{"id":16196,"date":"2024-10-03T20:54:47","date_gmt":"2024-10-03T17:24:47","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16196"},"modified":"2024-10-03T20:54:47","modified_gmt":"2024-10-03T17:24:47","slug":"run-python-script-on-ubuntu","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/tutorials\/run-python-script-on-ubuntu\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648"},"content":{"rendered":"<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>\u0628\u0627 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0631\u0648\u0632\u0627\u0641\u0632\u0648\u0646 \u0633\u0627\u062e\u062a \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0628\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062f\u06af\u06cc\u060c \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u0645\u0627\u0646\u0646\u062f TensorFlow\u060c PyTorch \u0648 scikit-learn \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0638\u0627\u0647\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0646\u0642\u0634 \u0627\u0635\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u062b\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0634\u0645\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0627\u0634\u06cc\u0646 \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u067e\u0627\u06cc\u0647 \u0648 \u0627\u0633\u0627\u0633 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<h5 id=\"%d9%be%db%8c%d8%b4-%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/h5>\n<ul>\n<li>\u0633\u0631\u0648\u0631\u06cc \u06a9\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u06cc\u0634\u0647 \u0628\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632\u0627\u062a sudo \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0641\u0639\u0627\u0644 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u062a\u0646\u0638\u06cc\u0645 \u0627\u06cc\u0646\u060c \u0644\u0637\u0641\u0627\u064b \u062a\u0648\u0632\u06cc\u0639 \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f \u0648 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0645\u0627 \u0631\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0646\u06cc\u062f. \u0644\u0637\u0641\u0627\u064b \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u0646\u0633\u062e\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0644\u06cc\u0646\u0648\u06a9\u0633.<\/li>\n<li>\u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639\u060c \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc sudo apt-get \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u0648 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0627\u0632 \u0645\u062e\u0627\u0632\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<p><span style=\"color: #ff0000;\">\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0639\u062a\u0628\u0631 \u0647\u0633\u062a\u0646\u062f: \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04\u060c \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 \u0648 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 20.04. \u0627\u06af\u0631 \u0627\u0632 \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 &lt;= 18.04 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f \u0632\u06cc\u0631\u0627 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0631\u0627\u0647\u0646\u0645\u0627 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0627\u0631\u062a\u0642\u0627\u06cc \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-1-%d8%b1%d8%a7%d9%87-%d8%a7%d9%86%d8%af%d8%a7%d8%b2%db%8c-%d9%85%d8%ad%db%8c%d8%b7-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\">\u0645\u0631\u062d\u0644\u0647 1 &#8211; \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062d\u06cc\u0637 \u067e\u0627\u06cc\u062a\u0648\u0646<\/h2>\n<p>\u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u062f\u0648\u0628\u0627\u0631 \u0646\u0635\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>python3 --version\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06af\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0642\u0628\u0644\u0627\u064b \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0634\u0645\u0627 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0646\u0633\u062e\u0647 \u0641\u0639\u0644\u06cc \u0646\u0635\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f. \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u0635\u0628 \u0646\u0634\u062f\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u0648 \u0646\u0635\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt install python3\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0633\u062a\u0647 pip \u0631\u0627 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt install python3-pip\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-2-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a7%db%8c%d8%ac%d8%a7%d8%af-%da%a9%d9%86%db%8c%d8%af\">\u0645\u0631\u062d\u0644\u0647 2 &#8211; \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0646\u0648\u0634\u062a\u0646 \u06a9\u062f \u067e\u0627\u06cc\u062a\u0648\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u062c\u062f\u06cc\u062f\u060c \u0628\u0647 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u062e\u0648\u062f \u0628\u0631\u0648\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>cd ~\/path-to-your-script-directory\r\n<\/code><\/pre>\n<\/div>\n<p>\u0648\u0642\u062a\u06cc \u062f\u0627\u062e\u0644 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0647\u0633\u062a\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>nano demo_ai.