{"id":3228,"date":"2019-04-14T14:27:27","date_gmt":"2019-04-14T05:27:27","guid":{"rendered":"https:\/\/tech.akat.info\/?p=3228"},"modified":"2019-04-14T21:27:13","modified_gmt":"2019-04-14T12:27:13","slug":"3228","status":"publish","type":"post","link":"https:\/\/tech.akat.info\/?p=3228","title":{"rendered":"\u3010\u521d\u5fc3\u8005\u8d85\u6b53\u8fce\u3011Python\u3067\u4eba\u5de5\u751f\u547d\u3092\u4f5c\u308d\u3046\uff01\uff01 \u306b\u53c2\u52a0\u3057\u305f"},"content":{"rendered":"<p><a href=\"https:\/\/tokyo-tech-lab.connpass.com\/event\/126916\/\">\u3010\u521d\u5fc3\u8005\u8d85\u6b53\u8fce\u3011Python\u3067\u4eba\u5de5\u751f\u547d\u3092\u4f5c\u308d\u3046\uff01\uff01<\/a>\u306b\u53c2\u52a0\u3057\u305f\u3002\u305d\u306e\u969b\u306e\u30e1\u30e2<\/p>\n<h2>\u4eba\u5de5\u751f\u547d\u3068\u306f<\/h2>\n<p>\u30fb\u4eba\u5de5\u751f\u547d\u306f\u5b9f\u9a13\u6570\u5b66<br \/>\n\u30fb\u30c0\u30fc\u30a6\u30a3\u30f3\u306e\u9032\u5316\u8aac\u306e\u6d41\u308c\u306e\u5236\u7d04\u3092\u53d6\u308a\u6255\u3044\u3001\u65b0\u3057\u3044\u9032\u5316\u306e\u4e2d\u306b\u751f\u307e\u308c\u3066\u304f\u308b\u751f\u547d\u306b\u601d\u3044\u3092\u99b3\u305b\u308b\u7814\u7a76\u5206\u91ce<br \/>\n\u30fb\u73fe\u5b58\u3059\u308b\u751f\u547d\u3060\u3051\u3067\u306a\u304f\u3001\u7406\u8ad6\u7684\u306b\u751f\u547d\u3092\u7406\u89e3\u3057\u3088\u3046\u3068\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<br \/>\n\u30fb\u8a08\u7b97\u3067\u4f55\u4e07\u5e74\u5148\u306e\u751f\u547d\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br \/>\n\u21d2\u5358\u7d30\u80de\u304b\u3089\u4eba\u985e\u307e\u3067\u9032\u5316\u306e\u306a\u304b\u3067\u3001\u6700\u521d\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u30eb\u30fc\u30eb\u306e\u3082\u3068\u306b\u5358\u7d30\u80de\u304c\u751f\u307e\u308c<br \/>\n\u3000\u305d\u3053\u304b\u3089\u3044\u304f\u3064\u3082\u306e\u9032\u5316\u3092\u7d4c\u3066\u4eba\u985e\u3068\u306a\u3063\u305f\u3002\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u30eb\u30fc\u30eb\u3084\u9032\u5316\u3092\u4eee\u60f3\u7684\u306b\u7d4c\u9a13\u3055\u305b\u308b\u5206\u91ce\u3068\u500b\u4eba\u7684\u306b\u306f\u7406\u89e3\u3057\u305f<br \/>\n\u30fb\u5f37\u5316\u5b66\u7fd2\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044<\/p>\n<h2>\u30e9\u30a4\u30d5\u30b2\u30fc\u30e0<\/h2>\n<p>\u751f\u547d\u306e\u8a95\u751f\u3001\u9032\u5316\u3001\u6dd8\u6c70\u306a\u3069\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u6613\u7684\u306a\u30e2\u30c7\u30eb\u3067\u518d\u73fe\u3057\u305f\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30b2\u30fc\u30e0<\/p>\n<p class=\"responsive-video-wrap clr\"><iframe loading=\"lazy\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/C2vgICfQawE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<h2>\u30bb\u30eb\u30e9\u30fc\u30aa\u30fc\u30c8\u30de\u30c8\u30f3<\/h2>\n<p>\u30fb\u30e9\u30a4\u30d5\u30b2\u30fc\u30e0\u306e1\u7a2e<br \/>\n\u30fb3\u30de\u30b9\u3042\u308b\u5834\u5408\u30011\u30de\u30b9\u304c\u751f\u304d\u3066\u3044\u308b(\u25a0)\u304b\u3001\u6b7b\u3093\u3067\u3044\u308b(\u25a1)\u304b\u30678\u30d1\u30bf\u30fc\u30f3\u5b58\u5728\u3059\u308b<br \/>\n\u3000\u53f3\u304b\u3089\u30d1\u30bf\u30fc\u30f30\u3001\u30d1\u30bf\u30fc\u30f31\u3001&#8230;\u3068\u3059\u308b<br \/>\n\u3000\u25a0\u25a0\u25a0\u3000\u25a0\u25a0\u25a1\u3000\u25a0\u25a1\u25a1\u3000\u25a0\u25a1\u25a0\u3000\u25a1\u25a0\u25a0\u3000\u25a1\u25a0\u25a1\u3000\u25a1\u25a1\u25a0\u3000\u25a1\u25a1\u25a1<br \/>\n\u30fb\u305d\u306e\u30de\u30b9\u304c\u751f\u304d\u3066\u3044\u308b\u304b\u3001\u6b7b\u3093\u3067\u3044\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4e0a\u306b\u3042\u308b3\u30de\u30b9\u306b\u4f9d\u5b58\u3059\u308b<br \/>\n\u3000\u4f8b\u3048\u3070\u30eb\u30fc\u30eb10\u306e\u5834\u5408\u30012\u9032\u6570\u3067\u306f 00001010 \u3067\u3042\u308a\u3001<br \/>\n\u3000\u30d1\u30bf\u30fc\u30f30\u3067\u3042\u308c\u30700\u3001\u30d1\u30bf\u30fc\u30f31\u3067\u3042\u308c\u30701\u3001\u30d1\u30bf\u30fc\u30f32\u3067\u3042\u308c\u30700\u3001\u30d1\u30bf\u30fc\u30f33\u3067\u3042\u308c\u30701\u3001\u305d\u308c\u4ee5\u964d\u306f\u3059\u3079\u30660\u3068\u306a\u308b<br \/>\n\u30fb\u3064\u307e\u308a\u30eb\u30fc\u30eb10\u3067\u521d\u671f\u5217\u304c\u25a1\u25a1\u25a0\u25a1\u25a0\u25a1\u25a0\u25a0\u25a1\u3067\u3042\u308b\u3068\u3001\u305d\u306e\u5f8c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308b<br \/>\n\u3000\u25a1\u25a1\u25a0\u25a1\u25a0\u25a1\u25a0\u25a0\u25a1<br \/>\n\u3000\u25a1\u25a0\u25a1\u25a1\u25a1\u25a1\u25a0\u25a1\u25a1<br \/>\n\u3000\u25a0\u25a1\u25a1\u25a1\u25a1\u25a0\u25a1\u25a1\u25a1<br \/>\n\u3000&#8230;<\/p>\n<h2>\u30bb\u30eb\u30e9\u30fc\u30aa\u30fc\u30c8\u30de\u30c8\u30f3\u3092python(Windows Subsystem for Linux)\u3067\u5b9f\u884c\u3057\u3066\u307f\u308b<\/h2>\n<h3>Windows 10\u306a\u3069\u306e\u8a2d\u5b9a<\/h3>\n<p>Firefox\u304c\u95b2\u89a7\u3067\u304d\u308c\u3070\u3001\u554f\u984c\u306a\u3057<\/p>\n<div class=\"oceanwp-oembed-wrap clr\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"ASzMkyOq0n\"><p><a href=\"https:\/\/tech.akat.info\/?p=3219\">Windows Subsystem for Linux \u3067 Firefox \u3092\u5b9f\u884c\u3059\u308b<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" src=\"https:\/\/tech.akat.info\/?p=3219&#038;embed=true#?secret=ASzMkyOq0n\" data-secret=\"ASzMkyOq0n\" width=\"600\" height=\"338\" title=\"&#8220;Windows Subsystem for Linux \u3067 Firefox \u3092\u5b9f\u884c\u3059\u308b&#8221; &#8212; TECH\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/div>\n<h3>Windows Subsystem for Linux\u3067\u306e\u8a2d\u5b9a<\/h3>\n<p>https:\/\/github.com\/alifelab\/alife_book_src<br \/>\n\u4e0a\u8a18\u3092\u53c2\u8003\u306b\u8a66\u3057\u3066\u307f\u305f\u304c\u3001\u6700\u65b0Anaconda\u306fpython3.7\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n\/root\/anaconda3\/lib\/python3.7\/site-packages\/vispy\/visuals\/isocurve.py:22: