{"id":64367,"date":"2018-07-17T23:16:27","date_gmt":"2018-07-17T14:16:27","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=64367"},"modified":"2024-05-06T11:50:10","modified_gmt":"2024-05-06T02:50:10","slug":"ph4","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/64367","title":{"rendered":"\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3068Python\u306b\u3088\u308b\u5b9f\u88c5\u3092\u30c1\u30a7\u30c3\u30af"},"content":{"rendered":"

\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u6df1\u5c64\u5b66\u7fd2<\/span><\/strong>\u3092\u4f53\u7cfb\u7684\u306b\u52c9\u5f37\u3057\u3066\u3044\u304f\u306b\u3042\u305f\u3063\u3066\u3001\u3044\u308d\u3044\u308d\u306a\u89e3\u8aac\u66f8\u3067\u6700\u521d\u306b\u89e3\u8aac\u3055\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u300c\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u300d<\/span><\/strong>\u3067\u3059\u3002<\/p>\n

\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u52c9\u5f37\u3057\u3066\u3044\u304f\u306b\u3042\u305f\u3063\u3066\u3001\u307e\u305a\u6700\u521d\u306b\u77e5\u3063\u3066\u307b\u3057\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3060\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n

\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3092\u77e5\u3063\u3066\u3001\u300c\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u4f55\u304c\u3067\u304d\u3066\u4f55\u304c\u3067\u304d\u306a\u3044\u306e\u304b\u300d<\/strong><\/span>\u3092\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

\n

\u3053\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3059\u308b\u3053\u3068<\/p>\n

    \n
  • \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3068\u306f<\/span><\/strong><\/li>\n
  • \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u3067\u304d\u308b\u3053\u3068<\/span><\/strong><\/li>\n
  • \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u3067\u304d\u306a\u3044\u3053\u3068<\/span><\/strong><\/li>\n<\/ul>\n<\/div>\n

    \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3068\u306f<\/h2>\n

    \u300c\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u300d\u3068\u306f\u3001\u8907\u6570\u306e\u5165\u529b\u30c7\u30fc\u30bf\uff08\u5165\u529b\u4fe1\u53f7\uff09\u306b\u5bfe\u3057\u3066\u3001\u4e00\u3064\u306e\u5024\u3092\u51fa\u529b\u3059\u308b\u95a2\u6570<\/strong><\/span>\u3067\u3059\u3002<\/p>\n

    \u5f8c\u8ff0\u3057\u307e\u3059\u304c\u3001\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u8907\u6570\u7d44\u307f\u5408\u308f\u305b\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u3042\u308a\u307e\u3059<\/strong><\/span>\u306e\u3067\u3001\u4e00\u3064\u3057\u304b\u4f7f\u308f\u306a\u3044\u3082\u306e\u3092\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3068\u547c\u3073\u307e\u3059<\/strong><\/span>\u3002<\/p>\n

    \"\"<\/p>\n

    \u5165\u529b\u4fe1\u53f7\u3092x1, x2<\/strong><\/span>\u3067\u8868\u3057\u307e\u3059\u3002<\/p>\n

    \u307e\u305f\u3001\u51fa\u529b\u4fe1\u53f7\u3092y<\/strong><\/span>\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n

    \u3053\u3053\u3067\u3001\u5404\u5165\u529b\u4fe1\u53f7\u3068\u306f\u3001\u3042\u308b\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n

    \u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u304c\u76ee\u7684\u306e\u5024\uff08y\uff09\u3092\u8a08\u7b97\u3059\u308b\u3068\u304d\u306b\u3069\u306e\u7a0b\u5ea6\u91cd\u8981\u306a\u306e\u304b\u3092\u8868\u3059\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u7d50\u5408\u91cd\u307f\uff09\u3068\u3057\u3066\u3001w1,w2<\/strong><\/span>\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n

    \u56f3\u4e2d\u306e\u6570\u5f0f\u306e\u3088\u3046\u306b\u5165\u529b\u4fe1\u53f7\u3068\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308bw\u3092\u304b\u3051\u3042\u308f\u305b\u305f\u5024\u3092\u3059\u3079\u3066\u8db3\u3057\u5408\u308f\u305b\u305f\u5024\u3092\u51fa\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n

    \u3053\u306e\u5024\u304c\u3057\u304d\u3044\u5024\u03b8\u4ee5\u4e0b\u306a\u3089\u30700\u3001\u3057\u304d\u3044\u5024\u03b8\u3088\u308a\u5927\u304d\u3051\u308c\u30701<\/strong><\/span>\u3092\u8fd4\u3059\u95a2\u6570\u304c\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u3059\u3002<\/p>\n

