{"id":1392,"date":"2025-04-27T12:00:03","date_gmt":"2025-04-27T04:00:03","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/04\/27\/jupyter-%e6%8f%92%e4%bb%b6%e9%85%8d%e7%bd%ae%e5%92%8c%e4%b8%bb%e9%a2%98%e8%ae%be%e7%bd%ae\/"},"modified":"2025-04-27T12:00:03","modified_gmt":"2025-04-27T04:00:03","slug":"jupyter-%e6%8f%92%e4%bb%b6%e9%85%8d%e7%bd%ae%e5%92%8c%e4%b8%bb%e9%a2%98%e8%ae%be%e7%bd%ae","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/04\/27\/jupyter-%e6%8f%92%e4%bb%b6%e9%85%8d%e7%bd%ae%e5%92%8c%e4%b8%bb%e9%a2%98%e8%ae%be%e7%bd%ae\/","title":{"rendered":"Jupyter \u63d2\u4ef6\u914d\u7f6e\u548c\u4e3b\u9898\u8bbe\u7f6e"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"markdown_views prism-atom-one-dark\" id=\"content_views\">\n  <svg style=\"display: none;\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n   <path d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" stroke-linecap=\"round\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\">\n   <\/path>\n  <\/svg><\/p>\n<h3>\n   <a id=\"Jupyter__0\"><br \/>\n   <\/a><br \/>\n   Jupyter \u63d2\u4ef6\u914d\u7f6e\u548c\u4e3b\u9898\u8bbe\u7f6e<br \/>\n  <\/h3>\n<p>\n   \u524d\u63d0\u9700\u8981\u5b89\u88c5Anaconda \u6216\u8005\u7cfb\u7edf\u5df2\u6709Jupyter\u3002\n  <\/p>\n<p>\n   \u5373\u4f7f\u60f3\u5728conda \u865a\u62df\u73af\u5883\u4e2d\u4f7f\u7528Jupyter \u4e5f\u4e0d\u7528\u5728\u865a\u62df\u73af\u5883\u4e2d\u91cd\u65b0\u5b89\u88c5\u548c\u914d\u7f6eJupyter\u76f8\u5173\u5305\u3002\n  <\/p>\n<p>\n   \u5728base\u73af\u5883\u4e2d\uff0c\u4e0b\u8f7d\u63d2\u4ef6\u7ba1\u7406\u5305\uff1a\n  <\/p>\n<pre><code>pip install jupyter_contrib_nbextensions -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n<\/code><\/pre>\n<p>\n   \u5b89\u88c5\u6210\u529f\u540e\uff0c\u4f1a\u63d0\u793anbextensions_configurator build \u5931\u8d25\u3002\u91cd\u65b0pip \u4e00\u4e0b\u3002\n  <\/p>\n<pre><code>pip install jupyter_nbextensions_configurator -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n<\/code><\/pre>\n<p>\n   \u8fd9\u65f6\uff0c\u518d\u6253\u5f00jupyter \u5c31\u80fd\u770b\u89c1\u63d2\u4ef6\u5305\u4e86\u3002\n  <\/p>\n<\/p>\n<p>\n   \u4e00\u4e9b\u6211\u81ea\u5df1\u5e38\u7528\u7684\u63d2\u4ef6\uff1a\n  <\/p>\n<\/p>\n<p>\n   \u7ea2\u6846\u6807\u6ce8\u7684\u662f\u6211\u4e2a\u4eba\u5e38\u7528\u7684\uff0c\u5176\u4ed6\uff0c\u5c31\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8fdb\u884c\u9009\u62e9\u5c31\u884c\u3002\n  <\/p>\n<h6>\n   <a id=\"JupyterwebPyCharm_30\"><br \/>\n   <\/a><br \/>\n   Jupyter\u59cb\u7ec8\u53ea\u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684web\u7aef\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u5c0f\u4f5c\u4e1a\uff0c\u548c\u5c0f\u6a21\u578b\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\uff0c\u5f53\u6a21\u578b\u548c\u6570\u636e\u96c6\u4e0a\u5347\u51e0\u4e2a\u91cf\u7ea7\uff0c\u8fd8\u662f\u63a8\u8350\u7528PyCharm\u3002<br \/>\n  <\/h6>\n<h6>\n   <a id=\"_32\"><br \/>\n   <\/a><br \/>\n   \u4e00\u4e9b\u63d2\u4ef6\u4e2d\u82f1\u6587\u5bf9\u7167\uff1a<br \/>\n  <\/h6>\n<p>\n   2to3 Converter : \u5c06Python2\u4ee3\u7801\u8f6c\u6362\u4e3aPython3\u4ee3\u7801\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Autosavetime : \u53ef\u8bbe\u7f6e\u81ea\u52a8\u4fdd\u5b58\u7684\u65f6\u95f4\u95f4\u9694<br \/>\n   <br \/>\n   Autoscroll : \u8bbe\u7f6e\u5c4f\u5e55\u81ea\u52a8\u6eda\u52a8\u9608\u503c\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Cell Filter : \u4f9d\u636e\u6807\u7b7e\u8fc7\u6ee4\u5355\u5143\u683c\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Code preffify : \u4ee3\u7801\u7f8e\u5316\u7684\u5de5\u5177(\u9700\u8981\u5b89\u88c5yapf\u5305)<br \/>\n   <br \/>\n   Codefolding : \u589e\u52a0\u6298\u53e0\u4ee3\u7801\u7684\u529f\u80fd(\u5305\u62ecPython\u4f9d\u636e\u7f29\u8fdb\u6298\u53e0\u3001\u5176\u4ed6\u4ee3\u7801\u4f9d\u636e\u65b9\u62ec\u53f7\u6298\u53e0\u3001\u4f9d\u636e\u6ce8\u91ca\u6298\u53e0)<br \/>\n   <br \/>\n   datestamper : \u5c06\u5f53\u524d\u65e5\u671f\u548c\u65f6\u95f4\u7c98\u8d34\u5230\u5355\u5143\u683c\u4e2d\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Equation Auto Numbering : \u516c\u5f0f\u81ea\u52a8\u7f16\u53f7\u5de5\u5177<br \/>\n   <br \/>\n   ExecuteTime : \u8bb0\u5f55\u4e0a\u4e00\u6b21\u8fd0\u884c\u4ee3\u7801\u5355\u5143\u7684\u65f6\u95f4\u4ee5\u53ca\u8fd0\u884c\u82b1\u8d39\u7684\u65f6\u95f4<br \/>\n   <br \/>\n   Export Embedded HTML : \u5c06notebook\u5bfc\u51fa\u4e3aHTML\u6587\u4ef6\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Gist-it : \u4e00\u952e\u53d1\u5e03Github\u7684gist\u529f\u80fd<br \/>\n   <br \/>\n   Hide Header : \u589e\u52a0\u9690\u85cf\u6807\u9898\u680f\u3001\u83dc\u5355\u680f\u548c\u5de5\u5177\u680f\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Hide input : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u9690\u85cf\u6307\u5b9a\u4ee3\u7801\u5355\u5143\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Hide input all : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u9690\u85cf\u6240\u6709\u4ee3\u7801\u5355\u5143\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Highlight selected word : \u9ad8\u4eae\u663e\u793a\u88ab\u9009\u4e2d\u7684\u5bf9\u8c61\u4ee5\u53ca\u6240\u6709\u4ee3\u7801\u5355\u5143\u4e2d\u8be5\u5bf9\u8c61\u7684\u6240\u6709\u5b9e\u4f8b<br \/>\n   <br \/>\n   hightlighter : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u8367\u5149\u7b14\u529f\u80fd\uff0c\u53ef\u4ee5\u9ad8\u4eae\u663e\u793a\u6846\u9009\u7684\u5185\u5bb9<br \/>\n   <br \/>\n   Hinterland : \u81ea\u52a8\u8865\u5168\u529f\u80fd<br \/>\n   <br \/>\n   Initialization cells : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u8fd0\u884c\u6240\u6709\u88ab\u6846\u9009\u4e3a\u201c\u521d\u59cb\u5316\u4ee3\u7801\u5355\u5143\u201d\u7684\u4ee3\u7801\u5355\u5143<br \/>\n   <br \/>\n   insort formatter : \u6392\u5e8f\u4ee3\u7801\u5355\u5143\u4e2d\u5bfc\u5165\u7684\u5305(\u9700\u8981\u5b89\u88c5isort\u5305)<br \/>\n   <br \/>\n   Keyboard shortcut editor : \u521b\u5efa\/\u4fee\u6539\/\u5220\u9664Jupyter\u7684\u5feb\u6377\u952e<br \/>\n   <br \/>\n   Launch QTConsole : \u4f7f\u7528QTConsole\u5185\u6838<br \/>\n   <br \/>\n   Limit Output : \u663e\u793a\u4ee3\u7801\u5355\u5143\u8f93\u51fa\u7684\u6587\u672c\u6216HTML\u7684\u5b57\u7b26\u6570<br \/>\n   <br \/>\n   Move selected cells: \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u4e0a\u4e0b\u79fb\u52a8\u5355\u5143\u683c\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Navigation-Hotkeys : \u589e\u52a0\u7528\u4e8e\u5bfc\u822a\u7684\u5feb\u6377\u952e<br \/>\n   <br \/>\n   nb Translate : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u8bed\u8a00\u7ffb\u8bd1\u5de5\u5177<br \/>\n   <br \/>\n   Notify : \u589e\u52a0\u5728Jupyter\u5185\u6838\u7a7a\u95f2\u65f6\u7684\u901a\u77e5\u63d0\u793a\u529f\u80fd(\u9002\u5408\u8fd0\u884c\u5f88\u8017\u65f6\u7684\u60c5\u51b5)<br \/>\n   <br \/>\n   Printview : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u5c06\u5f53\u524dnotebook\u8f93\u51fa\u4e3ahtml\u6216pdf\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Rubberband : \u5141\u8bb8\u8fdb\u884c\u591a\u4e2a\u5355\u5143\u7684\u9009\u62e9<br \/>\n   <br \/>\n   Ruler : \u589e\u52a0\u6807\u5c3a\u529f\u80fd<br \/>\n   <br \/>\n   Runtools : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u4e86\u66f4\u591a\u8fd0\u884c\u5404\u4e2a\u5355\u5143\u7684\u65b9\u6cd5<br \/>\n   <br \/>\n   Scratchpad : \u589e\u52a0\u4fbf\u7b3a\u5f0f\u5355\u5143\uff0c\u53ef\u4ee5\u9488\u5bf9\u5f53\u524d\u5185\u6838\u6267\u884c\u4ee3\u7801\uff0c\u800c\u65e0\u9700\u4fee\u6539notebook\u4e2d\u7684\u5185\u5bb9<br \/>\n   <br \/>\n   ScrollDown : \u81ea\u52a8\u5728\u9009\u4e2d\u5355\u5143\u683c\u65f6\u5411\u4e0b\u6eda\u52a8<br \/>\n   <br \/>\n   Select CodeMirror Keymap : \u4f7f\u7528CodeMirror\u83b7\u53d6\u952e\u76d8\u6620\u5c04\uff0c\u53ef\u4ee5\u7981\u7528\u975eJupyter\u7684\u5176\u4ed6\u6d4f\u89c8\u5668\u5feb\u6377\u952e<br \/>\n   <br \/>\n   SKILL Syntax : CodeMirror\u7684Skill\u6a21\u5757<br \/>\n   <br \/>\n   Skip-Traceback : \u8df3\u8fc7\u62a5\u9519\u7684\u8def\u5f84\u8ffd\u8e2a\uff0c\u53ea\u663e\u793a\u9519\u8bef\u540d\u79f0\u548c\u7c7b\u578b\u7684\u6458\u8981<br \/>\n   <br \/>\n   Snippets : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u6dfb\u52a0\u6307\u5b9a\u4ee3\u7801\u5355\u5143\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Snippets Menu : \u5728\u83dc\u5355\u680f\u4e2d\u589e\u52a0\u53ef\u81ea\u5b9a\u4e49\u7684\u83dc\u5355\u680f\uff0c\u7528\u4ee5\u63d2\u5165\u4ee3\u7801\u7247\u6bb5<br \/>\n   <br \/>\n   spellchecker : \u62fc\u5199\u68c0\u67e5\uff0c\u9ad8\u4eae\u663e\u793a\u62fc\u5199\u9519\u8bef\u7684\u5355\u8bcd<br \/>\n   <br \/>\n   Split Cells Notebook : \u589e\u52a0\u62c6\u5206\u5355\u5143\u683c\u7684\u547d\u4ee4<br \/>\n   <br \/>\n   Table of Contents(2) : \u589e\u52a0\u6d6e\u52a8\u76ee\u5f55\u529f\u80fd<br \/>\n   <br \/>\n   table_beautifier : \u7f8e\u5316\u8f93\u51fa\u7684\u5355\u5143\u683c<br \/>\n   <br \/>\n   Toggle all line numbers : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u4e00\u4e2a\u63a7\u5236\u6240\u6709\u5355\u5143\u683c\u884c\u53f7\u662f\u5426\u663e\u793a\u7684\u5de5\u5177<br \/>\n   <br \/>\n   Tree Filter : \u5728Jupyter\u7b14\u8bb0\u672c\u6587\u4ef6\u6811\u9875\u9762\u4e2d\u589e\u52a0\u6309\u6587\u4ef6\u540d\u8fc7\u6ee4\u7684\u529f\u80fd<br \/>\n   <br \/>\n   Variable Inspector : \u5728\u5de5\u5177\u680f\u4e2d\u589e\u52a0\u53d8\u91cf\u68c0\u67e5\u7684\u529f\u80fd\n  <\/p>\n<h4>\n   <a id=\"Jupyter_79\"><br \/>\n   <\/a><br \/>\n   Jupyter\u4e3b\u9898<br \/>\n  <\/h4>\n<p>\n   Jupyter\u60f3\u8981\u4f7f\u7528\u4e3b\u9898\uff0c\u9996\u5148\u9700\u8981\u4e0b\u8f7d\u4e3b\u9898\u5305\u7136\u540e\u66f4\u65b0\u5230\u6700\u65b0\u7248\uff1a\n  <\/p>\n<pre><code>pip install jupyterthemes -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n# upgrade to latest version\npip install --upgrade jupyterthemes\n<\/code><\/pre>\n<p>\n   \u67e5\u770b\u6240\u6709\u7684\u4e3b\u9898\u5217\u8868\uff1a\n  <\/p>\n<pre><code>jt -l\n\nAvailable Themes:\n   chesterish\n   grade3\n   gruvboxd\n   gruvboxl\n   monokai\n   oceans16\n   onedork\n   solarizedd\n   solarizedl\n<\/code><\/pre>\n<p>\n   \u9009\u62e9\u4e3b\u9898\uff1a\n  <\/p>\n<pre><code>jt -t theme_name -T -N\n<\/code><\/pre>\n<p>\n   -T\u662f\u4e3a\u4e86\u5e26\u4e0a\u5de5\u5177\u680f\uff0c-N\u662f\u4e3a\u4e86\u663e\u793a\u9876\u90e8\u6587\u4ef6\u540d\uff0c\u4e3b\u9898\u4e5f\u80fd\u66f4\u6539\u5b57\u4f53\u5927\u5c0f\u4e4b\u7c7b\u7684\uff0c\u76f8\u5173\u53ef\u4ee5\u67e5\u770bjupyterthemes\u7684github\u5730\u5740\uff1a<br \/>\n   <a href=\"https:\/\/github.com\/dunovank\/jupyter-themes\"><br \/>\n    https:\/\/github.com\/dunovank\/jupyter-themes<br \/>\n   <\/a>\n  <\/p>\n<h5>\n   <a id=\"chesterish_114\"><br \/>\n   <\/a><br \/>\n   chesterish<br \/>\n  <\/h5>\n<\/p>\n<h5>\n   <a id=\"grade3_121\"><br \/>\n   <\/a><br \/>\n   grade3<br \/>\n  <\/h5>\n<\/p>\n<h5>\n   <a id=\"gruvboxd_127\"><br \/>\n   <\/a><br \/>\n   gruvboxd<br \/>\n  <\/h5>\n<\/p>\n<h5>\n   <a id=\"gruvboxl_131\"><br \/>\n   <\/a><br \/>\n   gruvboxl<br \/>\n  <\/h5>\n<\/p>\n<h5>\n   <a id=\"monokai_135\"><br \/>\n   <\/a><br \/>\n   monokai<br \/>\n  <\/h5>\n<p>\n   \n  <\/p>\n<h5>\n   <a id=\"oceans16_140\"><br \/>\n   <\/a><br \/>\n   oceans16<br \/>\n  <\/h5>\n<p>\n   \n  <\/p>\n<h5>\n   <a id=\"onedork_144\"><br \/>\n   <\/a><br \/>\n   onedork<br \/>\n  <\/h5>\n<p>\n   \n  <\/p>\n<h5>\n   <a id=\"solarizedd_150\"><br \/>\n   <\/a><br \/>\n   solarizedd<br \/>\n  <\/h5>\n<p>\n   \n  <\/p>\n<h5>\n   <a id=\"solarizedl_156\"><br \/>\n   <\/a><br \/>\n   solarizedl<br \/>\n  <\/h5>\n<\/p>\n<p>\n   \u4e2a\u4eba\u4e00\u76f4\u7528onedork\uff0c\u81f3\u4e8e\u5176\u4ed6\u4e3b\u9898\uff0c\u770b\u4e2a\u4eba\u559c\u597d\u3002<br \/>\n   <br \/>\n   \u4ee5\u4e3a\u5de5\u4f5c\u540e\u4e0d\u4f1a\u518d\u7528python\u4e86\uff0c\u7ed3\u679c\uff0c\u54c8\u54c8\u54c8\uff0c\u91cd\u65b0\u641e\u8d77\u6765\u3002\n  <\/p>\n<\/p><\/div>\n<link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/markdown_views-a5d25dd831.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/style-e504d6a974.css\" 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