![\"cat39.gif\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d21f837434c4406c250ad\/2-0.gif\" "\\"\\"")
<\/div>\n<\/p>\n
Docker \u5bb9\u5668<\/h2>\n
\u8bf7\u5b89\u88c5Docker\uff0c\u5e76\u5728Windows\u548cMac\u4e0a\u542f\u52a8Docker\u3002\u5728Windows\u4e0a\uff0c\u5982\u679c\u4e0d\u542f\u7528Intel\u865a\u62df\u5316\uff0c\u5219\u53ef\u80fd\u65e0\u6cd5\u542f\u52a8Docker\u3002\u6b64\u5916\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u5b89\u5168\u8b66\u544a\u7b49\u60c5\u51b5\u3002<\/p>\n
\u4f7f\u7528Docker\u8fd0\u884c<\/h2>\n$ docker pull kaizenjapan\/anaconda-matthew\r\n\r\n$ docker run -it -p 8888:8888 kaizenjapan\/anaconda-matthew \/bin\/bash\r\n<\/code><\/pre>\n\u5728\u4ee5\u4e0b\u7684shell\u4f1a\u8bdd\u4e2d\uff0c
\n(base) root@f19e2f06eabb:\/#\u662f\u547d\u4ee4\u63d0\u793a\u7b26\u3002\u5b9e\u9645\u4e0a\u6570\u5b57\u90e8\u5206\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c\u3002\u8bf7\u5728\u6b64\u884c\u7684#\u53f3\u4fa7\u8f93\u5165\u3002
\n\u5176\u4ed6\u884c\u662f\u8f93\u51fa\u3002\u5982\u679c\u6709\u9519\u8bef\u6216\u5dee\u5f02\uff0c\u8bf7\u5728\u8bc4\u8bba\u680f\u7b49\u5904\u4e0e\u6211\u4eec\u8054\u7cfb\u3002
\n\u5c06\u79fb\u52a8\u5230\u6bcf\u4e2a\u7ae0\u8282\u7684\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n
\u5f53Docker\u5bb9\u5668\u548c\u6b63\u5728\u8fd0\u884c\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684Shell\u663e\u793a\u76f8\u4f3c\u65f6\uff0c\u6709\u65f6\u4f1a\u6df7\u6dc6\u6b63\u5728\u4f7f\u7528\u54ea\u4e2a\u8fdb\u884c\u8c03\u67e5\u3002\u8bf7\u6ce8\u610fDocker\u7684\u547d\u4ee4\u63d0\u793a\u7b26\u3002<\/p>\n
\u6587\u4ef6\u5171\u4eab\u6216\u590d\u5236<\/h2>\n
\u8bf7\u542f\u52a8Docker\u548c\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5e76\u9009\u62e9\u5171\u4eab\u6587\u4ef6\u6216\u590d\u5236\u6587\u4ef6\u7684\u65b9\u5f0f\uff0c\u4ee5\u4fbf\u5728\u6d4f\u89c8\u5668\u7b49\u4e2d\u663e\u793a\u751f\u6210\u7684\u6587\u4ef6\u3002\u5728\u53c2\u8003\u6587\u732e\u4e2d\u63d0\u4f9b\u4e86\u64cd\u4f5c\u6b65\u9aa4\u7684URL\u3002<\/p>\n
\u6211\u6b63\u5728\u5bfb\u627e\u5728\u542f\u52a8\u4e86Docker\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fdb\u884c\u78c1\u76d8\u6574\u7406\u7684\u6700\u4f73\u65b9\u6cd5\u3002\u5728\u67d0\u4e9b\u65b9\u6cd5\u4e2d\uff0c\u6211\u4f1a\u4e00\u5f00\u59cb\u5c31\u8fdb\u884c\u5171\u4eab\u8bbe\u7f6e\u3002<\/p>\n
\u5982\u679c\u8fdb\u884c\u590d\u5236\uff0c\u6211\u6267\u884c\u4e86\u5728\u8fd0\u884cDocker\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u7684\u547d\u4ee4\u3002\u8bf7\u7528\u60a8\u7684Docker\u7f16\u53f7\u66ff\u6362\u3002\u6211\u5728\u6d4f\u89c8\u5668\u4e2d\u663e\u793a\u4e86\u590d\u5236\u7684\u6587\u4ef6\u5e76\u786e\u8ba4\u4e86\u5185\u5bb9\u3002<\/p>\n
\u5982\u679c\u60a8\u60f3\u81ea\u5df1\u642d\u5efaDocker\uff0c\u8bf7\u7ee7\u7eed\u9605\u8bfb\u3002<\/h1>\n
\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u8bb0\u5f55\u4e0b\u4e0a\u9762\u6240pull\u4e0b\u6765\u7684docker\u662f\u4ee5\u4ec0\u4e48\u65b9\u9488\u3001\u4ec0\u4e48\u6b65\u9aa4\u6765\u6784\u5efa\u7684\u3002
\n\u8fd9\u662f\u4f7f\u7528\u4e0a\u8ff0docker\u65f6\u7684\u53c2\u8003\u8d44\u6599\u3002\u5728\u6267\u884c\u672c\u4e66\u540e\u7eed\u5185\u5bb9\u65f6\u4e0d\u9700\u8981\u3002
\n\u8fd9\u662f\u4e3a\u4e86\u624b\u52a8\u6784\u5efadocker\/anaconda\u7684\u6b65\u9aa4\u3002
\n\u8fd9\u4e0d\u662f\u901a\u8fc7\u7f16\u5199dockerfile\u6765\u521b\u5efadocker\u7684\u65b9\u6cd5\u3002\u975e\u5e38\u62b1\u6b49\u3002<\/p>\n
