\u0627 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(np.sqrt(-<span class=\"hljs-number\">4<\/span>))\n<\/code><\/pre>\n<p>\u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u0631\u0628\u0639 root \u0627\u0632 \u06cc\u06a9 \u0639\u062f\u062f \u0645\u0646\u0641\u06cc \u0628\u0627 \u06cc\u06a9 \u0627\u062e\u0637\u0627\u0631 \u0648 a <code>nan<\/code> \u0627\u0631\u0632\u0634:<\/p>\n<pre><code class=\"hljs\">RuntimeWarning: invalid value encountered in sqrt\nnan\n<\/code><\/pre>\n<h3 id=\"calculatesquarerootofcomplexnumberwithnumpy\"><span class=\"ez-toc-section\" id=\"%d8%b1%db%8c%d8%b4%d9%87_%d9%85%d8%b1%d8%a8%d8%b9_%d8%a7%d8%b9%d8%af%d8%a7%d8%af_%d9%85%d8%ae%d8%aa%d9%84%d8%b7_%d8%b1%d8%a7_%d8%a8%d8%a7_numpy_%d9%85%d8%ad%d8%a7%d8%b3%d8%a8%d9%87_%da%a9%d9%86%db%8c%d8%af\"><\/span>\u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637 \u0631\u0627 \u0628\u0627 Numpy \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062e\u0648\u0634\u0628\u062e\u062a\u0627\u0646\u0647\u060c NumPy \u0641\u0642\u0637 \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u0648\u0627\u0642\u0639\u06cc \u06a9\u0627\u0631 \u0646\u0645\u06cc \u06a9\u0646\u062f &#8211; \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637 \u0646\u06cc\u0632 \u06a9\u0627\u0631 \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\ncomplex_number = -<span class=\"hljs-number\">1<\/span> + <span class=\"hljs-number\">1j<\/span>\ncomplex_array = (-<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, complex_number)\n\ncomplex_root = np.sqrt(complex_number)\ncomplex_array_roots = np.sqrt(complex_array)\n\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">f\"Square root of '<span class=\"hljs-subst\">{complex_number}<\/span>':\\n <span class=\"hljs-subst\">{complex_root}<\/span>\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">f\"Square roots of '<span class=\"hljs-subst\">{complex_array}<\/span>':\\n <span class=\"hljs-subst\">{complex_array_roots}<\/span>\"<\/span>)\n<\/code><\/pre>\n<p>\u0627\u06af\u0631 \u062d\u062f\u0627\u0642\u0644 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f <em>\u06cc\u06a9\u06cc<\/em> \u0627\u0639\u062f\u0627\u062f \u0645\u062e\u062a\u0644\u0637 \u062f\u0631 \u06cc\u06a9 \u0644\u06cc\u0633\u062a\u060c \u0647\u0645\u0647 \u0627\u0639\u062f\u0627\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062e\u062a\u0644\u0637 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062d\u062a\u06cc \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0645\u0646\u0641\u06cc \u0646\u06cc\u0632 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0636\u0627\u0641\u0647 \u0634\u0648\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">Square root of '(-1+1j)':\n (0.45508986056222733+1.09868411346781j)\nSquare roots of '(-2, 3, (-1+1j))':\n (0.        +1.41421356j 1.73205081+0.j         0.45508986+1.09868411j)\n<\/code><\/pre>\n<h2 id=\"pythonsmathmodule\"><span class=\"ez-toc-section\" id=\"%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86_%d8%b1%db%8c%d8%a7%d8%b6%db%8c_%d9%85%d8%af%d9%88%d9%84\"><\/span>\u067e\u0627\u06cc\u062a\u0648\u0646 <em>\u0631\u06cc\u0627\u0636\u06cc<\/em> \u0645\u062f\u0648\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627 <code>math<\/code> \u0645\u0627\u0698\u0648\u0644 \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0647\u0645\u06cc\u0634\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0628\u0627\u06cc\u062f \u0648\u0627\u0631\u062f \u0634\u0648\u062f\u060c \u0648 \u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c\u060c \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u0628\u0639\u060c \u0644\u0641\u0627\u0641\u200c\u0628\u0646\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. root\u060c \u0642\u062f\u0631\u062a \u0647\u0627 \u0648 \u063a\u06cc\u0631\u0647:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> math\n<\/code><\/pre>\n<h3 id=\"mathsqrt\"><span class=\"ez-toc-section\" id=\"mathsqrt\"><\/span><em>math.sqrt()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627 <code>sqrt()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0632 <code>math<\/code> \u0645\u0627\u0698\u0648\u0644 