{"id":70972,"date":"2018-09-04T22:26:06","date_gmt":"2018-09-04T13:26:06","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=70972"},"modified":"2024-05-06T11:51:27","modified_gmt":"2024-05-06T02:51:27","slug":"%e3%80%90numpy%e5%85%a5%e9%96%80-np-empty%e3%80%91","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/70972","title":{"rendered":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b"},"content":{"rendered":"

\u3053\u3093\u306b\u3061\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc<\/a>\u306e\u30d5\u30af\u30ed\u30a6\u3067\u3059\uff01<\/p>\n

\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u751f\u6210\u3059\u308b\u95a2\u6570<\/strong><\/span>\u3001np.empty\u3068np.empty_like<\/strong><\/span>\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n

\u914d\u5217\u306e\u521d\u671f\u5316\u95a2\u6570\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u306e\u95a2\u6570\u306f\u4e2d\u8eab\u3092\u521d\u671f\u5316\u3057\u306a\u3044\u305f\u3081\u9ad8\u901f<\/strong><\/span>\u3067\u3042\u308b\u306e\u304c\u5229\u70b9\u3067\u3059\u3002<\/p>\n

numpy\u3092\u4f7f\u3063\u305f\u9ad8\u901f\u8a08\u7b97\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u662f\u975e\u3068\u3082\u899a\u3048\u3066\u304a\u304d\u305f\u3044\u95a2\u6570\u3060\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n

\u662f\u975e\u3053\u306e\u8a18\u4e8b\u3067\u3001np.empty\/ empty_like\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u306a\u3063\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n

np.empty\/np.empty_like\u306e\u4f7f\u3044\u65b9<\/h2>\n

\u203b\u3053\u306e\u8a18\u4e8b\u306e\u30b3\u30fc\u30c9\u306f\u3001jupyter notebook<\/a>\u3084juputer lab<\/a>\u3092\u4f7f\u3063\u3066\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002
\n\u30b3\u30fc\u30c9\u3092\u8a66\u3059\u3068\u304d\u306f\u662f\u975e\u3053\u308c\u3089\u3092\u4f7f\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

# \u30b3\u30fc\u30c9 In [1]:\r\nimport numpy as np\r\n\r\nimport time\r\nimport matplotlib.pyplot as plt<\/pre>\n
np.empty\u306e\u4f7f\u3044\u65b9<\/h3>\n
np.empty\u306f\u3001np.ones\u3084np.zeros\u3068\u540c\u3058\u66f8\u304d\u65b9<\/strong><\/span>\u3067\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
np.empty(\u914d\u5217\u306e\u5f62\u72b6)<\/strong><\/span>\u3067OK\u3067\u3059\u3002\u591a\u91cd\u914d\u5217\u306e\u5834\u5408\u306f\u5f62\u72b6\u3092\u30bf\u30d7\u30eb\u3067\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n
# \u30b3\u30fc\u30c9 In [2]:\r\nnp.empty(10)<\/pre>\n
# \u51fa\u529b\u7d50\u679c Out [2]:\r\narray([1.05894612e-153, 1.03106417e-259, 2.92552507e-014, 4.79243676e-322,\r\n       4.66247658e-310, 6.94014615e-310, 6.01118976e+175, 3.21142670e-322,\r\n       6.94014615e-310, 6.94014615e-310])<\/pre>\n
\u307e\u305f\u3001\u7b2c\u4e8c\u5f15\u6570\u3067\u8981\u7d20\u306e\u578b\u3092\u6307\u5b9a<\/strong><\/span>\u3059\u308b\u4e8b\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
# \u30b3\u30fc\u30c9 In [3]:\r\nnp.empty(10, np.int)<\/pre>\n
# \u51fa\u529b\u7d50\u679c Out [3]:\r\narray([2318339454602921563,  732219104733978950, 4404652515446898186,\r\n                        97,      94369576516320,     140470121950152,\r\n       7236828713699074921,                  65,     140470121950072,\r\n           140470121950072])<\/pre>\n
np.empty_like\u306e\u4f7f\u3044\u65b9<\/h3>\n
np.empty_like\u306fnp.ones_like\u3084np.zeros_like\u306e\u3088\u3046\u306b<\/strong><\/span>\u4f7f\u3048\u307e\u3059\u3002<\/p>\n