Docker\u5bb9\u5668<\/h2>\n
Ubuntu\u3001Debian\u7b49\u7684Linux\u662f\u4e00\u79cd\u53ef\u4ee5\u5728Linux\u3001Windows\u548cMac OS\u4e0a\u5171\u540c\u4f7f\u7528\u7684\u673a\u5236\u3002
\n\u80fd\u591f\u5728\u4e0d\u66f4\u6539\u64cd\u4f5c\u7cfb\u7edf\u8bbe\u7f6e\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u662f\u5f88\u597d\u7684\u3002
\n\u5b83\u5177\u6709\u76f8\u540c\u7684\u89c4\u683c\uff0c\u53ef\u4ee5\u4f9b\u5927\u91cf\u7528\u6237\u4f7f\u7528\u3002
\n\u65e2\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u8005\u5b98\u65b9\u63d0\u4f9b\u7684\u8f6f\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7528\u6237\u81ea\u884c\u5b9a\u5236\u7684\u8f6f\u4ef6\u3002\u672c\u6b21\u662f\u5c06\u5b98\u65b9\u53d1\u5e03\u7684\u8f6f\u4ef6\u8fdb\u884c\u4e2a\u6027\u5316\u5b9a\u5236\uff0c\u4ee5\u4fbf\u5176\u4ed6\u4eba\u4e5f\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n
\u89e3\u8bf4\uff1aPython<\/h2>\n
\u6211\u7528Python\u8fdb\u884c\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u5b9e\u8df5\u3002
\n\u9009\u62e9\u4f7f\u7528Python\u7684\u539f\u56e0\u662f\u56e0\u4e3a\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u7684\u5de5\u5177\u5728Python\u4e2d\u53ef\u4ee5\u4f7f\u7528\uff0c\u5e76\u4e14\u7edf\u8ba1\u5206\u6790\u5de5\u5177\uff0c\u5982R\uff0c\u4e5f\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u4ecePython\u4e2d\u4f7f\u7528\u3002<\/p>\n
\u5927\u87d2\u86c7<\/h3>\n
Python\u6709\u4e0d\u540c\u7248\u672c\uff082\u548c3\uff09\u7684\u5dee\u7570\uff0c\u4ee5\u53ca\u767c\u5e03\u65b9\u5f0f\u7b49\u3002\u904e\u53bb\u4e00\u5e74\u534a\u6211\u4e00\u76f4\u4f7f\u7528Anaconda\u7684Python 3\u7248\u672c\u3002\u6211\u9078\u64c7\u4f7f\u7528Anaconda\u662f\u56e0\u70ba\u5b83\u5df2\u7d93\u9810\u5148\u5b89\u88dd\u4e86\u7d71\u8a08\u5206\u6790\u5eab\u548cJupyter Notebook\u3002<\/p>\n
Docker\u5b98\u65b9\u53d1\u5e03<\/h2>\n
\u5728\u4e2d\u56fd\u6709\u8bb8\u591a\u5b98\u65b9\u53d1\u5e03\u7684\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5982Ubuntu\u548cDebian\uff0c\u8fd8\u6709\u50cfgcc\u548canaconda\u8fd9\u6837\u7684\u7f16\u7a0b\u8bed\u8a00\u7684\u5b98\u65b9\u53d1\u5e03\u3002\u901a\u8fc7\u4f7f\u7528\u5b83\u4eec\u5e76\u6ce8\u518c\u5230Docker Hub\uff0c\u53ef\u4ee5\u786e\u8ba4\u5b98\u65b9\u53d1\u5e03\u7684\u8d28\u91cf\uff0c\u5e76\u5171\u4eab\u5305\u62ec\u53d8\u66f4\u6743\u9650\u5728\u5185\u7684\u5e7f\u6cdb\u4fe1\u606f\u3002\u8fd9\u91cc\u7684\u610f\u601d\u662fDocker\u5e76\u4e0d\u662f\u5b98\u65b9\u53d1\u5e03\uff0c\u800c\u662f\u5404\u81ea\u8f6f\u4ef6\u63d0\u4f9b\u8005\u7684\u5b98\u65b9\u53d1\u5e03\u3002<\/p>\n
\u62c9\u53d6 Docker \u955c\u50cf<\/h3>\n
\u901a\u8fc7\u4eceURL\u4e0a\u62c9\u53d6\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4f7f\u7528Docker\u5b98\u65b9\u53d1\u5e03\u7684\u5206\u53d1\u3002<\/p>\n
\u5bb9\u5668\u5316\u5b89\u88c5Anaconda<\/h3>\n
\u4f7f\u7528Anaconda\u5b98\u65b9\u63d0\u4f9b\u7684\u7248\u672c\u3002<\/p>\n
$ docker pull kaizenjapan\/anaconda-keras\r\nUsing default tag: latest\r\nlatest: Pulling from continuumio\/anaconda3\r\nDigest: sha256:e07b9ca98ac1eeb1179dbf0e0bbcebd87701f8654878d6d8ce164d71746964d1\r\nStatus: Image is up to date for continuumio\/anaconda3:latest\r\n\r\n$ docker run -it -p 8888:8888 continuumio\/anaconda3 \/bin\/bash\r\n<\/code><\/pre>\n\u5176\u5b9e\u6211\u8fd8\u4f7f\u7528\u4e86keras\u548ctensorflow\u6765\u8fdb\u884c\u5176\u4ed6\u63a8\u9001\u7684\u62c9\u53d6\u64cd\u4f5c\u3002<\/p>\n