    \u3053\u306e\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u4f7f\u3046\u3068\u3001\u7c21\u5358\u306a\u5206\u985e\u554f\u984c\u306a\u3069\u3092\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

    \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4f8b\u984c<\/h2>\n

    AND\u30b2\u30fc\u30c8\u3092\u7528\u610f\u3059\u308b<\/h3>\n

    \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4f8b\u984c\u3068\u3057\u3066\u3001\u3088\u304f\u8ad6\u7406\u6f14\u7b97\u3092\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u5b9f\u88c5\u3059\u308b\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

    \u3053\u3053\u3067\u3082\u3001\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u4f7f\u3063\u3066\u3001AND\u30b2\u30fc\u30c8\u3092\u5b9f\u88c5<\/strong><\/span>\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

    \u307e\u305a\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u306eimport\u3002<\/p>\n

    import pandas as pd\r\nimport numpy as np\r\nimport matplotlib\r\nimport matplotlib.pyplot as plt<\/pre>\n
    AND\u30b2\u30fc\u30c8\u306e\u8868\u3092\u4f5c\u3063\u3066\u307f\u307e\u3059\u3002<\/p>\n
    signal = pd.DataFrame(\r\n    [\r\n        [0,0],\r\n        [1,0],\r\n        [0,1],\r\n        [1,1]\r\n    ],\r\n    columns = [\"x1\", \"x2\"]\r\n)<\/pre>\n
    \u3053\u306e\u8a18\u4e8b\u3067\u306fAND\u30b2\u30fc\u30c8\u306b\u3064\u3044\u3066\u306e\u307f\u89e3\u8aac\u3057\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u624b\u5143\u3067\u52c9\u5f37\u3057\u3066\u3044\u304f\u969b\u306b\u306f\u3001OR\u30b2\u30fc\u30c8\u306a\u3069\u306e\u3082\u306e\u3082\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
    signal\u5909\u6570\u306b\u8ad6\u7406\u5024\u306e\u5165\u529b\u4fe1\u53f7\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n
    \u3053\u308c\u3092\u5143\u306b\u3057\u3066\u4ed6\u306e\u8ad6\u7406\u6f14\u7b97\u3082\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n
    \u3055\u3066\u3001AND\u30b2\u30fc\u30c8\u306e\u6b63\u89e3\u30c7\u30fc\u30bf\u3092DataFrame\u3067\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
    # AND\r\nAND = signal.copy()\r\nAND[\"y\"] = signal.x1 & signal.x2\r\nAND<\/pre>\n
    \"\"<\/p>\n
    AND\u6f14\u7b97<\/strong><\/span>\u306f\u300c\u5165\u529b\u304c\u3069\u3061\u3089\u30821\u306a\u3089\u30701\u3001\u305d\u308c\u4ee5\u5916\u306a\u3089\u30700\u300d<\/strong><\/span>\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n
    \u3053\u3053\u3067\u3001DataFrame\u306e\u5404\u884c0~3\u307e\u3067\u3092\u305d\u308c\u305e\u308c\u5165\u529b\u30c7\u30fc\u30bf\u3068\u3057\u3066\u898b\u3066\u307f\u308b\u3068\u3001x1,x2\u306f\u5404\u30c7\u30fc\u30bf\u306e\u7279\u5fb4\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
    y\u306f\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u3063\u305f\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306b\u8fd4\u3057\u3066\u307b\u3057\u3044\u51fa\u529b\u5024\u3067\u3059\u3002<\/p>\n
    \u3053\u306ey\u306e\u5024\u3068\u540c\u3058\u5024\u3092\u8fd4\u3057\u3066\u304f\u308c\u308c\u3070\u3001\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067AND\u30b2\u30fc\u30c8\u3092\u5b9f\u88c5\u3067\u304d\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
    \u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u5b9f\u88c5<\/h3>\n
    \u3067\u306f\u3001Python\u3067AND\u30b2\u30fc\u30c8\u3092\u518d\u73fe\u3059\u308b\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u5b9f\u88c5\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n
    \u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u6700\u3082\u7c21\u5358\u306a\u5b9f\u88c5\u3067\u306f\u3001w1,w2\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u30d7\u30ed\u30b0\u30e9\u30de\u304c\u81ea\u5206\u3067\u5024\u3092\u4e0e\u3048\u307e\u3059<\/strong><\/span>\u3002<\/p>\n