\u65e2\u5b58\u306e\u914d\u5217\u3068\u540c\u3058\u30b5\u30a4\u30ba\u306e\u914d\u5217\u3092\u751f\u6210\u3059\u308b\u306e\u3067\u3001\u5f15\u6570\u306b\u306f\u4f55\u304b\u3057\u3089\u306e\u914d\u5217\u3092\u6e21\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n
# \u30b3\u30fc\u30c9 In [4]:\r\nx = np.arange(10)\r\ny = np.empty_like(x)\r\n\r\nprint(x)\r\nprint(y)<\/pre>\n
# \u51fa\u529b\u7d50\u679c [4]:\r\n[0 1 2 3 4 5 6 7 8 9]\r\n[2318339454602921563  732219104733978950 4404652515446898186\r\n                  97      94369576516320     140470121950152\r\n 7236828713699074921                  65     140470121950072\r\n     140470121950072]\r\n<\/pre>\n
# \u30b3\u30fc\u30c9 In [5]:\r\ny = np.empty_like(x, np.float32)\r\n\r\nprint(x)\r\nprint(y)<\/pre>\n
# \u51fa\u529b\u7d50\u679c [5]:\r\n[0 1 2 3 4 5 6 7 8 9]\r\n[0.     0.     0.     1.625  0.     1.75   0.     1.8125 0.     1.875 ]\r\n<\/pre>\n
empty\u3084empty_like\u306f\u914d\u5217\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u8981\u7d20\u3092\u521d\u671f\u5316\u3057\u307e\u305b\u3093<\/strong><\/span>\u3002<\/p>\n
\u306a\u306e\u3067\u305f\u307e\u305f\u307e\u30e1\u30e2\u30ea\u306b\u6b8b\u3063\u3066\u3044\u305f\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u3001\u914d\u5217\u306e\u4e2d\u8eab\u304c\u3069\u3093\u306a\u5024\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u306f\u3001\u4f5c\u3063\u3066\u307f\u308b\u307e\u3067\u308f\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n
np.empty\/np.empty_like\u306e\u901f\u5ea6<\/h2>\n
\u3055\u3066\u3001\u521d\u671f\u5316\u3092\u3057\u306a\u3044\u304a\u304b\u3052\u3067\u3053\u308c\u3089\u306e\u95a2\u6570\u306fones\u3084zeros\u3088\u308a\u9ad8\u901f<\/strong><\/span>\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\n
\u3053\u308c\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
# \u30b3\u30fc\u30c9 In [6]:\r\nx = np.arange(10000)\r\n\r\n%timeit np.empty(10000)\r\n%timeit np.zeros(10000)\r\n%timeit np.ones(10000)\r\n\r\n%timeit np.empty_like(x)\r\n%timeit np.ones_like(x)\r\n%timeit np.zeros_like(x)<\/pre>\n
# \u51fa\u529b\u7d50\u679c [6]:\r\n740 ns \u00b1 4.16 ns per loop (mean \u00b1 std. dev. of 7 runs, 1000000 loops each)\r\n2.04 \u00b5s \u00b1 7.42 ns per loop (mean \u00b1 std. dev. of 7 runs, 100000 loops each)\r\n4.4 \u00b5s \u00b1 14.6 ns per loop (mean \u00b1 std. dev. of 7 runs, 100000 loops each)\r\n395 ns \u00b1 19.7 ns per loop (mean \u00b1 std. dev. of 7 runs, 1000000 loops each)\r\n4.44 \u00b5s \u00b1 17.3 ns per loop (mean \u00b1 std. dev. of 7 runs, 100000 loops each)\r\n5.15 \u00b5s \u00b1 10.4 ns per loop (mean \u00b1 std. dev. of 7 runs, 100000 loops each)\r\n<\/pre>\n
\u5c11\u3057\u5206\u304b\u308a\u3065\u3089\u3044\u306e\u3067\u30b0\u30e9\u30d5\u3067\u53ef\u8996\u5316\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n
# \u30b3\u30fc\u30c9 In [7]:\r\nfuncs = [np.empty, np.zeros, np.ones, np.empty_like, np.zeros_like, np.ones_like]\r\nfuncs_name = [\"np.empty\", \"np.zeros\", \"np.ones\", \"np.empty_like\", \"np.zeros_like\", \"np.ones_like\"]\r\n\r\n# \u6642\u9593\u306e\u8a08\u6e2c\r\nnum_samples = 100000\r\ntimes = []\r\nfor f in funcs[:3]:\r\n    t1 = time.time()\r\n    for j in range(num_samples):\r\n        f(num_samples)\r\n    t2 = time.time()\r\n    times.append((t2-t1)\/num_samples)\r\n\r\nsample_arr = np.arange(num_samples)\r\n\r\nfor f in funcs[3:]:\r\n    t1 = time.time()\r\n    for j in range(num_samples):\r\n        f(sample_arr)\r\n    t2 = time.time()\r\n    times.append((t2-t1)\/num_samples)\r\n\r\n# \u30d7\u30ed\u30c3\u30c8\r\nplt.figure(figsize=(15,5))\r\nplt.bar(funcs_name, times)\r\nplt.xlabel(\"function\")\r\nplt.ylabel(\"time\")<\/pre>\n
# \u51fa\u529b\u7d50\u679c Out [7]:\r\nText(0,0.5,'time')<\/pre>\n
\n
