{"id":35193,"date":"2023-01-15T18:44:19","date_gmt":"2023-05-01T22:50:38","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8cintroduction-to-machine-learning-with-r%e3%80%8dby-scott-burger%e3%80%82docker%e3%81%a7%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%9274-with-r-4\/"},"modified":"2024-04-29T10:00:26","modified_gmt":"2024-04-29T02:00:26","slug":"%e3%80%8cintroduction-to-machine-learning-with-r%e3%80%8dby-scott-burger%e3%80%82docker%e3%81%a7%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%9274-with-r-4","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8cintroduction-to-machine-learning-with-r%e3%80%8dby-scott-burger%e3%80%82docker%e3%81%a7%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%9274-with-r-4\/","title":{"rendered":"\u300cIntroduction to Machine Learning with R\u300dBy Scott Burger\u3002docker\u3067\u6a5f\u68b0\u5b66\u7fd2(74) with R (4)"},"content":{"rendered":"<h1>1. \u9a6c\u4e0a\u8981\u4f7f\u7528\u7684\u4eba de<\/h1>\n<p>\u300a\u4f7f\u7528R\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u5165\u95e8\u300b\u4f5c\u8005\uff1a\u65af\u79d1\u7279\u00b7\u4f2f\u683c<\/p>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u4e2a\u90e8\u5206\u8fd8\u6ca1\u5199\u5b8c\uff0c\u8bf7\u7a0d\u540e\u8865\u5145\u5185\u5bb9\u3002<\/p>\n<h2>Docker \u2014 docker \u5bb9\u5668<\/h2>\n<p>\u8bf7\u5b89\u88c5 Docker \u5e76\u5728 Windows \u548c Mac \u4e0a\u542f\u52a8 Docker\u3002<br \/>\n\u5728 Windows \u4e0a\uff0c\u5982\u679c\u6ca1\u6709\u542f\u7528 Intel Virtualization\uff0c\u53ef\u80fd\u65e0\u6cd5\u542f\u52a8 Docker\u3002<br \/>\n\u6b64\u5916\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u5b89\u5168\u8b66\u544a\u7b49\u60c5\u51b5\u3002<\/p>\n<h2>\u62c9\u53d6\u5e76\u8fd0\u884c Docker \u5bb9\u5668<\/h2>\n<pre class=\"post-pre\"><code>$ docker pull kaizenjapan\/r-scott\r\n\r\n$ docker run -it kaizenjapan\/r-scott \/bin\/bash\r\n<\/code><\/pre>\n<p>\u5728\u4e0b\u9762\u7684shell\u4f1a\u8bdd\u4e2d\uff0c<br \/>\n(base) root@473fc1bb505d:\/#\u662f\u547d\u4ee4\u63d0\u793a\u7b26\u3002\u5b9e\u9645\u4e0a\u6570\u5b57\u90e8\u5206\u53ef\u80fd\u4e0d\u540c\u3002\u8bf7\u5728\u8fd9\u884c\u7684#\u53f3\u8fb9\u8f93\u5165\u3002<br \/>\n\u5176\u4ed6\u884c\u662f\u8f93\u51fa\u3002\u5982\u679c\u6709\u9519\u8bef\u6216\u4e0d\u540c\uff0c\u8bf7\u5728\u8bc4\u8bba\u680f\u7b49\u5730\u4e0e\u6211\u4eec\u8054\u7cfb\u3002<br \/>\n\u6211\u4eec\u5c06\u79fb\u52a8\u5230\u6bcf\u4e2a\u7ae0\u8282\u7684\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n<p>\u5982\u679cDocker\u7684\u754c\u9762\u548c\u8fd0\u884cDocker\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684Shell\u754c\u9762\u76f8\u4f3c\uff0c\u6709\u53ef\u80fd\u4f1a\u6df7\u6dc6\u54ea\u4e2a\u6b63\u5728\u4f7f\u7528\u3002\u8bf7\u6ce8\u610fDocker\u7684\u547d\u4ee4\u63d0\u793a\u7b26\u3002<\/p>\n<h2>\u6587\u4ef6\u5171\u4eab\u6216\u590d\u5236<\/h2>\n<p>\u8bf7\u5728\u8fd0\u884c\u4e86Docker\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u9009\u62e9\u6587\u4ef6\u5171\u4eab\u6216\u6587\u4ef6\u590d\u5236\u7684\u65b9\u5f0f\uff0c\u4ee5\u4fbf\u4e8e\u6d4f\u89c8\u5668\u7b49\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u5c55\u793a\u751f\u6210\u7684\u6587\u4ef6\u3002\u5728\u53c2\u8003\u6587\u732e\u90e8\u