{"id":477756,"date":"2023-08-09T09:19:52","date_gmt":"2023-08-09T09:19:52","guid":{"rendered":""},"modified":"2023-09-05T11:15:22","modified_gmt":"2023-09-05T11:15:22","slug":"jupyter","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/jupyter\/","title":{"rendered":"\u0698\u0648\u067e\u06cc\u062a\u0631"},"content":{"rendered":"<p>Jupyter \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0628\u0647 \u0646\u0627\u0645 IPython \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u062f\u060c \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0645\u062a\u062d\u0648\u0644 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0648\u0628 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0627\u0633\u0646\u0627\u062f\u06cc \u062d\u0627\u0648\u06cc \u06a9\u062f \u0632\u0646\u062f\u0647\u060c \u0645\u0639\u0627\u062f\u0644\u0627\u062a\u060c \u062a\u062c\u0633\u0645 \u0647\u0627 \u0648 \u0645\u062a\u0646 \u0631\u0648\u0627\u06cc\u062a \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0646\u062f. \u0646\u0627\u0645 &quot;\u0698\u0648\u067e\u06cc\u062a\u0631&quot; \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0633\u0647 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0627\u0635\u0644\u06cc \u0627\u0633\u062a: \u062c\u0648\u0644\u06cc\u0627\u060c \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 R \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 \u0622\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0642\u0648\u06cc\u060c \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u062f\u0631 \u0645\u06cc\u0627\u0646 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u0645\u062d\u0642\u0642\u0627\u0646\u060c \u0645\u0631\u0628\u06cc\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h2>\u062a\u0627\u0631\u06cc\u062e \u067e\u06cc\u062f\u0627\u06cc\u0634 \u0698\u0648\u067e\u06cc\u062a\u0631 \u0648 \u0627\u0648\u0644\u06cc\u0646 \u0630\u06a9\u0631 \u0622\u0646<\/h2>\n<p>\u0631\u06cc\u0634\u0647 Jupyter \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0633\u0627\u0644 2001 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0641\u0631\u0646\u0627\u0646\u062f\u0648 \u067e\u0631\u0632\u060c \u06cc\u06a9 \u0641\u06cc\u0632\u06cc\u06a9\u062f\u0627\u0646\u060c IPython \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u062c\u0627\u0646\u0628\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062e\u0648\u062f \u062f\u0631 \u062d\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f. IPython \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0628\u0648\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062c\u0644\u0633\u0627\u062a \u062a\u0639\u0627\u0645\u0644\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 Python \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0628\u0648\u062f. \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646\u060c \u062f\u0631 \u062c\u0627\u0645\u0639\u0647 \u0639\u0644\u0645\u06cc \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a \u0648 \u062f\u0631 \u0633\u0627\u0644 2014\u060c IPython \u062a\u062d\u062a \u06cc\u06a9 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u062a\u062c\u0627\u0631\u06cc \u0628\u0632\u0631\u06af \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a \u0648 \u0628\u0647 Jupyter \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f.<\/p>\n<p>\u0627\u0648\u0644\u06cc\u0646 \u0630\u06a9\u0631 Jupyter\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0645\u0631\u0648\u0632\u0647 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062f\u0631 \u0633\u0627\u0644 2014 \u0628\u0648\u062f \u06a9\u0647 \u067e\u0631\u0632 \u0648 \u0628\u0631\u0627\u06cc\u0627\u0646 \u06af\u0631\u0646\u062c\u0631 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u067e\u0631\u0648\u0698\u0647 IPython \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0646\u062f. \u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc 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\u062d\u0627\u0648\u06cc \u06a9\u062f \u0632\u0646\u062f\u0647\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646\u06cc\u060c \u0645\u0639\u0627\u062f\u0644\u0627\u062a \u0648 \u062a\u062c\u0633\u0645 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u0648 \u0645\u062d\u0642\u0642\u0627\u0646 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u0646\u062f \u062a\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627 \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a\u0646 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062f\u06cc\u06af\u0631\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f. \u0627\u062c\u0632\u0627\u06cc \u0627\u0635\u0644\u06cc Jupyter \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u0647\u0633\u062a\u0647<\/strong>: \u0645\u0648\u062a\u0648\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u06a9\u0647 \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u0628\u0647 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0628\u0627\u0632 \u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0631\u0627\u0628\u0637 \u0646\u0648\u062a \u0628\u0648\u06a9<\/strong>: \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 \u06a9\u0647 \u0645\u062d\u06cc\u0637\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0648\u062a \u0628\u0648\u06a9 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f\u060c \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0633\u0644\u0648\u0644<\/strong>: \u0648\u0627\u062d\u062f \u0627\u0635\u0644\u06cc \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 Jupyter \u06a9\u0647 \u0634\u0627\u0645\u0644 \u06a9\u062f \u06cc\u0627 \u0645\u062a\u0646 Markdown \u0627\u0633\u062a. \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u06a9\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0627\u0631\u06a9 \u062f\u0627\u0648\u0646<\/strong>: \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0646\u0634\u0627\u0646\u0647 \u06af\u0630\u0627\u0631\u06cc \u0633\u0628\u06a9 \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0645\u062a\u0646 \u0631\u0627 \u0642\u0627\u0644\u0628 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u060c \u0633\u0631\u0641\u0635\u0644 \u0647\u0627\u060c \u0644\u06cc\u0633\u062a \u0647\u0627\u060c \u062c\u062f\u0627\u0648\u0644 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f \u0648 \u0639\u0646\u0627\u0635\u0631 \u0686\u0646\u062f\u0631\u0633\u0627\u0646\u0647 \u0627\u06cc \u0631\u0627 \u062f\u0631 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u06af\u0646\u062c\u0627\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062c\u0631\u0627\u06cc \u06a9\u062f<\/strong>: \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc Jupyter \u0627\u0645\u06a9\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0627\u0631\u0627\u0626\u0647 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0641\u0648\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062a\u0627\u06cc\u062c \u0648 \u062a\u0633\u0647\u06cc\u0644 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u062a\u06a9\u0631\u0627\u0631\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062c\u0633\u0645<\/strong>: \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc Jupyter \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062a\u062c\u0633\u0645\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0645\u0627\u0646\u0646\u062f Matplotlib \u0648 Seaborn \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u062a\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u0648\u0646\u06cc \u0698\u0648\u067e\u06cc\u062a\u0631: \u0698\u0648\u067e\u06cc\u062a\u0631 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0627\u062e\u0644\u06cc \u0698\u0648\u067e\u06cc\u062a\u0631\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0622\u0646 \u0628\u067e\u0631\u062f\u0627\u0632\u06cc\u0645. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 Jupyter \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0645\u0631\u0627\u062d\u0644 \u0632\u06cc\u0631 \u0631\u062e \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<ol>\n<li>\n<p>\u0633\u0631\u0648\u0631 Jupyter \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0647 \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0648\u0631\u0648\u062f\u06cc \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648\u0628 \u06a9\u0627\u0631\u0628\u0631 \u06af\u0648\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0631\u0627\u0628\u0637 \u0646\u0648\u062a \u0628\u0648\u06a9 \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0647 \u0622\u0646\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0633\u0644\u0648\u0644 \u0647\u0627 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f\u060c \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u0646\u062f \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u06cc\u06a9 \u0633\u0644\u0648\u0644 \u06a9\u062f \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f\u060c \u06a9\u062f \u0628\u0647 \u0633\u0631\u0648\u0631 Jupyter \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0647\u0633\u062a\u0647 \u0645\u0646\u0627\u0633\u0628 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0647\u0633\u062a\u0647 \u06a9\u062f \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0631\u0648\u0631 Jupyter \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0633\u0631\u0648\u0631 Jupyter \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0645\u0631\u0648\u0631\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u0645\u06cc \u0641\u0631\u0633\u062a\u062f\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0632\u06cc\u0631 \u0633\u0644\u0648\u0644 \u06a9\u062f \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p>\u0633\u0644\u0648\u0644 \u0647\u0627\u06cc Markdown \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0646 \u0641\u0631\u0645\u062a \u0634\u062f\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u0631\u0627\u0628\u0637 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc (\u0631\u0627\u0628\u0637 \u0646\u0648\u062a \u0628\u0648\u06a9) \u0627\u0632 \u0645\u0648\u062a\u0648\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc (\u0647\u0633\u062a\u0647) \u062c\u062f\u0627 \u0634\u0648\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0628\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u062f\u0648\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0631\u0627\u0628\u0637 \u062c\u0627\u0628\u062c\u0627 \u0634\u0648\u062f.