{"id":24391,"date":"2021-08-08T13:22:52","date_gmt":"2021-08-08T08:52:52","guid":{"rendered":"https:\/\/maktabkhooneh.org\/mag\/?p=24391"},"modified":"2026-02-10T09:18:47","modified_gmt":"2026-02-10T05:48:47","slug":"zero-to-one-hundred-bokeh-library-training","status":"publish","type":"post","link":"https:\/\/maktabkhooneh.org\/mag\/zero-to-one-hundred-bokeh-library-training\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0622\u0645\u0648\u0632\u0634 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/span><\/h2>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0648\u06a9\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u062c\u0633\u0645 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628 \u0645\u062f\u0631\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0638\u0631\u06cc\u0641\u060c \u0645\u0648\u062c\u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06af\u0631\u0627\u0641\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0647\u0645\u0647 \u06a9\u0627\u0631\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u0631\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06cc\u0627 \u062c\u0631\u06cc\u0627\u0646 \u062f\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0647\u0631 \u06a9\u0633\u06cc \u06a9\u0647 \u0645\u0627\u06cc\u0644 \u0627\u0633\u062a \u0628\u0647 \u0633\u0631\u0639\u062a \u0648 \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc\u060c\u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u062f\u060c \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/span><\/p>\n\n\n<div class=\"jet-listing-grid--50121\" style=\"\"><div class=\"jet-listing-dynamic-field-block zht-maktab-khooneh-course cb-fb2qc30r\"data-is-block=\"jet-engine\/dynamic-field\"><div class=\"jet-listing-dynamic-field__content\" >\n<div class=\"course-card\">\n    <div class=\"course-card-img\">\n        <img decoding=\"async\" \n            data-src=\"https:\/\/media1.maktabkhooneh.org\/CACHE\/images\/courses\/images\/Python-Jadi-2_1403-12-13-113008363\/3b93e9d629dc333cc648387a996d35db.webp?expire=4893471932&#038;token=94fb7de009a85c6b8a27e6bce14262e9&#038;md5=lPt94AmoXGuKJ-a84UJi6Q==\" \n            alt=\"\u0622\u0645\u0648\u0632\u0634 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062c\u0627\u0645\u0639\" \n            title=\"\u0622\u0645\u0648\u0632\u0634 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062c\u0627\u0645\u0639\" \n            width=\"100%\" \n            height=\"auto\"\n           \n         src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\">\n    <\/div>\n\n    <div class=\"course-details\">\n        <a href=\"https:\/\/maktabkhooneh.org\/course\/%D8%A2%D9%85%D9%88%D8%B2%D8%B4-%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87-%D9%86%D9%88%DB%8C%D8%B3%DB%8C-%D8%A8%D8%A7-%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86-%D9%85%D9%82%D8%AF%D9%85%D8%A7%D8%AA%DB%8C-mk346\/\" class=\"course-title\" target=\"_blank\" rel=\"noopener noreferrer\">\n            \u0622\u0645\u0648\u0632\u0634 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062c\u0627\u0645\u0639        <\/a>\n\n        <div class=\"course-price\">\n            \n                <span class=\"real-price\">\n                                            \u06f2,\u06f5\u06f9\u06f9,\u06f0\u06f0\u06f0                                    <\/span>\n\n                <span>\n                    <span class=\"discounted-price\">\n                        \u06f1,\u06f2\u06f9\u06f9,\u06f5\u06f0\u06f0                    <\/span>\n                    <span class=\"price-currency\">\u062a\u0648\u0645\u0627\u0646<\/span>\n                <\/span>\n\n                                    <div class=\"discount-percentage\">\n                        \u06f5\u06f0%                    <\/div>\n                \n                    <\/div>\n        <button class=\"course-cta-button\" data-course-url=\"https:\/\/maktabkhooneh.org\/course\/%D8%A2%D9%85%D9%88%D8%B2%D8%B4-%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87-%D9%86%D9%88%DB%8C%D8%B3%DB%8C-%D8%A8%D8%A7-%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86-%D9%85%D9%82%D8%AF%D9%85%D8%A7%D8%AA%DB%8C-mk346\/\">\n            \u0645\u0634\u0627\u0647\u062f\u0647 \u0648 \u062e\u0631\u06cc\u062f        <\/button>\n    <\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n<p><span style=\"font-size: 16px;\"><b>&nbsp;<\/b><\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\"><b>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627<\/b><\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0627\u0632 \u0645\u0647\u0645\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u061b<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Flexible<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0648\u06a9\u0647 \u0627\u06cc\u062c\u0627\u062f \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644 \u0631\u0627 \u0633\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0633\u0641\u0627\u0631\u0634\u06cc \u06cc\u0627 \u062a\u062e\u0635\u0635\u06cc \u0631\u0627 \u0627\u062f\u0627\u0631\u0647 \u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Interactive<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0627\u0628\u0632\u0627\u0631\u06a9\u200c\u0647\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0648 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc &#8220;\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0645\u06cc \u0627\u0641\u062a\u062f&#8221; \u06cc\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Shareable<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0637\u0631\u062d\u200c\u0647\u0627\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u0635\u0641\u062d\u0627\u062a \u0648\u0628 \u06cc\u0627 \u0646\u0648\u062a \u0628\u0648\u06a9\u200c\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06cc \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Productive<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc PyData \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u0622\u0634\u0646\u0627 \u0628\u0648\u062f\u0647\u200c\u0627\u06cc\u062f \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Powerful<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0634\u0645\u0627 \u0647\u0645\u06cc\u0634\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f <a href=\"https:\/\/maktabkhooneh.org\/learn\/java-script\/\">\u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/a> \u0633\u0641\u0627\u0631\u0634\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u06cc\u0627 \u062a\u062e\u0635\u0635\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">Open Source<\/span><\/h4>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0647\u0645\u0647 \u0686\u06cc\u0632\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0633\u0631\u0648\u0631 \u0628\u0648\u06a9\u0647\u200c\u060c \u062f\u0627\u0631\u0627\u06cc \u0645\u062c\u0648\u0632 BSD \u0627\u0633\u062a \u0648 \u062f\u0631 GitHub \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"><strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u062c\u0647\u062a \u0628\u0635\u0631\u06cc \u0633\u0627\u0632\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Javascript \u0648 HTML \u0628\u0647 \u0631\u0646\u062f\u0631 \u06a9\u0631\u062f\u0646 \u06af\u0631\u0627\u0641\u06cc\u06a9\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0648\u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 Anaconda Python \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0628\u0633\u062a\u0647 Conda \u0645\u06cc\u200c\u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0648\u06a9\u0647 \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0622\u0646\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 Bash \u06cc\u0627 Windows \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">conda install bokeh<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 pip\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 Bash \u06cc\u0627 Windows \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">pip install bokeh<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0627\u0632 \u062f\u0627\u062f\u0647 \u062a\u0627 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0628\u0627\u06cc\u062f \u06af\u0627\u0645 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0637\u06cc \u06a9\u0646\u06cc\u062f\u061b<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f1\u066b \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f2\u066b \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0645\u062d\u0644 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 (\u0631\u0648\u0634 \u0631\u0646\u062f\u0631)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f3\u066b \u06af\u0632\u06cc\u062f\u0646 Figures \u06cc\u0627 \u0634\u06a9\u0644\u200c\u0647\u0627<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f4\u066b \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0631\u0633\u0645 \u062f\u0627\u062f\u0647\u0627<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f5\u066b \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u062f\u0647\u06cc \u0642\u0627\u0644\u0628\u200c\u0647\u0627<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06f6\u066b \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0630\u062e\u06cc\u0631\u0647 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u062a\u0645\u0631\u06cc\u0646\u0627\u062a \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u062a\u0648\u0627\u0628\u0639 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0627\u0631\u0628 \u062a\u0639\u0627\u0645\u0644\u06cc\u060c \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u0631\u0628\u0639 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1135\" height=\"1155\" src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/0-295x300.jpg\" alt=\"\u0627\u0632 \u062f\u0627\u062f\u0647 \u062a\u0627 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24392\" title=\"\" srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/0-295x300.jpg 295w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/0-1006x1024.jpg 1006w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/0-768x782.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/0.jpg 1135w\" sizes=\"(max-width: 1135px) 100vw, 1135px\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062a\u0648\u062c\u0647: \u0646\u0638\u0631\u0627\u062a \u062f\u0631 \u06a9\u062f\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a. \u0622\u0646\u200c\u0647\u0627 \u0646\u0647 \u062a\u0646\u0647\u0627 \u06a9\u062f \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0628\u0644\u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0639\u0646\u06cc \u062f\u0627\u0631 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0646\u06cc\u0632 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u200c\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0642\u0627\u0628\u0644\u06cc\u062a &#8220;\u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc&#8221;&nbsp; \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u200c\u0647\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0639\u062f\u0645 \u06a9\u0627\u0645\u0646\u062a \u06af\u0630\u0627\u0631\u06cc \u0627\u06cc\u0646 \u062e\u0637\u0648\u0637\u060c \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0631\u0633\u0645 \u0627\u0634\u06a9\u0627\u0644 \u0627\u0633\u0627\u0633\u06cc<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u062e\u062a\u0635\u0627\u062a x \u0648 y \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0642\u0627\u0637 \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u062a\u0631\u0633\u06cc\u0645 \u062e\u0637 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u062f\u0646\u0628\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062a\u0627\u0628\u0639 figure \u06cc\u06a9 \u0634\u06cc \u0634\u06a9\u0644 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062a\u0627 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f\u060c \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u062d\u062f\u0648\u062f\u0647 X \u0648 Y \u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u06cc\u0645. \u0622\u0646 \u0631\u0627 \u0627\u0632 \u06f0 \u062a\u0627 \u06f4 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u06a9\u0646\u06cc\u0645\u060c \u0686\u0648\u0646 \u062f\u0627\u0645\u0646\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0627 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><br>\n<span style=\"font-size: 16px;\">\u0633\u067e\u0633 \u0631\u0648\u0634 line \u0628\u06cc\u0646 \u0645\u062e\u062a\u0635\u0627\u062a \u0645\u0627 \u06cc\u06a9 \u062e\u0637 \u0645\u06cc\u200c\u06a9\u0634\u062f \u06a9\u0647 \u0628\u0647 \u0634\u06a9\u0644 \u06cc\u06a9 \u0645\u0631\u0628\u0639 \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.io import output_file, output_notebook<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.plotting import figure, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">x = [1, 3, 3, 1, 1]<\/span><br>\n<span style=\"font-size: 16px;\">y = [1, 1, 3, 3, 1]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Display the output in a separate HTML file<\/span><br>\n<span style=\"font-size: 16px;\">output_file(&#8216;Square.html&#8217;, title=&#8217;Square in Bokeh&#8217;)<\/span><br>\n<span style=\"font-size: 16px;\">#output_notebook() # Uncomment this line to use iPython notebook<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">square = figure(title=&#8217;Square Shape&#8217;,<\/span><br>\n<span style=\"font-size: 16px;\">plot_height=300, plot_width=300,<\/span><br>\n<span style=\"font-size: 16px;\">x_range=(0, 4), y_range=(0, 4))<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Draw a line using our data<\/span><br>\n<span style=\"font-size: 16px;\">square.line(x, y)<\/span><br>\n<span style=\"font-size: 16px;\">#square.circle(x, y) # Uncomment this line to add a circle mark on each coordinate<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Show plot<\/span><br>\n<span style=\"font-size: 16px;\">show(square)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u06a9\u062f \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u06af\u0632\u06cc\u0646\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0627\u0628\u0639 output_file \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0639\u0648\u0636 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0627\u0628\u0639 output_notebook \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u062a \u0628\u0648\u06a9 Jupyter \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06af\u0631 \u062a\u0631\u062c\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u06cc\u062f \u0627\u0632 \u0646\u0648\u062a \u0628\u0648\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0627\u0628\u0639 output_file \u0631\u0627 \u0628\u0627 \u062e\u0631\u0648\u062c\u06cc_\u0646\u0648\u062a \u0628\u0648\u06a9 \u062f\u0631 \u06a9\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0641\u0648\u0642 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0627\u06cc\u062f \u0645\u0631\u0628\u0639 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0628\u0631\u06af\u0647 \u062c\u062f\u06cc\u062f \u0627\u0632 \u0645\u0631\u0648\u0631\u06af\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u062e\u0648\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"295\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/1-1-300x295.jpg\" alt=\"\u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24393 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/1-1-300x295.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/1-1-1024x1006.jpg 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/1-1-768x755.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/1-1.jpg 1440w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/295;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f (\u062a\u0627\u0628\u0647\u060c \u0628\u0632\u0631\u06af\u0646\u0645\u0627\u06cc\u06cc \u062c\u0639\u0628\u0647 \u060c \u0628\u0632\u0631\u06af\u0646\u0645\u0627\u06cc\u06cc \u0686\u0631\u062e \u060c \u0630\u062e\u06cc\u0631\u0647 \u060c \u062a\u0646\u0638\u06cc\u0645 \u0645\u062c\u062f\u062f \u060c \u06a9\u0645\u06a9 &#8211; \u0627\u0632 \u0628\u0627\u0644\u0627 \u0628\u0647 \u067e\u0627\u06cc\u06cc\u0646). \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc \u0633\u0627\u0632\u0646\u062f \u062a\u0627 \u0628\u0627 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u06a9\u062a\u0647 \u0645\u0647\u0645 \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631 \u0634\u0645\u0627 \u062e\u0648\u0627\u0647\u062f \u0622\u0645\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u067e\u0633 \u0627\u0632 \u0647\u0631 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f &#8220;\u0646\u0645\u0627\u06cc\u0634&#8221; \u0627\u06af\u0631 \u06cc\u06a9 \u0634\u06cc &#8220;\u0634\u06a9\u0644&#8221; \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\u060c \u06cc\u06a9 \u062a\u0645\u0627\u0633 \u0628\u0639\u062f\u06cc \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f &#8220;\u0646\u0645\u0627\u06cc\u0634&#8221; \u0628\u0627 \u0634\u06a9\u0644 \u062c\u062f\u06cc\u062f\u06cc \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0631\u0642\u0631\u0627\u0631 \u0634\u062f\u0647 \u0648 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u062e\u0637\u0627 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f. \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0627\u06cc\u0646 \u062e\u0637\u0627\u060c \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.plotting import reset_output<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">reset_output()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0631\u0648\u0634 reset_output \u0634\u0646\u0627\u0633\u0647 \u0634\u06a9\u0644 \u0631\u0627 \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f show&nbsp; \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0627\u0632\u0646\u0634\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0648\u0631\u062f \u062c\u062f\u06cc\u062f \u0628\u0647 \u0622\u0646 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0645\u0627 \u062a\u0627\u06a9\u0646\u0648\u0646 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 \u06a9\u0627\u0645\u0644\u0627\u064b \u0627\u0633\u0627\u0633\u06cc \u0627\u0633\u062a\u200c\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u06a9\u0646\u0648\u0646 \u0633\u0639\u06cc \u06a9\u0646\u06cc\u0645 \u0645\u0639\u0627\u062f\u0644\u0627\u062a \u0686\u0646\u062f \u062e\u0637 \u0646\u0642\u0634\u0647 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0648\u0627\u062d\u062f \u0628\u0633\u0627\u0632\u06cc\u0645. \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc \u062a\u0631\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u062e\u0637 \u0628\u0631\u0627\u06cc \u0645\u0639\u0627\u062f\u0644\u0627\u062a y = x \u060c y = x ^ 2 \u0648 y = x ^ 3 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f \u062a\u0627 \u0647\u0645\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0648\u06a9\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.plotting import figure, output_file, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Declare data for our three lines<\/span><br>\n<span style=\"font-size: 16px;\">x = [1, 2, 3, 4, 5, 6]<\/span><br>\n<span style=\"font-size: 16px;\">x_square = [i**2 for i in x]<\/span><br>\n<span style=\"font-size: 16px;\">x_cube = [i**3 for i in x]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Declare HTML file as output for when show is called<\/span><br>\n<span style=\"font-size: 16px;\">output_file(&#8220;Eqs.html&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines = figure(title=&#8217;Line Comparisons&#8217;, x_range=(0, 8), y_range=(0,100),<\/span><br>\n<span style=\"font-size: 16px;\">x_axis_label=&#8217;X-Axis&#8217;, y_axis_label=&#8217;Y-Axis&#8217;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines.line(x, x, legend=&#8221;y = x&#8221;, line_width=3) # Line for the equation y=x<\/span><br>\n<span style=\"font-size: 16px;\">lines.square(x, x, legend=&#8221;y = x&#8221;, size=10) # Add square boxes on each point on the line<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines.line(x, x_square, legend=&#8221;y = x^2&#8243;, line_width=3) #Line for the equation y=x^2<\/span><br>\n<span style=\"font-size: 16px;\">lines.circle(x, x_square, legend=&#8221;y = x^2&#8243;, size=10) # Add circles to points since it partially overlaps with y=x<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines.line(x, x_cube, legend=&#8221;y = x^3&#8243;, line_width=3) # Line for the equation y=x^3<\/span><br>\n<span style=\"font-size: 16px;\">lines.square(x, x_cube, legend=&#8221;y = x^2&#8243;, size=10) # Add square boxes on each point of the line<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Display the graph<\/span><br>\n<span style=\"font-size: 16px;\">show(lines)<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"294\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/2-1-300x294.jpg\" alt=\"\u0631\u0633\u0645 \u0627\u0634\u06a9\u0627\u0644 \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24394 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/2-1-300x294.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/2-1-1024x1004.jpg 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/2-1-768x753.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/2-1.jpg 1439w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/294;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0647 \u062a\u0631\u0633\u06cc\u0645 \u0686\u0646\u062f \u06af\u0631\u0627\u0641\u06cc\u06a9 \u062f\u06cc\u06af\u0631 \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\u06cc\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0628\u062a\u062f\u0627 \u0686\u0646\u062f \u062a\u0631\u0641\u0646\u062f \u062c\u0627\u0644\u0628 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u0645 \u062a\u0627 \u06af\u0631\u0627\u0641\u06cc\u06a9 \u0634\u0645\u0627 \u0631\u0627 \u062a\u0639\u0627\u0645\u0644\u06cc\u200c\u062a\u0631 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0632\u06cc\u0628\u0627\u200c\u062a\u0631 \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u0645\u0627 \u0627\u0648\u0644 \u0627\u0632 \u0647\u0645\u0647 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u062c\u062f\u0627 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 (\u062f\u0631 \u0628\u0627\u0644\u0627 \u06cc\u0627 \u0633\u0645\u062a \u0631\u0627\u0633\u062a) \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f. \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0646\u06cc\u0632 \u062f\u0631 \u06a9\u067e\u0634\u0646 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0631\u0627\u0626\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Use the same plot data as above<\/span><br>\n<span style=\"font-size: 16px;\">x = [1, 2, 3, 4, 5, 6]<\/span><br>\n<span style=\"font-size: 16px;\">x_square = [i**2 for i in x]<\/span><br>\n<span style=\"font-size: 16px;\">x_cube = [i**3 for i in x]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">#now let&#8217;s make the necessary imports. Note that, in addition to the imports we made in the previous code, we&#8217;ll be importing a few other things as well, which will be used to add more options in the &#8216;toolset&#8217;.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Same imports as before<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.plotting import figure, output_file, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># New imports to add more interactivity in our figures<\/span><br>\n<span style=\"font-size: 16px;\"># Check out Bokeh&#8217;s documentation for more tools (these are just two examples)<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.models import HoverTool, BoxSelectTool<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">output_file(&#8220;Eqs.html&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Add the tools to this list<\/span><br>\n<span style=\"font-size: 16px;\">tool_list = [HoverTool(), BoxSelectTool()]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Use the tools keyword arg, otherwise the same<\/span><br>\n<span style=\"font-size: 16px;\">lines = figure(title=&#8217;Line Comparisons&#8217;, x_range=(0, 8), y_range=(0, 100),<\/span><br>\n<span style=\"font-size: 16px;\">x_axis_label=&#8217;X-Axis&#8217;, y_axis_label=&#8217;Y-Axis&#8217;, tools=tool_list)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># The rest of the code below is the same as above<\/span><br>\n<span style=\"font-size: 16px;\">lines.line(x, x, legend=&#8221;y = x&#8221;, line_width=3)<\/span><br>\n<span style=\"font-size: 16px;\">lines.square(x, x, legend=&#8221;y = x&#8221;, size=10)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines.line(x, x_square, legend=&#8221;y = x^2&#8243;, line_width=3)<\/span><br>\n<span style=\"font-size: 16px;\">lines.circle(x, x_square, legend=&#8221;y = x^2&#8243;, size=10)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">lines.line(x, x_cube, legend=&#8221;y = x^3&#8243;, line_width=3)<\/span><br>\n<span style=\"font-size: 16px;\">lines.square(x, x_cube, legend=&#8221;y = x^2&#8243;, size=10)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Display the graph<\/span><br>\n<span style=\"font-size: 16px;\">show(lines)<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"300\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1-300x300.jpg\" alt=\"\u0631\u0633\u0645 \u0627\u0634\u06a9\u0627\u0644 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24395 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1-300x300.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1-1024x1020.jpg 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1-150x150.jpg 150w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1-768x765.