5206\u4e2d\u9644\u4e0a\u76f8\u5173\u64cd\u4f5c\u7684URL\u94fe\u63a5\u3002<\/p>\n<p>\u8907\u5199\u306e\u5834\u5408\u306f\u3001docker\u3092\u8d77\u52d5\u3057\u305fOS\u5074\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002\u304a\u4f7f\u3044\u306edocker\u306e\u756a\u53f7\u3067\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u8907\u5199\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u8868\u793a\u3057\u5185\u5bb9\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<h1>docker hub\u3078\u306e\u767b\u9332<\/h1>\n<pre class=\"post-pre\"><code>$ docker ps\r\n\r\n$ docker commit       kaizenjapan\/r-scott\r\n\r\n$ docker push kaizenjapan\/r-scott\r\n\r\n<\/code><\/pre>\n<p>#2. \u5bf9\u4e8e\u5e0c\u671b\u81ea\u5df1\u6784\u5efa Docker \u7684\u4eba\u6765\u8bf4<\/p>\n<p>\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u8bb0\u5f55\u4e0a\u9762\u4f60\u62c9\u53d6\u7684docker\u662f\u6309\u7167\u4ec0\u4e48\u65b9\u9488\u548c\u6b65\u9aa4\u6765\u521b\u5efa\u7684\u3002<br \/>\n\u8fd9\u662f\u4f7f\u7528\u4e0a\u8ff0docker\u7684\u53c2\u8003\u8d44\u6599\u3002\u5bf9\u4e8e\u6267\u884c\u4e66\u4e2d\u7684\u540e\u7eed\u90e8\u5206\u5e76\u4e0d\u9700\u8981\u3002<br \/>\n\u8fd9\u662f\u6784\u5efa\u81ea\u5df1\u7684docker\/anaconda\u7684\u6b65\u9aa4\uff0c\u4e0d\u662f\u521b\u5efadockerfile\u7684\u65b9\u6cd5\u3002\u62b1\u6b49\u3002<\/p>\n<p>\u9019\u662f\u4e00\u500b\u53ef\u4ee5\u5728linux\uff0cwindows\u548cmac os\u7b49\u64cd\u4f5c\u7cfb\u7d71\u4e0a\u5171\u540c\u4f7f\u7528\u7684\u6a5f\u5236\uff0c\u53ef\u4ee5\u5728\u4e0d\u4fee\u6539\u64cd\u4f5c\u7cfb\u7d71\u8a2d\u5b9a\u7684\u60c5\u6cc1\u4e0b\u4f7f\u7528\u3002\u5b83\u5177\u6709\u76f8\u540c\u7684\u898f\u7bc4\uff0c\u53ef\u4ee5\u4f9b\u5927\u91cf\u7684\u4eba\u4f7f\u7528\u3002\u53ef\u4ee5\u5229\u7528\u8edf\u4ef6\u958b\u767c\u5546\u63d0\u4f9b\u7684\u5b98\u65b9\u7248\u672c\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4f7f\u7528\u8005\u81ea\u5df1\u88fd\u4f5c\u7684\u7248\u672c\uff0c\u8b93\u5176\u4ed6\u4eba\u4e5f\u53ef\u4ee5\u4f7f\u7528\u3002\u5728\u9019\u6b21\u4e2d\uff0c\u6211\u5011\u5c07\u4f7f\u7528\u5b98\u65b9\u63d0\u4f9b\u7684\u7248\u672c\uff0c\u4e26\u81ea\u5df1\u8abf\u6574\u4ee5\u65b9\u4fbf\u5176\u4ed6\u4eba\u4f7f\u7528\u3002<\/p>\n<h3>\u62c9\u53d6 Docker \u955c\u50cf<\/h3>\n<p>\u901a\u8fc7\u4eceURL\u4e0a\u62c9\u53d6\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9Docker\u5b98\u65b9\u5206\u53d1\u7684\u4f7f\u7528\u3002<\/p>\n<h2>\u9002\u5b9c<\/h2>\n<pre class=\"post-pre\"><code><span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt update\r\n\r\n<span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> procps\r\n\r\n<span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> vim\r\n\r\n<span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> apt-utils\r\n\r\n<span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> r-base\r\n\r\n<span class=\"gp\">(base) root@473fc1bb505d:\/#<\/span> apt <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> r-cran-hmisc\r\n<\/code><\/pre>\n<h1>\u53c2\u8003\u6587\u732e (reference) &#8211; \u53c2\u8003\u8d44\u6599<\/h1>\n<p>\u5982\u679c\u5728R\u811a\u672c\u6216R