{"id":1295,"date":"2023-07-26T23:20:26","date_gmt":"2023-07-26T23:20:26","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/"},"modified":"2023-07-26T23:20:26","modified_gmt":"2023-07-26T23:20:26","slug":"%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/","title":{"rendered":"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430<\/strong> \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0440\u044f\u0434\u043a\u0430\u043c\u0438 \u2014 \u0446\u0435 \u043c\u0456\u043d\u0456\u043c\u0430\u043b\u044c\u043d\u0430 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043c\u0456\u043d \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u0438\u043c\u0432\u043e\u043b\u0443, \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0445 \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043b\u043e\u0432\u0430 \u0432 \u0456\u043d\u0448\u0435.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u043e\u0432\u043e \u00ab\u043c\u043e\u0434\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u0457\u00bb \u0432\u043a\u043b\u044e\u0447\u0430\u0454 \u0437\u0430\u043c\u0456\u043d\u0438, \u0432\u0441\u0442\u0430\u0432\u043a\u0438 \u0442\u0430 \u0432\u0438\u0434\u0430\u043b\u0435\u043d\u043d\u044f.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043f\u0440\u0438\u043f\u0443\u0441\u0442\u0438\u043c\u043e, \u0449\u043e \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u0442\u0430\u043a\u0456 \u0434\u0432\u0430 \u0441\u043b\u043e\u0432\u0430:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u041d\u0410 \u0412\u0415\u0427\u0406\u0420\u041a\u0423<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u041f\u0410\u0420\u041a<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0441\u043b\u043e\u0432\u0430\u043c\u0438 (\u0442\u043e\u0431\u0442\u043e \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043c\u0456\u043d, \u044f\u043a\u0456 \u043d\u0430\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0437\u0440\u043e\u0431\u0438\u0442\u0438, \u0449\u043e\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043e\u0434\u043d\u0435 \u0441\u043b\u043e\u0432\u043e \u0432 \u0456\u043d\u0448\u0435) \u0431\u0443\u0434\u0435 <strong>2<\/strong> :<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12718 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/levenshtein1.png\" alt=\"\u041f\u0440\u0438\u043a\u043b\u0430\u0434 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u0456 \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430\" width=\"271\" height=\"260\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u0432 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430\u0445, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0447\u0438 \u043d\u0435\u0447\u0456\u0442\u043a\u0435 \u0437\u0456\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044f \u0440\u044f\u0434\u043a\u0456\u0432, \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u043a\u0443 \u043e\u0440\u0444\u043e\u0433\u0440\u0430\u0444\u0456\u0457 \u0442\u0430 \u043e\u0431\u0440\u043e\u0431\u043a\u0443 \u043f\u0440\u0438\u0440\u043e\u0434\u043d\u043e\u0457 \u043c\u043e\u0432\u0438.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0440\u044f\u0434\u043a\u0430\u043c\u0438 \u0432 Python \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043c\u043e\u0434\u0443\u043b\u044f python-Levenshtein.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0434\u043b\u044f \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f \u0446\u044c\u043e\u0433\u043e \u043c\u043e\u0434\u0443\u043b\u044f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pip <span style=\"color: #008000;\">install<\/span> python-Levenshtein<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041f\u043e\u0442\u0456\u043c \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u0434\u043b\u044f \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u044f \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u0456 \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">from<\/span> Levenshtein <span style=\"color: #008000;\">import<\/span> distance <span style=\"color: #008000;\">as<\/span> lev\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0441\u0442\u0440\u0443\u043d\u0430\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0440\u044f\u0434\u043a\u0430\u043c\u0438 \u00abparty\u00bb \u0456 \u00abpark\u00bb:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate Levenshtein distance<\/span>\nlev(' <span style=\"color: #008000;\">party<\/span> ', ' <span style=\"color: #008000;\">park<\/span> ')\n\n2<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432\u0438\u044f\u0432\u043b\u044f\u0454\u0442\u044c\u0441\u044f \u0440\u0456\u0432\u043d\u043e\u044e <strong>2<\/strong> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 2: \u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0441\u0442\u043e\u043b\u0430\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u043a\u043e\u0436\u043d\u043e\u044e \u043f\u043e\u043f\u0430\u0440\u043d\u043e\u044e \u043a\u043e\u043c\u0431\u0456\u043d\u0430\u0446\u0456\u0454\u044e \u0440\u044f\u0434\u043a\u0456\u0432 \u0443 \u0434\u0432\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 \u043c\u0430\u0441\u0438\u0432\u0430\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define arrays\n<\/span>a = ['Mavs', 'Spurs', 'Lakers', 'Cavs']\nb &lt;- ['Rockets', 'Pacers', 'Warriors', 'Celtics']\n\n<span style=\"color: #008080;\">#calculate Levenshtein distance between two arrays<\/span>\n<span style=\"color: #008000;\">for<\/span> i,k in <span style=\"color: #008000;\">zip<\/span> (a,b):\n  <span style=\"color: #008000;\">print<\/span> (lev(i, k))\n\n6\n4\n5\n5\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0421\u043f\u043e\u0441\u0456\u0431 \u0456\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0456\u0457 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443 \u0442\u0430\u043a\u0438\u0439:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u00ab\u041c\u0430\u0432\u0430\u043c\u0438\u00bb \u0456 \u00ab\u0420\u0430\u043a\u0435\u0442\u0430\u043c\u0438\u00bb \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 <b>6<\/b> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u00ab\u0421\u043f\u0435\u0440\u0441\u00bb \u0456 \u00ab\u041f\u0435\u0439\u0441\u0435\u0440\u0441\u00bb \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 <b>4<\/b> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u00ab\u041b\u0435\u0439\u043a\u0435\u0440\u0441\u00bb \u0456 \u00ab\u0412\u043e\u0440\u0440\u0456\u043e\u0440\u0437\u00bb \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 <b>5<\/b> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u00ab\u041a\u0430\u0432\u0441\u00bb \u0456 \u00ab\u0421\u0435\u043b\u0442\u0456\u043a\u0441\u00bb \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c <b>5<\/b> .