\u516c\u5bd3<\/h2>\n(base) root@d8857ae56e69:\/#<\/span> apt update\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> procps\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> vim\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> apt-utils\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install sudo<\/span>\r\n\r\napt install scala\r\n\r\napt install default-jre \r\n\r\n\r\n\r\n<\/span><\/code><\/pre>\n\u6e90\uff08\u7248\u672c\uff09\u63a7\u5236\u5de5\u5177 git<\/h2>\n(base) root@f19e2f06eabb:\/# git clone https:\/\/github.com\/PacktPublishing\/Hands-On-Data-Science-and-Python-Machine-Learning\r\n<\/code><\/pre>\n\u5b89\u8fbe<\/h2>\n(base) root@f19e2f06eabb:\/d# conda update --prefix \/opt\/conda anaconda\r\n\r\n<\/code><\/pre>\n\u55b7\u7ba1<\/h2>\n(base) root@f19e2f06eabb:\/# pip install --upgrade pip\r\n\r\npip install pyspark\r\n\r\n<\/code><\/pre>\n\u5c06\u6ce8\u518c\u5230Docker Hub<\/h1>\n$ docker ps\r\nCONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES\r\ncaef766a99ff continuumio\/anaconda3 \"\/usr\/bin\/tini -- \/b\u2026\" 10 hours ago Up 10 hours 0.0.0.0:8888->8888\/tcp sleepy_bassi\r\n\r\n$ docker commit 3bf1f723168d kaizenjapan\/anaconda-matthew\r\nsha256:19c9a19266e82ed92ae370291692b02f154a67c231b258565a5ebe3be65e9993\r\n\r\n$ docker push kaizenjapan\/anaconda-matthew\r\nThe push refers to repository [docker.io\/kaizenjapan\/anaconda-matthew]\r\n7721420b3ea4: Pushed \r\n20e2d12fa618: Mounted from kaizenjapan\/anaconda-gavin \r\n62df93dfc701: Mounted from kaizenjapan\/anaconda-gavin \r\n95456260f6d1: Mounted from kaizenjapan\/anaconda-gavin \r\n6410333f34cf: Mounted from kaizenjapan\/anaconda-gavin \r\ncf342e34eca3: Mounted from kaizenjapan\/anaconda-gavin \r\ncea95006e36a: Mounted from kaizenjapan\/anaconda-gavin \r\n0f3a12fef684: Mounted from kaizenjapan\/anaconda-gavin \r\nlatest: digest: sha256:82cb17fb39dd056fad1819506bfeacb5161181e0950a23d33baa0759b8285d20 size: 2018\r\n<\/code><\/pre>\n\u53c2\u8003\u8d44\u6599<\/h1>\n
\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528Docker\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff0c\u6b63\u5728\u521b\u5efa\u4e66\u7c4d\u548c\u8d44\u6e90\u5217\u8868\uff08\u76ee\u6807100\uff09\u3002 https:\/\/qiita.com\/kaizen_nagoya\/items\/ddd12477544bf5ba85e2<\/p>\n
\u4f7f\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5\u662f\u658e\u85e4\u5eb7\u6bc5\u7684\u8457\u4f5c\u300a\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e60 – Python\u5b9e\u73b0\u6df1\u5ea6\u5b66\u4e60\u7406\u8bba\u548c\u5b9e\u8df5\u300b\u63d0\u5230\u7684\u3002\u94fe\u63a5: https:\/\/qiita.com\/kaizen_nagoya\/items\/a7e94ef6dca128d035ab<\/p>\n
\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff082\uff09\u300c\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e602\u81ea\u7136\u8bed\u8a00\u5904\u7406\u300d\uff0c\u4f5c\u8005\u662f\u658b\u85e4\u5eb7\u6bc5\u3002\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/3b80dfc76933cea522c6<\/p>\n
\u4f7f\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60(3) “\u76f4\u89c9\u6df1\u5ea6\u5b66\u4e60” Antonio Gulli\u3001Sujit Pal \u7b2c1\u7ae0\uff0c\u7b2c2\u7ae0\u3002
\n\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/483ae708c71c88419c32<\/p>\n
\u5728\u4f7f\u7528 Docker \u6784\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9047\u5230\u4e86\u4e00\u4e9b\u9519\u8bef\u95ee\u9898\uff0c\u8bf7\u53c2\u8003\u5982\u4e0b\u94fe\u63a5\u7684\u89e3\u51b3\u65b9\u6848:
