Created
November 13, 2016 13:33
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"import numpy as np" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"\"\"\" 2x3行列Xと、4x5行列Yを作る \"\"\"\n", | |
"\n", | |
"I = 2\n", | |
"J = 3\n", | |
"K = 4\n", | |
"L = 5\n", | |
"X = np.random.random(size=(I,J))\n", | |
"Y = np.random.random(size=(K,L))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(8, 15)" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"\"\"\" クロネッカー積を計算 \"\"\"\n", | |
"\"\"\" 8x15行列になる \"\"\"\n", | |
"X_kron_Y = np.kron(X,Y)\n", | |
"X_kron_Y.shape" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"0.0\n" | |
] | |
} | |
], | |
"source": [ | |
"\"\"\" クロネッカー積のインデキシング \"\"\"\n", | |
"\"\"\" インデックスが0から始まるので式とちょっと違う \"\"\"\n", | |
"i = 0\n", | |
"j = 2\n", | |
"k = 1\n", | |
"l = 3\n", | |
"print X[i,j]*Y[k,l] - X_kron_Y[i*K+k,j*L+l]" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.11" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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