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/3-1.jpg 1440w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/300;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647 \u062f\u06cc\u06af\u0631 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631 \u0631\u0648\u06cc \u0647\u0631 \u0646\u0642\u0637\u0647 \u062f\u0627\u062f\u0647 \u062d\u0631\u06a9\u062a \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u0622\u0646 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u06af\u0631\u0648\u0647 \u062e\u0627\u0635\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0631\u062f\u0646 \u0622\u0646\u200c\u0647\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0628\u0627 \u0628\u0648\u06a9\u0647<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0645\u0648\u0631\u062f \u0628\u0639\u062f\u06cc \u06a9\u0647 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645\u060c \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u200c\u0627\u06cc \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631\u060c \u0627\u0628\u062a\u062f\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u200c\u0627\u06cc \u0628\u0633\u0627\u0632\u06cc\u0645. \u0628\u0631\u0627\u06cc \u062c\u0644\u0628 \u062a\u0648\u062c\u0647 \u06a9\u0631\u062f\u0646\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062a\u0639\u062f\u0627\u062f \u062c\u0627\u0645\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0622\u0631\u0698\u0627\u0646\u062a\u06cc\u0646\u060c \u0628\u0631\u0632\u06cc\u0644\u060c \u0627\u0633\u067e\u0627\u0646\u06cc\u0627 \u0648 \u067e\u0631\u062a\u063a\u0627\u0644 \u06a9\u0633\u0628 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.io import show, output_file<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh. plotting import figure<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">output_file(&#8220;cups.html&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># List of teams to be included in the chart. Add or<\/span><br>\n<span style=\"font-size: 16px;\"># remove teams (and their World Cups won below) to<\/span><br>\n<span style=\"font-size: 16px;\"># see how it affects the chart<\/span><br>\n<span style=\"font-size: 16px;\">teams = [&#8216;Argentina&#8217;, &#8216;Brazil&#8217;, &#8216;Spain&#8217;, &#8216;Portugal&#8217;]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Activity: We experimented with the Hover Tool and the<\/span><br>\n<span style=\"font-size: 16px;\"># Box Select tool in the previous example, try to<\/span><br>\n<span style=\"font-size: 16px;\"># include those tools in this graph<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Number of world cups that the team has won<\/span><br>\n<span style=\"font-size: 16px;\">wc_won = [5, 3, 4, 2]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Setting toolbar_location=None and tools=&#8221;&#8221; essentially<\/span><br>\n<span style=\"font-size: 16px;\"># hides the toolbar from the graph<\/span><br>\n<span style=\"font-size: 16px;\">barchart = figure(x_range=teams, plot_height=250, title=&#8221;WC Counts&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">toolbar_location=None, tools=&#8221;&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">barchart.vbar(x=teams, top=wc_won, width=0.5)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Acitivity: Play with the width variable and see what<\/span><br>\n<span style=\"font-size: 16px;\"># happens. In particular, try to set a value above 1 for<\/span><br>\n<span style=\"font-size: 16px;\"># it<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">barchart.xgrid.grid_line_color = &#8216;red&#8217;<\/span><br>\n<span style=\"font-size: 16px;\">barchart.y_range.start = 0<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">show(barchart)<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"137\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/4-1-300x137.jpg\" alt=\"\u0645\u062b\u0627\u0644 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24396 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/4-1-300x137.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/4-1-1024x469.jpg 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/4-1-768x351.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/4-1.jpg 1440w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/137;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0622\u06cc\u0627 \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0627\u0644\u0627 \u0686\u06cc\u0632\u06cc \u062a\u0648\u062c\u0647 \u0634\u0645\u0627 \u0631\u0627 \u062c\u0644\u0628 \u06a9\u0631\u062f\u061f \u0634\u06a9\u0644 \u0641\u0648\u0642 \u06a9\u0627\u0645\u0644\u0627\u064b \u0633\u0627\u062f\u0647 \u0648 \u063a\u06cc\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0627\u0633\u062a\u060c \u0646\u0647\u061f \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062f\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u06a9\u0645\u06cc \u0631\u0646\u06af\u0627\u0631\u0646\u06af\u200c\u062a\u0631 \u0648 \u0632\u06cc\u0628\u0627\u200c\u062a\u0631 \u06a9\u0646\u06cc\u0645. \u0628\u0648\u06a9\u0647 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062f\u0627\u0631\u062f. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0628\u0627 \u0627\u06cc\u0646 \u0639\u0645\u0644 \u0686\u0647 \u06a9\u0627\u0631\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Mostly the same code as above, except with a few<\/span><br>\n<span style=\"font-size: 16px;\"># additions to add more color to our currently dry graph<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.io import show, output_file<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.plotting import figure<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># New imports below<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.models import ColumnDataSource<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># A was added 4 to the end of Spectral because we have 4<\/span><br>\n<span style=\"font-size: 16px;\"># teams. If you had more or less you would have used that<\/span><br>\n<span style=\"font-size: 16px;\"># number instead<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.palettes import Spectral4<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.transform import factor_cmap<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">output_file(&#8220;cups.html&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">teams = [&#8216;Argentina&#8217;, &#8216;Brazil&#8217;, &#8216;Spain&#8217;, &#8216;Portugal&#8217;]<\/span><br>\n<span style=\"font-size: 16px;\">wc_won = [5, 3, 4, 2]<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">source = ColumnDataSource(data=dict(teams=teams, wc_won=wc_won, color=Spectral4))<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">barchart = figure(x_range=teams, y_range=(0,8), plot_height=250, title=&#8221;World Cups Won&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">toolbar_location=None, tools=&#8221;&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">barchart.vbar(x=&#8217;teams&#8217;, top=&#8217;wc_won&#8217;, width=0.5, color=&#8217;color&#8217;, legend=&#8217;teams&#8217;, source=source)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># Here we change the position of the legend in the graph<\/span><br>\n<span style=\"font-size: 16px;\"># Normally it is displayed as a vertical list on the top<\/span><br>\n<span style=\"font-size: 16px;\"># right. These settings change that to a horizontal list<\/span><br>\n<span style=\"font-size: 16px;\"># instead, and display it at the top center of the graph<\/span><br>\n<span style=\"font-size: 16px;\">barchart.legend.orientation = &#8220;horizontal&#8221;<\/span><br>\n<span style=\"font-size: 16px;\">barchart.legend.location = &#8220;top_center&#8221;<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">show(barchart)<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"139\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/5-300x139.jpg\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24397 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/5-300x139.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/5-1024x474.jpg 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/5-768x356.