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u062e\u0627\u0644\u06cc \u0628\u0627\u0632 \u0645\u06cc \u0634\u0648\u062f. \u0645\u0646\u0637\u0642 \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f \u06cc\u0627 \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u06a9\u067e\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>from sklearn.tree import DecisionTreeClassifier\r\nimport numpy as np\r\nimport random\r\n# Generate sample data\r\nx = np.array([[i] for i in range(1, 21)]) # Numbers 1 to 20\r\ny = np.array([i % 2 for i in range(1, 21)]) # 0 for even, 1 for odd\r\n# Create and train the model\r\nmodel = DecisionTreeClassifier()\r\nmodel.fit(x, y)\r\n# Function to predict if a number is odd or even\r\ndef predict_odd_even(number):\r\nprediction = model.predict([[number]])\r\nreturn \"Odd\" if prediction[0] == 1 else \"Even\"\r\nif __name__ == \"__main__\":\r\nnum = random.randint(0, 20)\r\nresult = predict_odd_even(num)\r\nprint(f\"The number {num} is an {result} number.\")<\/code><\/pre>\n<\/div>\n<p>\u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u06cc\u06a9 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0633\u0627\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 scikit-learn \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0639\u062f\u0627\u062f \u0641\u0631\u062f \u0648 \u0632\u0648\u062c \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062a\u0635\u0627\u062f\u0641\u06cc \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f. \u0633\u067e\u0633 \u0628\u0631 \u0627\u0633\u0627\u0633 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f \u0628\u0631\u0627\u06cc \u0639\u062f\u062f \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0632 \u0622\u0646 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f.<\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-3-%d8%a8%d8%b3%d8%aa%d9%87-%d9%87%d8%a7%db%8c-%d9%85%d9%88%d8%b1%d8%af-%d9%86%db%8c%d8%a7%d8%b2-%d8%b1%d8%a7-%d9%86%d8%b5%d8%a8-%da%a9%d9%86%db%8c%d8%af\">\u0645\u0631\u062d\u0644\u0647 3 &#8211; \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0644\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0631\u0627 \u0646\u0635\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0628\u0633\u062a\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f NumPy \u0627\u0633\u062a. \u0634\u0645\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u062f.<\/p>\n<p><span style=\"color: #ff0000;\">\u0628\u0627 \u0634\u0631\u0648\u0639 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 3.11 \u0648 \u067e\u06cc\u067e 22.3\u060c \u06cc\u06a9 PEP 668 \u062c\u062f\u06cc\u062f \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0639\u0644\u0627\u0645\u062a \u06af\u0630\u0627\u0631\u06cc \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 &#8220;\u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0627\u0631\u062c\u06cc&#8221; \u0628\u06cc\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0627\u062c\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 pip3 scikit-learn numpy \u06cc\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0646\u0635\u0628 numpy \u0645\u0634\u0627\u0628\u0647\u060c \u062e\u0637\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f: \u0645\u062d\u06cc\u0637 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062e\u0627\u0631\u062c\u06cc.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 numpy\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0645\u062d\u06cc\u0637 \u0633\u06cc\u0633\u062a\u0645 \u062c\u062f\u0627 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0647\u0645 \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062c\u062f\u0627 \u0646\u06af\u0647 \u0645\u06cc \u062f\u0627\u0631\u062f \u0648 \u0627\u0632 \u062a\u0636\u0627\u062f\u0647\u0627\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0628\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0647\u0627\u06cc \u0628\u0633\u062a\u0647 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 virtualenv \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>sudo apt install python3-venv\r\n<\/code><\/pre>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>python3 -m venv python-env<\/code><\/pre>\n<\/div>\n<\/div>\n<p>\u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0627\u0633\u062a.