{"id":46102,"date":"2023-06-06T20:08:37","date_gmt":"2023-01-03T11:38:56","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46102-2\/"},"modified":"2024-04-30T07:38:07","modified_gmt":"2024-04-29T23:38:07","slug":"46102-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46102-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u6700\u8fd1\u6d41\u884c\u308a\u306e\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u81ea\u5206\u3067\u8a66\u3057\u305f\u3044\u3001\u307e\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30fb\u753b\u50cf\u51e6\u7406\u306b\u3082\u8208\u5473\u304c\u3042\u308b\u306e\u3067\u3001\u5408\u308f\u305b\u3066\u8272\u3005\u5b9f\u9a13\u3057\u305f\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u81ea\u5206\u3060\u3051\u306e\u958b\u767a\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u50d5\u306fPC\u3067Windows\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001Jupyter Notebook\u306eTerminal\u304c\u4f7f\u7528\u3067\u304d\u304b\u3063\u305f\u308a\u3001Tensorflow\u306eWindows\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u51fa\u3066\u307e\u3060\u65e5\u3082\u6d45\u304b\u3063\u305f\u308a\u3001\u307e\u305f\u81ea\u5206\u306ePC\u306b\u3044\u308d\u3044\u308d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u304c\u5acc\u306a\u306e\u3067\u3001GMO\u30af\u30e9\u30a6\u30c9ALTUS\u3067\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u3092\u7acb\u3066\u3066\u3001\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u30c7\u30fc\u30bf\u89e3\u6790\u3084\u753b\u50cf\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2>\u5b9f\u73fe\u3059\u308b\u3053\u3068<\/h2>\n<ol>\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u753b\u50cf\u51e6\u7406\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3082\u306e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/ol>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pyenv<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Anaconda\uff08Python 2.X\u30683.X\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">R<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Tensorflow<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Chainer<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">OpenCV 3.1.0<\/ul>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Jupyter Notebook\u304b\u3089Numpy\u3001Scipy\u3001Scikit-Learn\u3001TensorFlow\u3001Chiner\u3001OpenCV\u3001R\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>Jupyter Notebook\u306b\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c\u3092\u639b\u3051\u3066\u3001HTTPS\u3067\u901a\u4fe1\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/ol>\n<h2>\u74b0\u5883<\/h2>\n<p>Ubuntu 16.0.4 LTS<\/p>\n<h2>pyenv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code># Github\u304b\u3089pyenv\u3092\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\r\n$ git clone https:\/\/github.com\/yyuu\/pyenv.git ~\/.pyenv\r\n\r\n# \u74b0\u5883\u5909\u6570(PYENV_ROOT)\u3092\u8a2d\u5b9a\u3059\u308b\r\n$ echo 'export PYENV_ROOT=\"$HOME\/.pyenv\"' &gt;&gt; ~\/.bash_profile\r\n\r\n# PYENV_ROOT\u3092PATH\u306b\u8ffd\u52a0\u3059\u308b\r\n$ echo 'export PATH=\"$PYENV_ROOT\/bin:$PATH\"' &gt;&gt; ~\/.bash_profile\r\n\r\n# shims\u30b3\u30de\u30f3\u30c9\u3084\u81ea\u52d5\u88dc\u5b8c\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u30b7\u30a7\u30eb\u306b\u300cpyenv init\u300d\u3092\u8ffd\u52a0\r\n$ echo 'eval \"$(pyenv init -)\"' &gt;&gt; ~\/.bash_profile\r\n\r\n# \r\nsource ~\/.bash_profile\r\n\r\n$ PATH\u306e\u5909\u66f4\u3092\u9069\u7528\u3059\u308b\u305f\u3081\u3001\u30b7\u30a7\u30eb\u3092\u518d\u8d77\u52d5\r\nexec $SHELL\r\n\r\n# \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308bAnaconda\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv install -l | grep anaconda\r\n\r\n# \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv versions\r\n\r\n# 2017\/3\/30\u3067\u6700\u65b0\u306eAnaconda3-4.3.0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ pyenv install anaconda3-4.3.0\r\n\r\n# \u8a2d\u5b9a\u3092\u53cd\u6620\r\n$ pyenv rehash\r\n\r\n# \u7279\u5b9a\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u914d\u4e0b\u306e\u307f\u3067\u306f\u306a\u304f\u3001\u5168\u4f53\u3067\u5229\u7528\u3059\u308bPython\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092Anaconda3-4.3.0\u306b\u5909\u66f4\r\n$ pyenv global anaconda3-4.3.0\r\n\r\n# \u73fe\u5728\u306ePython\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv version\r\n\r\n# jupyter notebook\u3092\u8d77\u52d5\r\n$ jupyter notebook\r\n<\/code><\/pre>\n<p>jupyter notebook\u306eURL\u3092Terminal\u306b\u8868\u793a\u3059\u308b\u306e\u3067\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u63a5\u7d9a\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<br \/>\nJupyter Notebook\u306eNew\u30e1\u30cb\u30e5\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cPython 3\u300d\u304c\u3042\u308b\u3053\u3068\u3001\u300cPython 3\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cPython 3\u300d\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u3044\u3066\u3001Python 3\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u53c2\u8003\uff1a<br \/>\npyenv, virtualenv\u306e\u4ed5\u7d44\u307f<br \/>\nPython\u306e\u4eee\u60f3\u74b0\u5883\u69cb\u7bc9(2017\u5e74\u7248) pyenv\u3068pyenv-virtualenv\u3068virtualenv\u3068virtualenvwrapper\u3068pyvenv\u3068venv<\/p>\n<p>\u3010\u968f\u6642\u66f4\u65b0\u3011pyenv + Anaconda (Ubuntu 16.04 LTS) \u3067\u6a5f\u68b0\u5b66\u7fd2\u306ePython\u958b\u767a\u74b0\u5883\u3092\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u3067\u6574\u3048\u308b<br \/>\nJupyter Notebook \u30c7\u30fc\u30bf\u5206\u6790\u5c02\u7528\u30b5\u30fc\u30d0\u30fc\u3092\u69cb\u7bc9\u3059\u308b<br \/>\n[Python]Anaconda\u3067\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u308b<br \/>\n\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3092\u76ee\u6307\u3059\u4eba\u306epython\u74b0\u5883\u69cb\u7bc9 2016<br \/>\nJupyter notebook\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3059\u308b<br \/>\nHow To Set Up a Jupyter Notebook to Run IPython on Ubuntu 16.04<br \/>\npyenv<\/p>\n<h2>Python 2\u306e\u30ab\u30fc\u30cd\u30eb\u3092\u8ffd\u52a0<\/h2>\n<p>Jupyter Notebook\u3067Python 2\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a18\u8ff0\u3067\u304d\u308b\u3088\u3046\u306bPython 2\u306e\u30ab\u30fc\u30cd\u30eb\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308bAnaconda\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv install -l | grep anaconda\r\n\r\n# 2017\/3\/30\u3067\u6700\u65b0\u306eanaconda2-4.3.0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ pyenv install anaconda2-4.3.0\r\n\r\n# \u8a2d\u5b9a\u3092\u53cd\u6620\r\n$ pyenv rehash\r\n\r\n# \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv versions\r\n\r\n# \u7279\u5b9a\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u914d\u4e0b\u306e\u307f\u3067\u306f\u306a\u304f\u3001\u5168\u4f53\u3067\u5229\u7528\u3059\u308bPython\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092anaconda2-4.3.0\u306b\u5909\u66f4\r\n$ pyenv global