<\/p>\n<h2>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc Jupyter<\/h2>\n<p>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc Jupyter \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u0645\u0631\u0628\u06cc\u0627\u0646 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0622\u0646 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0639\u0627\u0645\u0644<\/strong>: Jupyter \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0633\u0644\u0648\u0644 \u0647\u0627\u06cc \u06a9\u062f \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0647 \u0648 \u0627\u062c\u0631\u0627 \u06a9\u0646\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0648\u0634 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: Jupyter \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u0645\u062e\u062a\u0644\u0641 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062e\u06cc\u0631\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0648 \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc<\/strong>: \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc Jupyter \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u062f\u06cc\u06af\u0631\u0627\u0646 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a \u0648 \u0628\u0627\u0639\u062b \u062a\u0642\u0648\u06cc\u062a \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u06cc\u0646 \u0627\u0639\u0636\u0627\u06cc \u062a\u06cc\u0645 \u06cc\u0627 \u0645\u062d\u0642\u0642\u0627\u0646 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0633\u062a\u0646\u062f\u0627\u062a<\/strong>: \u062a\u0631\u06a9\u06cc\u0628 \u06a9\u062f \u0648 \u0645\u062a\u0646 Markdown \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 Jupyter \u0622\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06af\u0632\u0627\u0631\u0634 \u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u0622\u0645\u0648\u0632\u0646\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u0648\u0627\u0632\u06cc<\/strong>: Jupyter \u0627\u0632 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0645\u0648\u0627\u0632\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0647\u0633\u062a\u0647 \u06cc\u0627 \u062e\u0648\u0634\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0641\u0634\u0631\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0635\u06cc\u0644\u0627\u062a<\/strong>: Jupyter \u06a9\u0627\u0631\u0628\u0631\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u062a\u062c\u0631\u0628\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u062a\u0645\u0631\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0639\u0645\u0644\u06cc \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0646\u0648\u0627\u0639 Jupyter: \u0627\u0632 \u062c\u062f\u0627\u0648\u0644 \u0648 \u0644\u06cc\u0633\u062a \u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0648\u0634\u062a\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<\/h2>\n<p>Jupyter \u0627\u0632 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0633\u062a\u0647 \u0645\u062a\u0646\u0648\u0639 \u062e\u0648\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u062c\u062f\u0648\u0644 \u0632\u06cc\u0631 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u0647\u0633\u062a\u0647 \u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628 \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0647\u0633\u062a\u0647<\/th>\n<th>\u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>IPython<\/td>\n<td>\u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u062c\u0648\u0644\u06cc\u0627\u060c R \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631<\/td>\n<\/tr>\n<tr>\n<td>IRkernel<\/td>\n<td>\u0622\u0631<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u062c\u0648\u0644\u06cc\u0627<\/td>\n<td>\u062c\u0648\u0644\u06cc\u0627<\/td>\n<\/tr>\n<tr>\n<td>IHaskell<\/td>\n<td>\u0647\u0627\u0633\u06a9\u0644<\/td>\n<\/tr>\n<tr>\n<td>IMATLAB<\/td>\n<td>\u0645\u062a\u0644\u0628<\/td>\n<\/tr>\n<tr>\n<td>IRuby<\/td>\n<td>\u0631\u0648\u0628\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u06cc\u0633\u06a9\u0627\u0644\u0627<\/td>\n<td>\u0627\u0633\u06a9\u0627\u0644\u0627<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u0647\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0647\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062c\u0627\u0645\u0639\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Lua\u060c C++\u060c Go \u0648 \u063a\u06cc\u0631\u0647 \u0628\u06cc\u0627\u0628\u0646\u062f \u0648 \u062a\u0637\u0628\u06cc\u0642\u200c\u067e\u0630\u06cc\u0631\u06cc Jupyter \u0631\u0627 \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06af\u0633\u062a\u0631\u0634 \u062f\u0647\u0646\u062f.