{"id":2191,"date":"2023-07-23T07:39:09","date_gmt":"2023-07-23T07:39:09","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d0%bc%d0%b0%d1%81%d0%b8%d0%b2-%d0%bc%d0%b0%d1%81%d0%b8%d0%b2%d1%96%d0%b2-python\/"},"modified":"2023-07-23T07:39:09","modified_gmt":"2023-07-23T07:39:09","slug":"%d0%bc%d0%b0%d1%81%d0%b8%d0%b2-%d0%bc%d0%b0%d1%81%d0%b8%d0%b2%d1%96%d0%b2-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d0%bc%d0%b0%d1%81%d0%b8%d0%b2-%d0%bc%d0%b0%d1%81%d0%b8%d0%b2%d1%96%d0%b2-python\/","title":{"rendered":"\u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0443 python (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0429\u043e\u0431 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0443 Python \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043f\u0430\u043a\u0435\u0442\u0430 NumPy, \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0439 \u0456\u0437 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u0434\u0432\u043e\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 1: \u041e\u0431\u2019\u0454\u0434\u043d\u0430\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0442\u0430\u0431\u043b\u0438\u0446\u0456<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n<span style=\"color: #000000;\">array1 = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 2, 3])\narray2 = np. <span style=\"color: #3366ff;\">array<\/span> ([4, 5, 6])\narray3 = np. <span style=\"color: #3366ff;\">array<\/span> ([7, 8, 9])\n\nall_arrays = np. <span style=\"color: #3366ff;\">array<\/span> ([array1, array2, array3])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 2: \u0431\u0435\u0437\u043f\u043e\u0441\u0435\u0440\u0435\u0434\u043d\u044c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u044c<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span><span style=\"color: #000000;\">\n\nall_arrays = np. <span style=\"color: #3366ff;\">array<\/span> ([[1, 2, 3],\n                       [4, 5, 6],\n                       [7, 8, 9]])\n<\/span><\/span><\/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 \u043a\u043e\u0436\u0435\u043d \u043c\u0435\u0442\u043e\u0434 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 1: \u041e\u0431\u2019\u0454\u0434\u043d\u0430\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0442\u0430\u0431\u043b\u0438\u0446\u0456<\/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 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432, \u043f\u0440\u043e\u0441\u0442\u043e \u043e\u0431\u2019\u0454\u0434\u043d\u0430\u0432\u0448\u0438 \u043e\u043a\u0440\u0435\u043c\u0456 \u043c\u0430\u0441\u0438\u0432\u0438:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n<span style=\"color: #008080;\">#define individual arrays\n<\/span><span style=\"color: #000000;\">array1 = np. <span style=\"color: #3366ff;\">array<\/span> ([10, 20, 30, 40, 50])\narray2 = np. <span style=\"color: #3366ff;\">array<\/span> ([60, 70, 80, 90, 100])\narray3 = np. <span style=\"color: #3366ff;\">array<\/span> ([110, 120, 130, 140, 150])\n\n<span style=\"color: #008080;\">#combine individual arrays into one array of arrays<\/span>\nall_arrays = np. <span style=\"color: #3366ff;\">array<\/span> ([array1, array2, array3])\n\n<span style=\"color: #008080;\">#view array of arrays<\/span>\n<span style=\"color: #008000;\">print<\/span> (all_arrays)\n\n[[ 10 20 30 40 50]\n [60 70 80 90 100]\n [110 120 130 140 150]]\n<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u043f\u043e\u0441\u0456\u0431 2: \u0431\u0435\u0437\u043f\u043e\u0441\u0435\u0440\u0435\u0434\u043d\u044c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u044c<\/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 \u0431\u0435\u0437\u043f\u043e\u0441\u0435\u0440\u0435\u0434\u043d\u044c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n<span style=\"color: #008080;\">#create array of arrays\n<\/span><span style=\"color: #000000;\">all_arrays = np. <span style=\"color: #3366ff;\">array<\/span> ([[10, 20, 30, 40, 50],\n                       [60, 70, 80, 90, 100],\n                       [110, 120, 130, 140, 150]])\n\n<span style=\"color: #008080;\">#view array of arrays<\/span>\n<span style=\"color: #008000;\">print<\/span> (all_arrays)\n\n[[ 10 20 30 40 50]\n [60 70 80 90 100]\n [110 120 130 140 150]]\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0417\u0432\u0435\u0440\u043d\u0456\u0442\u044c \u0443\u0432\u0430\u0433\u0443, \u0449\u043e \u0446\u0435\u0439 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0437\u0431\u0456\u0433\u0430\u0454\u0442\u044c\u0441\u044f \u0437 \u043c\u0430\u0441\u0438\u0432\u043e\u043c, \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u0438\u043c \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043f\u043e\u043f\u0435\u0440\u0435\u0434\u043d\u044c\u043e\u0433\u043e \u043c\u0435\u0442\u043e\u0434\u0443.