{"id":898,"date":"2025-12-22T01:26:00","date_gmt":"2025-12-21T17:26:00","guid":{"rendered":"https:\/\/himpqblog.cn\/?p=898"},"modified":"2026-01-19T22:17:08","modified_gmt":"2026-01-19T14:17:08","slug":"windows-%e8%bf%9c%e7%a8%8b%e4%b8%bb%e6%9c%ba-jupyter-%e7%9a%84%e8%bf%9c%e7%a8%8b%e7%8e%af%e5%a2%83%e6%9e%84%e5%bb%ba","status":"publish","type":"post","link":"https:\/\/himpqblog.cn\/index.php\/archives\/898","title":{"rendered":"Windows \u8fdc\u7a0b\u4e3b\u673a Jupyter \u7684\u8fdc\u7a0b\u73af\u5883\u6784\u5efa"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"545\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-2-1024x545.png\" alt=\"\" class=\"wp-image-902\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-2-1024x545.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-2-300x160.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-2-768x409.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-2.png 1307w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Jupyter Notebook \u662fPython\u7684\u53ef\u4ea4\u4e92\u5f0f\u73b0\u4ee3\u5316\u8fd0\u884c\u9762\u677f\uff0c\u80fd\u591f\u5728\u8fdc\u7a0b\u6267\u884c\u4ee3\u7801\u5757\u3001\u4fdd\u7559Python\u73af\u5883\u7b49\uff0c\u4e14\u5bf9\u4e8eOpenCV\u3001Matplotlib\u7b49\u56fe\u5f62\u5e93\u5728\u8f93\u51fa\u65f6\u4e0d\u4f1a\u56e0\u7a97\u53e3\u5835\u585e\uff0c\u800c\u662f\u76f4\u63a5\u8f93\u51fa\u5230VSCode\u7684Jupyter Notebook\u89c6\u56fe\u4e2d\uff0c\u4e14\u517c\u5bb9tqdm\u7b49\u8fdb\u5ea6\u6761\u5e93\uff0c\u5bf9\u4e8e\u6a21\u578b\u8bad\u7ec3\u7b49\u9700\u6c42\u975e\u5e38\u4fbf\u6377\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1 &#8211; Jupyter \u5b89\u88c5 &amp; \u914d\u7f6e<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\npython -m pip install jupyter notebook\n<\/pre><\/div>\n\n\n<p>\u4f7f\u7528<strong> jupyter notebook <\/strong>\u547d\u4ee4\u542f\u52a8\u4e00\u6b21Jupyter\u670d\u52a1\u5668\u3002<\/p>\n\n\n\n<p>\u968f\u540e\u5728C:\/Users\/[\u4f60\u7684\u7528\u6237\u540d]\/.jupyter\u4e0b\u627e\u5230jupyter_notebook_config.py\uff1a<br><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"351\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1024x351.png\" alt=\"\" class=\"wp-image-899\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1024x351.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-300x103.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-768x263.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image.png 1318w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7f16\u8f91jupyter_notebook_config.py\uff0c\u52a0\u5165\u4ee5\u4e0b\u5185\u5bb9\uff1a<br><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nc.ServerApp.ip = &quot;0.0.0.0&quot;\nc.ServerApp.port = 8888 # \u8bbe\u7f6e\u670d\u52a1\u5668\u7684\u7aef\u53e3\nc.ServerApp.open_browser = False\n\nc.ServerApp.token = &quot;\u8bbe\u7f6e\u4e00\u4e2a\u5bc6\u7801&quot;\nc.ServerApp.allow_remote_access = True\nc.ServerApp.allow_root = True\n<\/pre><\/div>\n\n\n<p>\u968f\u540e\u518d\u6b21\u542f\u52a8 <strong>python -m jupyter notebook<\/strong> \uff0c\u4f7f\u7528\u6d4f\u89c8\u5668\u5728\u4e3b\u673a\u4e0a\u8bbf\u95ee localhost:[\u4f60\u8bbe\u7f6e\u7684Jupyter\u7aef\u53e3]\uff0c\u8f93\u5165\u8bbe\u7f6e\u7684\u670d\u52a1\u5668token\uff0c\u51fa\u73b0\u8fd9\u4e2a\u9875\u9762\uff1a<br><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"185\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-1024x185.png\" alt=\"\" class=\"wp-image-901\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-1024x185.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-300x54.