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/5.jpg 1440w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/139;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u062f\u06cc\u0647\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u062c\u062f\u06cc\u062f \u0628\u0627 \u062a\u0639\u0627\u0645\u0644 \u0627\u0641\u0632\u0648\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u062a\u0631 \u0627\u0632 \u0642\u0628\u0644 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc\u200c\u0631\u0633\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0642\u0628\u0644 \u0627\u0632 \u067e\u0627\u06cc\u0627\u0646 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0628\u0647 \u0647\u0645\u0647 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u0641\u0642\u0637 \u06cc\u06a9 \u0646\u06af\u0627\u0647 \u0627\u062c\u0645\u0627\u0644\u06cc \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0648\u06a9\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0647\u0632\u0627\u0631\u0627\u0646 \u0686\u06cc\u0632 \u062c\u0627\u0644\u0628 \u062f\u06cc\u06af\u0631 \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u06a9\u0627\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0645\u0631\u0627\u062c\u0639\u0647 \u0628\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0628\u0648\u06a9\u0647 \u0648 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u062a\u0627 \u0628\u0647 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0627 \u0646\u0633\u062e\u0647 Python \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u0645. \u0645\u0627 \u0646\u062d\u0648\u0647 \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0646\u0635\u0628 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 pip \u06cc\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0645\u0627 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0627\u0631\u0628 \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u067e\u0648\u06cc\u0627 \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627 \u062f\u06cc\u062f\u0646 \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u062f\u0644\u06cc\u0644 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0648\u06a9\u0647 \u0631\u0627 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u0645.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062d\u062a\u06cc \u0627\u06af\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u0645\u0634\u0647\u0648\u0631 \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f matplotlib \u0648 Seaborn \u0646\u06cc\u0632 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0647\u0633\u062a\u0646\u062f. \u0628\u0647 \u0637\u0648\u0631 \u062e\u0644\u0627\u0635\u0647\u060c \u0628\u0648\u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0647\u0648\u0634 \u0627\u0633\u062a \u0648 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0646\u0648\u0627\u0639 \u062a\u062c\u0633\u0645\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u0628\u0627 \u0627\u062f\u0627\u0645\u0647 \u0645\u0642\u0627\u0644\u0647 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f \u062a\u0627 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0628\u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">Bokeh \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0648\u0634 \u0648 \u062f\u0631\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u06cc\u0627 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0632\u06cc\u0628\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u06cc\u0627 \u06af\u0632\u0627\u0631\u0634 \u0627\u0633\u062a. \u0628\u0648\u06a9\u0647 \u06cc\u06a9 Python API \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u062f\u0631 D3. js\u060c \u0628\u062f\u0648\u0646 \u0644\u0632\u0648\u0645\u0627 \u0646\u0648\u0634\u062a\u0646 \u06a9\u062f JavaScript \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0634\u06cc\u0627 P Pandas \u0648 NumPy\u060c \u0628\u0631\u0627\u06cc \u0646\u0642\u0634\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc\u060c \u0627\u06cc\u062c\u0627\u062f \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06ccNumPy\u060c \u0644\u06cc\u0633\u062a\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0633\u0631\u06cc Pandas \u062f\u0631 \u0641\u0636\u0627\u06cc \u062a\u062c\u0633\u0645 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0648 \u062d\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u062c\u0633\u0645\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0648 \u067e\u0648\u06cc\u0627 \u062f\u0631 \u0631\u0633\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0628\u0648\u06a9\u0647 \u0627\u06cc\u062f\u0647 \u0622\u0644\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0646\u062f\u06cc\u062f \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0622\u063a\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u06af\u0627\u0645 \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u00ab\u067e\u06cc\u0634\u200c\u067e\u0631\u062f\u0627\u0632\u0634\u00bb (Preprocessing) \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0645\u0627\u0646\u0646\u062f \u00ab\u067e\u0627\u0646\u062f\u0627\u0633\u00bb (Pandas) \u0648 \u00ab\u0646\u0627\u0645\u200c\u067e\u0627\u06cc\u00bb (NumPy) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0637\u06cc \u0622\u0646\u060c \u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0641\u0631\u0645 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u067e\u0631\u062f\u0627\u0632\u0634\u200c\u0647\u0627\u060c \u0628\u0631\u062f\u0627\u0634\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u062a\u0639\u06cc\u06cc\u0646 \u0645\u062d\u0644 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u062d\u0648\u0647 \u062a\u0648\u0644\u06cc\u062f \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0648 \u0628\u0647 \u062f\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0631\u0633\u062f. \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647 \u0631\u0627\u06cc\u062c \u0648 \u0645\u062a\u062f\u0627\u0648\u0644\u06cc \u06a9\u0647 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0645\u06cc\u200c\u0628\u0627\u0634\u062f\u061b<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-size: 16px;\">\u062a\u0648\u0644\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 HTML \u0627\u0633\u062a\u0627\u062a\u06cc\u06a9<\/span><\/li>\n\n\n\n<li><span style=\"font-size: 16px;\">\u0631\u0646\u062f\u0631 \u06a9\u0631\u062f\u0646 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0637\u06cc \u062f\u0631 \u00ab\u0698\u0648\u067e\u06cc\u062a\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9\u00bb (Jupyter Notebook).<\/span><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u064e\u0634\u06a9\u0627\u0644<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0634\u06a9\u0627\u0644\u060c \u06a9\u0627\u0631\u0628\u0631 \u0628\u0631\u0627\u06cc \u0628\u0635\u0631\u06cc \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u0628\u0648\u0645 \u0627\u0648\u0644\u06cc\u0647 \u067e\u0631\u062f\u0627\u062e\u062a\u0647 \u0648 \u0622\u0645\u0627\u062f\u0647 \u0631\u0646\u062f\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 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style=\"font-size: 16px;\">\u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u062a\u0631\u0633\u06cc\u0645 \u0622\u0646\u200c\u0647\u0627<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u067e\u0633 \u0627\u0632 \u06af\u0630\u0631\u0627\u0646\u062f\u0646 \u0645\u0631\u0627\u062d\u0644 \u0641\u0648\u0642 \u0628\u0631\u0627\u06cc \u0634\u06a9\u0644 \u062f\u0627\u062f\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u062e\u0648\u0627\u0635 \u0628\u0648\u06a9\u0647 \u062a\u062d\u062a \u0646\u0627\u0645 \u0631\u0646\u062f\u0631 \u06a9\u0631\u062f\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0634\u06a9\u0627\u0644 \u0648 \u0646\u0634\u0627\u0646\u06af\u0631\u0647\u0627\u06cc 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16px;\">\u0627\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u0647\u060c \u062a\u0645\u0627\u0645\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u0646\u062a\u06cc\u062c\u0647 \u06a9\u0627\u0631 \u0631\u0636\u0627\u06cc\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0645\u06cc\u062a\u0648\u0627\u0646\u062f \u0628\u0635\u0631\u06cc \u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0641\u0627\u06cc\u0644 image \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0646\u0645\u0627\u06cc\u062f \u06cc\u0627 \u062f\u0631 \u063a\u06cc\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u06af\u0627\u0645\u200c\u0647\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0631\u0627 \u0645\u0648\u0631\u062f 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\u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062a\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062c\u0630\u0627\u0628 \u0648 \u0642\u0627\u0628\u0644 \u0641\u0647\u0645 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"169\" height=\"300\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-169x300.jpg.webp\" alt=\"\u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24403 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-169x300.jpg.webp 169w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-578x1024.jpg.webp 578w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-768x1360.jpg.webp 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-867x1536.jpg.webp 