anaconda2-4.3.0\r\n\r\n# \u73fe\u5728\u306ePython\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv version\r\n\r\n# Jupyter notebook\u306bPython 2\u306e\u30ab\u30fc\u30cd\u30eb\u3092\u8ffd\u52a0\r\n$ jupyter kernelspec install-self --user\r\n\r\n# Anaconda3-4.3.0\u306b\u623b\u3059\r\n$ pyenv global anaconda3-4.3.0\r\n\r\n# \u73fe\u5728\u306ePython\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ pyenv version\r\n<\/code><\/pre>\n<p>Jupyter Notebook\u306eNew\u30e1\u30cb\u30e5\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cPython 2\u300d\u304c\u3042\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u300cPython 2\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cPython 2\u300d\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u3044\u3066\u3001Python 2\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u53c2\u8003\uff1a<br \/>\nJupyter \u3067\u3001Anaconda 2 \u3068 Anaconda 3 \u3092\u5171\u5b58 + \u304a\u307e\u3051(Julia)<\/p>\n<h2>R\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code># Ctrl + c(Mac\u3067\u306fCMD + C)\u3067jupyter notebook\u3092\u7d42\u4e86\r\n\r\n# Ubuntu\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n# \u300cDISTRIB_CODENAME=******\u300d\u3092\u8868\u793a\u3059\u308b\u3002\u300c******\u300d\u3092\u5f8c\u7a0b\u3001\u5229\u7528\u3059\u308b\r\n$ cat \/etc\/lsb-release\r\n\r\n# R\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u8a18\u3059\u308b\u305f\u3081\u3001sources.list\u3092\u958b\u304f\r\n$ sudo vi \/etc\/apt\/sources.list\r\n\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code># \u300c******\u300d\u306e\u90e8\u5206\u306bUbuntu\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u305f\u969b\u306e\u30b3\u30fc\u30c9\u30cd\u30fc\u30e0\u3092\u5165\u529b\u3059\u308b<span class=\"p\">(<\/span>\u4eca\u56de\u306f\u300cxenial\u300d<span class=\"p\">)<\/span>\r\n# \u4ee5\u4e0b\u3092\u6700\u7d42\u884c\u306b\u8ffd\u8a18\u3059\u308b\r\ndeb https<span class=\"p\">:<\/span><span class=\"sr\">\/\/<\/span>cran<span class=\"p\">.<\/span>ism<span class=\"p\">.<\/span>ac<span class=\"p\">.<\/span>jp<span class=\"sr\">\/bin\/<\/span>linux<span class=\"sr\">\/ubuntu ******\/<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code># \u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u516c\u958b\u9375\u3092\u53d6\u5f97\r\n$ gpg --keyserver hkp:\/\/keyserver.ubuntu.com:80 --recv-keys E084DAB9\r\n\r\n# \u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u516c\u958b\u9375\u3092\u8ffd\u52a0\r\n$ gpg -a --export E084DAB9 | sudo apt-key add -\r\n\r\n# \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u66f4\u65b0\r\n$ sudo apt-get update\r\n\r\n# R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ sudo apt-get install r-base\r\n\r\n# \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fR\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\r\n$ R --version\r\n\r\n# R\u3067\u65e5\u672c\u8a9e\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u30d5\u30a9\u30f3\u30c8\u3082\u5fc5\u8981\u306a\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u30d5\u30a9\u30f3\u30c8\u3082\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ sudo apt-get install fonts-takao\r\n\r\n# R\u3092Jupyter Notebook\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306bR\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n# R\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u2460\r\n$ sudo apt-get install libssl-dev\r\n\r\n# R\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u2461\r\n$ sudo apt-get install libxml2-dev\r\n\r\n# R\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u2462\r\n$ sudo apt-get install libcurl4-openssl-dev\r\n\r\n# R\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u2463\r\n$ sudo apt-get install libcurl4-gnutls-dev\r\n\r\n# R\u3092\u8d77\u52d5\r\n$ R\r\n\r\n# R\u3092Jupyter Notebook\u304b\u3089\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u306fR\u306bIRkernel\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n&gt; install.packages(c('rzmq','repr','IRkernel','IRdisplay', 'pbdZMQ', 'devtools'), repos = c('http:\/\/irkernel.github.io\/', getOption('repos')))\r\n\r\n# \r\n#$ install.packages(c('repr', 'pbdZMQ', 'devtools'))\r\n\r\n# devtools\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u547c\u3073\u51fa\u3059\r\n&gt; library(devtools)\r\n\r\n# PATH\u3092\u53d6\u5f97\r\n&gt; get_path()\r\n\r\n# R\u304b\u3089pyenv\u306bPATH\u3092\u901a\u3059\r\n&gt; add_path(\"~\/.pyenv\/shims\", after = 0)\r\n\r\n# PATH\u3092\u53d6\u5f97\r\n&gt; get_path()\r\n\r\n# Github\u304b\u3089IRdisplay\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n&gt; devtools::install_github('IRkernel\/IRdisplay')\r\n\r\n# Github\u304b\u3089IRkernel\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n&gt; devtools::install_github('IRkernel\/IRkernel')\r\n\r\n# R\u306b\u30ab\u30fc\u30cd\u30eb\u3092\u767b\u9332\r\n&gt; IRkernel::installspec()\r\n\r\n# R\u304b\u3089\u629c\u3051\u308b\r\n&gt; q()\r\n\r\n# jupyter notebook\u3092\u8d77\u52d5\r\n$ jupyter notebook\r\n<\/code><\/pre>\n<p>Jupyter Notebook\u306eNew\u30e1\u30cb\u30e5\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cR\u300d\u304c\u3042\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u300cR\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u300cR\u300d\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u3044\u3066\u3001R\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u53c2\u8003\uff1a<br \/>\nUbuntu\u306bR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<br \/>\nUbuntu\u306bR\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306e\u624b\u9806<br \/>\nUBUNTU PACKAGES FOR R &#8211; Installation<br \/>\nUbuntu16.04\u306bJupyter Notebook\u3068Python3\u3068R\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<br \/>\npyenv \u3068\u3000IRkernel\u3000\u306e\u30e1\u30e2<br \/>\nIRkernel Installation<br \/>\nIRkernel\/IRkernel<\/p>\n<h2>\u81ea\u5df1\u8a3c\u660e\u66f8\u306e\u4f5c\u6210<\/h2>\n<p>\u73fe\u72b6\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u672a\u8a2d\u5b9a\u306e\u72b6\u614b\u3067\u306f\u3001\u30c8\u30fc\u30af\u30f3\u3092URL\u306b\u4ed8\u52a0\u3057\u3066\u63a5\u7d9a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u306e\u3067\u3001Jupyter Notebook\u306b\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3057\u3001\u3055\u3089\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u306e\u305f\u3081\u306b\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5e73\u6587\u3067\u901a\u4fe1\u3057\u306a\u3044\u3088\u3046\u306b\u6697\u53f7\u5316\uff08HTTPS\uff09\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code># \u79d8\u5bc6\u9375\u306e\u4f5c\u6210(-aes128\u306f\u6697\u53f7\u5316\u306e\u65b9\u5f0f\u30012048\u306f\u79d8\u5bc6\u9375\u306e\u9577\u3055\u30672048\u30d3\u30c3\u30c8\u4ee5\u4e0a\u3092\u63a8\u5968)\r\n$ openssl genrsa -aes128 2048 &gt; server.key\r\n\r\n# \u516c\u958b\u9375\u306e\u4f5c\u6210\r\n$ openssl req -new -key server.key &gt; server.csr\r\n\r\n# \u30c7\u30b8\u30bf\u30eb\u8a3c\u660e\u66f8\u306e\u4f5c\u6210\r\n$ openssl x509 -req -days 36500 -in server.csr -signkey server.key -out