\nhttps:\/\/qiita.com\/kaizen_nagoya\/items\/690d806a4760d9b9e040<\/p>\n
\u5728Windows\u4e0a\u4f7f\u7528Docker\u642d\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883\uff0872\uff09\u3002\u8be6\u7ec6\u6559\u7a0b\u8bf7\u53c2\u8003qiita\u7f51\u7ad9\u4e0a\u7684”https:\/\/qiita.com\/kaizen_nagoya\/items\/c4daa5cf52e9f0c2c002″.<\/p>\n
\u4f7f\u7528docker\u6765\u6784\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883(73)\uff0c\u4f7f\u7528docker\/linux\/macos bash\u811a\u672c\u4ee5\u53cams-dos\u6279\u5904\u7406\u6587\u4ef6\u8fdb\u884c\u73af\u5883\u642d\u5efa\u3002\u8bf7\u53c2\u8003\u6b64\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/3f7b39110b7f303a5558<\/p>\n
\u8bf7\u95ee\u5728 Docker \u4e2d\u5efa\u7acb\u673a\u5668\u5b66\u4e60\uff0874\uff09\u73af\u5883\uff0c\u9700\u8981\u591a\u96be\u624d\u80fd\u4f7f\u7528 R \uff1f<\/p>\n
\u4f7f\u7528 Docker \u6784\u5efa\u673a\u5668\u5b66\u4e60(75)\u73af\u5883(5)\u5e76\u7ba1\u7406\u4e0e Docker \u76f8\u5173\u7684\u6587\u4ef6: https:\/\/qiita.com\/kaizen_nagoya\/items\/4f03df9a42c923087b5d<\/p>\n
\u6211\u8bd5\u56fe\u5728Python\u4e2d\u8fd0\u884cOpenCV\uff0c\u4f46\u51fa\u73b0\u4e86”libGL.so”\u4e0d\u5b58\u5728\u7684\u9519\u8bef\uff0c\u4e0d\u8fc7\u6211\u5df2\u7ecf\u89e3\u51b3\u4e86\u3002<\/p>\n
Note: The given sentence contains a mix of Japanese and English. The Chinese paraphrase is based on the English parts of the sentence.<\/p>\n
“\u5173\u4e8eMatplotlib\u5728\u670d\u52a1\u5668\u7aef\u7ed8\u56fe\u7684\u6280\u5de7”
\nhttps:\/\/qiita.com\/TomokIshii\/items\/3a26ee4453f535a69e9e<\/p>\n
\u5728Docker\u4e2d\uff0c\u5728\u4e3b\u673a\u548c\u5bb9\u5668\u4e4b\u95f4\u590d\u5236\u6587\u4ef6\u3002<\/p>\n
\u4f7f\u7528Docker for Mac\u5b9e\u73b0\u6587\u4ef6\u5171\u4eab
\nhttps:\/\/qiita.com\/seijimomoto\/items\/1992d68de8baa7e29bb5<\/p>\n
\u300c\u5728\u540d\u53e4\u5c4b\u7684\u7269\u8054\u7f51\u662f\u7531\u540d\u53e4\u5c4b\u7684\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u884c\u7ba1\u7406\u7684\u3002\u6211\u4eec\u8be5\u5982\u4f55\u4ece\u54ea\u91cc\u4f7f\u7528Docker\u5462\uff1f\u5728\u6811\u8393\u6d3e\u4e0a\u8fd0\u884cTOPPERS\/FMP\u548cMacintosh\u7f16\u8f91\u5668\uff0c\u6709\u4e94\u4e2a\u5173\u5361\u3002\u300d<\/p>\n
Note: The given English sentence seems to be a mix of Japanese and English, so the Chinese translation might also seem a bit mixed.<\/p>\n
64\u4f4dCPU\u7684\u9053\u8def\u548c\/\u621664\u5c81\u7684\u51b3\u5fc3\u3002<\/p>\n
\u300a\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e602-\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7bc7\u300b\u8bfb\u4e66\u4f1a\u7684\u63a8\u8fdb\u65b9\u5f0f\uff08\u4f8b\uff09<\/p>\n
\u5c1d\u8bd5\u5728Ubuntu 16.04 LTS\u4e0a\u4f7f\u7528NVIDIA Docker\u3002<\/p>\n
\u6587\u4ef6\u8bb0\u5f55<\/h1>\n
\u7248\u672c0.10\u521d\u7a3f\uff0c\u4e8e2018\u5e7410\u670824\u65e5\u4e0a\u5348
\n\u7248\u672c0.11\u63a8\u9001\uff0c\u4e8e2018\u5e7410\u670824\u65e5\u4e0b\u5348<\/p>\n
\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u81f3\u6700\u540e\u3002<\/h3>\n
\u559c\u6b22\uff01?\u8bf7\u5173\u6ce8\u6211\u3002<\/p>\n
\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\u4e00\u53e5\u8bdd\u3002<\/h4>\n
\u8bf7\u70b9\u51fb\u559c\u6b22\u7684\u56fe\u6807 ? \u5e76\u5173\u6ce8\u6211\uff0c\u4eab\u53d7\u5feb\u4e50\u751f\u6d3b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