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0631\u0628\u0639 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f root \u0627\u0632 \u0647\u0631 \u0639\u062f\u062f \u0645\u062b\u0628\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(math.sqrt(<span class=\"hljs-number\">2<\/span>))\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<pre><code class=\"hljs\">1.4142135623730951\n<\/code><\/pre>\n<p>\u0628\u0631\u062e\u0644\u0627\u0641 NumPy <code>sqrt()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0641\u0642\u0637 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06a9\u0627\u0631 \u06a9\u0646\u062f \u0631\u0648\u06cc \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u0648\u0627\u062d\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0645\u0631\u0628\u0639 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u062f root \u0627\u0632 \u0628\u06cc\u0646 \u062a\u0645\u0627\u0645 \u0639\u0646\u0627\u0635\u0631 \u06cc\u06a9 \u0644\u06cc\u0633\u062a\u060c \u0628\u0627\u06cc\u062f \u0627\u0632 a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>for<\/code> \u062d\u0644\u0642\u0647 \u06cc\u0627 \u062f\u0631\u06a9 \u0644\u06cc\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> math\n\narr = (<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">7<\/span>)\nroots = ()\n\n<span class=\"hljs-keyword\">for<\/span> x <span class=\"hljs-keyword\">in<\/span> arr:\n    roots.append(math.sqrt(x))\n\n\nroots = (math.sqrt(x) <span class=\"hljs-keyword\">for<\/span> x <span class=\"hljs-keyword\">in<\/span> arr)\n<\/code><\/pre>\n<p>\u062f\u0631 \u0647\u0631 \u062f\u0648 \u0645\u0648\u0631\u062f\u060c <code>roots<\/code> \u0644\u06cc\u0633\u062a \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">(1.4142135623730951, 1.7320508075688772, 2.23606797749979, 2.6457513110645907)\n<\/code><\/pre>\n<h3 id=\"mathpow\"><span class=\"ez-toc-section\" id=\"mathpow\"><\/span><em>math.pow()<\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9 \u0645\u0631\u0628\u0639 root \u06cc\u06a9 \u0639\u062f\u062f \u0631\u0627 \u0646\u06cc\u0632 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0628\u0627\u0644\u0627 \u0628\u0631\u062f\u0646 \u0639\u062f\u062f \u0628\u0647 \u062a\u0648\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0631\u062f <em>\u00bd<\/em>:<\/p>\n<p>$$<br \/>\\sqrt x = x^{\\frac 1 2}<br \/>$$<\/p>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0648\u0627\u0642\u0639\u0627\u064b\u060c \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0645\u0631\u0628\u0639 root \u06cc\u06a9 \u0639\u062f\u062f \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u062f\u062f \u0628\u0647 \u062a\u0648\u0627\u0646 \u00bd \u0628\u06cc\u0627\u0646 \u06a9\u0631\u062f. <code>math.pow()<\/code> \u062f\u0648 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 &#8211; \u0645\u0628\u0646\u0627 \u0648 \u062a\u0648\u0627\u0646 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f \u0648 \u067e\u0627\u06cc\u0647 \u0631\u0627 \u0628\u0647 \u062a\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u0648\u0627\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(math.<span class=\"hljs-built_in\">pow<\/span>(<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">0.5<\/span>))\n<\/code><\/pre>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">1.4142135623730951\n<\/code><\/pre>\n<h2 id=\"theoperator\"><span class=\"ez-toc-section\" id=\"%d8%b1%d8%a7_%d8%a7%d9%be%d8%b1%d8%a7%d8%aa%d9%88%d8%b1\"><\/span>\u0631\u0627 <em>**<\/em> \u0627\u067e\u0631\u0627\u062a\u0648\u0631<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0627 <code>**<\/code> \u0639\u0645\u0644\u06af\u0631 \u06cc\u06a9 \u0639\u0645\u0644\u06af\u0631 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0627\u0633\u062a \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0628\u0627 \u062f\u0648 \u0645\u0642\u062f\u0627\u0631 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u062f\u0631\u0633\u062a \u0645\u0627\u0646\u0646\u062f \u0636\u0631\u0628 \u0645\u0646\u0638\u0645 \u0628\u0627 <code>*<\/code> \u0645\u06cc\u06a9\u0646\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u06cc\u06a9 \u0639\u0645\u0644\u06af\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0686\u067e \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062a\u0648\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0631\u0627\u0633\u062a \u0622\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645.