    \u3053\u306e\u5024\u306b\u3064\u3044\u3066\u306f\u3001\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u5f0f\uff08\u4e8c\u5143\u4e00\u6b21\u65b9\u7a0b\u5f0f\uff09\u3092\u624b\u4f5c\u696d\u3067\u89e3\u304f\u3053\u3068\u3067\u4e0e\u3048\u3089\u308c\u307e\u3059\u306d\u3002<\/p>\n
    \u3053\u3053\u3067\u306f\u3001w1\u3068w2\u306f0.5\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n
    \u307e\u305f\u3001\u3057\u304d\u3044\u5024\u03b8\u306b\u3064\u3044\u3066\u3082\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
    \u3053\u3053\u3067\u306f0.7\u3068\u3057\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u3089\u306e\u5024\u306f\u4ed6\u306b\u3082\u9069\u3057\u305f\u7d44\u307f\u5408\u308f\u305b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
    \u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
    def AND_gate(x1,x2):\r\n    w1,w2 = 0.5,0.5\r\n    theta = 0.7\r\n    tmp = w1*x1 + w2*x2\r\n    if tmp <= theta:\r\n        y = 0\r\n    else:\r\n        y = 1\r\n    return y\r\n<\/pre>\n
    \u3055\u3066\u3001\u3053\u306eAND_gate\u95a2\u6570\u304c\u5b9f\u969b\u306bAND\u30b2\u30fc\u30c8\u3092\u518d\u73fe\u3067\u304d\u3066\u3044\u308b\u304b\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n
    \u3059\u3079\u3066\u306e\u5165\u529b\u30c7\u30fc\u30bf\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u7b54\u3048\u3092\u51fa\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
    print(AND_gate(0,0))\r\nprint(AND_gate(1,0))\r\nprint(AND_gate(0,1))\r\nprint(AND_gate(1,1))<\/pre>\n
    [\u51fa\u529b\u7d50\u679c]<\/p>\n
    0\r\n0\r\n0\r\n1<\/pre>\n
    \u3053\u306e\u5024\u306f\u6700\u521d\u306b\u4f5c\u3063\u305fAND\u30b2\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306ey\u5217\u3068\u540c\u3058\u5024\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n
    \u3053\u308c\u3067\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u4f7f\u3063\u305fAND\u30b2\u30fc\u30c8\u306e\u5b9f\u88c5\u304c\u3067\u304d\u307e\u3057\u305f\u306d\uff01<\/p>\n
    \u30d0\u30a4\u30a2\u30b9\u306e\u5c0e\u5165<\/h2>\n
    \u30d0\u30a4\u30a2\u30b9\u3092\u5c0e\u5165\u3057\u305f\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3<\/h3>\n
    \u3055\u3066\u3001\u5148\u7a0b\u307e\u3067\u306e\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u306f\u3001\u3057\u304d\u3044\u5024\u03b8\u3068\u3044\u3046\u5024\u304c\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/p>\n
    \u3067\u3059\u304c\u3001\u3053\u306e\u03b8\u306e\u5024\u3001w\u3068\u540c\u69d8\u306b\u30d7\u30ed\u30b0\u30e9\u30de\u304c\u5909\u66f4\u3059\u308b\u3079\u304d\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3057\u305f\u3002<\/p>\n
    \u3053\u3053\u304b\u3089\u306f\u3001\u3053\u306e\u3057\u304d\u3044\u5024\u03b8\u3092\u30d0\u30a4\u30a2\u30b9\uff08bias\uff09<\/strong><\/span>\u3068\u3044\u3046\u5024\u306b\u7f6e\u304d\u63db\u3048\u305f\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u5b9f\u88c5\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
    \"\"<\/p>\n
    bias\u3092\u5f0f\u4e2d\u3067\u306fb<\/strong><\/span>\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n
    \u3053\u306e\u3068\u304d\u3001b=-\u03b8<\/strong><\/span>\u3068\u8003\u3048\u3066\u5f0f\u3092\u5909\u5f62\u3059\u308b\u3068\u3001\u4e0a\u306e\u3088\u3046\u306b\u53f3\u8fba\uff08\u4e0d\u7b49\u5f0f\u306e\u53f3\u5074\uff09\u30920\u3067\u7d71\u4e00<\/strong><\/span>\u3067\u304d\u307e\u3059\u306d\u3002<\/p>\n
    \u3053\u3063\u3061\u306e\u307b\u3046\u304c\u898b\u3084\u3059\u304f\u3066\u5b9f\u88c5\u3082\u8003\u3048\u3084\u3059\u3044\u306e\u3067\u3001\u666e\u901a\u306f\u3053\u3061\u3089\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002<\/p>\n
    \u30d0\u30a4\u30a2\u30b9\u3092\u5c0e\u5165\u3057\u305f\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u5b9f\u88c5<\/h3>\n