UserWarning: VisPy is not yet compatible with matplotlib 2.2+\r\n  warnings.warn(&quot;VisPy is not yet compatible with matplotlib 2.2+&quot;)\r\n<\/pre>\n<p>\u3069\u3046\u3082VisPy\u3068matplotlib\u306e\u76f8\u6027\u304c\u60aa\u304f\u3001\u7d50\u679c\u3068\u3057\u3066Segmentation fault\u3067\u5b9f\u884c\u3067\u304d\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306eAnaconda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n# sudo su\r\n# apt update\r\n# apt upgrade\r\n# wget -d https:\/\/repo.anaconda.com\/archive\/Anaconda3-5.2.0-Linux-x86_64.sh\r\n# chmod +x Anaconda3-5.2.0-Linux-x86_64.sh\r\n# .\/Anaconda3-5.2.0-Linux-x86_64.sh\r\n...\r\n# \/root\/anaconda3\/bin\/pip install pyglet pymunk vispy keras tensorflow PyQt5\r\n...\r\n# git clone https:\/\/github.com\/alifelab\/alife_book_src.git\r\n# cd alife_book_src\/chap02\/\r\n# \/root\/anaconda3\/bin\/python3.6 cellular_automata_1d.py\r\n<\/pre>\n<p><a href=\"https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231-300x205.png\" alt=\"\" width=\"300\" height=\"205\" class=\"alignnone size-medium wp-image-3229\" srcset=\"https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231-300x205.png 300w, https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231-768x526.png 768w, https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231-1024x701.png 1024w, https:\/\/tech.akat.info\/wp-content\/uploads\/2019\/04\/2019-04-14_141231.png 1237w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<h2>\u53c2\u8003<\/h2>\n<p>https:\/\/github.com\/alifelab\/alife_book_src<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n# cat \/home\/shimizu\/alife_book_src\/chap02\/cellular_automata_1d.py\r\n#!\/usr\/bin\/env python\r\n# -*- coding: utf-8 -*-\r\n\r\nimport sys, os\r\nsys.path.append(os.pardir)  # \u89aa\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\r\nimport numpy as np\r\nfrom alifebook_lib.visualizers import ArrayVisualizer\r\n\r\n# visualizer\u306e\u521d\u671f\u5316 (Appendix\u53c2\u7167)\r\nvisualizer = ArrayVisualizer()\r\n\r\nSPACE_SIZE = 600\r\n\r\n# CA\u306e\u30d0\u30a4\u30ca\u30ea\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3055\u308c\u305f\u30eb\u30fc\u30eb (Wolfram code)\r\nRULE = 30\r\n\r\n# CA\u306e\u72b6\u614b\u7a7a\u9593\r\nstate = np.zeros(SPACE_SIZE, dtype=np.int8)\r\nnext_state = np.empty(SPACE_SIZE, dtype=np.int8)\r\n\r\n# \u6700\u521d\u306e\u72b6\u614b\u3092\u521d\u671f\u5316\r\n### \u30e9\u30f3\u30c0\u30e0 ###\r\n# state&#x5B;:] = np.random.randint(2, size=len(state))\r\n### \u4e2d\u592e\u306e\uff11\u30d4\u30af\u30bb\u30eb\u306e\u307f\uff11\u3001\u5f8c\u306f\uff10 ###\r\nstate&#x5B;len(state)\/\/2] = 1\r\n\r\nwhile visualizer:  # visualizer\u306f\u30a6\u30a3\u30f3\u30c9\u30a6\u304c\u9589\u3058\u3089\u308c\u308b\u3068False\u3092\u8fd4\u3059\r\n    # state\u304b\u3089\u8a08\u7b97\u3057\u305f\u6b21\u306e\u7d50\u679c\u3092next_state\u306b\u4fdd\u5b58\r\n    for i in range(SPACE_SIZE):\r\n        # left, center, right cell\u306e\u72b6\u614b\u3092\u53d6\u5f97\r\n        l = state&#x5B;i-1]\r\n        c = state&#x5B;i]\r\n        r = state&#x5B;(i+1)%SPACE_SIZE]\r\n        # neighbor_cell_code\u306f\u73fe\u5728\u306e\u72b6\u614b\u306e\u30d0\u30a4\u30ca\u30ea\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\r\n        # ex) \u73fe\u5728\u304c&#x5B;1 1 0]\u306e\u5834\u5408\r\n        #     neighbor_cell_code\u306f 1*2^2 + 1*2^1 + 0*2^0 = 6\u3068\u306a\u308b\u306e\u3067\u3001\r\n        #     RULE\u306e\uff16\u756a\u76ee\u306e\u30d3\u30c3\u30c8\u304c\uff11\u306a\u3089\u3070\u3001\u6b21\u306e\u72b6\u614b\u306f\uff11\u3068\u306a\u308b\u306e\u3067\u3001\r\n        #     RULE\u3092neighbor_cell_code\u5206\u3060\u3051\u30d3\u30c3\u30c8\u30b7\u30d5\u30c8\u3057\u3066\uff11\u3068\u8ad6\u7406\u7a4d\u3092\u3068\u308b\u3002\r\n        neighbor_cell_code = 2**2 * l + 2**1 * c + 2**0 * r\r\n        if (RULE &gt;&gt; neighbor_cell_code) &amp; 1:\r\n            next_state&#x5B;i] = 1\r\n        else:\r\n            next_state&#x5B;i] = 0\r\n    # \u6700\u5f8c\u306b\u5165\u308c\u66ff\u3048\r\n    state, next_state = next_state, state\r\n    # \u8868\u793a\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\r\n    visualizer.update(1-state)\r\n<\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u521d\u5fc3\u8005\u8d85\u6b53\u8fce\u3011Python\u3067\u4eba\u5de5\u751f\u547d\u3092\u4f5c\u308d\u3046\uff01\uff01\u306b\u53c2\u52a0\u3057\u305f\u3002\u305d\u306e\u969b\u306e\u30e1\u30e2 \u4eba\u5de5\u751f\u547d\u3068\u306f \u30fb\u4eba\u5de5\u751f\u547d\u306f\u5b9f\u9a13\u6570\u5b66 \u30fb\u30c0\u30fc\u30a6\u30a3\u30f3\u306e\u9032\u5316\u8aac\u306e\u6d41\u308c\u306e\u5236\u7d04\u3092\u53d6\u308a\u6255\u3044\u3001\u65b0\u3057\u3044\u9032\u5316\u306e\u4e2d\u306b\u751f\u307e\u308c\u3066\u304f\u308b\u751f\u547d\u306b\u601d\u3044\u3092\u99b3\u305b\u308b\u7814\u7a76\u5206\u91ce \u30fb\u73fe\u5b58\u3059 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[35],"tags":[],"_links":{"self":[{"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/posts\/3228"}],"collection":[{"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tech.akat.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3228"}],"version-history":[{"count":6,"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/posts\/3228\/revisions"}],"predecessor-version":[{"id":3235,"href":"https:\/\/tech.akat.info\/index.php?rest_route=\/wp\/v2\/posts\/3228\/revisions\/3235"}],"wp:attachment":[{"href":"https:\/\/tech.akat.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tech.akat.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tech.akat.info\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}