{"id":9742,"date":"2023-12-26T16:26:21","date_gmt":"2023-12-26T12:56:21","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/"},"modified":"2023-12-26T16:26:21","modified_gmt":"2023-12-26T12:56:21","slug":"%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u0622\u0631\u0627\u06cc\u0647 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\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-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\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/#%d8%a2%d8%b1%d8%a7%db%8c%d9%87_%d9%87%d8%a7%db%8c_numpy\" >\u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc NumPy<\/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\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/#%da%86%d8%b1%d8%a7_%d8%a8%d8%b1%d8%ae%db%8c_%d8%a7%d8%b2_%d8%a7%d8%a8%d8%b9%d8%a7%d8%af_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy_%d8%b1%d8%a7_%d8%b5%d8%a7%d9%81_%da%a9%d9%86%db%8c%d9%85%d8%9f\" >\u0686\u0631\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0628\u0639\u0627\u062f \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/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%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/#%da%86%da%af%d9%88%d9%86%d9%87_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy_%d8%b1%d8%a7_%d8%b5%d8%a7%d9%81_%da%a9%d9%86%db%8c%d9%85\" >\u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/#%d9%85%d8%b3%d8%b7%d8%ad_%da%a9%d8%b1%d8%af%d9%86_%d8%a7%d8%a8%d8%b9%d8%a7%d8%af_%d8%ae%d8%a7%d8%b5_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy\" >\u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-numpy\/#%d8%b1%d8%a7%d9%87_%d8%ad%d9%84_%d9%87%d8%a7_%d9%88_%d9%85%d9%88%d8%a7%d8%b1%d8%af_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d9%85%d8%b4%d8%a7%d8%a8%d9%87\" >\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0634\u0627\u0628\u0647<\/a><\/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%86%d8%ad%d9%88%d9%87-%d9%85%d8%b3%d8%b7%d8%ad-%da%a9%d8%b1%d8%af%d9%86-%d8%a7%d8%a8%d8%b9%d8%a7%d8%af-%d8%ae%d8%a7%d8%b5-%d8%a2%d8%b1%d8%a7%db%8c%d9%87-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\"> 4<\/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>\u062f\u0631 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc\u060c NumPy \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0645\u06cc \u0628\u0627\u0634\u062f\u060c \u0632\u06cc\u0631\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u060c &#8220;\u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646&#8221; \u0628\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0647 \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u062a\u06a9 \u0628\u0639\u062f\u06cc \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u06a9\u0644 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0645\u0648\u0627\u0642\u0639\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u0637\u0648\u0631 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0628\u0642\u062a \u0628\u0627 \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u062e\u0637 \u0644\u0648\u0644\u0647 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062e\u0648\u062f \u0635\u0627\u0641 \u06a9\u0646\u06cc\u062f.  \u062f\u0631 \u0627\u06cc\u0646 \u0628\u0627\u06cc\u062a\u060c \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0634\u06a9\u0644 \u0638\u0631\u06cc\u0641\u200c\u062a\u0631 \u0627\u0632 \u0635\u0627\u0641 \u06a9\u0631\u062f\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f.<\/p>\n<h2 id=\"numpyarrays\"><span class=\"ez-toc-section\" id=\"%d8%a2%d8%b1%d8%a7%db%8c%d9%87_%d9%87%d8%a7%db%8c_numpy\"><\/span>\u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc NumPy<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>NumPy \u0645\u062e\u0641\u0641 Numerical Python\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627 \u0648 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc NumPy \u06cc\u06a9 \u0639\u0646\u0635\u0631 \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0633\u062a\u0646\u062f.  \u0622\u0646\u0647\u0627 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0641\u0647\u0631\u0633\u062a \u062f\u0627\u062e\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0645\u0644\u06cc\u0627\u062a \u0631\u06cc\u0627\u0636\u06cc.<\/p>\n<p>\u0627\u06cc\u0646 \u06a9\u062f \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0634\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\n\narray_2D = np.array(((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>), (<span class=\"hljs-number\">4<\/span>, <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<span class=\"hljs-built_in\">print<\/span>(array_2D)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">((1 2 3)\n (4 5 6)\n (7 8 9))\n<\/code><\/pre>\n<h2 id=\"whyflattensomedimensionsofanumpyarray\"><span class=\"ez-toc-section\" id=\"%da%86%d8%b1%d8%a7_%d8%a8%d8%b1%d8%ae%db%8c_%d8%a7%d8%b2_%d8%a7%d8%a8%d8%b9%d8%a7%d8%af_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy_%d8%b1%d8%a7_%d8%b5%d8%a7%d9%81_%da%a9%d9%86%db%8c%d9%85%d8%9f\"><\/span>\u0686\u0631\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0628\u0639\u0627\u062f \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0635\u0627\u0641 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 1 \u0628\u0639\u062f\u06cc \u0627\u0633\u062a.  \u0627\u0645\u0627 \u0686\u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0641\u0642\u0637 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0628\u0639\u0627\u062f \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u062f\u061f<\/p>\n<p>\u062e\u0648\u0628\u060c \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0627\u063a\u0644\u0628 \u0645\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u062e\u0648\u062f \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644\u060c \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645.  \u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628\u06cc \u062e\u0627\u0635\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 1 \u0628\u0639\u062f\u06cc\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>\u0627\u0645\u0627 \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0644 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u062f.  \u062f\u0631 \u0639\u0648\u0636\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635\u06cc \u0627\u0632 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0645\u0633\u0637\u062d \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0633\u0627\u06cc\u0631 \u0627\u0628\u0639\u0627\u062f \u0631\u0627 \u062f\u0633\u062a \u0646\u062e\u0648\u0631\u062f\u0647 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f.  \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0633\u0637\u062d\u06cc \u0627\u0632 \u0633\u0627\u062e\u062a\u0627\u0631 \u0627\u0635\u0644\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"howtoflattenanumpyarray\"><span class=\"ez-toc-section\" id=\"%da%86%da%af%d9%88%d9%86%d9%87_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy_%d8%b1%d8%a7_%d8%b5%d8%a7%d9%81_%da%a9%d9%86%db%8c%d9%85\"><\/span>\u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0635\u0627\u0641 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0646\u0633\u0628\u062a\u0627\u064b \u0622\u0633\u0627\u0646 \u0627\u0633\u062a.  \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>flatten()<\/code> \u0631\u0648\u0634 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 NumPy \u0628\u0631\u0627\u06cc \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\n\narray_2D = np.array(((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>), (<span class=\"hljs-number\">4<\/span>, <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\n\nflattened_array = array_2D.flatten()\n<span class=\"hljs-built_in\">print<\/span>(flattened_array)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">(1 2 3 4 5 6 7 8 9)\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c <code>flatten()<\/code> \u0631\u0648\u0634 \u0622\u0631\u0627\u06cc\u0647 \u062f\u0648 \u0628\u0639\u062f\u06cc \u0645\u0627 \u0631\u0627 \u0628\u0647 \u0622\u0631\u0627\u06cc\u0647 1 \u0628\u0639\u062f\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0645\u0627 \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0641\u0642\u0637 \u06cc\u06a9 \u0628\u0639\u062f \u062e\u0627\u0635 \u0627\u0632 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0645\u0633\u0637\u062d \u06a9\u0646\u06cc\u0645 \u0648 \u0646\u0647 \u06a9\u0644 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0686\u0647 \u06a9\u0646\u06cc\u0645\u061f  \u062f\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h2 id=\"flatteningspecificdimensionsofanumpyarray\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b3%d8%b7%d8%ad_%da%a9%d8%b1%d8%af%d9%86_%d8%a7%d8%a8%d8%b9%d8%a7%d8%af_%d8%ae%d8%a7%d8%b5_%db%8c%da%a9_%d8%a2%d8%b1%d8%a7%db%8c%d9%87_numpy\"><\/span>\u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0635\u0627\u0641 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u06a9\u0627\u0645\u0644\u0627\u064b \u0633\u0627\u062f\u0647 \u0627\u0633\u062a.  \u0627\u0645\u0627\u060c \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0641\u0642\u0637 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635\u06cc \u0627\u0632 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u062f\u060c \u0686\u0647\u061f  \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 <code>reshape<\/code> \u062a\u0627\u0628\u0639 \u0648\u0627\u0631\u062f \u0639\u0645\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0633\u0647 \u0628\u0639\u062f\u06cc \u062f\u0627\u0631\u06cc\u0645 \u0648 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0648 \u0628\u0639\u062f \u0622\u062e\u0631 \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0639\u062f \u0627\u0648\u0644 \u0631\u0627 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0647\u0633\u062a \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u0645.  \u0631\u0627 <code>reshape<\/code> \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0647\u062f\u0641 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u062a\u0627\u0628\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\n\narray_3d = np.array((((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>), (<span class=\"hljs-number\">4<\/span>, <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>), (<span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>))))\n\n\nflattened_array = array_3d.reshape(array_3d.shape(<span class=\"hljs-number\">0<\/span>), -<span class=\"hljs-number\">1<\/span>)\n\n<span class=\"hljs-built_in\">print<\/span>(flattened_array)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">(( 1  2  3  4  5  6)\n ( 7  8  9 10 11 12))\n<\/code><\/pre>\n<p>\u062f\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627\u060c <code>-1<\/code> \u062f\u0631 <code>reshape<\/code> \u062a\u0627\u0628\u0639 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0646 \u0628\u0639\u062f \u0628\u0627\u06cc\u062f \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u062d\u0627\u0633\u0628\u0647 \u0634\u0648\u062f.  \u0627\u06cc\u0646 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0631\u0627\u06cc\u0647 \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u0627\u0628\u0639\u0627\u062f \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a.<\/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> \u0631\u0627 <code>reshape<\/code> \u062a\u0627\u0628\u0639 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0635\u0644\u06cc \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0645\u06cc \u062f\u0647\u062f.  \u062f\u0631 \u0639\u0648\u0636\u060c \u0622\u0631\u0627\u06cc\u0647 \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f \u06a9\u0647 \u0634\u06a9\u0644 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\n<h2 id=\"similarsolutionsandusecases\"><span class=\"ez-toc-section\" id=\"%d8%b1%d8%a7%d9%87_%d8%ad%d9%84_%d9%87%d8%a7_%d9%88_%d9%85%d9%88%d8%a7%d8%b1%d8%af_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d9%85%d8%b4%d8%a7%d8%a8%d9%87\"><\/span>\u0631\u0627\u0647 \u062d\u0644 \u0647\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0634\u0627\u0628\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u0622\u0631\u0627\u06cc\u0647 NumPy \u062a\u0646\u0647\u0627 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0646\u06cc\u0633\u062a.  \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 <code>ravel<\/code> \u062a\u0627\u0628\u0639 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0631 \u062e\u0644\u0627\u0641 <code>reshape<\/code>\u060c <code>ravel<\/code> \u0647\u0645\u06cc\u0634\u0647 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0645\u0633\u0637\u062d \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 <code>transpose<\/code> \u062a\u0627\u0628\u0639 \u062a\u063a\u06cc\u06cc\u0631 \u062a\u0631\u062a\u06cc\u0628 \u0627\u0628\u0639\u0627\u062f \u0622\u0631\u0627\u06cc\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u06cc\u0627 \u062a\u062c\u0633\u0645 \u0647\u0627\u06cc \u062e\u0627\u0635 \u0645\u0631\u062a\u0628 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u0646\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0631\u0627 \u0635\u0627\u0641 \u06a9\u0646\u06cc\u062f.  \u06cc\u0627\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062c\u0627\u0628\u0647\u200c\u062c\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0635\u062d\u06cc\u062d \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627 \u062a\u0627\u0628\u0639 \u0631\u06cc\u0627\u0636\u06cc \u062e\u0627\u0635 \u0647\u0633\u062a\u0646\u062f.<\/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 \u0628\u0627\u06cc\u062a\u060c \u0646\u062d\u0648\u0647 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>reshape<\/code> \u062a\u0627\u0628\u0639.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647\u06cc \u0645\u0627\u0646\u0646\u062f <code>ravel<\/code> \u0648 <code>transpose<\/code> \u0648 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0642\u0631\u0627\u0631 \u062f\u0627\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 NumPy \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0641\u0642\u0637 \u0646\u0648\u06a9 \u06a9\u0648\u0647 \u06cc\u062e \u0647\u0633\u062a\u0646\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0646 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u0645 \u0646\u06af\u0627\u0647\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0631 \u0628\u0647 \u0622\u0646 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/index.html\" rel=\"nofollow noopener\" target=\"_blank\">\u0627\u0633\u0646\u0627\u062f NumPy<\/a> \u0648 \u0628\u0628\u06cc\u0646\u06cc\u062f \u0686\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u0627\u0644\u0628 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0634\u0641 \u06a9\u0646\u06cc\u062f.<\/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><br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1402-12-26 16:26:15<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;9742&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;\u0646\u062d\u0648\u0647 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0627\u0628\u0639\u0627\u062f \u062e\u0627\u0635 \u0622\u0631\u0627\u06cc\u0647 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        <\/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\"> 4<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u062f\u0631 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc\u060c NumPy \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0645\u06cc \u0628\u0627\u0634\u062f\u060c \u0632\u06cc\u0631\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u060c &#8220;\u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646&#8221; \u0628\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0647 \u062f\u0646\u0628\u0627\u0644\u0647 \u0627\u06cc \u062a\u06a9 \u0628\u0639\u062f\u06cc \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u06a9\u0644 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0633\u06cc\u0627\u0631 [&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":[2462,1749,1747,1746,2009,1754,2464,1753,2465,1755,1892,2463],"class_list":["post-9742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming","tag-numpy","tag-python","tag-python-vps","tag-vps-","tag-2009","tag-1754","tag-2464","tag-1753","tag-2465","tag-1755","tag-1892","tag-2463"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9742","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=9742"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9742\/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=9742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=9742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=9742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}