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>source python-env\/bin\/activate\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u062c\u0631\u0627\u060c \u0645\u062a\u0648\u062c\u0647 \u0627\u0639\u0644\u0627\u0646 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u06cc \u0634\u0648\u06cc\u062f \u06a9\u0647 \u067e\u06cc\u0634\u0648\u0646\u062f \u0646\u0627\u0645 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0633\u062a:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>Output\r\n(python-env) ubuntu@user:<\/code><\/pre>\n<\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>pip install scikit-learn numpy\r\n<\/code><\/pre>\n<\/div>\n<p><span style=\"color: #ff0000;\">\u0645\u0627\u0698\u0648\u0644 \u062a\u0635\u0627\u062f\u0641\u06cc \u0628\u062e\u0634\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0646\u0635\u0628 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0622\u0646 \u0646\u062f\u0627\u0631\u06cc\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u06af\u0648\u0646\u0647 \u0646\u0635\u0628 \u0627\u0636\u0627\u0641\u06cc \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/span><\/p>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-4-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%b1%d8%a7-%d8%a7%d8%ac%d8%b1%d8%a7-%da%a9%d9%86%db%8c%d8%af\">\u0645\u0631\u062d\u0644\u0647 4 &#8211; \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u062a\u0645\u0627\u0645 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>python3 demo_ai.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632\u060c \u062e\u0631\u0648\u062c\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>Output\r\n(python-env) ubuntu@user:~\/scripts\/python demo_ai.py\r\nThe number 5 is an Odd number.\r\n(python-env) ubuntu@user:~\/scripts\/python demo_ai.py\r\nThe number 17 is an Odd number.<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%85%d8%b1%d8%ad%d9%84%d9%87-5-%d8%a7%d8%ae%d8%aa%db%8c%d8%a7%d8%b1%db%8c-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%b1%d8%a7-%d9%82%d8%a7%d8%a8%d9%84-%d8%a7%d8%ac%d8%b1%d8%a7-%da%a9\">\u0645\u0631\u062d\u0644\u0647 5 [\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc] &#8211; \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0627 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0635\u0631\u06cc\u062d \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u062a\u0627\u06cc\u067e python3 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0634\u0645\u0627 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0648 \u0631\u0627\u062d\u062a \u062a\u0631 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f.<\/p>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>nano demo_ai.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u062f\u0631 \u0628\u0627\u0644\u0627\u06cc \u0641\u0627\u06cc\u0644\u060c \u06cc\u06a9 shebang \u06cc\u0639\u0646\u06cc # \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f! \u062e\u0637\u06cc \u06a9\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u06cc \u06af\u0648\u06cc\u062f \u0627\u0632 \u0686\u0647 \u0645\u0641\u0633\u0631\u06cc \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u062e\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u06a9\u062f \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>#!\/usr\/bin\/env python3\r\n<\/code><\/pre>\n<\/div>\n<p>\u0641\u0627\u06cc\u0644 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0628\u0646\u062f\u06cc\u062f.<\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0627 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0645\u0627\u0646\u0646\u062f \u0647\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u06cc\u0627 \u062f\u0633\u062a\u0648\u0631 \u062f\u06cc\u06af\u0631\u06cc \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0634\u0645\u0627 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-bash\" data-lang=\"Bash\"><code>chmod +x demo_ai.py\r\n<\/code><\/pre>\n<\/div>\n<p>\u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632\u060c \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u06a9\u0646\u062a\u0631\u0644 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u0627\u0632 \u0647\u0645 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>.\/demo_ai.py\r\n<\/code><\/pre>\n<\/div>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">\u0646\u062a\u06cc\u062c\u0647<\/h2>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0627\u0634\u06cc\u0646 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u06cc\u06a9 \u0641\u0631\u0622\u06cc\u0646\u062f \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u062f\u0631\u06a9 \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0627\u0648\u0634 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0631\u0627 \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0636\u0631\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"\u0645\u0642\u062f\u0645\u0647 \u0628\u0627 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0631\u0648\u0632\u0627\u0641\u0632\u0648\u0646 \u0633\u0627\u062e\u062a \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0628\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0627\u062f\u06af\u06cc\u060c&hellip;\n","protected":false},"author":1,"featured_media":16197,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 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name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.itpiran.net\/blog\/tutorials\/run-python-script-on-ubuntu\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 - \u0628\u0644\u0627\u06af ITPiran\" \/>\n<meta property=\"og:description\" content=\"\u0645\u0642\u062f\u0645\u0647 \u0628\u0627 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0631\u0648\u0632\u0627\u0641\u0632\u0648\u0646 \u0633\u0627\u062e\u062a \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0628\u06cc\u0646 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