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-768x139.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-1536x278.png 1536w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-1-2048x371.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2 &#8211; FRP\u5185\u7f51\u7a7f\u900f\u642d\u5efa<\/h2>\n\n\n\n<p>\u53ef\u4ee5\u767d\u5ad6Azure\u7684\u4e91\u670d\u52a1\u5668\uff0c\u6216\u8005\u4f60\u81ea\u5df1\u6709Linux\u5185\u7f51\u7a7f\u900f\u3002<\/p>\n\n\n\n<p>\u5728\u8fdc\u7a0b\u7684Linux\u6709\u516c\u7f51ip\u7684\u670d\u52a1\u5668\u6267\u884c\u5982\u4e0b\u547d\u4ee4\uff1a<br><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: bash; title: ; notranslate\" title=\"\">\nwget https:\/\/github.com\/fatedier\/frp\/releases\/download\/v0.52.3\/frp_0.52.3_linux_amd64.tar.gz\ntar -zxvf frp_0.52.3_linux_amd64.tar.gz\ncd frp_0.52.3_linux_amd64\nvim frps.toml\n<\/pre><\/div>\n\n\n<p>\u4fee\u6539\u6587\u4ef6\u5185\u5bb9\uff1a<br><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: yaml; title: ; notranslate\" title=\"\">\n# \u4f60\u8981\u7ed1\u5b9a\u7684\u7aef\u53e3\nbindPort = 7000\n<\/pre><\/div>\n\n\n<p>\u542f\u52a8frpc\u670d\u52a1\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: bash; title: ; notranslate\" title=\"\">\nnohup .\/frps -c frps.toml &amp;\n<\/pre><\/div>\n\n\n<p>\u968f\u540e\u5728Windows\u4e3b\u673a\u4e0a\u4e5f\u90e8\u7f72frp:<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/fatedier\/frp\">fatedier\/frp: A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.<\/a><\/p>\n\n\n\n<p>\u914d\u7f6efrpc.toml(Windows)\uff1a<br><br><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nserverAddr = &quot;\u4f60\u7684\u516c\u7f51IP&quot;\nserverPort = \u5185\u7f51\u7a7f\u900f\u670d\u52a1\u5668\u7684\u7ed1\u5b9a\u7aef\u53e3\n\n&#x5B;&#x5B;proxies]]\nname = &quot;ssh&quot;\ntype = &quot;tcp&quot;\nlocalIP = &quot;127.0.0.1&quot;\nlocalPort = \u8f6c\u53d1\u672c\u5730\u7684\u7aef\u53e3\uff08ssh\u4e3a22\uff09\nremotePort = \u8981\u7ed1\u5b9a\u5230\u5185\u7f51\u7a7f\u900f\u670d\u52a1\u5668\u7684\u7aef\u53e3\n<\/pre><\/div>\n\n\n<p>\u542f\u52a8\u5e76\u6d4b\u8bd5\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\n.\/frpc -c frpc.toml\n#\u5728\u4f60\u7684\u7b14\u7535\u4e0a\u6267\u884c\uff1a\nssh user@\u516c\u7f51IP -p \u7ed1\u5b9a\u8fdc\u7a0b\u670d\u52a1\u5668\u7684\u7aef\u53e3\n<\/pre><\/div>\n\n\n<h2 class=\"wp-block-heading\">3 &#8211; NSSM \u8ba1\u5212\u4efb\u52a1<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><\/h2>\n\n\n\n<p>\u4f7f\u7528NSSM\uff1a<a href=\"https:\/\/nssm.cc\/download\">NSSM &#8211; the Non-Sucking Service Manager<\/a> \u51c6\u5907\u5185\u7f51frp\u7a7f\u900f\u548cJupyter\u670d\u52a1\u5f00\u673a\u81ea\u542f\u7684\u8ba1\u5212\u3002<\/p>\n\n\n\n<p>\u5c06NSSM\u62f7\u8d1d\u5230C:\/Windows\/System32\u4e0b\uff0c\u7136\u540e\u6253\u5f00cmd\u6267\u884c\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nnssm install frpc\nnssm install jupyter\n<\/pre><\/div>\n\n\n<p>\u4e0a\u9762\u4e24\u4e2a\u547d\u4ee4\u884c\u6bcf\u6267\u884c\u4e00\u4e2a\u5c31\u4f1a\u5f39\u51fa\u4e00\u4e2aGUI\u7a97\u53e3\u8ba9\u4f60\u786e\u8ba4\u6267\u884c\u7684\u547d\u4ee4\u884c\u548c\u6267\u884c\u7684\u76ee\u5f55\uff0c\u8fd9\u65f6\u5019\u53ef\u4ee5\u5206\u522b\u5199<strong>python -m jupyter notebook<\/strong>\u548c<strong>frpc -c frpc.toml<\/strong>\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u5982\u4e0bCLI\u5f00\u542f\u670d\u52a1\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nnssm start frpc\nnssm start jupyter\n<\/pre><\/div>\n\n\n<h2 class=\"wp-block-heading\">4 &#8211; VSCode \u7684 Jupyter