Markdown\u4e2d\u8c03\u7528install.packages()\u51fd\u6570\uff0c\u5982\u679c\u4e0d\u6307\u5b9a\u5b58\u50a8\u5e93\uff0c\u5c06\u4f1a\u4ea7\u751f\u9519\u8bef\u3002<\/p>\n<p>\u5982\u679c\u4f60\u5728R\u4e2d\u88ab\u544a\u77e5\u5728\u4e0d\u8bbe\u7f6e\u955c\u50cf\u7684\u60c5\u51b5\u4e0b\u5c1d\u8bd5\u4f7f\u7528CRAN\uff0c\u8bf7\u53c2\u8003https:\/\/qiita.com\/manabuishiirb\/items\/88fb9d5207e6802da4b7\u3002<\/p>\n<p>\u6b64\u6587\u662f\u57fa\u4e8e\u4e2a\u4eba\u8fc7\u53bb\u7ecf\u9a8c\u7684\u4e2a\u4eba\u611f\u53d7\u3002\u4e0e\u5f53\u524d\u6240\u5c5e\u7ec4\u7ec7\u548c\u5de5\u4f5c\u65e0\u5173\u3002<\/p>\n<h1>\u6587\u4ef6\u5386\u53f2<\/h1>\n<p>ver. 0.10 \u521d\u7a3f 20181014<br \/>\nver. 0.11 \u756a\u53f7\u5909\u66f4\u3001\u53c2\u8003\u6587\u732e\u8ffd\u8a18 20181029<\/p>\n<h3>\u8c22\u8c22\u60a8\u4e00\u76f4\u9605\u8bfb\u5230\u6700\u540e\u3002<\/h3>\n<p>\u8bf7\u70b9\u8d5e?\uff0c\u4e5f\u8bf7\u5173\u6ce8\u4e00\u4e0b\u3002<\/p>\n<h4>\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\u4e00\u53e5\u8bdd\u3002<\/h4>\n<p>\u8bf7\u70b9\u51fb\u5c0f\u5fc3\u5fc3?\u5e76\u5173\u6ce8\u6211\uff0c\u8fc7\u4e0a\u5feb\u4e50\u7684\u751f\u6d3b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. \u9a6c\u4e0a\u8981\u4f7f\u7528\u7684\u4eba de \u300a\u4f7f\u7528R\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u5165\u95e8\u300b\u4f5c\u8005\uff1a\u65af\u79d1\u7279\u00b7\u4f2f\u683c &nbsp; \u8fd9\u4e2a\u90e8\u5206\u8fd8\u6ca1\u5199\u5b8c\uff0c\u8bf7\u7a0d [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35193","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u300cIntroduction to Machine Learning with R\u300dBy Scott Burger\u3002docker\u3067\u6a5f\u68b0\u5b66\u7fd2(74) with R (4) - Blog - Silicon Cloud<\/title>\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.silicloud.com\/zh\/blog\/\u300cintroduction-to-machine-learning-with-r\u300dby-scott-burger\u3002docker\u3067\u6a5f\u68b0\u5b66\u7fd274-with-r-4\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u300cIntroduction to Machine Learning with R\u300dBy Scott Burger\u3002docker\u3067\u6a5f\u68b0\u5b66\u7fd2(74) with R (4)\" \/>\n<meta property=\"og:description\" content=\"1. \u9a6c\u4e0a\u8981\u4f7f\u7528\u7684\u4eba de \u300a\u4f7f\u7528R\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u5165\u95e8\u300b\u4f5c\u8005\uff1a\u65af\u79d1\u7279\u00b7\u4f2f\u683c &nbsp; \u8fd9\u4e2a\u90e8\u5206\u8fd8\u6ca1\u5199\u5b8c\uff0c\u8bf7\u7a0d [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u300cintroduction-to-machine-learning-with-r\u300dby-scott-burger\u3002docker\u3067\u6a5f\u68b0\u5b66\u7fd274-with-r-4\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-01T22:50:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T02:00:26+00:00\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u626c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8cintroduction-to-machine-learning-with-r%e3%80%8dby-scott-burger%e3%80%82docker%e3%81%a7%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%9274-with-r-4\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8cintroduction-to-machine-learning-with-r%e3%80%8dby-scott-burger%e3%80%82docker%e3%81%a7%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%9274-with-r-4\/\",\"name\":\"\u300cIntroduction to Machine Learning with R\u300dBy Scott 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