server.crt\r\n\r\n# \u4eca\u306e\u72b6\u614b\u3067\u5229\u7528\u3059\u308b\u3068\u3001\u8d77\u52d5\u3059\u308b\u305f\u3073\u306b\u30d1\u30b9\u30d5\u30ec\u30fc\u30ba\u3092\u5165\u529b\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u306e\u3067\u3001\u6697\u53f7\u5316\u3057\u305f\u79d8\u5bc6\u9375\u3092\u5fa9\u53f7\u5316\u3057\u3066\u4f7f\u3046\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5229\u7528\u3067\u304d\u308b\u5f62\u5f0f\u3078\u306e\u5909\u63db\u3092\u884c\u3046\u3002\r\n$ openssl rsa -in server.key -out server.key\r\n<\/code><\/pre>\n<p>\u53c2\u8003\uff1a<br \/>\nSSL\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u81ea\u5df1\u8a3c\u660e\u66f8\uff08\u30aa\u30ec\u30aa\u30ec\u8a3c\u660e\u66f8\uff09\u306e\u8a2d\u5b9a\u30e1\u30e2<br \/>\n\u79d8\u5bc6\u9375\u306e\u30d1\u30b9\u30d5\u30ec\u30fc\u30ba\u3092\u89e3\u9664\u3059\u308b<br \/>\n\u30aa\u30ec\u30aa\u30ec\u8a3c\u660e\u66f8\u306e\u4f5c\u6210<\/p>\n<h2>Jupyter Notebook\u306e\u8a2d\u5b9a<\/h2>\n<p>\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b<\/p>\n<pre class=\"post-pre\"><code># jupyter\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u8d77\u52d5\r\n$ jupyter console\r\n\r\nIn [1]: from notebook.auth import passwd &lt;- \u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u6a5f\u80fd\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\r\n\r\nIn [2]: passwd() &lt;- \u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a\u3059\u308b\u30e1\u30bd\u30c3\u30c9\u3092\u547c\u3073\u51fa\u3057\r\nEnter password:  &lt;- Jupyter Notebook\u306b\u8a2d\u5b9a\u3057\u305f\u3044\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\r\nVerify password: &lt;- \u78ba\u8a8d\u306e\u70ba\u3001\u518d\u5ea6\u5165\u529b\r\nOut[2]: 'sha1:XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX' &lt;- \u6697\u53f7\u5316\u3057\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u51fa\u529b\u3059\u308b\u306e\u3067\u3001\u30e1\u30e2\u3059\u308b\r\n\r\nIn [3]:exit() &lt;- jupyter console\u3092\u7d42\u4e86\r\n<\/code><\/pre>\n<p>\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u751f\u6210\u3059\u308b<\/p>\n<pre class=\"post-pre\"><code># jupyter_notebook_config.py(\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb)\u3092\u751f\u6210\r\n$ jupyter notebook --generate-config\r\n\r\n# jupyter_notebook_config.py\u3092\u7de8\u96c6\r\n$ vi ~\/.jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n<p>\u751f\u6210\u3057\u305f\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4ee5\u4e0b\u306e\u901a\u308a\u7de8\u96c6\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>certfile <span class=\"p\">=<\/span> <span class=\"s1\">'\u30c7\u30b8\u30bf\u30eb\u8a3c\u660e\u66f8\u306e\u7d76\u5bfe\u30d1\u30b9'<\/span>\r\n<span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>keyfile <span class=\"p\">=<\/span> <span class=\"s1\">'\u79d8\u5bc6\u9375\u306e\u7d76\u5bfe\u30d1\u30b9'<\/span>\r\n<span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>ip <span class=\"p\">=<\/span> <span class=\"s1\">'*'<\/span>\r\n<span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>password <span class=\"p\">=<\/span> <span class=\"s1\">'sha1:XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX\uff08\u6697\u53f7\u5316\u3057\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\uff09'<\/span>\r\n<span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>open_browser <span class=\"p\">=<\/span> False\r\n<span class=\"k\">c<\/span><span class=\"p\">.<\/span>NotebookApp<span class=\"p\">.