<\/div>\n
<\/div>\n<\/div>\n
\u3053\u306e\u30b0\u30e9\u30d5\u3092\u898b\u3066\u3082\u308f\u304b\u308b\u901a\u308a\u3001\u65b0\u3057\u3044\u914d\u5217\u3092\u751f\u6210\u3059\u308b\u95a2\u6570\u306e\u4e2d\u3067\u3001empty\/empty_like\u306f\u5727\u5012\u7684\u306b\u901f\u3044\u3093\u3067\u3059\uff01<\/p>\n
\u306a\u306e\u3067\u300c0\u30841\u306a\u3069\u3067\u521d\u671f\u5316\u3059\u308b\u5fc5\u8981\u306f\u7121\u3044\u3051\u3069\u3001\u65b0\u3057\u3044\u914d\u5217\u3092\u7528\u610f\u3057\u305f\u3044\u5834\u5408\u300d\u306b\u306f\u3001\u3053\u308c\u3089\u306e\u95a2\u6570\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n
\u307e\u3068\u3081<\/h2>\n
\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b\u95a2\u6570\u3001np.empty\u3068np.empty_like\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u914d\u5217\u306e\u521d\u671f\u5316\u95a2\u6570\u306b\u306f\u69d8\u3005\u306a\u95a2\u6570\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u305e\u308c\u304c\u4f5c\u308c\u308b\u914d\u5217\u306b\u306f\u660e\u78ba\u306a\u5dee\u304c\u3042\u308b\u305f\u3081\u3001\u4f7f\u3044\u5206\u3051\u304c\u5927\u5207<\/span><\/strong>\u3067\u3059\u3002<\/p>\n
\u662f\u975e\u305d\u308c\u305e\u308c\u306e\u95a2\u6570\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u3087\u3046\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
\u3053\u3093\u306b\u3061\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30bf\u30fc\u306e\u30d5\u30af\u30ed\u30a6\u3067\u3059\uff01 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u751f\u6210\u3059\u308b\u95a2\u6570\u3001np.empty\u3068np.empty_like\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u914d\u5217\u306e\u521d\u671f\u5316\u95a2\u6570\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u306e\u95a2\u6570\u306f\u4e2d\u8eab\u3092\u521d […]<\/p>\n","protected":false},"author":4,"featured_media":71017,"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":[1281,1848,49],"class_list":["post-70972","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python-study","tag-ai","tag-numpy","tag-python"],"acf":[],"yoast_head":"\n\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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 name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sejuku.net\/blog\/70972\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\" \/>\n<meta property=\"og:description\" content=\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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\/70972\" \/>\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=\"2018-09-04T13:26:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-06T02:51:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png\" \/>\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\/png\" \/>\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 name=\"twitter:creator\" content=\"@https:\/\/twitter.com\/samuraijuku\" \/>\n<meta name=\"twitter:site\" content=\"@samuraijuku\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972\"},\"author\":{\"name\":\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#\\\/schema\\\/person\\\/e8ca7fd09857a736a25e6b4455a3ab61\"},\"headline\":\"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b\",\"datePublished\":\"2018-09-04T13:26:06+00:00\",\"dateModified\":\"2024-05-06T02:51:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972\"},\"wordCount\":72,\"publisher\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/np.empty_.png\",\"keywords\":[\"AI\",\"NumPy\",\"python\"],\"articleSection\":[\"Python\u5b66\u7fd2\