{"id":14935,"date":"2024-01-06T20:33:18","date_gmt":"2024-01-06T17:03:18","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/"},"modified":"2024-01-06T20:33:18","modified_gmt":"2024-01-06T17:03:18","slug":"%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/","title":{"rendered":"\u0631\u0648\u0634 \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\" >\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%be%d8%a7%db%8c%da%af%d8%a7%d9%87_%d8%af%d8%a7%d8%af%d9%87_%d8%a8%d8%b3%d8%aa%d9%87_apt\" >\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u062a\u0647 APT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_jupyter_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\" >\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/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\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d9%be%db%8c%da%a9%d8%b1%d8%a8%d9%86%d8%af%db%8c_%d8%af%d8%b3%d8%aa%d8%b1%d8%b3%db%8c_%d8%ae%d8%a7%d8%b1%d8%ac%db%8c_%d8%a8%d8%b1%d8%a7%db%8c_jupyter_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\" >\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/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\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%b1%d8%a7%d9%87_%d8%a7%d9%86%d8%af%d8%a7%d8%b2%db%8c_%d9%85%d8%ac%d8%af%d8%af_jupyter_%d8%b3%d8%b1%d9%88%db%8c%d8%b3_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\" >\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f Jupyter \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/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\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%af%d8%b3%d8%aa%d8%b1%d8%b3%db%8c_jupyter_%d9%87%d8%a7%d8%a8_%d8%a7%d8%b2_%d9%85%d8%b1%d9%88%d8%b1%da%af%d8%b1_%d9%88%d8%a8\" >\u062f\u0633\u062a\u0631\u0633\u06cc Jupyter \u0647\u0627\u0628 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628<\/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\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af%d8%a2%d9%be%d9%84%d9%88%d8%af_a_jupyter_%d9%86%d9%88%d8%aa_%d8%a8%d9%88%da%a9_%d8%a7%d8%b2_jupyter_%d8%b1%d8%a7%d8%a8%d8%b7_%d9%88%d8%a8_%d9%87%d8%a7%d8%a8\" >\u0627\u06cc\u062c\u0627\u062f\/\u0622\u067e\u0644\u0648\u062f a Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u0632 Jupyter \u0631\u0627\u0628\u0637 \u0648\u0628 \u0647\u0627\u0628<\/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\/%d8%b1%d9%88%d8%b4-%d9%86%d8%b5%d8%a8-jupyter-%d9%87%d8%a7%d8%a8-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-22-04-lts\/#%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 id=\"wpbody\">Jupyter  Hub \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9. Jupyter \u0647\u0627\u0628 \u0628\u0647 \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646\/\u0645\u062d\u0642\u0642\u0627\u0646 \u06cc\u06a9 \u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0645\u0646\u0627\u0628\u0639 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0646\u062f.  \u0627\u06cc\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0631\u0648\u0634 \u0646\u0635\u0628 \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0648 \u0631\u0648\u0634 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0622\u0646 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0648\u0644\u06cc\u0646 \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f\/\u0622\u067e\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0631\u0648\u06cc Jupyter  \u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%85%d9%88%d8%b6%d9%88%d8%b9_%d9%85%d8%b7%d8%a7%d9%84%d8%a8\"><\/span><a id=\"post-405022-_Toc147974631\"><\/a>\u0645\u0648\u0636\u0648\u0639 \u0645\u0637\u0627\u0644\u0628:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li><a href=\"#post-405022-_Toc147974632\" class=\"broken_link\">\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u062a\u0647 APT<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974633\" class=\"broken_link\">\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974634\" class=\"broken_link\">\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974635\" class=\"broken_link\">\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f Jupyter \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974636\" class=\"broken_link\">\u062f\u0633\u062a\u0631\u0633\u06cc Jupyter \u0647\u0627\u0628 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974637\" class=\"broken_link\">\u0627\u06cc\u062c\u0627\u062f\/\u0622\u067e\u0644\u0648\u062f a Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u0632 Jupyter \u0631\u0627\u0628\u0637 \u0648\u0628 \u0647\u0627\u0628<\/a><\/li>\n<li><a href=\"#post-405022-_Toc147974638\" class=\"broken_link\">\u0646\u062a\u06cc\u062c\u0647<\/a><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a8%d9%87_%d8%b1%d9%88%d8%b2_%d8%b1%d8%b3%d8%a7%d9%86%db%8c_%da%a9%d8%b4_%d9%be%d8%a7%db%8c%da%af%d8%a7%d9%87_%d8%af%d8%a7%d8%af%d9%87_%d8%a8%d8%b3%d8%aa%d9%87_apt\"><\/span><a id=\"post-405022-_Toc147974632\"><\/a>\u0628\u0647 \u0631\u0648\u0632 \u0631\u0633\u0627\u0646\u06cc \u06a9\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u062a\u0647 APT<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06a9\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u062a\u0647 APT \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  \u0622\u067e\u062f\u06cc\u062a \u0645\u0646\u0627\u0633\u0628<\/div>\n<\/div>\n<p>\u06a9\u0634 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u062a\u0647 APT \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0632 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" fetchpriority=\"high\" width=\"804\" height=\"255\" class=\"wp-image-405027\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 804w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-3-300x95.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-3-768x244.png 768w\" data-lazy-sizes=\"(max-width: 804px) 100vw, 804px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" fetchpriority=\"high\" width=\"804\" height=\"255\" class=\"wp-image-405027\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 804w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-3-300x95.