    \u3067\u306f\u5148\u7a0b\u3068\u540c\u3058\u4f8b\u984c\u3092\u3001\u30d0\u30a4\u30a2\u30b9\u3092\u4f7f\u3063\u305f\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
    \u30b3\u30fc\u30c9\u306e\u4fee\u6b63\u70b9\u306f<\/p>\n
      \n
    1. theta\u306e\u90e8\u5206\u304cb\u306b\u306a\u3063\u3066\u5024\u304c\u30de\u30a4\u30ca\u30b9\u306b\u306a\u3063\u3066\u3044\u308b<\/strong><\/span><\/li>\n
    2. \u6761\u4ef6\u5f0f\u304c0\u3088\u308a\u5927\u304d\u3044\u304b\u3069\u3046\u304b\u306b\u306a\u3063\u3066\u3044\u308b<\/strong><\/span><\/li>\n<\/ol>\n
      \u306e\u4e8c\u7b87\u6240\u3067\u3059\u3002<\/p>\n
      def AND_gate2(x1,x2):\r\n    w1,w2 = 0.5,0.5\r\n    b = -0.7\r\n    tmp = w1*x1 + w2*x2 + b\r\n    if tmp <= 0:\r\n        y = 0\r\n    else:\r\n        y = 1\r\n    return y\r\n\r\nprint(AND_gate2(0,0))\r\nprint(AND_gate2(1,0))\r\nprint(AND_gate2(0,1))\r\nprint(AND_gate2(1,1))<\/pre>\n
      [\u51fa\u529b\u7d50\u679c]<\/p>\n
      0\r\n0\r\n0\r\n1<\/pre>\n
      \u6b63\u3057\u304f\u52d5\u4f5c\u3057\u3066\u3044\u307e\u3059\u306d\u3002<\/p>\n
      \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u9650\u754c<\/h2>\n
      \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u7c21\u5358\u306aAND\u30b2\u30fc\u30c8\u306e\u518d\u73fe\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n
      \u3053\u3053\u3067\u7d39\u4ecb\u306f\u3057\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001\u3053\u306e\u4ed6\u306b\u3082OR\u30b2\u30fc\u30c8\u3084NAND\u30b2\u30fc\u30c8\u306a\u3069\u304c\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n
      \u3055\u3066\u3001\u3067\u306f\u3053\u306e\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u4f7f\u3048\u3070\u3059\u3079\u3066\u306e\u8ad6\u7406\u6f14\u7b97\u304c\u5b9f\u88c5\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n
      \"\"<\/p>\n
      [AND\u30b2\u30fc\u30c8\u306e\u30b0\u30e9\u30d5]<\/p>\n
      AND\u30b2\u30fc\u30c8\u306e\u4f8b\u984c\u3067\u4f7f\u3063\u305f\u5165\u529b\u4fe1\u53f7\u3092\u4e8c\u6b21\u5143\u30b0\u30e9\u30d5\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n
      \u901a\u5e38x\u8ef8\u304c\u3042\u308b\u3068\u3053\u308d\u304cx1\u8ef8\u3001y\u8ef8\u304c\u3042\u308b\u3068\u3053\u308d\u304cx2\u8ef8\u3001\u9ec4\u8272\u304cy=1, \u30d4\u30f3\u30af\u304cy=0\u3067\u3059\u3002<\/p>\n
      \u9752\u8272\u306e\u7dda<\/strong><\/span>\u306f\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u304c\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u70b9\u3092\u5206\u985e\u3059\u308b\u3068\u304d\u306b\u4f7f\u3063\u3066\u3044\u308b\u5883\u754c\u7dda<\/strong><\/span>\u3067\u3059\u3002<\/p>\n
      \u3053\u306e\u3088\u3046\u306b\u3001\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u306f\u76f4\u7dda\u3092\u4e00\u672c\u5f15\u3044\u3066\u5883\u754c\u7dda\u3092\u6c7a\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n
      \u3053\u308c\u3067\u5206\u985e\u3067\u304d\u308b\u554f\u984c\u306a\u3089\u3070\u5206\u985e\u304c\u53ef\u80fd\u305d\u3046\u3067\u3059\u304c\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u554f\u984c\u3067\u306f\u3069\u3046\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n
      \"\"<\/p>\n
      [XOR\u30b2\u30fc\u30c8\u306e\u30b0\u30e9\u30d5]<\/p>\n
      \u3053\u306e\u30b0\u30e9\u30d5\u3067\u306f\u3001\u4e00\u672c\u306e\u76f4\u7dda\u3067\u5883\u754c\u7dda\u3092\u5f15\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093<\/strong><\/span>\u3002<\/p>\n
      \u3053\u306e\u3088\u3046\u306a\u554f\u984c\u306e\u5834\u5408\u3001\u5883\u754c\u7dda\u3092\u4e00\u672c\u3057\u304b\u5f15\u3051\u306a\u3044\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3067\u306f\u518d\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u306d\u3002<\/p>\n
      \u3053\u308c\u304c\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u9650\u754c\u3067\u3059\u3002<\/p>\n