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972\",\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972\",\"name\":\"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/np.empty_.png\",\"datePublished\":\"2018-09-04T13:26:06+00:00\",\"dateModified\":\"2024-05-06T02:51:27+00:00\",\"description\":\"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#primaryimage\",\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/np.empty_.png\",\"contentUrl\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2018\\\/08\\\/np.empty_.png\",\"width\":700,\"height\":400},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/70972#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/\",\"name\":\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0\",\"description\":\"\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u306e\u3059\u3079\u3066\u304c\u30b3\u30b3\u306b\u3002\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#organization\",\"name\":\"\u682a\u5f0f\u4f1a\u793eSAMURAI\",\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/logo.png\",\"width\":600,\"height\":600,\"caption\":\"\u682a\u5f0f\u4f1a\u793eSAMURAI\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/sejuku2013\",\"https:\\\/\\\/x.com\\\/samuraijuku\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCCFOQO5aDK0xXam4cUQXT8g\\\/featured\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/#\\\/schema\\\/person\\\/e8ca7fd09857a736a25e6b4455a3ab61\",\"name\":\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g\",\"caption\":\"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8\"},\"description\":\"\u3010\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3011 DX\u8a8d\u5b9a\u53d6\u5f97\u4e8b\u696d\u8005\u306b\u9078\u5b9a\u3055\u308c\u3066\u3044\u308b\u682a\u5f0f\u4f1a\u793eSAMURAI\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u90e8\u304c\u904b\u55b6\u3002\u300c\u8cea\u306e\u9ad8\u3044IT\u6559\u80b2\u3092\u3001\u3059\u3079\u3066\u306e\u4eba\u306b\u300d\u3092\u30df\u30c3\u30b7\u30e7\u30f3\u306b\u3001IT\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b66\u3073\u59cb\u3081\u305f\u521d\u5b66\u8005\u306e\u65b9\u306b\u5411\u3051\u8a18\u4e8b\u3092\u57f7\u7b46\u3002 \u7d2f\u8a08\u6307\u5c0e\u8005\u65704\u4e075,000\u540d\u4ee5\u4e0a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u300c\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3001\u7d2f\u8a08\u767b\u9332\u8005\u65701\u4e078,000\u4eba\u4ee5\u4e0a\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u300c\u4f8d\u30c6\u30e9\u30b3\u30e4\u300d\u3067\u6271\u3046\u6559\u6750\u958b\u767a\u306e\u30ce\u30a6\u30cf\u30a6\u30012013\u5e74\u306e\u5275\u696d\u304b\u3089\u904b\u55b6\u3067\u5f97\u305f\u77e5\u898b\u306b\u57fa\u3065\u304d\u3001\u8a18\u4e8b\u306e\u57f7\u7b46\u3060\u3051\u3067\u306a\u304f\u7de8\u96c6\u30fb\u76e3\u4fee\u3082\u62c5\u5f53\u3057\u3066\u3044\u307e\u3059\u3002 \u3010\u5c02\u9580\u5206\u91ce\u3011 IT\\\/Web\u958b\u767a\\\/AI\u30fb\u30ed\u30dc\u30c3\u30c8\u958b\u767a\\\/\u30a4\u30f3\u30d5\u30e9\u958b\u767a\\\/\u30b2\u30fc\u30e0\u958b\u767a\\\/AI\\\/Web\u30c7\u30b6\u30a4\u30f3\",\"sameAs\":[\"https:\\\/\\\/www.sejuku.net\\\/\",\"https:\\\/\\\/www.facebook.com\\\/sejuku2013\\\/\",\"https:\\\/\\\/www.instagram.com\\\/samuraiengineer_official\\\/\",\"https:\\\/\\\/x.com\\\/https:\\\/\\\/twitter.com\\\/samuraijuku\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCCFOQO5aDK0xXam4cUQXT8g\"],\"url\":\"https:\\\/\\\/www.sejuku.net\\\/blog\\\/author\\\/samurai-blog\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","description":"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