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-3-768x244.png 768w\" sizes=\"(max-width: 804px) 100vw, 804px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%af%d8%b1_%d8%ad%d8%a7%d9%84_%d9%86%d8%b5%d8%a8_jupyter_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\"><\/span><a id=\"post-405022-_Toc147974633\"><\/a>\u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 Python 3 PIP (\u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 Jupyter \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0647\u0627\u0628 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u062f\u0644\u062e\u0648\u0627\u0647 \u062e\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9) \u0631\u0648\u06cc Ubuntu 22.04 LTS\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  apt <span class=\"kw2\">\u0646\u0635\u0628<\/span> \u067e\u0627\u06cc\u062a\u0648\u0646 3-pip jupyterhub<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0646\u0635\u0628\u060c &#8220;Y&#8221; \u0631\u0627 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f \u0648 \u0633\u067e\u0633 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><\u0648\u0631\u0648\u062f><\/strong>.<\/p>\n<p><img decoding=\"async\" width=\"992\" height=\"463\" class=\"wp-image-405033\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560590_813_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 992w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-300x140.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-768x358.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-810x378.png 810w\" data-lazy-sizes=\"(max-width: 992px) 100vw, 992px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560590_813_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: alt=\"\" title=\"\"><img decoding=\"async\" width=\"992\" height=\"463\" class=\"wp-image-405033\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560590_813_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560590_813_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 992w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-300x140.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-768x358.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/word-image-405022-2-810x378.png 810w\" sizes=\"(max-width: 992px) 100vw, 992px\" alt=\"\" title=\"\"><\/p>\n<p>Jupyter  Hub\u060c Python 3 PIP \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"994\" height=\"463\" class=\"wp-image-405045\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u0635\u0641\u062d\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0631\u0627\u06cc\u0627\u0646\u0647 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560591_762_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-300x140.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-768x358.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-810x377.png 810w\" data-lazy-sizes=\"(max-width: 994px) 100vw, 994px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560591_762_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"994\" height=\"463\" class=\"wp-image-405045\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560591_762_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u0635\u0641\u062d\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0631\u0627\u06cc\u0627\u0646\u0647 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560591_762_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 994w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-300x140.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-768x358.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-screen-description-aut-810x377.png 810w\" sizes=\"(max-width: 994px) 100vw, 994px\" title=\"\"><\/p>\n<p>Jupyter  Hub\u060c Python 3 PIP \u0648 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u062f\u0631 \u062d\u0627\u0644 \u0646\u0635\u0628 \u0647\u0633\u062a\u0646\u062f.  \u0645\u062f\u062a\u06cc \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06a9\u0627\u0645\u0644 \u0634\u0648\u062f.<\/p>\n<p><img decoding=\"async\" width=\"992\" height=\"461\" class=\"wp-image-405063\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_94_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 992w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-300x139.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-768x357.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-810x376.png 810w\" data-lazy-sizes=\"(max-width: 992px) 100vw, 992px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_94_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"992\" height=\"461\" class=\"wp-image-405063\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_94_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_94_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 992w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-300x139.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-768x357.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-4-810x376.png 810w\" sizes=\"(max-width: 992px) 100vw, 992px\" title=\"\"><\/p>\n<p>Jupyter  Hub \u0648 Python 3 PIP \u0628\u0627\u06cc\u062f \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0646\u0635\u0628 \u0634\u0648\u0646\u062f.<\/p>\n<p><img decoding=\"async\" width=\"989\" height=\"455\" class=\"wp-image-405072\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_372_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 989w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-300x138.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-768x353.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-810x373.png 810w\" data-lazy-sizes=\"(max-width: 989px) 100vw, 989px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_372_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"989\" height=\"455\" class=\"wp-image-405072\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_372_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u06cc \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560592_372_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 989w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-300x138.