{"id":69175,"date":"2018-08-21T19:26:04","date_gmt":"2018-08-21T10:26:04","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=69175"},"modified":"2024-05-06T11:50:51","modified_gmt":"2024-05-06T02:50:51","slug":"%e3%80%90numpy%e5%85%a5%e9%96%80-np-max%e3%80%91%e6%9c%80%e5%a4%a7%e5%80%a4%e3%82%92%e5%8f%96%e3%82%8a%e5%87%ba%e3%81%99np-maxnp-nanmaxnp-maximum","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/69175","title":{"rendered":"\u3010NumPy\u5165\u9580 np.max\u3011\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059np.max,np.nanmax,np.maximum"},"content":{"rendered":"<p>NumPy\u914d\u5217\uff08np.array\uff09\u306e<b>\u8981\u7d20\u306e\u4e2d\u304b\u3089\u6700\u5927\u5024\u3084\u6700\u5c0f\u5024\u3092\u53d6\u308a\u51fa\u3059\u95a2\u6570<\/b>\u306b\u3001np.max\/np.min\u3068\u3044\u3046\u95a2\u6570\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Python\u6a19\u6e96\u306emax\/min\u95a2\u6570\u3092\u4f7f\u3046\u3088\u308a\u3082\u9ad8\u901f\u306a\u8a08\u7b97\u304c\u53ef\u80fd\u3067\u3059\uff01\u662f\u975e\u3068\u3082\u4f7f\u3063\u3066\u3044\u304d\u305f\u3044\u3067\u3059\u306d\uff01<\/p>\n<p>\u3055\u3066\u3001\u3053\u306e\u8a18\u4e8b\u3067\u306f<b>np.max\u306a\u3069\u306e\u3001\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059\u95a2\u6570\u306e\u4f7f\u3044\u65b9<\/b>\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u89e3\u8aac\u3059\u308b\u95a2\u6570<br \/>\n<div class=\"box01\"><\/p>\n<ul>\n<li><b>np.max\u3000\u666e\u901a\u306e\u914d\u5217\u304b\u3089\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059<\/b><\/li>\n<li><b>np.nanmax\u3000NaN\u304c\u6df7\u3056\u3063\u305f\u914d\u5217\u304b\u3089\u3001NaN\u3092\u7121\u8996\u3057\u3066\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059<\/b><\/li>\n<li><b>np.maximum\u3000\u8981\u7d20\u3054\u3068\u6bd4\u8f03\u3057\u3066\u5927\u304d\u3044\u5024\u3068\u53d6\u308a\u51fa\u3059\u3002<\/b><\/li>\n<\/ul>\n<\/div>\n<h2>np.max\u306e\u5f15\u6570\u3068\u8fd4\u308a\u5024<\/h2>\n<p>np.max\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u5f15\u6570\uff09\u3067\u3088\u304f\u4f7f\u3046\u3082\u306e\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001np.amax\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u8aac\u660e\u3092\u3057\u3066\u3044\u307e\u3059\u304c\u3001np.max\u3068\u540c\u3058\u3082\u306e\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/docs.scipy.org\/doc\/numpy\/reference\/generated\/numpy.amax.html#numpy.amax\">\u53c2\u8003\uff1aSciPy.org<\/a><\/p>\n<p><code class=\"descclassname\">numpy.<\/code><code class=\"descname\">amax<\/code><span class=\"sig-paren\">(<\/span><em>a<\/em>, <em>axis=None<\/em>, <em>out=None<\/em>, <em>keepdims=&lt;no value&gt;<\/em>, <em>initial=&lt;no value&gt;<\/em><span class=\"sig-paren\">)<\/span><\/p>\n<p>\u914d\u5217\u5168\u4f53\u306e\u6700\u5927\u5024\u3092\u8fd4\u3059\u3002<\/p>\n<p>axis\u3092\u6307\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001axis\u306b\u6cbf\u3063\u305f\u7bc4\u56f2\u5185\u3067\u6700\u5927\u5024\u3092\u53d6\u3063\u3066\u914d\u5217\u3068\u3057\u3066\u8fd4\u3059\u3002<\/p>\n<table class=\"docutils