1.\u4e3a\u4e86\u7acb\u523b\u4f7f\u7528\u7684\u4eba(as soon as) \u300c\u7528Python\u8fdb\u884c\u5468\u5230\u7684\u673a\u5668\u5b66\u4e60\u300d\uff0c\u7531Matthew Kirk […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35248","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n
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$ docker pull kaizenjapan\/anaconda-matthew\r\n\r\n$ docker run -it -p 8888:8888 kaizenjapan\/anaconda-matthew \/bin\/bash\r\n<\/code><\/pre>\n\u5728\u4ee5\u4e0b\u7684shell\u4f1a\u8bdd\u4e2d\uff0c
\n(base) root@f19e2f06eabb:\/#\u662f\u547d\u4ee4\u63d0\u793a\u7b26\u3002\u5b9e\u9645\u4e0a\u6570\u5b57\u90e8\u5206\u53ef\u80fd\u4f1a\u6709\u6240\u4e0d\u540c\u3002\u8bf7\u5728\u6b64\u884c\u7684#\u53f3\u4fa7\u8f93\u5165\u3002
\n\u5176\u4ed6\u884c\u662f\u8f93\u51fa\u3002\u5982\u679c\u6709\u9519\u8bef\u6216\u5dee\u5f02\uff0c\u8bf7\u5728\u8bc4\u8bba\u680f\u7b49\u5904\u4e0e\u6211\u4eec\u8054\u7cfb\u3002
\n\u5c06\u79fb\u52a8\u5230\u6bcf\u4e2a\u7ae0\u8282\u7684\u6587\u4ef6\u5939\u4e2d\u3002<\/p>\n
\u5f53Docker\u5bb9\u5668\u548c\u6b63\u5728\u8fd0\u884c\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684Shell\u663e\u793a\u76f8\u4f3c\u65f6\uff0c\u6709\u65f6\u4f1a\u6df7\u6dc6\u6b63\u5728\u4f7f\u7528\u54ea\u4e2a\u8fdb\u884c\u8c03\u67e5\u3002\u8bf7\u6ce8\u610fDocker\u7684\u547d\u4ee4\u63d0\u793a\u7b26\u3002<\/p>\n
\u6587\u4ef6\u5171\u4eab\u6216\u590d\u5236<\/h2>\n
\u8bf7\u542f\u52a8Docker\u548c\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5e76\u9009\u62e9\u5171\u4eab\u6587\u4ef6\u6216\u590d\u5236\u6587\u4ef6\u7684\u65b9\u5f0f\uff0c\u4ee5\u4fbf\u5728\u6d4f\u89c8\u5668\u7b49\u4e2d\u663e\u793a\u751f\u6210\u7684\u6587\u4ef6\u3002\u5728\u53c2\u8003\u6587\u732e\u4e2d\u63d0\u4f9b\u4e86\u64cd\u4f5c\u6b65\u9aa4\u7684URL\u3002<\/p>\n
\u6211\u6b63\u5728\u5bfb\u627e\u5728\u542f\u52a8\u4e86Docker\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fdb\u884c\u78c1\u76d8\u6574\u7406\u7684\u6700\u4f73\u65b9\u6cd5\u3002\u5728\u67d0\u4e9b\u65b9\u6cd5\u4e2d\uff0c\u6211\u4f1a\u4e00\u5f00\u59cb\u5c31\u8fdb\u884c\u5171\u4eab\u8bbe\u7f6e\u3002<\/p>\n
\u5982\u679c\u8fdb\u884c\u590d\u5236\uff0c\u6211\u6267\u884c\u4e86\u5728\u8fd0\u884cDocker\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u7684\u547d\u4ee4\u3002\u8bf7\u7528\u60a8\u7684Docker\u7f16\u53f7\u66ff\u6362\u3002\u6211\u5728\u6d4f\u89c8\u5668\u4e2d\u663e\u793a\u4e86\u590d\u5236\u7684\u6587\u4ef6\u5e76\u786e\u8ba4\u4e86\u5185\u5bb9\u3002<\/p>\n
\u5982\u679c\u60a8\u60f3\u81ea\u5df1\u642d\u5efaDocker\uff0c\u8bf7\u7ee7\u7eed\u9605\u8bfb\u3002<\/h1>\n
\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u8bb0\u5f55\u4e0b\u4e0a\u9762\u6240pull\u4e0b\u6765\u7684docker\u662f\u4ee5\u4ec0\u4e48\u65b9\u9488\u3001\u4ec0\u4e48\u6b65\u9aa4\u6765\u6784\u5efa\u7684\u3002
\n\u8fd9\u662f\u4f7f\u7528\u4e0a\u8ff0docker\u65f6\u7684\u53c2\u8003\u8d44\u6599\u3002\u5728\u6267\u884c\u672c\u4e66\u540e\u7eed\u5185\u5bb9\u65f6\u4e0d\u9700\u8981\u3002
\n\u8fd9\u662f\u4e3a\u4e86\u624b\u52a8\u6784\u5efadocker\/anaconda\u7684\u6b65\u9aa4\u3002
\n\u8fd9\u4e0d\u662f\u901a\u8fc7\u7f16\u5199dockerfile\u6765\u521b\u5efadocker\u7684\u65b9\u6cd5\u3002\u975e\u5e38\u62b1\u6b49\u3002<\/p>\n
Docker\u5bb9\u5668<\/h2>\n
Ubuntu\u3001Debian\u7b49\u7684Linux\u662f\u4e00\u79cd\u53ef\u4ee5\u5728Linux\u3001Windows\u548cMac OS\u4e0a\u5171\u540c\u4f7f\u7528\u7684\u673a\u5236\u3002