.sejuku.net\/blog\/70972","og_locale":"ja_JP","og_type":"article","og_title":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","og_description":"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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","og_url":"https:\/\/www.sejuku.net\/blog\/70972","og_site_name":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","article_publisher":"https:\/\/www.facebook.com\/sejuku2013","article_author":"https:\/\/www.facebook.com\/sejuku2013\/","article_published_time":"2018-09-04T13:26:06+00:00","article_modified_time":"2024-05-06T02:51:27+00:00","og_image":[{"width":700,"height":400,"url":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png","type":"image\/png"}],"author":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8","twitter_card":"summary_large_image","twitter_creator":"@https:\/\/twitter.com\/samuraijuku","twitter_site":"@samuraijuku","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.sejuku.net\/blog\/70972#article","isPartOf":{"@id":"https:\/\/www.sejuku.net\/blog\/70972"},"author":{"name":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8","@id":"https:\/\/www.sejuku.net\/blog\/#\/schema\/person\/e8ca7fd09857a736a25e6b4455a3ab61"},"headline":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b","datePublished":"2018-09-04T13:26:06+00:00","dateModified":"2024-05-06T02:51:27+00:00","mainEntityOfPage":{"@id":"https:\/\/www.sejuku.net\/blog\/70972"},"wordCount":72,"publisher":{"@id":"https:\/\/www.sejuku.net\/blog\/#organization"},"image":{"@id":"https:\/\/www.sejuku.net\/blog\/70972#primaryimage"},"thumbnailUrl":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png","keywords":["AI","NumPy","python"],"articleSection":["Python\u5b66\u7fd2"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/www.sejuku.net\/blog\/70972","url":"https:\/\/www.sejuku.net\/blog\/70972","name":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b | \u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","isPartOf":{"@id":"https:\/\/www.sejuku.net\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.sejuku.net\/blog\/70972#primaryimage"},"image":{"@id":"https:\/\/www.sejuku.net\/blog\/70972#primaryimage"},"thumbnailUrl":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png","datePublished":"2018-09-04T13:26:06+00:00","dateModified":"2024-05-06T02:51:27+00:00","description":"\u3053\u306e\u8a18\u4e8b\u3067\u306f\u300c \u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b \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","breadcrumb":{"@id":"https:\/\/www.sejuku.net\/blog\/70972#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.sejuku.net\/blog\/70972"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.sejuku.net\/blog\/70972#primaryimage","url":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png","contentUrl":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/08\/np.empty_.png","width":700,"height":400},{"@type":"BreadcrumbList","@id":"https:\/\/www.sejuku.net\/blog\/70972#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.sejuku.net\/blog\/"},{"@type":"ListItem","position":2,"name":"\u3010NumPy\u5165\u9580 