<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/uk\/python-hamming-distance\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u0425\u0435\u043c\u043c\u0456\u043d\u0433\u0430 \u0432 Python<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0435\u0432\u043a\u043b\u0456\u0434\u043e\u0432\u0430-\u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c-\u043f\u0456\u0442\u043e\u043d\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0435\u0432\u043a\u043b\u0456\u0434\u043e\u0432\u0443 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u0443 Python<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/mahalanobis-\u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u0438\u0438-\u043f\u0456\u0442\u043e\u043d\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041c\u0430\u0445\u0430\u043b\u0430\u043d\u043e\u0431\u0456\u0441\u0430 \u0432 Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0440\u044f\u0434\u043a\u0430\u043c\u0438 \u2014 \u0446\u0435 \u043c\u0456\u043d\u0456\u043c\u0430\u043b\u044c\u043d\u0430 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043c\u0456\u043d \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u0438\u043c\u0432\u043e\u043b\u0443, \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0445 \u0434\u043b\u044f \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043b\u043e\u0432\u0430 \u0432 \u0456\u043d\u0448\u0435. \u0421\u043b\u043e\u0432\u043e \u00ab\u043c\u043e\u0434\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u0457\u00bb \u0432\u043a\u043b\u044e\u0447\u0430\u0454 \u0437\u0430\u043c\u0456\u043d\u0438, \u0432\u0441\u0442\u0430\u0432\u043a\u0438 \u0442\u0430 \u0432\u0438\u0434\u0430\u043b\u0435\u043d\u043d\u044f. \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043f\u0440\u0438\u043f\u0443\u0441\u0442\u0438\u043c\u043e, \u0449\u043e \u043c\u0438 \u043c\u0430\u0454\u043c\u043e \u0442\u0430\u043a\u0456 \u0434\u0432\u0430 \u0441\u043b\u043e\u0432\u0430: \u041d\u0410 \u0412\u0415\u0427\u0406\u0420\u041a\u0423 \u041f\u0410\u0420\u041a \u0412\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0441\u043b\u043e\u0432\u0430\u043c\u0438 (\u0442\u043e\u0431\u0442\u043e \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043c\u0456\u043d, \u044f\u043a\u0456 \u043d\u0430\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0437\u0440\u043e\u0431\u0438\u0442\u0438, \u0449\u043e\u0431 \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043e\u0434\u043d\u0435 \u0441\u043b\u043e\u0432\u043e \u0432 \u0456\u043d\u0448\u0435) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/uk\/\u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c-\u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0438\u043d\u0430-\u0432-python\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f\" \/>\n<meta property=\"og:description\" content=\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/\u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c-\u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0438\u043d\u0430-\u0432-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T23:20:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/levenshtein1.png\" \/>\n<meta name=\"author\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/\",\"url\":\"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/\",\"name\":\"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/uk\/#website\"},\"datePublished\":\"2023-07-26T23:20:26+00:00\",\"dateModified\":\"2023-07-26T23:20:26+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\"},\"description\":\"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0434\u043e\u0434\u043e\u043c\u0443\",\"item\":\"https:\/\/statorials.org\/uk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 python\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/uk\/#website\",\"url\":\"https:\/\/statorials.org\/uk\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/uk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"uk\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\",\"name\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\"},\"description\":\"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435\",\"sameAs\":[\"http:\/\/statorials.org\/uk\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","description":"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/uk\/\u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c-\u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0438\u043d\u0430-\u0432-python\/","og_locale":"uk_UA","og_type":"article","og_title":"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","og_description":"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.","og_url":"https:\/\/statorials.org\/uk\/\u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c-\u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0438\u043d\u0430-\u0432-python\/","og_site_name":"Statorials","article_published_time":"2023-07-26T23:20:26+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/levenshtein1.png"}],"author":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/","url":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/","name":"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python \u2013 \u0421\u0442\u0430\u0442\u043e\u043b\u043e\u0433\u0456\u044f","isPartOf":{"@id":"https:\/\/statorials.org\/uk\/#website"},"datePublished":"2023-07-26T23:20:26+00:00","dateModified":"2023-07-26T23:20:26+00:00","author":{"@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a"},"description":"\u0426\u0435\u0439 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454, \u044f\u043a \u043e\u0431\u0447\u0438\u0441\u043b\u0438\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u041b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 Python, \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.","breadcrumb":{"@id":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/uk\/%d0%b2%d1%96%d0%b4%d1%81%d1%82%d0%b0%d0%bd%d1%8c-%d0%bb%d0%b5%d0%b2%d0%b5%d0%bd%d1%88%d1%82%d0%b5%d0%b8%d0%bd%d0%b0-%d0%b2-python\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0434\u043e\u0434\u043e\u043c\u0443","item":"https:\/\/statorials.org\/uk\/"},{"@type":"ListItem","position":2,"name":"\u042f\u043a \u0440\u043e\u0437\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u043b\u0435\u0432\u0435\u043d\u0448\u0442\u0435\u0439\u043d\u0430 \u0432 python"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/uk\/#website","url":"https:\/\/statorials.org\/uk\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/uk\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"uk"},{"@type":"Person","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a","name":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","image":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f"},"description":"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435","sameAs":["http:\/\/statorials.org\/uk"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/1295"}],"collection":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/comments?post=1295"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/1295\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/media?parent=1295"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/categories?post=1295"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/tags?post=1295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}