field-list\" frame=\"void\" rules=\"none\">\n<colgroup>\n<col class=\"field-name\" \/>\n<col class=\"field-body\" \/> <\/colgroup>\n<tbody valign=\"top\">\n<tr class=\"field-odd field\">\n<th class=\"field-name\">Parameters:<\/th>\n<td class=\"field-body\">\n<dl class=\"first docutils\">\n<dt>a <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">array_like<\/span><\/dt>\n<dd>\n<p class=\"first last\">\u6700\u5927\u5024\u3092\u898b\u3064\u3051\u305f\u3044\u914d\u5217<\/p>\n<\/dd>\n<dt>axis <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">None or int or tuple of ints, optional<\/span><\/dt>\n<dd>\n<p class=\"first\">\u6700\u5927\u5024\u3092\u8a08\u7b97\u3059\u308b\u7bc4\u56f2\u3092axis\u3067\u6307\u5b9a\u3059\u308b\u3002<\/p>\n<\/dd>\n<dt>out <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">ndarray, optional<\/span><\/dt>\n<dd>\n<p class=\"first last\">out\u306b\u914d\u5217\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u51fa\u529b\u3059\u308b\u3068\u304d\u306b\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u3089\u305a\u306bout\u3092\u4e0a\u66f8\u304d\u3059\u308b\uff08\u65b0\u3057\u3044\u914d\u5217\u3092\u4f5c\u3089\u306a\u3044\uff09<\/p>\n<\/dd>\n<dt>keepdims <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">bool, optional<\/span><\/dt>\n<dt>initial <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">scalar, optional<\/span><\/dt>\n<\/dl>\n<\/td>\n<\/tr>\n<tr class=\"field-even field\">\n<th class=\"field-name\">Returns:<\/th>\n<td class=\"field-body\">\n<dl class=\"first last docutils\">\n<dt>amax <span class=\"classifier-delimiter\">:<\/span> <span class=\"classifier\">ndarray or scalar<\/span><\/dt>\n<dd>\n<p class=\"first last\">Maximum of <em class=\"xref py py-obj\">a<\/em>. If <em class=\"xref py py-obj\">axis<\/em> is None, the result is a scalar value. If <em class=\"xref py py-obj\">axis<\/em> is given, the result is an array of dimension <code class=\"docutils literal\"><span class=\"pre\">a.ndim<\/span> <span class=\"pre\">-<\/span> <span class=\"pre\">1<\/span><\/code>.<\/p>\n<\/dd>\n<\/dl>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>\u4f7f\u3044\u65b9<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u306e\u30b3\u30fc\u30c9\u306fJupyter\u4e0a\u3067\u5b9f\u884c\u3057\u3066\u66f8\u304b\u308c\u307e\u3057\u305f\u3002\u30b3\u30fc\u30c9\u3092\u8a66\u3057\u306a\u304c\u3089\u8aad\u307f\u9032\u3081\u308b\u5834\u5408\u306f\u3001Jupyter Notebook\/Lab\u3084IPython\u3067\u5b9f\u884c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>In [~]\u306fJupyter\u306e\u30bb\u30eb\u3092\u8868\u3057\u3066\u3044\u3066\u3001\u30b3\u30fc\u30c9\u304c\u305d\u306e\u5f8c\u308d\u306b\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u5bfe\u3057\u3066Out\u306e\u5f8c\u308d\u306f\u51fa\u529b\u7d50\u679c\u3067\u3059\u3002\u5b9f\u969b\u306b\u52d5\u304b\u3057\u306a\u304c\u3089\u8aad\u3093\u3060\u307b\u3046\u304c\u308f\u304b\u308a\u3084\u3059\u3044\u306f\u305a\u306a\u306e\u3067\u3001\u662f\u975eJupyter\u3067\u5b9f\u884c\u3057\u306a\u304c\u3089\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\">\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/h3>\n<p>\u307e\u305a\u306fimport\u3057\u3066\u30b5\u30f3\u30d7\u30eb\u914d\u5217\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing code_cell rendered\">\n<div class=\"output_wrapper\">\n<div class=\"output\">\n<div class=\"output_area\">\n<div class=\"prompt\">\n<pre class=\"lang:default decode:true\">In [1]:\r\n\r\nimport numpy as np\r\n\r\nIn [2]:\r\n\r\nx = np.arange(0,12)\r\nx2 = np.reshape(x, (3,4))\r\nprint(\"x:n\", x)\r\nprint(\"x2:n\", x2)\r\n<\/pre>\n<p>Out:<\/p>\n<\/div>\n<div class=\"output_subarea output_stream output_stdout output_text\">\n<pre class=\"\">x:\r\n [ 0  1  2  3  4  5  6  7  8  9 10 11]\r\nx2:\r\n [[ 0  1  2  3]\r\n [ 4  5  6  7]\r\n [ 8  9 10 11]]\r\n<\/pre>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<p>np.max\u3067\u306f\u6700\u4f4e\u9650\u3001\u6700\u5927\u5024\u3092\u53d6\u308a\u305f\u3044\u914d\u5217\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u5b9f\u306fnp.amax\u3082\u540c\u69d8\u306e\u52d5\u304d\u3092\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\">\n<pre class=\"lang:default decode:true\">In [3]:\r\n\r\nnp.max(x)\r\n\r\nOut[3]:\r\n\r\n11\r\n\r\nIn [4]:\r\n\r\nnp.max(x2)\r\n\r\nOut[4]:\r\n\r\n11\r\n\r\nIn [5]:\r\n\r\nnp.amax(x)\r\n\r\nOut[5]:\r\n\r\n11\r\n\r\n<\/pre>\n<\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"axis\u3067\u5217\u6bce\u30fb\u884c\u6bce\u306b\u6700\u5927\u5024\u3092\u53d6\u308b\">axis\u3067\u5217\u6bce\u30fb\u884c\u6bce\u306b\u6700\u5927\u5024\u3092\u53d6\u308b<\/h3>\n<p>axis=0\u3067\u5217\u6bce\u306e\u6700\u5927\u5024\u3092\u53d6\u308a\u307e\u3059\u3002<\/p>\n<p>axis=1\u3067\u884c\u6bce\u306b\u6700\u5927\u5024\u3092\u53d6\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\">\n<pre class=\"lang:default decode:true\">In [6]:\r\n\r\nnp.max(x2, axis=0)\r\n\r\nOut[6]:\r\n\r\narray([ 8,  9, 10, 11])\r\n\r\nIn [7]:\r\n\r\nnp.max(x2, axis=1)\r\n\r\nOut[7]:\r\n\r\narray([ 3,  7, 11])\r\n\r\n<\/pre>\n<\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h2 id=\"np.nanmax\u3067nan\u304c\u5165\u3063\u305f\u914d\u5217\u306e\u6700\u5927\u5024\u3092\u53d6\u308b\">np.nanmax\u3067nan\u304c\u5165\u3063\u305f\u914d\u5217\u306e\u6700\u5927\u5024\u3092\u53d6\u308b<\/h2>\n<p>\u914d\u5217\u5185\u306bNaN\uff08Non a Number\uff09\u304c\u5165\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u666e\u901a\u306enp.max\u95a2\u6570\u3067\u306fnan\u304c\u6700\u5927\u5024\u3068\u3057\u3066\u51fa\u3066\u304d\u3066\u3057\u307e\u3044\u307e\u3059\u3002<b>NaN\u3092\u7121\u8996\u3057\u3066\u6700\u5927\u5024\u3092\u53d6\u308a\u305f\u3044\u5834\u5408\u306f\u3001np.nanmax\u3092\u4f7f\u3048\u3070OK<\/b>\u3067\u3059\u3002<\/p>\n<p>\u4f7f\u3044\u65b9\u306fmax\u3068\u540c\u3058\u3067\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cell border-box-sizing text_cell rendered\">\n<div class=\"prompt input_prompt\">\n<pre class=\"lang:default decode:true\">In [8]:\r\n\r\nx3 = np.array([1,2,np.nan, 3])\r\nx3\r\n\r\nOut[8]:\r\n\r\narray([ 1.,  2., nan,  3.])