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-768x353.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-program-description-au-5-810x373.png 810w\" sizes=\"(max-width: 989px) 100vw, 989px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%be%db%8c%da%a9%d8%b1%d8%a8%d9%86%d8%af%db%8c_%d8%af%d8%b3%d8%aa%d8%b1%d8%b3%db%8c_%d8%ae%d8%a7%d8%b1%d8%ac%db%8c_%d8%a8%d8%b1%d8%a7%db%8c_jupyter_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\"><\/span><a id=\"post-405022-_Toc147974634\"><\/a>\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc \u063a\u06cc\u0631\u0641\u0639\u0627\u0644 \u0627\u0633\u062a Jupyter \u0647\u0627\u0628.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0634\u0645\u0627 \u0642\u0627\u062f\u0631 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f Jupyter \u0647\u0627\u0628 \u0627\u0632 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0631\u0648\u06cc \u0634\u0628\u06a9\u0647.  \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 Jupyter \u0647\u0627\u0628 \u0627\u0632 \u062a\u0645\u0627\u0645 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u062a\u0635\u0644 \u0628\u0647 \u0634\u0628\u06a9\u0647\u060c \u0628\u0627\u06cc\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f Jupyter \u0647\u0627\u0628.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f Jupyter \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0647\u0627\u0628 \u0645\u0627\u0646\u0646\u062f \u00ab01-external-access.py\u062f\u0631 \u067e\u0648\u0634\u0647 \u201c\/etc\/jupyterhub\/config\/jupyterhub_config.d\/\u201d \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span> <span class=\"kw2\">\u0646\u0627\u0646\u0648<\/span> <span class=\"sy0\">\/<\/span>\u0648 \u063a\u06cc\u0631\u0647<span class=\"sy0\">\/<\/span>jupyterhub<span class=\"sy0\">\/<\/span>\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<span class=\"sy0\">\/<\/span>jupyterhub_config.d<span class=\"sy0\">\/<\/span>01-\u0627\u06a9\u0633\u062a\u0631\u0646\u0627\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc.py<\/div>\n<\/div>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062c\u062f\u06cc\u062f \u00ab01-external-access.py\u201d \u0628\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634\u06af\u0631 \u0645\u062a\u0646 \u0646\u0627\u0646\u0648 \u0627\u06cc\u062c\u0627\u062f \u0648 \u0628\u0627\u0632 \u0645\u06cc \u0634\u0648\u062f\u060c \u062e\u0637 \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0631\u062f\u0647 \u0648 \u0641\u0634\u0627\u0631 \u062f\u0647\u06cc\u062f <strong><Ctrl> <\/strong>+ <strong>\u0627\u06cc\u06a9\u0633<\/strong> \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 Y \u0648 <strong><\u0648\u0631\u0648\u062f><\/strong> \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0641\u0627\u06cc\u0644:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\">c.JupyterHub.hub_ip = <span class=\"st_h\">&#8216;0.0.0.0&#8217;<\/span><\/div>\n<\/div>\n<p><img decoding=\"async\" width=\"981\" height=\"565\" class=\"wp-image-405074\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_77_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 981w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-300x173.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-768x442.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-810x467.png 810w\" data-lazy-sizes=\"(max-width: 981px) 100vw, 981px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_77_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"981\" height=\"565\" class=\"wp-image-405074\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_77_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_77_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 981w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-300x173.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-768x442.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-4-810x467.png 810w\" sizes=\"(max-width: 981px) 100vw, 981px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%b1%d8%a7%d9%87_%d8%a7%d9%86%d8%af%d8%a7%d8%b2%db%8c_%d9%85%d8%ac%d8%af%d8%af_jupyter_%d8%b3%d8%b1%d9%88%db%8c%d8%b3_%d9%87%d8%a7%d8%a8_%d8%b1%d9%88%db%8c_%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88_2204_lts\"><\/span><a id=\"post-405022-_Toc147974635\"><\/a>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0645\u062c\u062f\u062f Jupyter \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u060c \u062f\u0648\u0628\u0627\u0631\u0647 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f Jupyter Hub \u201csystemd\u201d \u0633\u0631\u0648\u06cc\u0633 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  systemctl jupyterhub.service \u0631\u0627 \u0645\u062c\u062f\u062f\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f<\/div>\n<\/div>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0648\u0636\u0639\u06cc\u062a Jupyter \u0633\u0631\u0648\u06cc\u0633 \u201csystemd\u201d \u0631\u0627 \u0647\u0627\u0628\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">sudo<\/span>  \u0648\u0636\u0639\u06cc\u062a systemctl jupyterhub.service<\/div>\n<\/div>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c Jupyter \u0633\u0631\u0648\u06cc\u0633 &#8220;systemd&#8221; \u0647\u0627\u0628 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u0627\u0633\u062a<strong><sup>[1]<\/sup><\/strong>  \u0648 \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u0634\u0645\u0627 \u0628\u0648\u062a \u0645\u06cc \u0634\u0648\u062f\u060c \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0634\u0631\u0648\u0639 \u0628\u0647 \u06a9\u0627\u0631 \u06a9\u0646\u062f.