{"id":46617,"date":"2022-11-12T06:58:12","date_gmt":"2023-07-05T04:53:58","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46617-2\/"},"modified":"2024-04-29T00:15:52","modified_gmt":"2024-04-28T16:15:52","slug":"46617-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46617-2\/","title":{"rendered":""},"content":{"rendered":"<p>Jupyter Notebook\u3067\u3044\u3058\u3063\u3066\u5b66\u3076TensorFlow &#8211; MNIST For ML Beginners\u3092\u3088\u3093\u3067\u3001windows\u3067\u3082Jupyter Notebook\u3092\u3064\u304b\u3063\u3066Tensotflow\u3092\u5b9f\u884c\u3067\u304d\u308b\u74b0\u5883\u304c\u6b32\u3057\u304f\u306a\u3063\u305f\u306e\u3067\u3001\u69cb\u7bc9\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<h1>pyenv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>Bash on Ubuntu on Windows\u306b\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3082python\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u304c\u3001Anaconda\u3092<br \/>\n\u4f7f\u3044\u305f\u304b\u3063\u305f\u306e\u3067\u3001pyenv\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"post-pre\"><code>$ sudo aptitude install git\r\n$ git clone https:\/\/github.com\/yyuu\/pyenv ~\/.pyenv\r\n$ echo 'export PYENV_ROOT=\"$HOME\/.pyenv\"' &gt;&gt; ~\/.bashrc\r\n$ echo 'export PATH=\"$PYENV_ROOT\/bin:$PATH\"' &gt;&gt; ~\/.bashrc\r\n$ echo 'eval \"$(pyenv init -)\"' &gt;&gt; ~\/.bashrc\r\n$ source ~\/.bashrc\r\n<\/code><\/pre>\n<h1>Anaconda\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>pyenv\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u308f\u3063\u305f\u3089\u3001<\/p>\n<pre class=\"post-pre\"><code>$ pyenv install --list\r\n<\/code><\/pre>\n<p>\u3057\u3066Anaconda\u306e\u6700\u65b0\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u63a2\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u6642\u70b9\u3067\u306f3-4.2.0\u304c\u6700\u65b0\u3060\u3063\u305f<br \/>\n\u306e\u3067\u30013-4.2.0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<pre class=\"post-pre\"><code>$ pyenv install anaconda3-4.2.0\r\n$ pyenv global anaconda3-4.2.0\r\n$ pyenv rehash\r\n<\/code><\/pre>\n<h1>X11 GUI\u74b0\u5883\u306e\u6574\u5099<\/h1>\n<p>\u53c2\u8003\u8a18\u4e8b[2]\u3092\u53c2\u8003\u306b\u3057\u3066X11 GUI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3048\u308b\u74b0\u5883\u3092\u6574\u3048\u307e\u3059\u3002<\/p>\n<p>windows\u306b\u306f\u4ee5\u4e0b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br \/>\n* Xming-6-9-0-31-setup.exe<br \/>\n* Xming-fonts-7-7-0-10-setup.exe<\/p>\n<p>\u305d\u306e\u3042\u3068\u306bBash on Ubuntu on Windows\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067X11\u3092\u5165\u308c\u3066\u3001DISPLAY\u306e\u8a2d\u5b9a\u3082.bashrc\u306b\u66f8\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ sudo aptitude install x11-apps\r\n$ echo 'export DISPLAY=localhost:0.0' &gt;&gt; ~\/.bashrc\r\n$ source ~\/.bashrc\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306bxclock\u3092\u8868\u793a\u3055\u305b\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ xclock\r\n<\/code><\/pre>\n<h1>matplotlib\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>jupyter\u3067\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3055\u305b\u308b\u305f\u3081\u306b\u306fmatplotlib\u304c\u5fc5\u8981\u306a\u306e\u3067\u3001\u305d\u306e\u6e96\u5099\u3092\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>sudo aptitude install libqtgui4\r\nconda install matplotlib\r\n<\/code><\/pre>\n<p>\u307e\u305f\u6b21\u306e\u30b3\u30fc\u30c9\u3067\u4f7f\u3046numpy\u304cmkl\u5bfe\u5fdc\u306b\u306a\u3063\u3066\u3044\u3066\u3001\u30a8\u30e9\u30fc\u306b\u306a\u308b\u306e\u3067\u3001<br \/>\nnomkl\u306e\u3082\u306e\u306b\u5165\u308c\u66ff\u3048\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>conda install nomkl\r\nconda update --all\r\n<\/code><\/pre>\n<p>\u3053\u306e\u72b6\u614b\u3067\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001sin\u30ab\u30fc\u30d6\u306e\u753b\u50cf\u304c\u4f5c\u3089\u308c\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib<\/span>\r\n<span class=\"n\">matplotlib<\/span><span class=\"p\">.