<\/p>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0634\u06a9\u0644 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-number\">2<\/span> ** <span class=\"hljs-number\">0.5<\/span>)\n<\/code><\/pre>\n<p>\u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<pre><code class=\"hljs\">1.4142135623730951\n<\/code><\/pre>\n<h2 id=\"thepowfunction\"><span class=\"ez-toc-section\" id=\"%d8%b1%d8%a7_%d9%82%d8%af%d8%b1%d8%aa_%d8%aa%d8%a7%d8%a8%d8%b9\"><\/span>\u0631\u0627 <em>\u0642\u062f\u0631\u062a ()<\/em> \u062a\u0627\u0628\u0639<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0627\u062e\u0644\u06cc \u062f\u06cc\u06af\u0631\u06cc \u062f\u0627\u0631\u062f <code>pow()<\/code> \u0631\u0648\u0634\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 import \u0627\u0632 <code>math<\/code> \u0645\u062f\u0648\u0644.  \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0632 \u0646\u0638\u0631 \u0641\u0646\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0632 <code>math.pow()<\/code> \u0631\u0648\u0634 \u062f\u0627\u062e\u0644\u06cc<\/p>\n<p><code>math.pow()<\/code>  \u0628\u0647 \u0637\u0648\u0631 \u0636\u0645\u0646\u06cc \u0639\u0646\u0627\u0635\u0631 \u0631\u0627 \u0628\u0647 <em>\u062f\u0648 \u0628\u0631\u0627\u0628\u0631 \u0645\u06cc \u0634\u0648\u062f<\/em>\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 <code>pow()<\/code> \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062e\u0644\u06cc \u0634\u06cc\u060c \u0628\u0631 \u0627\u0633\u0627\u0633 <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a \u062f\u0631 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9\u06cc \u06cc\u0627 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u062a\u0636\u0645\u06cc\u0646 \u06a9\u0646\u062f\u060c \u0627\u06af\u0631 \u0641\u0642\u0637 \u0645\u0631\u0628\u0639 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f root \u0627\u0632 \u06cc\u06a9 \u0639\u062f\u062f\u060c \u0648\u0627\u0642\u0639\u0627\u064b \u062a\u0641\u0627\u0648\u062a \u0631\u0627 \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-built_in\">pow<\/span>(<span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">0.5<\/span>))\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<pre><code class=\"hljs\">1.4142135623730951\n<\/code><\/pre>\n<h2 id=\"performancebenchmark\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%db%8c%d8%a7%d8%b1_%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af\"><\/span>\u0645\u0639\u06cc\u0627\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u062f\u0627\u0631\u062f \u0648 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0631\u0627 \u0628\u0627\u06cc\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f\u061f  \u0637\u0628\u0642 \u0645\u0639\u0645\u0648\u0644\u060c \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f <em>\u06cc\u06a9 \u0628\u0631\u0634 \u0648\u0627\u0636\u062d<\/em> \u0628\u0631\u0646\u062f\u0647\u060c \u0648 \u0622\u0646 <em>\u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f<\/em> \u0631\u0648\u06cc  \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627  \u06cc\u0639\u0646\u06cc\u060c \u0627\u06af\u0631 \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a\u060c \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u06cc\u0627 \u0622\u0631\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u0631\u0648\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af\u062a\u0631 &#8211; \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0645\u062a\u0641\u0627\u0648\u062a \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a\u060c \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0648 \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> timeit\n\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"Time to execute 100k operations \u0631\u0648\u06cc constant number: \\n\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.sqrt(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"math.sqrt(100)\"<\/span>, setup=<span class=\"hljs-string\">\"import math\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"math.pow(100, 0.5)\"<\/span>, setup=<span class=\"hljs-string\">\"import math\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"pow(100, 0.5)\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"np.sqrt(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"np.sqrt(100)\"<\/span>, setup=<span class=\"hljs-string\">\"import numpy as np\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"** operator: %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"100 ** 0.5\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"\\nTime to execute 100k operations \u0631\u0648\u06cc random number: \\n\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.sqrt() %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"math.sqrt(random.random())\"<\/span>, setup=<span class=\"hljs-string\">\"import math; import random;\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"math.pow(random.random(), 0.5)\"<\/span>, setup=<span class=\"hljs-string\">\"import math; import random\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"pow(random.random(), 0.5)\"<\/span>, setup=<span class=\"hljs-string\">\"import random\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"np.sqrt(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"np.sqrt(random.random())\"<\/span>, setup=<span class=\"hljs-string\">\"import numpy as np; import random\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"** operator: %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"random.random() ** 0.5\"<\/span>, setup=<span class=\"hljs-string\">\"import random\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"\\nTime to execute 100k operations \u0631\u0648\u06cc list of random numbers: \\n\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.sqrt() %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"(math.sqrt(x) for x in np.random.rand(100))\"<\/span>, setup=<span class=\"hljs-string\">\"import math; import numpy as np;\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"math.pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"(math.pow(x, 0.5) for x in np.random.rand(100))\"<\/span>, setup=<span class=\"hljs-string\">\"import math; import numpy as np;\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"pow(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"(pow(x, 0.5) for x in np.random.rand(100))\"<\/span>, setup=<span class=\"hljs-string\">\"import numpy as np;\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"np.sqrt(): %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"np.sqrt(np.random.rand(100))\"<\/span>, setup=<span class=\"hljs-string\">\"import numpy as np; import numpy as np;\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">\"** operator: %ss\"<\/span> % timeit.timeit(<span class=\"hljs-string\">\"np.random.rand(100) ** 0.5\"<\/span>, setup=<span class=\"hljs-string\">\"import numpy as np\"<\/span>, number=<span class=\"hljs-number\">100000<\/span>))\n<\/code><\/pre>\n<p>\u0645\u0627 \u062a\u0645\u0627\u0645 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0630\u06a9\u0631 \u0634\u062f\u0647 \u062f\u0631 \u0628\u0627\u0644\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06af\u0630\u0631\u0627\u0646\u062f\u0647\u200c\u0627\u06cc\u0645 &#8211; \u06cc\u06a9 \u0639\u062f\u062f \u062b\u0627\u0628\u062a (\u06a9\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u067e\u0646\u0647\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f)\u060c \u06cc\u06a9 \u0639\u062f\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0631\u0648\u06cc \u0647\u0631 \u06cc\u06a9 \u0627\u0632 100k \u062a\u06a9\u0631\u0627\u0631\u060c \u0648 a <em>\u0641\u0647\u0631\u0633\u062a<\/em> \u0627\u0632 100 \u0639\u062f\u062f \u062a\u0635\u0627\u062f\u0641\u06cc<\/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> \u0641\u0642\u0637 \u0627\u0639\u062f\u0627\u062f \u0646\u0633\u0628\u06cc \u0631\u0648\u06cc \u0647\u0631 \u062a\u0633\u062a \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0622\u0646 \u062a\u0633\u062a \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u062a\u0648\u0644\u06cc\u062f 100 \u0639\u062f\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0642\u062f\u0627\u0631 \u062b\u0627\u0628\u062a (\u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u067e\u0646\u0647\u0627\u0646) \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<pre><code class=\"hljs\">Time to execute 100k operations \u0631\u0648\u06cc constant number: \n\nmath.sqrt(): 0.014326499999999999s\nmath.pow(): 0.0165132s\npow(): 0.018766599999999994s\nnp.sqrt(): 0.10575379999999998s\n** operator: 0.0006493000000000193s\n\nTime to execute 100k operations \u0631\u0648\u06cc random number: \n\nmath.sqrt() 0.019939999999999958s\nmath.pow(): 0.022284300000000035s\npow(): 0.0231711s\nnp.sqrt(): 0.09066460000000004s\n** operator: 0.018928s\n\nTime to execute 100k operations \u0631\u0648\u06cc list of random numbers: \n\nmath.sqrt() 2.7786073s\nmath.pow(): 2.9986906s\npow(): 3.5157339999999992s \nnp.sqrt(): 0.2291957s\n** operator: 0.2376024000000001s\n<\/code><\/pre>\n<p>\u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a &#8211; <code>math.pow()<\/code>\u060c <code>math.sqrt()<\/code> \u0648 <code>pow()<\/code> \u062a\u0648\u0627\u0628\u0639 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u062a\u0631 \u0627\u0632 NumPy \u0627\u0633\u062a <code>sqrt()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0632\u06cc\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647\u062a\u0631 \u0627\u0632 \u06a9\u0634 \u062f\u0631 CPU \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f \u0631\u0648\u06cc \u0633\u0637\u062d \u0632\u0628\u0627\u0646<\/p>\n<p>\u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc\u060c \u062d\u0627\u0641\u0638\u0647 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0627\u0631 \u0646\u0645\u06cc \u06a9\u0646\u062f <em>\u0647\u0645\u0686\u0646\u06cc\u0646<\/em> \u0648 \u0634\u0627\u0647\u062f \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u06a9\u0648\u0686\u06a9\u062a\u0631\u06cc \u0647\u0633\u062a\u06cc\u0645.<\/p>\n<p>\u0628\u0627 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc\u060c <code>np.sqrt()<\/code> \u0627\u0632 \u0647\u0631 \u0633\u0647 \u0631\u0648\u0634 \u062f\u0627\u062e\u0644\u06cc \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f <em>\u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u0645\u0644\u0627\u062d\u0638\u0647<\/em>\u060c \u0648 <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631 \u062f\u0631 \u0647\u0645\u0627\u0646 \u067e\u0627\u0631\u06a9 \u062a\u0648\u067e \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647:<\/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<ul>\n<li>\u0628\u0631\u0627\u06cc <strong>\u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a<\/strong> <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631 <strong>\u0628\u0647 \u0648\u0636\u0648\u062d<\/strong> \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u062f\u0627\u0631\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u062a\u0633\u062a\u060c 16 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u0628\u0631\u0627\u06cc <strong>\u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong>\u060c <code>np.sqrt()<\/code> \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0648 <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631\u060c \u0647\u0631 \u0686\u0646\u062f\u060c \u0647\u06cc\u0686 \u062a\u0646\u0627\u0642\u0636 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0631 \u0646\u062a\u0627\u06cc\u062c \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/li>\n<li>\u0628\u0631\u0627\u06cc <strong>\u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong> <code>np.sqrt()<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0627\u0645\u0627 <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0627\u0633\u062a<\/li>\n<\/ul><\/div><\/div><\/div>\n<p>\u0628\u0633\u062a\u0647 \u0628\u0647 \u0631\u0648\u06cc \u0648\u0631\u0648\u062f\u06cc \u0645\u0644\u0645\u0648\u0633\u06cc \u06a9\u0647 \u0628\u0627 \u0622\u0646 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f &#8211; \u0628\u06cc\u0646 