{"id":2203,"date":"2023-07-23T06:44:48","date_gmt":"2023-07-23T06:44:48","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%94%e1%80%ba%e1%80%b8%e1%80%95%e1%80%99%e1%80%ac%e1%80%8f\/"},"modified":"2023-07-23T06:44:48","modified_gmt":"2023-07-23T06:44:48","slug":"%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%94%e1%80%ba%e1%80%b8%e1%80%95%e1%80%99%e1%80%ac%e1%80%8f","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%94%e1%80%ba%e1%80%b8%e1%80%95%e1%80%99%e1%80%ac%e1%80%8f\/","title":{"rendered":"Numpy \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038"},"content":{"rendered":"

<\/p>\n

\n

\u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c vector \u104a x \u104f \u1005\u1036\u1014\u103e\u102f\u1014\u103a\u1038\u1000\u102d\u102f<\/strong> \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u104b<\/span><\/p>\n

||x|| = \u221a x 1<\/sub> 2<\/sup> + x 2<\/sub> 2<\/sup> + x 3<\/sub> 2<\/sup> + \u2026 + x n<\/sub> 2<\/sup><\/span><\/span><\/p>\n

\u1025\u1015\u1019\u102c\u104a x = [3\u104a 7\u104a 4] \u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n

\u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u1019\u100a\u103a\u104b<\/span><\/p>\n

||x|| = \u221a 3 2<\/sup> + 7 2<\/sup> + 4 2<\/sup><\/span> = \u221a 74<\/span> = 8.602\u104a<\/span><\/p>\n

Python \u101b\u103e\u102d NumPy<\/a> \u1015\u1000\u103a\u1000\u1031\u1037\u1002\u103b\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1021\u1014\u1000\u103a\u1019\u103e \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101e\u1004\u103a\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n

\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- linalg.norm() \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1015\u102b<\/strong><\/span><\/p>\n

 n.p. linalg<\/span> . norm<\/span> (v)<\/strong><\/span><\/pre>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a NumPy \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u104b<\/strong><\/span><\/p>\n
 n.p. sqrt<\/span> ( x.dot<\/span> (x))\n<\/strong><\/span><\/pre>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1014\u103e\u1005\u103a\u1001\u102f\u1005\u101c\u102f\u1036\u1038\u101e\u100a\u103a \u1021\u1010\u102d\u1021\u1000\u103b\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101b\u101c\u1012\u103a\u1000\u102d\u102f \u1015\u103c\u1014\u103a\u101c\u102c\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a\u104a \u101e\u102d\u102f\u1037\u101e\u1031\u102c\u103a \u1012\u102f\u1010\u102d\u101a\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u101e\u100a\u103a \u1021\u1011\u1030\u1038\u101e\u1016\u103c\u1004\u1037\u103a \u1000\u103c\u102e\u1038\u1019\u102c\u1038\u101e\u1031\u102c vector \u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1015\u102d\u102f\u1019\u102d\u102f\u1019\u103c\u1014\u103a\u1006\u1014\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\u102c\u101e\u100a\u103a \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 1- linalg.norm() \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1015\u102b<\/strong><\/span><\/h3>\n
 \u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a np.linalg.norm()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102f\u1036\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 import<\/span> numpy as<\/span> np\n\n#definevector\nx = np. array<\/span> ([3, 6, 6, 4, 8, 12, 13])\n\n#calculate magnitude of vector<\/span>\nn.p. linalg<\/span> . norm<\/span> (x)\n\n21.77154105707724\n<\/span><\/span><\/strong><\/pre>\n
 vector \u104f\u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u101e\u100a\u103a 21.77<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038 2- \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a NumPy \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u104b<\/strong><\/span><\/h3>\n
 \u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a NumPy \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n
 import<\/span> numpy as<\/span> np\n\n#definevector\nx = np. array<\/span> ([3, 6, 6, 4, 8, 12, 13])\n\n#calculate magnitude of vector\n<\/span>n.p. sqrt<\/span> ( x.dot<\/span> (x))\n\n21.77154105707724\n<\/span><\/span><\/strong><\/pre>\n
 vector \u104f\u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u101e\u100a\u103a 21.77<\/strong> \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n
 \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u101a\u1001\u1004\u103a\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n
 \u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n
 \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a NumPy \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n
 \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f NumPy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1019\u103c\u1031\u1015\u102f\u1036\u1006\u103d\u1032\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a>
 NumPy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u101e\u102d\u102f\u1037 \u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1011\u100a\u1037\u103a\u1014\u100a\u103a\u1038<\/a>
 NumPy \u1021\u1001\u1004\u103a\u1038\u1021\u1000\u103b\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f Python \u1010\u103d\u1004\u103a\u1005\u102c\u101b\u1004\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u1015\u1031\u1038\u1011\u102c\u1038\u101e\u1031\u102c vector \u104a x \u104f \u1005\u1036\u1014\u103e\u102f\u1014\u103a\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u104b ||x|| = \u221a x 1 2 + x 2 2 + x 3 2 + \u2026 + x n 2 \u1025\u1015\u1019\u102c\u104a x = [3\u104a 7\u104a 4] \u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b\u1019\u100a\u103a\u104b ||x|| = \u221a 3 2 + 7 2 + 4 2 = \u221a 74 = 8.602\u104a […]<\/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":"\nNumPy - Statorials \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a Python \u101b\u103e\u102d NumPy \u1021\u1011\u102f\u1015\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d vector \u1010\u1005\u103a\u1001\u102f\u104f \u1015\u103c\u1004\u103a\u1038\u1021\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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