867w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/6666666666-1157x2048.jpg.webp 1157w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/6666666666.jpg 1440w\" data-sizes=\"(max-width: 169px) 100vw, 169px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 169px; --smush-placeholder-aspect-ratio: 169\/300;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0633\u0627\u062e\u062a \u0627\u0648\u0644\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u062f\u0631 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0627\u0631\u0627\u0626\u0647 \u062e\u0631\u0648\u062c\u06cc \u0628\u0635\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u067e\u0631\u062f\u0627\u062e\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc 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https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/7.jpg 1214w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/194;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"190\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/8-300x190.jpg\" alt=\"\u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24399 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/8-300x190.jpg 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/8-1024x649.jpg.webp 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/8-768x487.jpg.webp 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/8.jpg 1440w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/190;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0647\u0645\u0627\u0646 \u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc\u0628\u06cc\u0646\u06cc\u062f \u0646\u062a\u06cc\u062c\u0647\u200c\u0647\u0627 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0647\u0645 \u0647\u0633\u062a\u0646\u062f \u0648 \u0641\u0642\u0637 \u0631\u0646\u062f\u0631 \u06a9\u0631\u062f\u0646 \u062f\u0631 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\u0627\u0632 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u0648\u062f \u0648 \u0622\u0646\u0631\u0627 \u0627\u062c\u0631\u0627 \u0646\u0645\u0648\u062f\u061b<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"93\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/9-300x93.jpg.webp\" alt=\"\u0631\u0646\u062f\u0631 \u06a9\u0631\u062f\u0646 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24400 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/9-300x93.jpg.webp 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/9-1024x317.jpg.webp 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/9-768x237.jpg.webp 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/9.jpg 1258w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/93;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0646 \u0634\u06a9\u0644 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u0648\u0642 \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0633\u0627\u062e\u062a \u0648 \u0646\u0645\u0627\u06cc\u0634 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0644\u06cc \u0628\u0648\u06a9\u0647 \u062f\u0631 \u0698\u0648\u067e\u06cc\u062a\u0631 \u0646\u0648\u062a\u200c\u0628\u0648\u06a9 \u0648 \u0645\u0631\u0648\u0631\u06af\u0631 \u067e\u0631\u062f\u0627\u062e\u062a. \u062d\u0627\u0644 \u0648\u0642\u062a \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0631\u0627\u0628\u0637\u0647 \u0628\u0627 \u0646\u062d\u0648\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0634\u06cc\u0627 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a\u06cc \u0631\u0627 \u0628\u06cc\u0627\u0645\u0648\u0632\u06cc\u062f. \u0634\u06cc ()figure \u0641\u0642\u0637 \u067e\u0627\u06cc\u0647 \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0634\u06cc\u0626\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0628\u0648\u06a9\u0647 \u0628\u0631\u0627\u06cc \u0628\u0635\u0631\u06cc\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0642\u0641\u0644\u200c\u06af\u0634\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">figure \u062f\u0631 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u06cc\u06a9 \u0632\u06cc\u0631\u06a9\u0644\u0627\u0633 \u0627\u0632 \u00abBokeh Plot Object\u00bb \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0639\u0646\u0635\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0632\u06cc\u0628\u0627\u06cc\u06cc \u0634\u0646\u0627\u062e\u062a\u06cc \u0634\u06a9\u0644\u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0646\u0645\u0648\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0632\u06cc\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0632\u0634\u062a\u200c\u062a\u0631\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"148\" height=\"300\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-148x300.jpg.webp\" alt=\"figure \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24401 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-148x300.jpg.webp 148w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-506x1024.jpg.webp 506w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-768x1553.jpg.webp 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-760x1536.jpg.webp 760w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/07\/10-1013x2048.jpg.webp 1013w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/10.jpg 1080w\" data-sizes=\"(max-width: 148px) 100vw, 148px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 148px; --smush-placeholder-aspect-ratio: 148\/300;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u06cc ColumnDataSource<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0627\u06a9\u062b\u0631 \u0631\u0627\u0647\u200c\u0647\u0627\u06cc \u0631\u0633\u0645 \u062f\u0631 Bokeh API \u062a\u0648\u0627\u062a\u0627\u06cc\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u062f\u0627\u062f\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0634\u06cc ColumnDatasource \u0631\u0627 \u062f\u0627\u0631\u0646\u062f \u0648 \u0647\u0645\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u201cDataTable\u201d \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">ColumnDatasource \u062f\u0631 \u0648\u0627\u0642\u0639 \u0646\u06af\u0627\u0634\u062a\u06cc \u0628\u06cc\u0646 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0648 \u0644\u06cc\u0633\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. \u06cc\u06a9 \u0634\u06cc Python dict \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u06cc\u06a9 \u06cc\u0627 \u0686\u0646\u062f \u06a9\u0644\u06cc\u062f \u0631\u0634\u062a\u0647\u200c\u0627\u06cc \u0648 \u0627\u0646\u0648\u0627\u0639 \u0644\u06cc\u0633\u062a\u200c\u0647\u0627 \u06cc\u0627 \u0622\u0631\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc numpy \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0647 \u0633\u0627\u0632\u0646\u062f\u0647 ColumnDataSource \u0642\u0627\u0628\u0644 \u0627\u0646\u062a\u0642\u0627\u0644 \u0647\u0633\u062a\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0645\u062b\u0627\u0644<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.models import ColumnDataSource<\/span><br>\n<span style=\"font-size: 16px;\">data = {&#8216;x&#8217;:[1, 4, 3, 2, 5],<\/span><br>\n<span style=\"font-size: 16px;\">&#8216;y&#8217;:[6, 5, 2, 4, 7]}<\/span><br>\n<span style=\"font-size: 16px;\">cds = ColumnDataSource(data = data)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u06a9\u062f \u0632\u06cc\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 ColumnDataSource \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f\u061b<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">from bokeh.plotting import figure, output_file, show<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.models import ColumnDataSource<\/span><br>\n<span style=\"font-size: 16px;\">data = {&#8216;x&#8217;:[1, 4, 3, 2, 5],<\/span><br>\n<span style=\"font-size: 16px;\">&#8216;y&#8217;:[6, 5, 2, 4, 7]}<\/span><br>\n<span style=\"font-size: 16px;\">cds = ColumnDataSource(data = data)<\/span><br>\n<span style=\"font-size: 16px;\">fig = figure()<\/span><br>\n<span style=\"font-size: 16px;\">fig.scatter(x = &#8216;x&#8217;, y = &#8216;y&#8217;,source = cds, marker = &#8220;circle&#8221;, size = 20, fill_color = &#8220;grey&#8221;)<\/span><br>\n<span style=\"font-size: 16px;\">show(fig)<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"295\" height=\"300\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/11-295x300.jpg\" alt=\"\u0634\u06a9\u0644 \u0647\u0627 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647\" class=\"wp-image-24402 lazyload\" title=\"\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/11-295x300.jpg 295w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/11-1006x1024.jpg 1006w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/11-768x782.jpg 