\n\u80fd\u591f\u5728\u4e0d\u66f4\u6539\u64cd\u4f5c\u7cfb\u7edf\u8bbe\u7f6e\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u662f\u5f88\u597d\u7684\u3002
\n\u5b83\u5177\u6709\u76f8\u540c\u7684\u89c4\u683c\uff0c\u53ef\u4ee5\u4f9b\u5927\u91cf\u7528\u6237\u4f7f\u7528\u3002
\n\u65e2\u53ef\u4ee5\u4f7f\u7528\u5f00\u53d1\u8005\u5b98\u65b9\u63d0\u4f9b\u7684\u8f6f\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7528\u6237\u81ea\u884c\u5b9a\u5236\u7684\u8f6f\u4ef6\u3002\u672c\u6b21\u662f\u5c06\u5b98\u65b9\u53d1\u5e03\u7684\u8f6f\u4ef6\u8fdb\u884c\u4e2a\u6027\u5316\u5b9a\u5236\uff0c\u4ee5\u4fbf\u5176\u4ed6\u4eba\u4e5f\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n
\u89e3\u8bf4\uff1aPython<\/h2>\n
\u6211\u7528Python\u8fdb\u884c\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u5b9e\u8df5\u3002
\n\u9009\u62e9\u4f7f\u7528Python\u7684\u539f\u56e0\u662f\u56e0\u4e3a\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u7684\u5de5\u5177\u5728Python\u4e2d\u53ef\u4ee5\u4f7f\u7528\uff0c\u5e76\u4e14\u7edf\u8ba1\u5206\u6790\u5de5\u5177\uff0c\u5982R\uff0c\u4e5f\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u4ecePython\u4e2d\u4f7f\u7528\u3002<\/p>\n
\u5927\u87d2\u86c7<\/h3>\n
Python\u6709\u4e0d\u540c\u7248\u672c\uff082\u548c3\uff09\u7684\u5dee\u7570\uff0c\u4ee5\u53ca\u767c\u5e03\u65b9\u5f0f\u7b49\u3002\u904e\u53bb\u4e00\u5e74\u534a\u6211\u4e00\u76f4\u4f7f\u7528Anaconda\u7684Python 3\u7248\u672c\u3002\u6211\u9078\u64c7\u4f7f\u7528Anaconda\u662f\u56e0\u70ba\u5b83\u5df2\u7d93\u9810\u5148\u5b89\u88dd\u4e86\u7d71\u8a08\u5206\u6790\u5eab\u548cJupyter Notebook\u3002<\/p>\n
Docker\u5b98\u65b9\u53d1\u5e03<\/h2>\n
\u5728\u4e2d\u56fd\u6709\u8bb8\u591a\u5b98\u65b9\u53d1\u5e03\u7684\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5982Ubuntu\u548cDebian\uff0c\u8fd8\u6709\u50cfgcc\u548canaconda\u8fd9\u6837\u7684\u7f16\u7a0b\u8bed\u8a00\u7684\u5b98\u65b9\u53d1\u5e03\u3002\u901a\u8fc7\u4f7f\u7528\u5b83\u4eec\u5e76\u6ce8\u518c\u5230Docker Hub\uff0c\u53ef\u4ee5\u786e\u8ba4\u5b98\u65b9\u53d1\u5e03\u7684\u8d28\u91cf\uff0c\u5e76\u5171\u4eab\u5305\u62ec\u53d8\u66f4\u6743\u9650\u5728\u5185\u7684\u5e7f\u6cdb\u4fe1\u606f\u3002\u8fd9\u91cc\u7684\u610f\u601d\u662fDocker\u5e76\u4e0d\u662f\u5b98\u65b9\u53d1\u5e03\uff0c\u800c\u662f\u5404\u81ea\u8f6f\u4ef6\u63d0\u4f9b\u8005\u7684\u5b98\u65b9\u53d1\u5e03\u3002<\/p>\n
\u62c9\u53d6 Docker \u955c\u50cf<\/h3>\n
\u901a\u8fc7\u4eceURL\u4e0a\u62c9\u53d6\uff0c\u53ef\u4ee5\u5b9e\u73b0\u4f7f\u7528Docker\u5b98\u65b9\u53d1\u5e03\u7684\u5206\u53d1\u3002<\/p>\n
\u5bb9\u5668\u5316\u5b89\u88c5Anaconda<\/h3>\n
\u4f7f\u7528Anaconda\u5b98\u65b9\u63d0\u4f9b\u7684\u7248\u672c\u3002<\/p>\n
$ docker pull kaizenjapan\/anaconda-keras\r\nUsing default tag: latest\r\nlatest: Pulling from continuumio\/anaconda3\r\nDigest: sha256:e07b9ca98ac1eeb1179dbf0e0bbcebd87701f8654878d6d8ce164d71746964d1\r\nStatus: Image is up to date for continuumio\/anaconda3:latest\r\n\r\n$ docker run -it -p 8888:8888 continuumio\/anaconda3 \/bin\/bash\r\n<\/code><\/pre>\n\u5176\u5b9e\u6211\u8fd8\u4f7f\u7528\u4e86keras\u548ctensorflow\u6765\u8fdb\u884c\u5176\u4ed6\u63a8\u9001\u7684\u62c9\u53d6\u64cd\u4f5c\u3002<\/p>\n