<\/p>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0698\u0648\u067e\u06cc\u062a\u0631\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/h2>\n<p>Jupyter \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u062a\u062c\u0633\u0645<\/strong>: \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0632 Jupyter \u0628\u0631\u0627\u06cc \u06a9\u0627\u0648\u0634 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0633\u0645 \u0648 \u0627\u0646\u062c\u0627\u0645 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0641\u0631\u0627\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/strong>: \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627\u06cc Jupyter \u062a\u0648\u0633\u0639\u0647\u060c \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc<\/strong>: \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u0627\u0632 Jupyter \u0628\u0631\u0627\u06cc \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc\u060c \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u062c\u0631\u0628\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/strong>: Jupyter \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0622\u0645\u0648\u0632\u0634\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc\u060c \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0648 \u0633\u0627\u06cc\u0631 \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0627\u0646\u0646\u062f \u0647\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc \u062f\u06cc\u06af\u0631\u06cc\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Jupyter \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u0648\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627\u06cc\u062c \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0622\u0646\u0647\u0627 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062d\u0627\u0641\u0638\u0647<\/strong>: \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06cc\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u0641\u0634\u0631\u062f\u0647 \u062d\u0627\u0641\u0638\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0646\u062c\u0631 \u0628\u0647 \u0645\u0635\u0631\u0641 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062d\u0627\u0641\u0638\u0647 \u0634\u0648\u062f. \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0627\u06cc\u062f \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u06a9\u062f \u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0627\u0628\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0631\u0646\u0644 \u062e\u0631\u0627\u0628 \u0645\u06cc \u0634\u0648\u062f<\/strong>: \u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u06a9\u062f\u060c \u0647\u0633\u062a\u0647 \u0627\u0632 \u06a9\u0627\u0631 \u0628\u06cc\u0641\u062a\u062f. \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0646 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0646\u0638\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0627\u0631 \u062f\u0631 \u0686\u0646\u06cc\u0646 \u0634\u0631\u0627\u06cc\u0637\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0636\u0627\u062f\u0647\u0627\u06cc \u0646\u0633\u062e\u0647<\/strong>: \u0645\u0633\u0627\u0626\u0644 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u062a\u0636\u0627\u062f \u0634\u0648\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u0645\u062c\u0627\u0632\u06cc \u06cc\u0627 \u0645\u062d\u0641\u0638\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u06af\u0631\u0627\u0646\u06cc \u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc<\/strong>: \u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627 \u0628\u062f\u0648\u0646 \u0636\u062f\u0639\u0641\u0648\u0646\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u062e\u0637\u0631\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0628\u0627\u0644\u0642\u0648\u0647 \u0634\u0648\u062f. \u0627\u062c\u062a\u0646\u0627\u0628 \u0627\u0632 \u0627\u0641\u0634\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062d\u0633\u0627\u0633 \u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062f\u0647\u0627\u06cc \u0646\u0627\u0645\u0639\u062a\u0628\u0631 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0645\u0634\u062e\u0635\u0627\u062a \u0627\u0635\u0644\u06cc \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627 \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u062f\u0631 \u0642\u0627\u0644\u0628 \u062c\u062f\u0627\u0648\u0644 \u0648 \u0641\u0647\u0631\u0633\u062a<\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f Jupyter \u0631\u0627 \u0628\u0627 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0645\u0634\u0627\u0628\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0648\u06cc\u0698\u06af\u06cc<\/th>\n<th>\u0698\u0648\u067e\u06cc\u062a\u0631<\/th>\n<th>RStudio<\/th>\n<th>\u06af\u0648\u06af\u0644 \u06a9\u0648\u0644\u0628<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647<\/td>\n<td>\u0628\u0644\u0647 (\u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0633\u062a\u0647)<\/td>\n<td>\u0645\u062d\u062f\u0648\u062f (\u0639\u0645\u062f\u062a\u0627\u064b R)<\/td>\n<td>\u067e\u0627\u06cc\u062a\u0648\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u062c\u0631\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631<\/td>\n<td>\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a<\/td>\n<td>\u062e\u06cc\u0631<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u0647\u0645\u06a9\u0627\u0631\u06cc<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<td>\u0645\u062d\u062f\u0648\u062f<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645<\/td>\n<td>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647<\/td>\n<td>\u0645\u062d\u062f\u0648\u062f<\/td>\n<td>\u0622\u0631\u0647<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0646\u062d\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/td>\n<td>\u062f\u0631 \u062d\u062f \u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u06a9\u0645<\/td>\n<td>\u06a9\u0645<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Jupyter \u0628\u0647 \u062f\u0644\u06cc\u0644 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647\u060c \u0627\u062c\u0631\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u06af\u0633\u062a\u0631\u062f\u0647 \u062e\u0648\u062f \u0645\u062a\u0645\u0627\u06cc\u0632 \u0627\u0633\u062a. \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631\u060c RStudio \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0644\u062a \u0641\u0631\u0645 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc R \u0639\u0627\u0644\u06cc \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 Google Colab \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648 \u0627\u062f\u063a\u0627\u0645 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 Google Drive \u0645\u062d\u0628\u0648\u0628 \u0627\u0633\u062a.<\/p>\n<h2>\u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0698\u0648\u067e\u06cc\u062a\u0631<\/h2>\n<p>\u0622\u06cc\u0646\u062f\u0647 \u0698\u0648\u067e\u06cc\u062a\u0631 \u0628\u0627 \u0686\u0646\u062f\u06cc\u0646 \u062a\u062d\u0648\u0644 \u062f\u0631 \u0627\u0641\u0642 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u062f\u063a\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 ML<\/strong>: Jupyter \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0634\u0627\u0647\u062f \u0627\u062f\u063a\u0627\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u062a\u0648\u0633\u0639\u0647 \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0631\u0627 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0647\u0645\u06a9\u0627\u0631\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong>: \u062a\u0644\u0627\u0634\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0647\u0645\u06a9\u0627\u0631\u06cc \u0627\u0645\u06a9\u0627\u0646 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u06cc\u200c\u062f\u0631\u0646\u06af \u062f\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u200c\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u06a9\u0627\u0631 \u06af\u0631\u0648\u0647\u06cc \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 \u0631\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631<\/strong>: \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc Jupyter \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0634\u0627\u0647\u062f \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u0646\u062f \u0628\u0648\u062f \u06a9\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u067e\u0631 \u062f\u0627\u062f\u0647 \u062c\u0630\u0627\u0628\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc<\/strong>: \u062a\u06a9\u0627\u0645\u0644 Jupyter \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0634\u0648\u062f \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u062f \u062a\u0627 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0648\u0628 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0628\u0633\u0627\u0632\u0646\u062f \u0648 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 Jupyter \u0645\u0631\u062a\u0628\u0637 \u0634\u062f<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc\u060c \u0645\u0627\u0646\u0646\u062f \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 OneProxy\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0642\u0634\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u062a\u062c\u0631\u0628\u0647 Jupyter \u0627\u06cc\u0641\u0627 \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0631\u0627\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06cc\u0627 \u0628\u0627 Jupyter \u0645\u0631\u062a\u0628\u0637 \u06a9\u0631\u062f:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0645\u0646\u06cc\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong>: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0627\u0633\u0637\u0647 \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631 \u0648 \u0633\u0631\u0648\u0631 Jupyter \u0639\u0645\u0644 \u06a9\u0646\u0646\u062f \u0648 \u0628\u0627 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0622\u062f\u0631\u0633 IP \u06a9\u0627\u0631\u0628\u0631 \u0648 \u06a9\u0627\u0647\u0634 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\u06a9\u0646\u0646\u062f \u062a\u0627 \u0627\u06cc\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627 \u0631\u0627 \u062f\u0648\u0631 \u0628\u0632\u0646\u0646\u062f \u0648 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0647 Jupyter \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc<\/strong>: \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0627\u0634\u0646\u0627\u0633 \u0645\u0627\u0646\u062f\u0646 \u0648 \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f \u0648 \u0628\u0647 \u0622\u0646\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u0646\u062f \u0628\u062f\u0648\u0646 \u0627\u0641\u0634\u0627\u06cc \u0647\u0648\u06cc\u062a \u0648\u0627\u0642\u0639\u06cc \u062e\u0648\u062f \u0627\u0632 Jupyter \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0639\u0627\u062f\u0644 \u0628\u0627\u0631<\/strong>: \u062f\u0631 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0633\u0631\u0648\u0631 Jupyter \u0645\u0633\u062a\u0642\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062a\u0631\u0627\u0641\u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u062a\u0648\u0632\u06cc\u0639 \u06a9\u0646\u0646\u062f\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u062c\u0631\u0628\u0647 Jupyter \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u0646\u062f \u0648 \u0628\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0644\u0642\u0648\u0647 \u0627\u0639\u0645\u0627\u0644 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u06cc\u0627 \u0646\u06af\u0631\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u063a\u0644\u0628\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f Jupyter\u060c \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0632\u06cc\u0631 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<ol>\n<li><a href=\"https:\/\/jupyter.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0648\u0628 \u0633\u0627\u06cc\u062a \u0631\u0633\u0645\u06cc Jupyter<\/a><\/li>\n<li><a href=\"https:\/\/jupyter.readthedocs.io\/en\/latest\/index.html\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0698\u0648\u067e\u06cc\u062a\u0631<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/jupyter\/jupyter\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u062e\u0632\u0646 Jupyter GitHub<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/jupyter\/jupyter\/wiki\/A-gallery-of-interesting-Jupyter-Notebooks\" target=\"_new\" rel=\"noopener nofollow\">\u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0646\u0648\u062a \u0628\u0648\u06a9 Jupyter<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468719,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477756","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Jupyter: Empowering Data Science and Interactive Computing<\/mark>","faq_items":[{"question":"What is Jupyter?","answer":"<p>Jupyter is an open-source project that provides a web-based platform for interactive computing and data science. It allows users to create documents containing live code, visualizations, equations, and text explanations.<\/p>"},{"question":"How did Jupyter originate, and when was it first mentioned?","answer":"<p>Jupyter originated as IPython in 2001 when physicist Fernando P\u00e9rez developed it to streamline his scientific computations. In 2014, IPython was rebranded as Jupyter, with its first mention as part of the IPython project.<\/p>"},{"question":"What is the internal structure of Jupyter, and how does it work?","answer":"<p>Jupyter consists of a kernel, notebook interface, code cells, Markdown cells, and visualization capabilities. When a user runs a code cell, the code is executed by the kernel, and the output is sent back to the notebook interface.<\/p>"},{"question":"What are the key features of Jupyter?","answer":"<p>Jupyter's key features include interactivity, data visualization support, collaboration options, extensive documentation capabilities, and the ability to perform parallel computing tasks.<\/p>"},{"question":"What types of Jupyter exist?","answer":"<p>Jupyter supports various programming languages through its kernels. Some popular kernels include IPython (Python, Julia, R, and more), IRkernel (R), IJulia (Julia), IHaskell (Haskell), IMATLAB (MATLAB), IRuby (Ruby), and IScala (Scala).<\/p>"},{"question":"How can Jupyter be used, and what are the common problems and solutions related to its use?","answer":"<p>Jupyter finds applications in data analysis, machine learning, scientific computing, and education. Common problems include memory usage, kernel crashes, version conflicts, and security concerns, which can be addressed through optimization, regular saving, virtual environments, and careful sharing.<\/p>"},{"question":"How does Jupyter compare to similar platforms like RStudio and Google Colab?","answer":"<p>Jupyter stands out for its multi-language support, cloud-based execution, and extensive visualization libraries. RStudio excels as a dedicated platform for R programming, while Google Colab is known for its simplicity and direct integration with Google Drive.<\/p>"},{"question":"What are the future perspectives and technologies related to Jupyter?","answer":"<p>The future of Jupyter holds possibilities for integration with AI and machine learning, improved collaboration features, advancements in cloud-based execution, and the development of interactive data applications.<\/p>"},{"question":"How can proxy servers be associated with Jupyter?","answer":"<p>Proxy servers, like those provided by OneProxy, can enhance Jupyter's security, bypass restrictions, provide anonymity, and enable load balancing for optimal performance.<\/p>"},{"question":"Where can I find more information about Jupyter?","answer":"<p>For more information about Jupyter, visit the official website, explore the documentation, check out the GitHub repository, and find useful Jupyter notebook examples.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477756","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477756\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/468719"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=477756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}