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/07\/11.jpg 1135w\" data-sizes=\"(max-width: 295px) 100vw, 295px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 295px; --smush-placeholder-aspect-ratio: 295\/300;\" \/><figcaption><\/figcaption><\/figure>\n\n\n\n<p><span style=\"font-size: 16px;\"><\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0646\u0645\u0648\u0646\u0647 \u06a9\u062f\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0648\u06a9\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u062e\u0631\u0648\u062c\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u0631\u0633\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u0646\u0648\u062a \u0628\u0648\u06a9\u060c html \u0648 \u0633\u0631\u0648\u0631 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f. \u062a\u0639\u0628\u06cc\u0647 \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u0628\u0648\u06a9\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062c\u0646\u06af\u0648 \u0648 \u0641\u0644\u0627\u0633\u06a9 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0648\u06a9\u0647 \u062f\u0648 \u0631\u0627\u0628\u0637 \u062a\u062c\u0633\u0645 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"font-size: 16px;\">bokeh.models: \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0633\u0637\u062d \u067e\u0627\u06cc\u06cc\u0646 \u06a9\u0647 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/li>\n\n\n\n<li><span style=\"font-size: 16px;\">bokeh.plotting: \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062d\u0631\u0648\u0641 \u0627\u06af\u0644\u0648\u06cc \u0628\u0635\u0631\u06cc.<\/span><\/li>\n<\/ul>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0628\u0633\u062a\u0647 bokeh\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">pip install bokeh<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0646\u0634\u0627\u0646\u06af\u0631\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u0647 \u067e\u0631\u0627\u06a9\u0646\u062f\u0647 \u060c \u0627\u0632 \u0631\u0648\u0634 circle () \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import modules<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.plotting import figure, output_notebook, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create figure<\/span><br>\n<span style=\"font-size: 16px;\">p = figure(plot_width = 400, plot_height = 400)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># add a circle renderer with<\/span><br>\n<span style=\"font-size: 16px;\"># size, color and alpha<\/span><br>\n<span style=\"font-size: 16px;\">p.circle([1, 2, 3, 4, 5], [4, 7, 1, 6, 3],<\/span><br>\n<span style=\"font-size: 16px;\">size = 10, color = &#8220;navy&#8221;, alpha = 0.5)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">To create a single line, line() method is used.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import modules<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.plotting import figure, output_notebook, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create figure<\/span><br>\n<span style=\"font-size: 16px;\">p = figure(plot_width = 400, plot_height = 400)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># add a line renderer<\/span><br>\n<span style=\"font-size: 16px;\">p.line([1, 2, 3, 4, 5], [3, 1, 2, 6, 5],<\/span><br>\n<span style=\"font-size: 16px;\">line_width = 2, color = &#8220;green&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0627 \u0645\u06cc\u0644\u0647\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0637\u06cc\u0644 \u0634\u06a9\u0644 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0637\u0648\u0644 \u0645\u06cc\u0644\u0647 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import necessary modules<\/span><br>\n<span style=\"font-size: 16px;\">import pandas as pd<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.charts import Bar, output_notebook, show<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># read data in dataframe<\/span><br>\n<span style=\"font-size: 16px;\">df = pd.read_csv(r&#8221;D:\/kaggle\/mcdonald\/menu.csv&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create bar<\/span><br>\n<span style=\"font-size: 16px;\">p = Bar(df, &#8220;Category&#8221;, values = &#8220;Calories&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">title = &#8220;Total Calories by Category&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">legend = &#8220;top_right&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u0645\u0648\u062f\u0627\u0631 \u062c\u0639\u0628\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u062c\u0645\u0639 \u0628\u0646\u062f\u06cc \u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u0622\u0645\u0627\u0631\u06cc \u06af\u0631\u0648\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import necessary modules<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.charts import BoxPlot, output_notebook, show<\/span><br>\n<span style=\"font-size: 16px;\">import pandas as pd<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># read data in dataframe<\/span><br>\n<span style=\"font-size: 16px;\">df = pd.read_csv(r&#8221;D:\/kaggle \/ mcdonald \/ menu.csv&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create bar<\/span><br>\n<span style=\"font-size: 16px;\">p = BoxPlot(df, values = &#8220;Protein&#8221;, label = &#8220;Category&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">color = &#8220;yellow&#8221;, title = &#8220;Protein Summary (grouped by category)&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">legend = &#8220;top_right&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0631\u062a\u0641\u0627\u0639 \u0645\u0633\u062a\u0637\u06cc\u0644 \u062f\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u0635\u0644\u0647 \u06a9\u0644\u0627\u0633 \u0627\u0633\u062a.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import necessary modules<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.charts import Histogram, output_notebook, show<\/span><br>\n<span style=\"font-size: 16px;\">import pandas as pd<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># read data in dataframe<\/span><br>\n<span style=\"font-size: 16px;\">df = pd.read_csv(r&#8221;D:\/kaggle \/ mcdonald \/ menu.csv&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create histogram<\/span><br>\n<span style=\"font-size: 16px;\">p = Histogram(df, values = &#8220;Total Fat&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">title = &#8220;Total Fat Distribution&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">color = &#8220;navy&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u0645\u0648\u062f\u0627\u0631 Scatter \u0628\u0631\u0627\u06cc \u0631\u0633\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u062f\u0631 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u06cc\u0627\u0641\u062a\u0646 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># import necessary modules<\/span><br>\n<span style=\"font-size: 16px;\">from bokeh.charts import Scatter, output_notebook, show<\/span><br>\n<span style=\"font-size: 16px;\">import pandas as pd<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># output to notebook<\/span><br>\n<span style=\"font-size: 16px;\">output_notebook()<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># read data in dataframe<\/span><br>\n<span style=\"font-size: 16px;\">df = pd.read_csv(r&#8221;D:\/kaggle \/ mcdonald \/ menu.csv&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># create scatter plot<\/span><br>\n<span style=\"font-size: 16px;\">p = Scatter(df, x = &#8220;Carbohydrates&#8221;, y = &#8220;Saturated Fat&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">title = &#8220;Saturated Fat vs Carbohydrates&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">xlabel = &#8220;Carbohydrates&#8221;, ylabel = &#8220;Saturated Fat&#8221;,<\/span><br>\n<span style=\"font-size: 16px;\">color = &#8220;orange&#8221;)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"># show the results<\/span><br>\n<span style=\"font-size: 16px;\">show(p)<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">BokehJS \u0686\u06cc\u0633\u062a<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0646\u0627\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0632 \u0648\u0627\u0698\u0647 \u0698\u0627\u067e\u0646\u06cc \u0648 \u0627\u0635\u0637\u0644\u0627\u062d \u0639\u06a9\u0627\u0633\u06cc \u00ab\u0628\u0648\u06a9\u0647\u00bb \u0646\u0634\u0627\u062a \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u062a\u0627\u0631\u06cc \u0642\u0633\u0645\u062a\u200c\u0647\u0627\u06cc \u062e\u0627\u0631\u062c \u0627\u0632 \u0641\u0648\u06a9\u0648\u0633 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0639\u06a9\u0633 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062c\u0644\u0628 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u0648\u0631\u062f \u0639\u0644\u0627\u0642\u0647 \u0627\u0633\u062a. (\u0628\u0647 \u0647\u0645\u0627\u0646 \u0631\u0648\u0634\u06cc \u06a9\u0647 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <a href=\"https:\/\/maktabkhooneh.org\/mag\/python-libraries\/\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a> \u0631\u0648\u06cc \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u0647\u0645 \u0648 \u0642\u0627\u0628\u0644 \u0686\u0627\u0644\u0634 \u062a\u062c\u0633\u0645 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f.)