Notebook\u8fde\u63a5<\/h2>\n\n\n\n<p>\u9996\u5148\u8fdb\u884c\u7aef\u53e3\u8f6c\u53d1\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nssh -L &#x5B;\u8981\u8f6c\u53d1\u5230\u7684\u672c\u5730\u7aef\u53e3]:127.0.0.1:&#x5B;\u76ee\u6807\u673a\u5668Jupyter\u7ed1\u5b9a\u7684\u7aef\u53e3] -p &#x5B;\u76ee\u6807\u670d\u52a1\u5668\u7684\u7aef\u53e3] &#x5B;\u7528\u6237\u540d]@&#x5B;\u76ee\u6807\u670d\u52a1\u5668IP]\n<\/pre><\/div>\n\n\n<p>\u6267\u884c\u6210\u529f\u540e\u4f1a\u6b63\u5e38\u8fdb\u5165\u76ee\u6807\u670d\u52a1\u5668\u7684ssh\u754c\u9762\uff0c\u6b64\u65f6\u6253\u5f00<strong>localhost:[\u8f6c\u53d1\u7684\u672c\u5730\u7aef\u53e3]<\/strong>\u67e5\u770bJupyter\u662f\u5426\u6b63\u5e38\u3002<\/p>\n\n\n\n<p>\u968f\u540e\u5728VSCode\u4e2d\u914d\u7f6e\u8fdc\u7a0b\u6267\u884c\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-3-1024x544.png\" alt=\"\" class=\"wp-image-904\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-3-1024x544.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-3-300x159.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-3-768x408.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-3.png 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"423\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-4-1024x423.png\" alt=\"\" class=\"wp-image-905\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-4-1024x423.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-4-300x124.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-4-768x317.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-4.png 1362w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"195\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-5-1024x195.png\" alt=\"\" class=\"wp-image-906\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-5-1024x195.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-5-300x57.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-5-768x146.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-5.png 1230w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"269\" src=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-6-1024x269.png\" alt=\"\" class=\"wp-image-907\" srcset=\"https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-6-1024x269.png 1024w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-6-300x79.png 300w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-6-768x202.png 768w, https:\/\/himpqblog.cn\/wp-content\/uploads\/2025\/12\/image-6.png 1092w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8f93\u5165localhost:[\u8f6c\u53d1\u5230\u7684\u672c\u5730\u7aef\u53e3]\u7136\u540e\u8f93\u5165\u5bc6\u7801\u9009kernel\u5373\u53ef\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jupyter Notebook \u662fPython\u7684\u53ef\u4ea4\u4e92\u5f0f\u73b0\u4ee3\u5316\u8fd0\u884c\u9762\u677f\uff0c\u80fd\u591f\u5728\u8fdc\u7a0b\u6267\u884c\u4ee3\u7801\u5757\u3001\u4fdd\u7559Pytho [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-898","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/posts\/898","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/comments?post=898"}],"version-history":[{"count":6,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/posts\/898\/revisions"}],"predecessor-version":[{"id":913,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/posts\/898\/revisions\/913"}],"wp:attachment":[{"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/media?parent=898"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/categories?post=898"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/himpqblog.cn\/index.php\/wp-json\/wp\/v2\/tags?post=898"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}