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u042f\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u043e\u0441\u0442\u0443\u043f \u0434\u043e \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0456\u0432 \u043c\u0430\u0441\u0438\u0432\u0443 \u043c\u0430\u0441\u0438\u0432\u0456\u0432<\/strong><\/span><\/h3>\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 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>shape<\/strong> , \u0449\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0440\u043e\u0437\u043c\u0456\u0440\u0438 \u043c\u0430\u0441\u0438\u0432\u0443 \u043c\u0430\u0441\u0438\u0432\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">all_arrays.shape<\/span> )<\/span>\n\n<span style=\"color: #000000;\">(3, 5)\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0426\u0435 \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043d\u0430\u043c \u043f\u0440\u043e \u0442\u0435, \u0449\u043e \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0456 \u0442\u0430\u0431\u043b\u0438\u0446\u044c \u0454 \u0442\u0440\u0438 \u0440\u044f\u0434\u043a\u0438 \u0456 \u043f&#8217;\u044f\u0442\u044c \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432.<\/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 \u0444\u0443\u043d\u043a\u0446\u0456\u044e <strong>size<\/strong> , \u0449\u043e\u0431 \u043f\u043e\u0431\u0430\u0447\u0438\u0442\u0438, \u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u043c\u0456\u0441\u0442\u0438\u0442\u044c\u0441\u044f \u0432 \u043c\u0430\u0441\u0438\u0432\u0456 \u043c\u0430\u0441\u0438\u0432\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">all_arrays.size<\/span> )<\/span>\n\n<span style=\"color: #000000;\">15<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0426\u0435 \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043d\u0430\u043c \u043f\u0440\u043e \u0442\u0435, \u0449\u043e \u0432\u0441\u044c\u043e\u0433\u043e \u0432 \u043c\u0430\u0441\u0438\u0432\u0456 15 \u0437\u043d\u0430\u0447\u0435\u043d\u044c.<\/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 <strong>\u0434\u0443\u0436\u043a\u0438<\/strong> \u0434\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0434\u043e \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0456\u0432, \u0440\u043e\u0437\u0442\u0430\u0448\u043e\u0432\u0430\u043d\u0438\u0445 \u0443 \u043f\u0435\u0432\u043d\u0438\u0445 \u043f\u043e\u0437\u0438\u0446\u0456\u044f\u0445 \u0443 \u043c\u0430\u0441\u0438\u0432\u0456 \u0442\u0430\u0431\u043b\u0438\u0446\u044c.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043f\u0435\u0440\u0448\u043e\u0433\u043e \u043c\u0430\u0441\u0438\u0432\u0443, \u0440\u043e\u0437\u0442\u0430\u0448\u043e\u0432\u0430\u043d\u043e\u0433\u043e \u0432 \u043f\u043e\u0437\u0438\u0446\u0456\u0457 \u0456\u043d\u0434\u0435\u043a\u0441\u0443 3:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (all_arrays[0, 3])<\/span>\n\n<span style=\"color: #000000;\">40<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u0435\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0434\u043b\u044f \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0434\u043e \u0431\u0443\u0434\u044c-\u044f\u043a\u043e\u0433\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u043c\u0430\u0441\u0438\u0432\u0456 \u043c\u0430\u0441\u0438\u0432\u0456\u0432.<\/span><\/p>\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> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u0442\u0438\u043f\u043e\u0432\u0456 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457 \u0437 \u043c\u0430\u0441\u0438\u0432\u0430\u043c\u0438 \u0432 Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043a\u043e\u043d\u043a\u0430\u0442\u0435\u043d\u0430\u0446\u0456\u044f-\u043c\u0430\u0441\u0438\u0432\u0456\u0432-python\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043e\u0431\u2019\u0454\u0434\u043d\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432\u0438 \u0432 Python<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043c\u0430\u0441\u0438\u0432-numpy-\u0443-\u0444\u0440\u0435\u0438\u043c-\u0434\u0430\u043d\u0438\u0445-pandas\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 Pandas DataFrame \u0437 \u043c\u0430\u0441\u0438\u0432\u0443 NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/pandas-dataframe-\u043c\u0430\u0454-\u043c\u0430\u0441\u0438\u0432-numpy\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043a\u043e\u043d\u0432\u0435\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Pandas DataFrame \u0432 \u043c\u0430\u0441\u0438\u0432 NumPy<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0429\u043e\u0431 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0443 Python \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043f\u0430\u043a\u0435\u0442\u0430 NumPy, \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0439 \u0456\u0437 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0445 \u043d\u0438\u0436\u0447\u0435 \u0434\u0432\u043e\u0445 \u043c\u0435\u0442\u043e\u0434\u0456\u0432: \u0421\u043f\u043e\u0441\u0456\u0431 1: \u041e\u0431\u2019\u0454\u0434\u043d\u0430\u0439\u0442\u0435 \u043e\u043a\u0440\u0435\u043c\u0456 \u0442\u0430\u0431\u043b\u0438\u0446\u0456 import numpy as np array1 = np. array ([1, 2, 3]) array2 = np. array ([4, 5, 6]) array3 = np. array ([7, 8, 9]) all_arrays = np. array ([array1, array2, array3]) [&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 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 \u043c\u0430\u0441\u0438\u0432\u0456\u0432 \u0443 Python (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438) - \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 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 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