<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0628\u0648\u06a9\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f:<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">&nbsp;NumPy<\/span><br>\n<span style=\"font-size: 16px;\">Redis<\/span><br>\n<span style=\"font-size: 16px;\">Flask<\/span><br>\n<span style=\"font-size: 16px;\">gevent<\/span><br>\n<span style=\"font-size: 16px;\">gevent-websocket<\/span><br>\n<span style=\"font-size: 16px;\">Requests<\/span><br>\n<span style=\"font-size: 16px;\">Pandas<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">BokehJS \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u062f\u0631 \u0633\u0645\u062a \u0645\u0634\u062a\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648 <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u062f\u0631 Coffeescript \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0631\u0633\u0645 \u0648 \u06a9\u0644\u0627\u0633 \u0627\u0648\u0644 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u062f\u0641 BokehJS \u062a\u062c\u0633\u0645 \u067e\u0648\u06cc\u0627 \u0648 \u062a\u0639\u0627\u0645\u0644\u06cc \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u0633\u062a. \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0628\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u06af\u06cc\u0631\u0646\u062f\u0647 \u0648\u0628 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 Backend \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0645\u0627\u0646\u062f\u06af\u0627\u0631\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 redis \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\"><strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong> \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0646\u06cc\u0627\u0632 \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0631\u0633\u0645 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0641\u0627\u0648\u062a \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0637\u0631\u062d \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u0639\u0644\u0627\u0645\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u062f\u0631 \u0645\u062f\u0644 \u0645\u0634\u062a\u0631\u06cc \/ \u0633\u0631\u0648\u0631 \u0628\u0631\u0627\u06cc \u0648\u0628 \u0645\u062f\u0631\u0646 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0648\u06a9\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f \u0627\u0631\u0627\u0626\u0647 \u0628\u0627 \u0645\u0631\u0648\u0631\u06af\u0631 \u0648 \u0633\u0645\u062a \u0645\u0634\u062a\u0631\u06cc\u060c \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 IPython\u060c \u0628\u0647 \u0647\u0645\u0647 \u06af\u06cc\u0631 \u0628\u0648\u062f\u0646 \u0628\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627 \u062f\u0633\u062a \u067e\u06cc\u062f\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0627\u06cc\u0646 \u0628\u0633\u062a\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u062f\u0648\u0644\u0627\u0631 \u0648 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u062a\u062c\u0633\u0645 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0648 \u062a\u0648\u0644\u06cc\u062f \u0635\u0641\u062d\u0627\u062a \u0628\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.<\/span><\/p>\n\n\n<div class=\"jet-listing-grid--50192\" style=\"\"><style><\/style><section class=\"zht-related-post\" itemscope=\"\" itemtype=\"https:\/\/schema.org\/Article\" role=\"region\"\n  aria-label=\"Related article\">\n  <div class=\"zht-related-post-section-label\">\n    \u0645\u0637\u0627\u0644\u0628 \u0645\u0631\u062a\u0628\u0637\n  <\/div>\n  <img decoding=\"async\" width=\"300\" height=\"171\" data-src=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/01\/the-best-python-libraries-data-science-2-300x171.jpg.webp\" class=\"attachment-medium size-medium wp-post-image lazyload\" alt=\"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647\" data-srcset=\"https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/01\/the-best-python-libraries-data-science-2-300x171.jpg.webp 300w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/01\/the-best-python-libraries-data-science-2-1024x585.jpg.webp 1024w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/smush-webp\/2021\/01\/the-best-python-libraries-data-science-2-768x439.jpg.webp 768w, https:\/\/maktabkhooneh.org\/mag\/wp-content\/uploads\/2021\/01\/the-best-python-libraries-data-science-2.jpg 1400w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/171;\">\n  <a href=\"https:\/\/maktabkhooneh.org\/mag\/the-best-python-libraries-data-science\/\" class=\"zht-related-post-title\"\n    itemprop=\"headline\" target=\"_blank\">\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647<\/a>\n<\/section><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span style=\"font-size: 16px;\">\u0686\u0631\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a\u061f<\/span><\/h3>\n\n\n\n<p><span style=\"font-size: 16px;\">\u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628\u060c \u0645\u0634\u062a\u0631\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0628\u0631\u0627\u06cc \u0645\u0635\u0631\u0641 \u062a\u062c\u0633\u0645\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f d3. js \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0648\u0628 Backend Python \u062f\u0634\u0648\u0627\u0631 \u0648 \u0648\u0642\u062a \u06af\u06cc\u0631 \u0627\u0633\u062a. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645 \u06a9\u062f \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u06cc\u062f\u060c \u0628\u0648\u06a9\u0647 \u062f\u0631 \u0639\u0648\u0636 JavaScript \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062d\u0630\u0641 \u062a\u0639\u0648\u06cc\u0636 \u0632\u0645\u06cc\u0646\u0647 \u0628\u06cc\u0646 \u062f\u0648 \u0632\u0628\u0627\u0646 <a href=\"https:\/\/maktabkhooneh.org\/learn\/programming\/\">\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc<\/a> \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f\u060c \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u062a\u062c\u0633\u0645 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639\u062a\u0631 \u06a9\u0646\u062f. \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a <strong>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647<\/strong>&nbsp;\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0631 \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0633\u0641\u0627\u0631\u0634\u06cc \u06cc\u0627 \u062a\u062c\u0633\u0645 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0622\u0645\u0648\u0632\u0634 \u0635\u0641\u0631 \u062a\u0627 \u0635\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0648\u06a9\u0647 \u0628\u0648\u06a9\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u062c\u0633\u0645 \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u0648\u0631\u06af\u0631\u0647\u0627\u06cc \u0648\u0628 \u0645\u062f\u0631\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 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[&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":25058,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-24391","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-articles"],"_links":{"self":[{"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/posts\/24391","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/comments?post=24391"}],"version-history":[{"count":5,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/posts\/24391\/revisions"}],"predecessor-version":[{"id":62524,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/posts\/24391\/revisions\/62524"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/media\/25058"}],"wp:attachment":[{"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/media?parent=24391"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/categories?post=24391"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maktabkhooneh.org\/mag\/wp-json\/wp\/v2\/tags?post=24391"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}