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0628\u0639 \u06cc\u06a9\u06cc \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u062f \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u062e\u0648\u0627\u0647\u0646\u062f \u06a9\u0631\u062f <em>\u0647\u0645\u0647<\/em> \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0648 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 <em>\u0627\u06a9\u062b\u0631<\/em> \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u060c \u062a\u0641\u0627\u0648\u062a \u0686\u0646\u062f\u0627\u0646\u06cc \u0627\u06cc\u062c\u0627\u062f \u0646\u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f\u060c \u0648\u0642\u062a\u06cc \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645\u060c \u062d\u062a\u06cc \u06a9\u0627\u0647\u0634 10 \u062f\u0631\u0635\u062f\u06cc \u0632\u0645\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0628\u0644\u0646\u062f\u0645\u062f\u062a \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0633\u062a\u0647 \u0628\u0647 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0647\u0633\u062a\u06cc\u062f &#8211; <strong>\u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062a\u0633\u062a \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u062d\u0644\u06cc \u0634\u0645\u0627<\/strong>.<\/p>\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>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u06a9\u0648\u062a\u0627\u0647\u060c \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0622\u0646 \u0627\u0646\u062f\u0627\u062e\u062a\u0647 \u0627\u06cc\u0645 <em>\u0631\u06cc\u0634\u0647 \u062f\u0648\u0645<\/em> \u06cc\u06a9 \u0639\u062f\u062f \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/p>\n<p>\u0645\u0627 \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u0646 \u0627\u0646\u062f\u0627\u062e\u062a\u0647 \u0627\u06cc\u0645 <code>math<\/code> \u0645\u0627\u0698\u0648\u0644 \u0647\u0627 <code>pow()<\/code> \u0648 <code>sqrt()<\/code> \u062a\u0648\u0627\u0628\u0639 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0627\u062e\u0644\u06cc <code>pow()<\/code> \u062a\u0627\u0628\u0639\u060c NumPy <code>sqrt()<\/code> \u062a\u0627\u0628\u0639 \u0648 <code>**<\/code> \u0627\u067e\u0631\u0627\u062a\u0648\u0631.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627 \u0631\u0648\u0634 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646\u0647\u0627 \u0645\u062d\u06a9 \u0632\u062f\u0647 \u0627\u06cc\u0645 \u0631\u0648\u06cc \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0648\u0631\u0648\u062f\u06cc &#8211; \u0627\u0639\u062f\u0627\u062f \u062b\u0627\u0628\u062a\u060c \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0648 \u0644\u06cc\u0633\u062a \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc.<\/p>\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 1403-01-07 20:20:04<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;15027&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;\u0645\u062d\u0627\u0633\u0628\u0647 \u0631\u06cc\u0634\u0647 \u0645\u0631\u0628\u0639 \u06cc\u06a9 \u0639\u062f\u062f \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646&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        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div 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 \u0631\u0627 \u0645\u0631\u0628\u0639 root \u06cc\u06a9 \u0639\u062f\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 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[&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9759,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[1749,1748,1747,1746,1754,1751,1744,2750,3557,2395,2466,3558,1813],"class_list":["post-15027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming","tag-python","tag-python-hosting","tag-python-vps","tag-vps-","tag-1754","tag-1751","tag-1744","tag-2750","tag-3557","tag-2395","tag-2466","tag-3558","tag-1813"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15027","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=15027"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15027\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9759"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}