<\/span><span class=\"n\">use<\/span><span class=\"p\">(<\/span><span class=\"s\">'Agg'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">matplotlib.pyplot<\/span> <span class=\"k\">as<\/span> <span class=\"n\">plt<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"n\">x<\/span> <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">linspace<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">,<\/span> <span class=\"mi\">10<\/span><span class=\"p\">,<\/span> <span class=\"mi\">100<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">y<\/span>  <span class=\"o\">=<\/span> <span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">sin<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">plot<\/span><span class=\"p\">(<\/span><span class=\"n\">x<\/span><span class=\"p\">,<\/span> <span class=\"n\">y<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">plt<\/span><span class=\"p\">.<\/span><span class=\"n\">savefig<\/span><span class=\"p\">(<\/span><span class=\"s\">'sin_curve.png'<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h1>jupyter\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>Bash on Ubuntu on Windows\u3067\u306flibzmq3\u5468\u308a\u3067\u30a8\u30e9\u30fc\u306b\u306a\u308b\u306e\u3067\u3001\u305d\u308c\u306b\u5bfe\u5fdc\u3057\u305flibzmq3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ sudo add-apt-repository ppa:aseering\/wsl\r\n$ sudo aptitude update\r\n$ sudo aptitude install libzmq3\r\n$ conda install -c jzuhone zeromq=4.1.dev0\r\n$ conda install jupyter\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306b\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308c\u3070\u3001Jupyter\u304c\u7acb\u3061\u4e0a\u304c\u308a\u3001http:\/\/localhost:8888\/<br \/>\n\u3067\u63a5\u7d9a\u3057\u3066python\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter notebook --no-browser\r\n<\/code><\/pre>\n<p>\u5148\u307b\u3069\u306ematplotlib\u306e\u30b0\u30e9\u30d5\u3092jupyter\u306enotebook\u3067\u30a4\u30f3\u30e9\u30a4\u30f3\u3067\u8868\u793a\u3055\u305b\u305f\u3044<br \/>\n\u5834\u5408\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u66f8\u304f\u3053\u3068\u3067jupyter\u306enotebook\u306b\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>%matplotlib inline\r\nimport matplotlib.pyplot as plt\r\nimport numpy as np\r\nx = np.linspace(0, 10, 100)\r\ny  = np.sin(x)\r\nplt.plot(x, y)\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d657037434c4406d07050\/30-0.png\" alt=\"sin_curve.PNG\" \/><\/div>\n<h1>Tensorflow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p>\u53c2\u8003\u8a18\u4e8b[1]\u3092\u53c2\u8003\u306b\u3057\u3066anaconda<br \/>\n\u306e\u74b0\u5883\u306bTensorflow\u3092\u3044\u308c\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>conda install -c conda-forge tensorflow\r\n<\/code><\/pre>\n<p>\u6700\u5f8c\u306bJupyter\u306eNotebook\u4e0a\u3067\u3001https:\/\/www.tensorflow.org\/get_started\/<br \/>\n\u306b\u3042\u308b\u30b3\u30fc\u30c9\u3092\u5f35\u308a\u4ed8\u3051\u3066\u5b9f\u884c\u3059\u308b\u3068\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304f\u308b\u306e\u3067\u3001<br \/>\nTensorflow\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d657037434c4406d07050\/35-0.png\" alt=\"tensor_flow_tutorial.PNG\" \/><\/div>\n<h1>\u53c2\u8003\u8a18\u4e8b<\/h1>\n<p>\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u9802\u304d\u307e\u3057\u305f\u3002\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\u3002<br \/>\n1.Bash on Ubuntu on Windows\u3067TensorFlow\u3092\u4f7f\u3046\u305f\u3081\u306e\u30e1\u30e2<br \/>\n2.Bash on Ubuntu on Windows + Xming\u306b\u3088\u308bGUI<br \/>\n3.Cygwin\u7d76\u5bfe\u6bba\u3059\u30de\u30f3 \uff5e\u7269\u7406\u306e\u30aa\u30bf\u30af\u304cWindows Subsystem for Linux\u3067\u6570\u5024\u8a08\u7b97\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\uff5e<br \/>\n4.Jupyter Notebook\u3067\u3044\u3058\u3063\u3066\u5b66\u3076TensorFlow &#8211; MNIST For ML Beginners<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jupyter Notebook\u3067\u3044\u3058\u3063\u3066\u5b66\u3076TensorFlow &#8211; MNIST For ML  [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46617","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, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46617-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"Jupyter Notebook\u3067\u3044\u3058\u3063\u3066\u5b66\u3076TensorFlow &#8211; MNIST For ML [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46617-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-05T04:53:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-28T16:15:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d657037434c4406d07050\/30-0.png\" \/>\n<meta name=\"author\" content=\"\u5b87, \u534e\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u5b87, \u534e\" \/>\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\" 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