{"id":3369,"date":"2023-07-17T20:20:50","date_gmt":"2023-07-17T20:20:50","guid":{"rendered":"https:\/\/statorials.org\/uk\/numpy-linspace-%d0%bf%d1%80%d0%be%d1%82%d0%b8-arange\/"},"modified":"2023-07-17T20:20:50","modified_gmt":"2023-07-17T20:20:50","slug":"numpy-linspace-%d0%bf%d1%80%d0%be%d1%82%d0%b8-arange","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/numpy-linspace-%d0%bf%d1%80%d0%be%d1%82%d0%b8-arange\/","title":{"rendered":"Numpy: \u0440\u0456\u0437\u043d\u0438\u0446\u044f \u043c\u0456\u0436 np.linspace \u0456 np.arange"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u041a\u043e\u043b\u0438 \u0441\u043f\u0440\u0430\u0432\u0430 \u0434\u043e\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043e \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u044c, <strong>linspace<\/strong> \u0456 <strong>arange<\/strong> \u0454 \u0434\u0432\u043e\u043c\u0430 \u0447\u0430\u0441\u0442\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u043d\u0438\u043c\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044f\u043c\u0438 NumPy.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0441\u044c \u0442\u043e\u043d\u043a\u0430 \u0440\u0456\u0437\u043d\u0438\u0446\u044f \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0444\u0443\u043d\u043a\u0446\u0456\u044f\u043c\u0438:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><b>linspace<\/b> \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0432\u043a\u0430\u0437\u0430\u0442\u0438 <em>\u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c<\/em> \u043a\u0440\u043e\u043a\u0456\u0432<\/span><\/li>\n<li> <span style=\"color: #000000;\"><b>arange<\/b> \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0432\u043a\u0430\u0437\u0430\u0442\u0438 <em>\u0440\u043e\u0437\u043c\u0456\u0440<\/em> \u043a\u0440\u043e\u043a\u0456\u0432<\/span><\/li>\n<\/ul>\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\u043d\u0443 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 np.linspace<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>np.linspace()<\/strong> \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>np.linspace(\u0441\u0442\u0430\u0440\u0442, \u0437\u0443\u043f\u0438\u043d\u043a\u0430, \u043d\u043e\u043c\u0435\u0440, \u2026)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0437\u043e\u043b\u043e\u0442\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>start<\/strong> : \u043f\u043e\u0447\u0430\u0442\u043a\u043e\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>stop<\/strong> : \u043a\u0456\u043d\u0446\u0435\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>num<\/strong> : \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f<\/span><\/li>\n<\/ul>\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 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 <strong>np.linspace()<\/strong> \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f 11 \u0440\u0456\u0432\u043d\u043e\u043c\u0456\u0440\u043d\u043e \u0440\u043e\u0437\u043f\u043e\u0434\u0456\u043b\u0435\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0432\u0456\u0434 0 \u0434\u043e 20:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of 11 evenly spaced values between 0 and 20\n<\/span>n.p. <span style=\"color: #3366ff;\">linspace<\/span> (0, 20, 11)\n\narray([ 0., 2., 4., 6., 8., 10., 12., 14., 16., 18., 20.])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u0454 \u043c\u0430\u0441\u0438\u0432 \u0437 11 \u0440\u0456\u0432\u043d\u043e\u043c\u0456\u0440\u043d\u043e \u0440\u043e\u0437\u0442\u0430\u0448\u043e\u0432\u0430\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0432\u0456\u0434 0 \u0434\u043e 20.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u0446\u0435\u0439 \u043c\u0435\u0442\u043e\u0434, <strong>np.linspace()<\/strong> \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u0432\u0438\u0437\u043d\u0430\u0447\u0430\u0454 \u0432\u0456\u0434\u0441\u0442\u0430\u043d\u044c \u043c\u0456\u0436 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\u043c\u0438.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 2: \u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 np.arange<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0424\u0443\u043d\u043a\u0446\u0456\u044f <strong>np.arange()<\/strong> \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>np.arange(\u0441\u0442\u0430\u0440\u0442, \u0437\u0443\u043f\u0438\u043d\u043a\u0430, \u043a\u0440\u043e\u043a, \u2026)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0437\u043e\u043b\u043e\u0442\u043e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>start<\/strong> : \u043f\u043e\u0447\u0430\u0442\u043a\u043e\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>stop<\/strong> : \u043a\u0456\u043d\u0446\u0435\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>step<\/strong> : \u0406\u043d\u0442\u0435\u0440\u0432\u0430\u043b \u043c\u0456\u0436 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\u043c\u0438<\/span><\/li>\n<\/ul>\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 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 <strong>np.arange()<\/strong> \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0432\u0456\u0434 0 \u0434\u043e 20, \u0434\u0435 \u0456\u043d\u0442\u0435\u0440\u0432\u0430\u043b \u043c\u0456\u0436 \u043a\u043e\u0436\u043d\u0438\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\u043c \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of values between 0 and 20 where spacing is 2\n<\/span>n.p. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 2)\n\narray([ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u0454 \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u0456\u0441\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0432\u0456\u0434 0 \u0434\u043e 20, \u0434\u0435 \u0456\u043d\u0442\u0435\u0440\u0432\u0430\u043b \u043c\u0456\u0436 \u043a\u043e\u0436\u043d\u0438\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\u043c \u0434\u043e\u0440\u0456\u0432\u043d\u044e\u0454 2.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u0446\u0435\u0439 \u043c\u0435\u0442\u043e\u0434, <strong>np.arange()<\/strong> \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u0432\u0438\u0437\u043d\u0430\u0447\u0430\u0454 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u044c \u0434\u043b\u044f \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0456\u0457.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e \u043c\u0438 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u043c\u043e \u0456\u043d\u0448\u0438\u0439 \u0440\u043e\u0437\u043c\u0456\u0440 \u043a\u0440\u043e\u043a\u0443 (\u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, 4), \u0442\u043e <strong>np.arange()<\/strong> \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e \u0440\u0435\u0433\u0443\u043b\u044e\u0454 \u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0443 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u0433\u0435\u043d\u0435\u0440\u043e\u0432\u0430\u043d\u0438\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u044c:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create sequence of values between 0 and 20 where spacing is 4\n<\/span>n.p. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 4)\n\narray([ 0, 4, 8, 12, 16])\n<\/span><\/span><\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h2>\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 \u0432 Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043c\u0430\u0441\u0438\u0432-\u0437\u0430\u043f\u043e\u0432\u043d\u0435\u043d\u043d\u044f-numpy\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u0430\u043f\u043e\u0432\u043d\u0438\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 NumPy \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f\u043c\u0438<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/numpy-\u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u0430\u043c\u0456\u043d\u0438\u0442\u0438 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0438 \u0432 \u043c\u0430\u0441\u0438\u0432\u0456 NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/numpy-\u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c-\u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u0438\u0445\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u043f\u0456\u0434\u0440\u0430\u0445\u0443\u0432\u0430\u0442\u0438 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u0432 \u043c\u0430\u0441\u0438\u0432\u0456 NumPy<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041a\u043e\u043b\u0438 \u0441\u043f\u0440\u0430\u0432\u0430 \u0434\u043e\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043e \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u043f\u043e\u0441\u043b\u0456\u0434\u043e\u0432\u043d\u043e\u0441\u0442\u0456 \u0437\u043d\u0430\u0447\u0435\u043d\u044c, linspace \u0456 arange \u0454 \u0434\u0432\u043e\u043c\u0430 \u0447\u0430\u0441\u0442\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u043d\u0438\u043c\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u044f\u043c\u0438 NumPy. \u041e\u0441\u044c \u0442\u043e\u043d\u043a\u0430 \u0440\u0456\u0437\u043d\u0438\u0446\u044f \u043c\u0456\u0436 \u0434\u0432\u043e\u043c\u0430 \u0444\u0443\u043d\u043a\u0446\u0456\u044f\u043c\u0438: linspace \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0432\u043a\u0430\u0437\u0430\u0442\u0438 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043a\u0440\u043e\u043a\u0456\u0432 arange \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0432\u043a\u0430\u0437\u0430\u0442\u0438 \u0440\u043e\u0437\u043c\u0456\u0440 \u043a\u0440\u043e\u043a\u0456\u0432 \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\u043d\u0443 \u0444\u0443\u043d\u043a\u0446\u0456\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456. \u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u042f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 np.linspace \u0424\u0443\u043d\u043a\u0446\u0456\u044f np.linspace() \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441: np.linspace(\u0441\u0442\u0430\u0440\u0442, \u0437\u0443\u043f\u0438\u043d\u043a\u0430, \u043d\u043e\u043c\u0435\u0440, [&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>NumPy: \u0440\u0456\u0437\u043d\u0438\u0446\u044f \u043c\u0456\u0436 np.linspace \u0456 np.arange \u2013 Statology<\/title>\n<meta name=\"description\" content=\"\u0426\u0435\u0439 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a \u043f\u043e\u044f\u0441\u043d\u044e\u0454 \u0440\u0456\u0437\u043d\u0438\u0446\u044e \u043c\u0456\u0436 \u0444\u0443\u043d\u043a\u0446\u0456\u044f\u043c\u0438 NumPy linspace() \u0456 arange() \u0456\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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