<\/span>port <span class=\"p\">=<\/span> <span class=\"m\">8888<\/span>\r\n<\/code><\/pre>\n<p>\u30d7\u30ed\u30c8\u30b3\u30eb\u3092https\u306b\u5909\u66f4\u3057\u3066Jupyter notebook\u306b\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u63a5\u7d9a\u3059\u308b\u3068\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3059\u308b\u753b\u9762\u3092\u8868\u793a\u3059\u308b\u306e\u3067\u3001Jupyter notebook\u306b\u8a2d\u5b9a\u3057\u305f\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u81ea\u5df1\u8a3c\u660e\u66f8\u3067\u7279\u306b\u8a8d\u8a3c\u3092\u53d7\u3051\u305f\u308f\u3051\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8b66\u544a\u753b\u9762\u304c\u51fa\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u7279\u306b\u9811\u5f35\u308b\u90e8\u5206\u3067\u306f\u306a\u3044\u306e\u3067\u3001\u4eca\u56de\u306f\u5bfe\u5fdc\u3057\u307e\u305b\u3093\u3002\u300cLet&#8217;s Encrypt(\u72ec\u81ea\u30c9\u30e1\u30a4\u30f3\u304c\u3042\u308c\u3070\u3001\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u306a SSL\/TLS \u8a3c\u660e\u66f8\u3092\u7121\u6599\u3067\u53d6\u5f97\u3067\u304d\u308b)\u300d\u3092\u5229\u7528\u3059\u308c\u3070\u89e3\u6c7a\u3067\u304d\u308b\u306e\u3067\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8b66\u544a\u753b\u9762\u304c\u5acc\u306a\u5834\u5408\u306f\u8a66\u3059\u306e\u3082\u826f\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u53c2\u8003\uff1a<br \/>\nLet&#8217;s Encrypt \u306e\u4f7f\u3044\u65b9<\/p>\n<h2>Jupyter Notebook<\/h2>\n<p>\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u3092\u518d\u8d77\u52d5\u3057\u3066\u3082Jupyter Notebook\u3092\u81ea\u52d5\u3067\u8d77\u52d5\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3059\u308b\u3002<br \/>\nTerminal\u3092\u30ed\u30b0\u30a2\u30a6\u30c8\u3057\u3066\u3082Jupyter Notebook\u306f\u8d77\u52d5\u3057\u305f\u307e\u307e\u306b\u3057\u305f\u3044\u306e\u3067\u3001screen\u3068\u3044\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u4f7f\u7528\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code># screen\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n#$ sudo apt-get install screen\r\n\r\n# screen\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\r\n$ sudo vi ~\/.screenrc\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>autodetach <span class=\"k\">on<\/span>\r\nbell_msg <span class=\"s2\">\"^G\"<\/span>\r\ndefkanji utf<span class=\"m\">-8<\/span>\r\ndefencoding utf<span class=\"m\">-8<\/span>\r\n<span class=\"nb\">encoding<\/span> utf<span class=\"m\">-8<\/span> utf<span class=\"m\">-8<\/span>\r\ndefscrollback <span class=\"m\">10000<\/span>\r\n<span class=\"nb\">escape<\/span> ^Jj\r\nstartup_message off\r\nvbell off\r\ncaption always <span class=\"s2\">\"%{= wb} %-w%{=bu dr}%n %t%{-}%+w %= %{=b wk} [%l] %{=b wb}%y\/%m\/%d(%D) %{=b wm}%c\"<\/span>\r\nbind <span class=\"k\">n<\/span> screen\r\nbind <span class=\"k\">h<\/span> <span class=\"k\">prev<\/span>\r\nbind <span class=\"k\">j<\/span> <span class=\"k\">next<\/span>\r\nbind <span class=\"k\">l<\/span> windowlist\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code># screen\u3092\u8d77\u52d5\r\n$ screen\r\n\r\n# \r\n$ screen -t jupyter\r\n\r\n# jupyter notebook\u3092\u8d77\u52d5\r\n$ jupyter notebook\r\n\r\n# \u73fe\u5728\u958b\u3044\u3066\u3044\u308b\u4eee\u60f3\u7aef\u672b\u3092\u30b5\u30b9\u30da\u30f3\u30c9\u72b6\u614b\u306b\u3057\u3066\u9589\u3058\u308b\uff08\u30c7\u30bf\u30c3\u30c1\uff09\r\n[Ctrl + j] + d\r\n\r\n# Terminal\u304b\u3089\u30ed\u30b0\u30a2\u30a6\u30c8\r\nexit\r\n\r\n# \u30d6\u30e9\u30a6\u30b6\u304b\u3089Jupyter