\u516c\u5bd3<\/h2>\n(base) root@d8857ae56e69:\/#<\/span> apt update\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> procps\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> vim\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install<\/span> -y<\/span> apt-utils\r\n\r\n(base) root@d8857ae56e69:\/#<\/span> apt install sudo<\/span>\r\n\r\napt install scala\r\n\r\napt install default-jre \r\n\r\n\r\n\r\n<\/span><\/code><\/pre>\n\u6e90\uff08\u7248\u672c\uff09\u63a7\u5236\u5de5\u5177 git<\/h2>\n(base) root@f19e2f06eabb:\/# git clone https:\/\/github.com\/PacktPublishing\/Hands-On-Data-Science-and-Python-Machine-Learning\r\n<\/code><\/pre>\n\u5b89\u8fbe<\/h2>\n(base) root@f19e2f06eabb:\/d# conda update --prefix \/opt\/conda anaconda\r\n\r\n<\/code><\/pre>\n\u55b7\u7ba1<\/h2>\n(base) root@f19e2f06eabb:\/# pip install --upgrade pip\r\n\r\npip install pyspark\r\n\r\n<\/code><\/pre>\n\u5c06\u6ce8\u518c\u5230Docker Hub<\/h1>\n$ docker ps\r\nCONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES\r\ncaef766a99ff continuumio\/anaconda3 \"\/usr\/bin\/tini -- \/b\u2026\" 10 hours ago Up 10 hours 0.0.0.0:8888->8888\/tcp sleepy_bassi\r\n\r\n$ docker commit 3bf1f723168d kaizenjapan\/anaconda-matthew\r\nsha256:19c9a19266e82ed92ae370291692b02f154a67c231b258565a5ebe3be65e9993\r\n\r\n$ docker push kaizenjapan\/anaconda-matthew\r\nThe push refers to repository [docker.io\/kaizenjapan\/anaconda-matthew]\r\n7721420b3ea4: Pushed \r\n20e2d12fa618: Mounted from kaizenjapan\/anaconda-gavin \r\n62df93dfc701: Mounted from kaizenjapan\/anaconda-gavin \r\n95456260f6d1: Mounted from kaizenjapan\/anaconda-gavin \r\n6410333f34cf: Mounted from kaizenjapan\/anaconda-gavin \r\ncf342e34eca3: Mounted from kaizenjapan\/anaconda-gavin \r\ncea95006e36a: Mounted from kaizenjapan\/anaconda-gavin \r\n0f3a12fef684: Mounted from kaizenjapan\/anaconda-gavin \r\nlatest: digest: sha256:82cb17fb39dd056fad1819506bfeacb5161181e0950a23d33baa0759b8285d20 size: 2018\r\n<\/code><\/pre>\n\u53c2\u8003\u8d44\u6599<\/h1>\n
\u4e3a\u4ec0\u4e48\u8981\u4f7f\u7528Docker\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff0c\u6b63\u5728\u521b\u5efa\u4e66\u7c4d\u548c\u8d44\u6e90\u5217\u8868\uff08\u76ee\u6807100\uff09\u3002 https:\/\/qiita.com\/kaizen_nagoya\/items\/ddd12477544bf5ba85e2<\/p>\n
\u4f7f\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5\u662f\u658e\u85e4\u5eb7\u6bc5\u7684\u8457\u4f5c\u300a\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e60 – Python\u5b9e\u73b0\u6df1\u5ea6\u5b66\u4e60\u7406\u8bba\u548c\u5b9e\u8df5\u300b\u63d0\u5230\u7684\u3002\u94fe\u63a5: https:\/\/qiita.com\/kaizen_nagoya\/items\/a7e94ef6dca128d035ab<\/p>\n
\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff082\uff09\u300c\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e602\u81ea\u7136\u8bed\u8a00\u5904\u7406\u300d\uff0c\u4f5c\u8005\u662f\u658b\u85e4\u5eb7\u6bc5\u3002\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/3b80dfc76933cea522c6<\/p>\n
\u4f7f\u7528Docker\u548cAnaconda\u8fdb\u884c\u673a\u5668\u5b66\u4e60(3) “\u76f4\u89c9\u6df1\u5ea6\u5b66\u4e60” Antonio Gulli\u3001Sujit Pal \u7b2c1\u7ae0\uff0c\u7b2c2\u7ae0\u3002
\n\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/483ae708c71c88419c32<\/p>\n
\u5728\u4f7f\u7528 Docker \u6784\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9047\u5230\u4e86\u4e00\u4e9b\u9519\u8bef\u95ee\u9898\uff0c\u8bf7\u53c2\u8003\u5982\u4e0b\u94fe\u63a5\u7684\u89e3\u51b3\u65b9\u6848:
\nhttps:\/\/qiita.com\/kaizen_nagoya\/items\/690d806a4760d9b9e040<\/p>\n
\u5728Windows\u4e0a\u4f7f\u7528Docker\u642d\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883\uff0872\uff09\u3002\u8be6\u7ec6\u6559\u7a0b\u8bf7\u53c2\u8003qiita\u7f51\u7ad9\u4e0a\u7684”https:\/\/qiita.com\/kaizen_nagoya\/items\/c4daa5cf52e9f0c2c002″.<\/p>\n