\r\n\r\nIn [9]:\r\n\r\n# NaN\u304c\u5165\u3063\u305f\u914d\u5217\u306bnp.max\u95a2\u6570\u3092\u4f7f\u3046\u3068NaN\u304c\u8fd4\u3063\u3066\u304d\u3066\u3057\u307e\u3044\u307e\u3059\u3002\r\nnp.max(x3)\r\n\r\nOut[9]:\r\n\r\nnan\r\n\r\nIn [10]:\r\n\r\n# np.nanmax\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001NaN\u3092\u7121\u8996\u3057\u3066\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff01\r\nnp.nanmax(x3)\r\n\r\nOut[10]:\r\n\r\n3.0\r\n<\/pre>\n<\/div>\n<div class=\"inner_cell\">\n<div class=\"text_cell_render border-box-sizing rendered_html\">\n<h3 id=\"np.maximum\u3067\u914d\u5217\u306e\u8981\u7d20\u6bce\u306b\u7b2c\u4e8c\u5f15\u6570\u3068\u5927\u5c0f\u95a2\u4fc2\u3092\u6bd4\u8f03\u3059\u308b\">np.maximum\u3067\u914d\u5217\u306e\u8981\u7d20\u6bce\u306b\u7b2c\u4e8c\u5f15\u6570\u3068\u5927\u5c0f\u95a2\u4fc2\u3092\u6bd4\u8f03\u3059\u308b<\/h3>\n<p>np.maximum\u3068\u3044\u3046\u95a2\u6570\u306f\u3001\u3053\u308c\u307e\u3067\u3068\u6bdb\u8272\u306e\u9055\u3046\u52d5\u304d\u3092\u3057\u307e\u3059\u3002\u3053\u306e\u5024\u306f\u3001\u7b2c\u4e00\u5f15\u6570\u3068\u7b2c\u4e8c\u5f15\u6570\u306e\u5927\u5c0f\u95a2\u4fc2\u3092\u8981\u7d20\u3054\u3068\u306b\u6bd4\u8f03\u3057\u3066\u3001\u5927\u304d\u3044\u65b9\u3092\u683c\u7d0d\u3057\u305f\u914d\u5217\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<pre class=\"lang:default decode:true\">In [11]:\r\n\r\nnp.maximum(x3, 2)\r\n\r\nOut[11]:\r\n\r\narray([ 2.,  2., nan,  3.])\r\n\r\nIn [12]:\r\n\r\na = [10,20,30]\r\nb = [20,15,10]\r\nnp.maximum(a,b)\r\n\r\nOut[12]:\r\n\r\narray([20, 20, 30])\r\n\r\n<\/pre>\n<h2>\u307e\u3068\u3081<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001np.max\u3092\u59cb\u3081\u3068\u3057\u305f\u914d\u5217\u306e\u8981\u7d20\u304b\u3089\u6700\u5927\u5024\u3092\u53d6\u308a\u51fa\u3059\u95a2\u6570\u3092\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002NumPy\u3067\u306f\u3001\u884c\u5217\u8a08\u7b97\u3067\u5fc5\u8981\u306b\u306a\u308b\u3067\u3042\u308d\u3046\u6a5f\u80fd\u304c\u307b\u307c\u307b\u307c\u7db2\u7f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>NumPy\u3092\u4f7f\u3063\u305f\u8a08\u7b97\u3092\u3059\u308b\u969b\u306b\u306f\u3001NumPy\u306e\u4e16\u754c\u3067\u8a08\u7b97\u3092\u7d42\u308f\u3089\u305b\u308b\u3053\u3068\u3067\u9ad8\u901f\u306a\u8a08\u7b97\u304c\u53ef\u80fd\u3067\u3059\u3002\u662f\u975e\u3068\u3082\u3053\u306e\u8a18\u4e8b\u3067\u6700\u5927\u5024\u306b\u95a2\u308f\u308bNumPy\u306e\u95a2\u6570\u3092\u899a\u3048\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u88c5\u306a\u3069\u306b\u5f79\u7acb\u3066\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<p>\u4eca\u56de\u306e\u8a18\u4e8b\u306f\u4e0b\u8a18\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u53c2\u8003\u8a18\u4e8b\uff1a<br \/>\n<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NumPy\u914d\u5217\uff08np.array\uff09\u306e\u8981\u7d20\u306e\u4e2d\u304b\u3089\u6700\u5927\u5024\u3084\u6700\u5c0f\u5024\u3092\u53d6\u308a\u51fa\u3059\u95a2\u6570\u306b\u3001np.max\/np.min\u3068\u3044\u3046\u95a2\u6570\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001Python\u6a19\u6e96\u306emax\/min\u95a2\u6570\u3092\u4f7f\u3046\u3088\u308a\u3082\u9ad8\u901f\u306a\u8a08\u7b97\u304c\u53ef\u80fd\u3067\u3059\uff01\u662f 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