      \u3053\u308c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u306b\u306f\u3044\u304f\u3064\u304b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u9806\u5f53\u306b\u8003\u3048\u308b\u3068<\/p>\n
      \u300c\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u8907\u6570\u4f7f\u3063\u3066\u591a\u5c64\u5316\u3059\u308b\u2192\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u300d<\/strong><\/span><\/p>\n
      \u3092\u8003\u3048\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n
      \u3053\u308c\u306b\u3064\u3044\u3066\u306f\u307e\u305f\u5225\u306e\u8a18\u4e8b\u3067\uff01<\/p>\n
      \u307e\u3068\u3081<\/h2>\n
      \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3001\u7406\u8ad6\u3068\u5b9f\u88c5\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u305f<\/strong><\/span>\u3002<\/p>\n
      \u307e\u305f\u5225\u306e\u8a18\u4e8b\u3067\u3001\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u62e1\u5f35\u3057\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n
      \u307e\u305a\u306f\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3092\u7406\u89e3\u3057\u3066\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4e16\u754c\u306b\u4e00\u6b69\u8e0f\u307f\u51fa\u3057\u307e\u3057\u3087\u3046\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
      \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u6df1\u5c64\u5b66\u7fd2\u3092\u4f53\u7cfb\u7684\u306b\u52c9\u5f37\u3057\u3066\u3044\u304f\u306b\u3042\u305f\u3063\u3066\u3001\u3044\u308d\u3044\u308d\u306a\u89e3\u8aac\u66f8\u3067\u6700\u521d\u306b\u89e3\u8aac\u3055\u308c\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u300c\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u300d\u3067\u3059\u3002 \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u52c9\u5f37\u3057\u3066\u3044\u304f\u306b\u3042\u305f\u3063\u3066\u3001\u307e\u305a\u6700\u521d\u306b\u77e5\u3063\u3066\u307b\u3057\u3044\u30a2\u30eb\u30b4 […]<\/p>\n","protected":false},"author":4,"featured_media":66017,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"","footnotes":""},"categories":[2350],"tags":[1281,49],"class_list":["post-64367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-study","tag-ai","tag-python"],"acf":[],"yoast_head":"\n\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3068Python\u306b\u3088\u308b\u5b9f\u88c5\u3092\u30c1\u30a7\u30c3\u30af | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3068Python\u306b\u3088\u308b\u5b9f\u88c5\u3092\u30c1\u30a7\u30c3\u30af 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content=\"\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3068Python\u306b\u3088\u308b\u5b9f\u88c5\u3092\u30c1\u30a7\u30c3\u30af | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u306e\u4ed5\u7d44\u307f\u3068Python\u306b\u3088\u308b\u5b9f\u88c5\u3092\u30c1\u30a7\u30c3\u30af \u300d\u306b\u3064\u3044\u3066\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3001\u3042\u306a\u305f\u306e\u60a9\u307f\u304c\u89e3\u6c7a\u3059\u308b\u3060\u3051\u3058\u3083\u306a\u304f\u3001\u65b0\u305f\u306a\u6c17\u4ed8\u304d\u3082\u767a\u898b\u3067\u304d\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u304a\u60a9\u307f\u306e\u65b9\u306f\u305c\u3072\u3054\u4e00\u8aad\u304f\u3060\u3055\u3044\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.sejuku.net\/blog\/64367\" \/>\n<meta property=\"og:site_name\" content=\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sejuku2013\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/sejuku2013\/\" \/>\n<meta property=\"article:published_time\" content=\"2018-07-17T14:16:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-06T02:50:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/07\/image-121.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"700\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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