<strong><sup>[2]<\/sup><\/strong>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%af%d8%b3%d8%aa%d8%b1%d8%b3%db%8c_jupyter_%d9%87%d8%a7%d8%a8_%d8%a7%d8%b2_%d9%85%d8%b1%d9%88%d8%b1%da%af%d8%b1_%d9%88%d8%a8\"><\/span><a id=\"post-405022-_Toc147974636\"><\/a>\u062f\u0633\u062a\u0631\u0633\u06cc Jupyter \u0647\u0627\u0628 \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc Jupyter \u0647\u0627\u0628 \u0627\u0632 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0631\u0648\u06cc \u062f\u0631 \u0634\u0628\u06a9\u0647\u060c \u0628\u0627\u06cc\u062f \u0622\u062f\u0631\u0633 IP \u06cc\u0627 \u0646\u0627\u0645 DNS \u0633\u06cc\u0633\u062a\u0645 Ubuntu 22.04 LTS \u062e\u0648\u062f \u0631\u0627 \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. Jupyter \u0647\u0627\u0628 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0622\u062f\u0631\u0633 IP \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u062e\u0648\u062f\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<div class=\"codecolorer-container bash blackboard\" style=\"width:100%;\">\n<div class=\"bash codecolorer\"><span class=\"co4\">$ <\/span><span class=\"kw2\">\u0622\u06cc \u067e\u06cc<\/span> \u0622<\/div>\n<\/div>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0622\u062f\u0631\u0633 IP \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u0645\u0627 192.168.189.128 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u062a\u0641\u0627\u0648\u062a \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f\u060c \u067e\u0633 \u062d\u062a\u0645\u0627 \u0627\u0632 \u0647\u0645 \u0627\u06a9\u0646\u0648\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0645\u0627\u0644 \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc.<\/p>\n<p><img decoding=\"async\" width=\"1122\" height=\"367\" class=\"wp-image-405077\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_906_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1122w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-300x98.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-1024x335.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-768x251.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-810x265.png 810w\" data-lazy-sizes=\"(max-width: 1122px) 100vw, 1122px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_906_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1122\" height=\"367\" class=\"wp-image-405077\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_906_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560593_906_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1122w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-300x98.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-1024x335.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-768x251.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-5-810x265.png 810w\" sizes=\"(max-width: 1122px) 100vw, 1122px\" title=\"\"><\/p>\n<p>Jupyter  \u0647\u0627\u0628 \u06af\u0648\u0634 \u0645\u06cc \u062f\u0647\u062f \u0631\u0648\u06cc \u067e\u0648\u0631\u062a HTTP 8000. \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc Jupyter \u0645\u0631\u06a9\u0632 \u0627\u0632 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628\u060c \u0628\u0627\u0632\u062f\u06cc\u062f \u06a9\u0646\u06cc\u062f <a href=\"http:\/\/192.168.189.128:8000\">http:\/\/192.168.189.128:8000<\/a><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c 192.168.189.128 \u0622\u062f\u0631\u0633 IP \u062f\u0633\u062a\u06af\u0627\u0647 Ubuntu 22.04 LTS \u0645\u0627 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0646\u0635\u0628 \u06a9\u0631\u062f\u06cc\u0645. Jupyter \u0647\u0627\u0628.  \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0622\u062f\u0631\u0633 IP \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f Jupyter \u0648\u0631\u0648\u062f \u0628\u0647 \u0647\u0627\u0628 page\u060c \u0646\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u0631\u0645\u0632 \u0648\u0631\u0648\u062f \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u0648\u0631\u0648\u062f&#8221;.<\/p>\n<p>\u062a\u0648\u062c\u0647: \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0647\u0631 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062e\u0648\u062f \u0648\u0627\u0631\u062f \u0634\u0648\u06cc\u062f \u0648 \u0647\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0627\u06cc\u0632\u0648\u0644\u0647 \u062e\u0648\u062f \u0631\u0627 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a. Jupyter \u0645\u062d\u06cc\u0637 \u0647\u0627\u0628.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062c\u062f\u06cc\u062f Jupyter \u062d\u0633\u0627\u0628 \u0647\u0627\u0628\u060c \u0641\u0642\u0637 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0634\u0645\u0627.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405080\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_575_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_575_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405080\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_575_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_575_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-6-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u067e\u0633 \u0627\u0632 \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc HOME \u06a9\u0627\u0631\u0628\u0631 \u0648\u0631\u0648\u062f \u062e\u0648\u062f \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.  \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0647\u0631\u0633\u062a\u200c\u0647\u0627 \u06cc\u0627 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc HOME \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f\u060c \u062d\u0630\u0641 \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u062f\u0647\u06cc\u062f Jupyter \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405084\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_501_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_501_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405084\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_501_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560594_501_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-7-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af%d8%a2%d9%be%d9%84%d9%88%d8%af_a_jupyter_%d9%86%d9%88%d8%aa_%d8%a8%d9%88%da%a9_%d8%a7%d8%b2_jupyter_%d8%b1%d8%a7%d8%a8%d8%b7_%d9%88%d8%a8_%d9%87%d8%a7%d8%a8\"><\/span><a id=\"post-405022-_Toc147974637\"><\/a>\u0627\u06cc\u062c\u0627\u062f\/\u0622\u067e\u0644\u0648\u062f a Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u0632 Jupyter \u0631\u0627\u0628\u0637 \u0648\u0628 \u0647\u0627\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0645\u0631\u062a\u0628 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u060c \u0627\u06cc\u062f\u0647 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u067e\u0631\u0648\u0698\u0647 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0648\u0634\u0647\/\u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0647\u0631\u0633\u062a\/\u067e\u0648\u0634\u0647 \u062c\u062f\u06cc\u062f \u0627\u0632 Jupyter Hub web UI\u060c \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc <strong>\u062c\u062f\u06cc\u062f<\/strong> > <strong>\u067e\u0648\u0634\u0647<\/strong> \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405086\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_607_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_607_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405086\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_607_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_607_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-8-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u06cc\u06a9 \u067e\u0648\u0634\u0647\/\u067e\u0648\u0634\u0647 \u062c\u062f\u06cc\u062f \u0628\u0627\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f.  \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u067e\u0648\u0634\u0647\/\u067e\u0648\u0634\u0647 \u062c\u062f\u06cc\u062f\u060c \u0622\u0646 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645&#8221; \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405088\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_212_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_212_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405088\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_212_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560595_212_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-9-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc\/\u067e\u0648\u0634\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0627\u0645 \u062c\u062f\u06cc\u062f \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<strong><sup>[1]<\/sup><\/strong>  \u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645&#8221; \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a<strong><sup>[2]<\/sup><\/strong>.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405091\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_323_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_323_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405091\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_323_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_323_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-10-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc\/\u067e\u0648\u0634\u0647 \u0628\u0627\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u06cc\u0627\u0628\u062f.<\/p>\n<p>\u06a9\u0644\u06cc\u06a9 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062d\u0631\u06a9\u062a \u0628\u0647 \u0641\u0647\u0631\u0633\u062a\/\u067e\u0648\u0634\u0647 \u062c\u062f\u06cc\u062f \u0627\u0633\u062a.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405093\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_860_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_860_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405093\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_860_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_860_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-11-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u0642\u0628\u0644\u0627\u064b \u06cc\u06a9 Jupyter \u0641\u0627\u06cc\u0644 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u06a9\u0647\u060c \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc&#8221; \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0622\u0646 \u062f\u0631 Jupyter \u0647\u0627\u0628.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405094\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_285_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_285_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405094\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_285_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560596_285_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-12-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u0627\u06af\u0631 \u0646\u062f\u0627\u0631\u06cc\u062f Jupyter \u067e\u0631\u0648\u0646\u062f\u0647 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06cc\u06a9\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u060c \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc <strong>\u062c\u062f\u06cc\u062f<\/strong> > <strong>\u067e\u0627\u06cc\u062a\u0648\u0646 3 <\/strong>(ipykernel) \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405099\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_70_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_70_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405099\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_70_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_70_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-13-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u062a\u0627\u062a\u062f \u062c\u062f\u06cc\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f.  \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9\u060c \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u0628\u062f\u0648\u0646 \u0639\u0646\u0648\u0627\u0646&#8221; \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405106\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_135_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_135_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405106\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_135_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_135_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-14-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u062f\u0631 \u06cc\u06a9 \u0646\u0627\u0645 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc Jupyter \u062f\u0641\u062a\u0631\u0686\u0647 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a \u0648 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc &#8220;\u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645&#8221; \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405110\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" data-lazy-srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_892_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_892_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405110\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_892_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560597_892_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-15-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<p>\u0627\u06cc\u0646 Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0627\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u062f\u0647\u062f.<\/p>\n<p><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405112\" src=\"data:image\/svg+xml,%3Csvg%20xmlns=\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 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data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560598_226_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405112\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560598_226_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" 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https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-1140x643.png 1140w\" data-lazy-sizes=\"(max-width: 1189px) 100vw, 1189px\" data-lazy-src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560598_51_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" http: title=\"\"><img decoding=\"async\" width=\"1189\" height=\"671\" class=\"wp-image-405113\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560598_51_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png\" alt=\"\u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\" srcset=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/1704560598_51_\u0631\u0648\u0634-\u0646\u0635\u0628-Jupyter-\u0647\u0627\u0628-on-\u0627\u0648\u0628\u0648\u0646\u062a\u0648-2204-LTS.png 1189w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-300x169.png 300w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-1024x578.png 1024w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-768x433.png 768w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-810x457.png 810w, https:\/\/linuxhint.com\/wp-content\/uploads\/2023\/12\/a-screenshot-of-a-computer-description-automatica-17-1140x643.png 1140w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span><a id=\"post-405022-_Toc147974638\"><\/a>\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 \u060c \u0645\u0627 \u0631\u0648\u0634 \u0646\u0635\u0628 \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS.  \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0627\u0631\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0631\u0648\u06cc \u0634\u0628\u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0622\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.  \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u060c \u0645\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f Jupyter \u0647\u0627\u0628 \u0627\u0632 \u06cc\u06a9 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628 \u0648 \u0631\u0648\u0634 \u0627\u06cc\u062c\u0627\u062f \u0627\u0648\u0644\u06cc\u0646 \u062e\u0648\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9 \u0631\u0648\u06cc Jupyter  \u0647\u0627\u0628.\n<\/p>\n<\/div>\n\n<div>\u0628\u0631\u0627\u06cc \u0646\u06af\u0627\u0631\u0634 \u0628\u062e\u0634\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062a\u0646 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\u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0622\u0646 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u06cc\u0645\n<\/div>\n<p>\u0632\u0645\u0627\u0646 \u0627\u0646\u062a\u0634\u0627\u0631: 1403-01-06 20:33:03<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;14935&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0631\u0648\u0634 \u0646\u0635\u0628 Jupyter \u0647\u0627\u0628 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 22.04 LTS&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>Jupyter Hub \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627\u06cc\u0627\u0646\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f Jupyter \u0646\u0648\u062a \u0628\u0648\u06a9. Jupyter \u0647\u0627\u0628 \u0628\u0647 \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646\/\u0645\u062d\u0642\u0642\u0627\u0646 \u06cc\u06a9 \u0622\u0632\u0645\u0627\u06cc\u0634\u06af\u0627\u0647 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0645\u0646\u0627\u0628\u0639 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0631\u0627 \u0628\u0647 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":14936,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2754,95],"tags":[1054,1053,105,2756,2758],"class_list":{"0":"post-14935","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ubuntu","8":"category-linux","9":"tag--ubuntu","10":"tag-1053","11":"tag-105","13":"tag-2758"},"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/14935","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=14935"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/14935\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/14936"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=14935"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=14935"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=14935"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}