\u4f7f\u7528docker\u6765\u6784\u5efa\u673a\u5668\u5b66\u4e60\u73af\u5883(73)\uff0c\u4f7f\u7528docker\/linux\/macos bash\u811a\u672c\u4ee5\u53cams-dos\u6279\u5904\u7406\u6587\u4ef6\u8fdb\u884c\u73af\u5883\u642d\u5efa\u3002\u8bf7\u53c2\u8003\u6b64\u94fe\u63a5\uff1ahttps:\/\/qiita.com\/kaizen_nagoya\/items\/3f7b39110b7f303a5558<\/p>\n
\u8bf7\u95ee\u5728 Docker \u4e2d\u5efa\u7acb\u673a\u5668\u5b66\u4e60\uff0874\uff09\u73af\u5883\uff0c\u9700\u8981\u591a\u96be\u624d\u80fd\u4f7f\u7528 R \uff1f<\/p>\n
\u4f7f\u7528 Docker \u6784\u5efa\u673a\u5668\u5b66\u4e60(75)\u73af\u5883(5)\u5e76\u7ba1\u7406\u4e0e Docker \u76f8\u5173\u7684\u6587\u4ef6: https:\/\/qiita.com\/kaizen_nagoya\/items\/4f03df9a42c923087b5d<\/p>\n
\u6211\u8bd5\u56fe\u5728Python\u4e2d\u8fd0\u884cOpenCV\uff0c\u4f46\u51fa\u73b0\u4e86”libGL.so”\u4e0d\u5b58\u5728\u7684\u9519\u8bef\uff0c\u4e0d\u8fc7\u6211\u5df2\u7ecf\u89e3\u51b3\u4e86\u3002<\/p>\n
Note: The given sentence contains a mix of Japanese and English. The Chinese paraphrase is based on the English parts of the sentence.<\/p>\n
“\u5173\u4e8eMatplotlib\u5728\u670d\u52a1\u5668\u7aef\u7ed8\u56fe\u7684\u6280\u5de7”
\nhttps:\/\/qiita.com\/TomokIshii\/items\/3a26ee4453f535a69e9e<\/p>\n
\u5728Docker\u4e2d\uff0c\u5728\u4e3b\u673a\u548c\u5bb9\u5668\u4e4b\u95f4\u590d\u5236\u6587\u4ef6\u3002<\/p>\n
\u4f7f\u7528Docker for Mac\u5b9e\u73b0\u6587\u4ef6\u5171\u4eab
\nhttps:\/\/qiita.com\/seijimomoto\/items\/1992d68de8baa7e29bb5<\/p>\n
\u300c\u5728\u540d\u53e4\u5c4b\u7684\u7269\u8054\u7f51\u662f\u7531\u540d\u53e4\u5c4b\u7684\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u884c\u7ba1\u7406\u7684\u3002\u6211\u4eec\u8be5\u5982\u4f55\u4ece\u54ea\u91cc\u4f7f\u7528Docker\u5462\uff1f\u5728\u6811\u8393\u6d3e\u4e0a\u8fd0\u884cTOPPERS\/FMP\u548cMacintosh\u7f16\u8f91\u5668\uff0c\u6709\u4e94\u4e2a\u5173\u5361\u3002\u300d<\/p>\n
Note: The given English sentence seems to be a mix of Japanese and English, so the Chinese translation might also seem a bit mixed.<\/p>\n
64\u4f4dCPU\u7684\u9053\u8def\u548c\/\u621664\u5c81\u7684\u51b3\u5fc3\u3002<\/p>\n
\u300a\u4ece\u96f6\u5f00\u59cb\u7684\u6df1\u5ea6\u5b66\u4e602-\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7bc7\u300b\u8bfb\u4e66\u4f1a\u7684\u63a8\u8fdb\u65b9\u5f0f\uff08\u4f8b\uff09<\/p>\n
\u5c1d\u8bd5\u5728Ubuntu 16.04 LTS\u4e0a\u4f7f\u7528NVIDIA Docker\u3002<\/p>\n
\u6587\u4ef6\u8bb0\u5f55<\/h1>\n
\u7248\u672c0.10\u521d\u7a3f\uff0c\u4e8e2018\u5e7410\u670824\u65e5\u4e0a\u5348
\n\u7248\u672c0.11\u63a8\u9001\uff0c\u4e8e2018\u5e7410\u670824\u65e5\u4e0b\u5348<\/p>\n
\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u81f3\u6700\u540e\u3002<\/h3>\n
\u559c\u6b22\uff01?\u8bf7\u5173\u6ce8\u6211\u3002<\/p>\n
\u975e\u5e38\u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\u4e00\u53e5\u8bdd\u3002<\/h4>\n
\u8bf7\u70b9\u51fb\u559c\u6b22\u7684\u56fe\u6807 ? \u5e76\u5173\u6ce8\u6211\uff0c\u4eab\u53d7\u5feb\u4e50\u751f\u6d3b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
1.\u4e3a\u4e86\u7acb\u523b\u4f7f\u7528\u7684\u4eba(as soon as) \u300c\u7528Python\u8fdb\u884c\u5468\u5230\u7684\u673a\u5668\u5b66\u4e60\u300d\uff0c\u7531Matthew Kirk […]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35248","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n
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