np.empty\u3011\u8981\u7d20\u3092\u521d\u671f\u5316\u305b\u305a\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u308b"}]},{"@type":"WebSite","@id":"https:\/\/www.sejuku.net\/blog\/#website","url":"https:\/\/www.sejuku.net\/blog\/","name":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0","description":"\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u306e\u3059\u3079\u3066\u304c\u30b3\u30b3\u306b\u3002","publisher":{"@id":"https:\/\/www.sejuku.net\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.sejuku.net\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/www.sejuku.net\/blog\/#organization","name":"\u682a\u5f0f\u4f1a\u793eSAMURAI","url":"https:\/\/www.sejuku.net\/blog\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.sejuku.net\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2023\/07\/logo.png","contentUrl":"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2023\/07\/logo.png","width":600,"height":600,"caption":"\u682a\u5f0f\u4f1a\u793eSAMURAI"},"image":{"@id":"https:\/\/www.sejuku.net\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/sejuku2013","https:\/\/x.com\/samuraijuku","https:\/\/www.youtube.com\/channel\/UCCFOQO5aDK0xXam4cUQXT8g\/featured"]},{"@type":"Person","@id":"https:\/\/www.sejuku.net\/blog\/#\/schema\/person\/e8ca7fd09857a736a25e6b4455a3ab61","name":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/507c280c5c67d2c11fec4fdba20e5bf1ec2fe91f9deb42d2ec50382778b311bf?s=96&d=mm&r=g","caption":"\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u7de8\u96c6\u90e8"},"description":"\u3010\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3011 DX\u8a8d\u5b9a\u53d6\u5f97\u4e8b\u696d\u8005\u306b\u9078\u5b9a\u3055\u308c\u3066\u3044\u308b\u682a\u5f0f\u4f1a\u793eSAMURAI\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u90e8\u304c\u904b\u55b6\u3002\u300c\u8cea\u306e\u9ad8\u3044IT\u6559\u80b2\u3092\u3001\u3059\u3079\u3066\u306e\u4eba\u306b\u300d\u3092\u30df\u30c3\u30b7\u30e7\u30f3\u306b\u3001IT\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5b66\u3073\u59cb\u3081\u305f\u521d\u5b66\u8005\u306e\u65b9\u306b\u5411\u3051\u8a18\u4e8b\u3092\u57f7\u7b46\u3002 \u7d2f\u8a08\u6307\u5c0e\u8005\u65704\u4e075,000\u540d\u4ee5\u4e0a\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30af\u30fc\u30eb\u300c\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3001\u7d2f\u8a08\u767b\u9332\u8005\u65701\u4e078,000\u4eba\u4ee5\u4e0a\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u300c\u4f8d\u30c6\u30e9\u30b3\u30e4\u300d\u3067\u6271\u3046\u6559\u6750\u958b\u767a\u306e\u30ce\u30a6\u30cf\u30a6\u30012013\u5e74\u306e\u5275\u696d\u304b\u3089\u904b\u55b6\u3067\u5f97\u305f\u77e5\u898b\u306b\u57fa\u3065\u304d\u3001\u8a18\u4e8b\u306e\u57f7\u7b46\u3060\u3051\u3067\u306a\u304f\u7de8\u96c6\u30fb\u76e3\u4fee\u3082\u62c5\u5f53\u3057\u3066\u3044\u307e\u3059\u3002 \u3010\u5c02\u9580\u5206\u91ce\u3011 IT\/Web\u958b\u767a\/AI\u30fb\u30ed\u30dc\u30c3\u30c8\u958b\u767a\/\u30a4\u30f3\u30d5\u30e9\u958b\u767a\/\u30b2\u30fc\u30e0\u958b\u767a\/AI\/Web\u30c7\u30b6\u30a4\u30f3","sameAs":["https:\/\/www.sejuku.net\/","https:\/\/www.facebook.com\/sejuku2013\/","https:\/\/www.instagram.com\/samuraiengineer_official\/","https:\/\/x.com\/https:\/\/twitter.com\/samuraijuku","https:\/\/www.youtube.com\/channel\/UCCFOQO5aDK0xXam4cUQXT8g"],"url":"https:\/\/www.sejuku.net\/blog\/author\/samurai-blog"}]}},"_links":{"self":[{"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/posts\/70972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/comments?post=70972"}],"version-history":[{"count":0,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/posts\/70972\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/media\/71017"}],"wp:attachment":[{"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/media?parent=70972"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/categories?post=70972"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sejuku.net\/blog\/wp-json\/wp\/v2\/tags?post=70972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}