{"id":8698,"date":"2020-01-13T12:01:15","date_gmt":"2020-01-13T12:01:15","guid":{"rendered":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=8698"},"modified":"2020-01-13T16:08:48","modified_gmt":"2020-01-13T16:08:48","slug":"%e4%bd%9c%e6%a5%ad%e3%83%a1%e3%83%a220200113python%e3%81%ae%e7%92%b0%e5%a2%83%e3%82%92%e7%94%a8%e6%84%8f%e3%81%99%e3%82%8b","status":"publish","type":"post","link":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=8698","title":{"rendered":"(\u4f5c\u696d\u30e1\u30e2)20200113 python\u306e\u74b0\u5883\u3092\u7528\u610f\u3059\u308b"},"content":{"rendered":"<p><a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/index.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/index-300x197.png\" alt=\"\" width=\"300\" height=\"197\" class=\"aligncenter size-medium wp-image-8709\" srcset=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/index-300x197.png 300w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/index.png 383w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><br \/>\npython \u306e\u74b0\u5883\u69cb\u7bc9\u306e\u8a71\u3067\u3059\u3002\u300e<a href=\"https:\/\/www.oreilly.co.jp\/books\/9784873118413\/\">python \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30cf\u30f3\u30c9\u30d6\u30c3\u30af<\/a>\u300f\u3092\u8aad\u3080\u6e96\u5099\u3068\u3057\u3066\u3001conda \u3092\u5229\u7528\u3057\u305f\u74b0\u5883\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u672c\u306f\u82f1\u8a9e\u306a\u3089<a href=\"https:\/\/jakevdp.github.io\/PythonDataScienceHandbook\/\">\u30aa\u30f3\u30e9\u30a4\u30f3\u7248<\/a>\u304c\u3042\u308b\u3002<\/p>\n<p><strong>\u53c2\u8003\u30b5\u30a4\u30c8<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/codelabo.com\/1139\/\">Ubuntu 18.04\u306bMiniConda\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/a><\/li>\n<li><a href=\"https:\/\/ai-inter1.com\/jupyter-notebook\/\">\u56f3\u89e3\uff01Jupyter Notebook\u3092\u5fb9\u5e95\u89e3\u8aac\uff01(\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30fb\u4f7f\u3044\u65b9)<\/a><\/li>\n<\/ul>\n<p>\u6700\u521d\u306f miniconda \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<a href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\">\u3053\u3061\u3089\u304b\u3089<\/a>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002\u81ea\u5206\u306e\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u76f4\u4e0b\u306b\u79fb\u3057\u3066\u3001\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u901a\u5e38\u30e6\u30fc\u30b6\u30fc\u3067\u6253\u3061\u307e\u3057\u305f\u3002<\/p>\n<ul><code>bash Miniconda3-latest-Linux-x86_64.sh<\/code><\/ul>\n<p>\u3044\u304f\u3064\u304b\u8cea\u554f\u306b\u7b54\u3048\u308b\u3068\u3001\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u30fc\u306b miniconda3 \u3068\u3044\u3046\u30d5\u30a9\u30eb\u30c0\u30fc\u304c\u4f5c\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u7d9a\u3044\u3066\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u3059\u3002\u7aef\u672b\u306f\u4e00\u65e6\u9589\u3058\u3066\u958b\u304d\u76f4\u3057\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u5909\u308f\u3063\u3066\u3001base \u304c\u5148\u982d\u306b\u4ed8\u304d\u307e\u3059\u3002\u307e\u305a\u306f numpy \u306a\u3069\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n<ul>\n<code>conda install numpy<\/code>\n<\/ul>\n<p>\u3053\u3093\u306a\u611f\u3058\u3067\u3001pandas, scikit-learn, matplotlib, seaborn \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u672c\u306b\u306f\u3001ipython-notebook \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3088\u3046\u306b\u66f8\u3044\u3066\u3042\u308b\u306e\u3067\u3059\u304c\u3001\u3053\u308c\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3002\u305f\u3076\u3093 jupyter \u3067\u826f\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<code>conda install jupyter<\/code>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306f miniconda3\/pkgs \u30d5\u30a9\u30eb\u30c0\u30fc\u306b\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n<p>\u7d9a\u3051\u3066\u3001\u74b0\u5883\uff1f\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002 &#8220;ml&#8221; \u3068\u3044\u3046\u540d\u79f0\u306e\u74b0\u5883\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<code>conda create -n 'ml' python=3.7<\/code>\n<\/ul>\n<p>miniconda3\/envs\/ml \u30d5\u30a9\u30eb\u30c0\u304c\u4f5c\u6210\u3055\u308c\u3066\u8272\u3005\u3068\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059\u3002\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30a4\u30c8\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<code>source activate 'ml'<\/code>\n<\/ul>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5148\u982d\u304c base \u304b\u3089 ml \u306b\u5909\u5316\u3057\u307e\u3059\u3002\u3053\u3053\u3067 jupyter notebook \u3092\u8d77\u52d5\u3057\u3088\u3046\u3068\u3057\u305f\u3089\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u3002\u305d\u3053\u3067 &#8220;ml&#8221; \u74b0\u5883\u3067\u3082 jupyter \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3089 notebook \u304c\u8d77\u52d5\u3067\u304d\u305f\u3002\u3053\u306e\u3078\u3093\u306f\u3069\u3046\u306a\u3063\u3066\u3044\u308b\u306e\u304b\uff1f<\/p>\n<ul>\n<code>jupyter notebook<\/code>\n<\/ul>\n<p>\u30d6\u30e9\u30a6\u30b6\u304c\u8d77\u52d5\u3057\u3066\u3001\u3053\u3093\u306a\u611f\u3058\u306e\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u308b\u3002<br \/>\n<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a-300x244.png\" alt=\"\" width=\"300\" height=\"244\" class=\"aligncenter size-medium wp-image-8716\" srcset=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a-300x244.png 300w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a-768x624.png 768w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a-600x487.png 600w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113a.png 975w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><br \/>\n\u4e0a\u8a18\u306e\u753b\u9762\u3067\u4f5c\u696d\u7528\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u3092\u4f5c\u6210\u53ef\u80fd\u3067\u3042\u308b\uff08new \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\uff09\u3002\u9069\u5f53\u306a\u540d\u524d\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u304c\u3067\u304d\u308b\u304c\u3001\u305d\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u308b\u3068\u3001\u4e0a\u90e8\u306brename \u30bf\u30d6\u304c\u73fe\u308c\u308b\u306e\u3067\uff0c\u540d\u79f0\u306e\u5909\u66f4\u3082\u3067\u304d\u308b\u3002\u30d5\u30a9\u30eb\u30c0\u30fc\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3066\uff0c\u53f3\u4e0a\u65b9\u306e new \u30bf\u30d6\u304b\u3089 python3 \u3092\u9078\u629e\u3059\u308b\u3068\u4e0b\u56f3\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30bf\u30d6\u304c\u8868\u793a\u3055\u308c\u308b\u3002<br \/>\n<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b-300x115.png\" alt=\"\" width=\"300\" height=\"115\" class=\"aligncenter size-medium wp-image-8720\" srcset=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b-300x115.png 300w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b-768x295.png 768w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b-600x231.png 600w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/01\/20200113b.png 967w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>python \u306e\u74b0\u5883\u69cb\u7bc9\u306e\u8a71\u3067\u3059\u3002\u300epython \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30cf\u30f3\u30c9\u30d6\u30c3\u30af\u300f &#8230; <a class=\"more-link\" href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=8698\">Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-8698","post","type-post","status-publish","format-standard","hentry","category-column"],"_links":{"self":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8698","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8698"}],"version-history":[{"count":23,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8698\/revisions"}],"predecessor-version":[{"id":8724,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8698\/revisions\/8724"}],"wp:attachment":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8698"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8698"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8698"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}