notebook\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\r\n\r\n# \u4eee\u60f3\u30b5\u30fc\u30d0\u30fc\u306b\u30ed\u30b0\u30a4\u30f3\r\n\r\n# jupyter notebook\u3092\u8d77\u52d5\u3057\u305f\u307e\u307e\u306e\u72b6\u614b\u306b\u623b\u308b\r\nscreen -r\r\n<\/code><\/pre>\n<p>\u53c2\u8003\uff1a<br \/>\nSet up Anaconda + IPython + Tensorflow + Julia on a Google Compute Engine VM<br \/>\nscreen\u3092\u521d\u3081\u3066\u4f7f\u3046\u305f\u3081\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<br \/>\n\u3082\u3063\u3068screen\u3092\u4fbf\u5229\u306b\u4f7f\u3046\u305f\u3081\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<br \/>\n\u4f5c\u696d\u304c\u30b0\u30c3\u3068\u697d\u306b\u306a\u308b screen \u3092\u4f7f\u304a\u3046\uff01<\/p>\n<h2>OpenCV\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code># \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ sudo apt-get install libgtk2.0-0\r\n\r\n# OpenCV3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ conda install -c https:\/\/conda.anaconda.org\/menpo opencv3\r\n\r\n# Python\u3092\u8d77\u52d5\r\n$ python\r\n\r\n# OpenCV\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\r\n&gt;&gt;&gt; import cv2\r\n<\/code><\/pre>\n<p>\u53c2\u8003<br \/>\nInstalling libgtk-x11-2.0.so.0 in Ubuntu 15.04<br \/>\nAWS EC2\u3067jupyter + opencv(Ipython notebook + opencv)<\/p>\n<h2>Tensorflow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code># Tensorflow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ pip install tensorflow\r\n\r\n# Python\u3092\u8d77\u52d5\r\n$ python\r\n\r\n# Tensorflow\u306e\u52d5\u4f5c\u78ba\u8a8d\uff08\u300cHello, TensorFlow!\u300d\u304c\u8868\u793a\u3067\u304d\u308b\u3053\u3068\u3092\u78ba\u8a8d\uff09\r\n&gt;&gt;&gt; import tensorflow as tf\r\n&gt;&gt;&gt; message = tf.constant('Hello, TensorFlow!')\r\n&gt;&gt;&gt; sess = tf.Session()\r\n&gt;&gt;&gt; print(sess.run(message))\r\nb'Hello, TensorFlow!'\r\n&gt;&gt;&gt; exit()\r\n<\/code><\/pre>\n<p>The TensorFlow library wasn&#8217;t compiled to use SSE3 instructions, but these are available on your machine and could speed up CPU computations.<\/p>\n<p>\u53c2\u8003\uff1a<br \/>\nhttps:\/\/deepage.net\/tensorflow\/2017\/01\/17\/how-to-install-tensorflow.html<\/p>\n<h2>Chiner\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<pre class=\"post-pre\"><code># chainer\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\r\n$ pip install chainer\r\n<\/code><\/pre>\n<h2>\u6700\u5f8c\u306b<\/h2>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6df1\u5c64\u5b66\u7fd2\u306e\u305f\u3081\u306e\u74b0\u5883\u306f\u6574\u3044\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u306b\u306f\u79d1\u5b66\u3084\u6570\u5b66\u306a\u3069\u69d8\u3005\u306a\u5206\u91ce\u306eJupyter Notebooks\u306e\u30ae\u30e3\u30e9\u30ea\u30fc\u304c\u3042\u308b\u306e\u3067\u3001\u53c2\u8003\u306b\u3057\u3066\u3001\u81ea\u5206\u3060\u3051\u306e\u30c7\u30fc\u30bf\u5206\u6790\u30e9\u30a4\u30d5\u3092\u304a\u697d\u3057\u307f\u4e0b\u3055\u3044\u3002<\/p>\n<p>A gallery of interesting Jupyter Notebooks<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1\u6d41\u884c\u308a\u306e\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u81ea\u5206\u3067\u8a66\u3057\u305f\u3044\u3001\u307e\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30fb\u753b\u50cf\u51e6\u7406\u306b\u3082\u8208\u5473\u304c\u3042\u308b\u306e\u3067 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46102","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>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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