{"id":476269,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:24","modified_gmt":"2023-09-05T11:12:24","slug":"cloud-jupyter","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/cn\/wiki\/cloud-jupyter\/","title":{"rendered":"\u4e91Jupyter"},"content":{"rendered":"<p>Cloud Jupyter \u662f\u4e00\u4e2a\u57fa\u4e8e Web \u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u5e73\u53f0\uff0c\u5141\u8bb8\u7528\u6237\u521b\u5efa\u3001\u8fd0\u884c\u548c\u5171\u4eab\u5305\u542b\u5b9e\u65f6\u4ee3\u7801\u3001\u65b9\u7a0b\u3001\u53ef\u89c6\u5316\u548c\u53d9\u8ff0\u6587\u672c\u7684\u6587\u6863\u3002\u5b83\u662f\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u7814\u7a76\u4eba\u5458\u548c\u6559\u80b2\u5de5\u4f5c\u8005\u5e7f\u6cdb\u4f7f\u7528\u7684\u5f3a\u5927\u5de5\u5177\uff0c\u53ef\u6709\u6548\u5730\u6267\u884c\u6570\u636e\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u548c\u79d1\u5b66\u8ba1\u7b97\u4efb\u52a1\u3002\u51ed\u501f\u5176\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\u548c\u591a\u529f\u80fd\u7684\u529f\u80fd\uff0cCloud Jupyter \u663e\u7740\u6539\u53d8\u4e86\u6570\u636e\u9a71\u52a8\u9879\u76ee\u7684\u6267\u884c\u65b9\u5f0f\uff0c\u4fc3\u8fdb\u4e86\u6570\u636e\u79d1\u5b66\u793e\u533a\u5185\u7684\u534f\u4f5c\u548c\u53ef\u8bbf\u95ee\u6027\u3002<\/p>\n<h2>Cloud Jupyter \u7684\u8d77\u6e90\u5386\u53f2\u4ee5\u53ca\u9996\u6b21\u63d0\u53ca<\/h2>\n<p>Cloud Jupyter \u6e90\u4e8e Jupyter \u9879\u76ee\uff0c\u8fd9\u662f\u4e00\u4e2a\u7531 Fernando P\u00e9rez \u548c Brian Granger \u9886\u5bfc\u7684\u7814\u7a76\u56e2\u961f\u4e8e 2014 \u5e74\u53d1\u8d77\u7684\u5f00\u6e90\u9879\u76ee\u3002 \u201cJupyter\u201d\u8fd9\u4e2a\u540d\u5b57\u6e90\u81ea\u5176\u652f\u6301\u7684\u4e09\u79cd\u6838\u5fc3\u7f16\u7a0b\u8bed\u8a00\uff1aJulia\u3001Python \u548c R\u3002\u6700\u521d\uff0cJupyter \u9879\u76ee\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u7528\u4e8e\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u5e73\u53f0\u3002\u7136\u800c\uff0c\u5b83\u5f88\u5feb\u6f14\u53d8\u6210\u66f4\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n<p>Cloud Jupyter \u9996\u6b21\u6b63\u5f0f\u63d0\u53ca\u662f\u5728 2015 \u5e74\u53d1\u5e03\u4e86 Jupyter Notebook\uff08Cloud Jupyter \u7684\u524d\u8eab\uff09\u65f6\u3002\u8fd9\u4e2a\u4ea4\u4e92\u5f0f Web \u5e94\u7528\u7a0b\u5e8f\u5141\u8bb8\u7528\u6237\u521b\u5efa\u548c\u5171\u4eab\u7ed3\u5408\u4e86\u5b9e\u65f6\u4ee3\u7801\u3001\u53ef\u89c6\u5316\u548c\u89e3\u91ca\u6027\u6587\u672c\u7684\u6587\u6863\u3002\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0cJupyter \u751f\u6001\u7cfb\u7edf\u4e0d\u65ad\u6269\u5c55\uff0c\u5bfc\u81f4\u4e86 Cloud Jupyter \u7684\u51fa\u73b0\uff0c\u5b83\u5141\u8bb8\u7528\u6237\u5728\u57fa\u4e8e\u4e91\u7684\u57fa\u7840\u8bbe\u65bd\u4e0a\u5229\u7528 Jupyter Notebook \u7684\u5f3a\u5927\u529f\u80fd\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u597d\u7684\u53ef\u6269\u5c55\u6027\u548c\u53ef\u8bbf\u95ee\u6027\u3002<\/p>\n<h2>\u6709\u5173\u4e91 Jupyter \u7684\u8be6\u7ec6\u4fe1\u606f<\/h2>\n<p>Cloud Jupyter \u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u73af\u5883\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u4ee5\u53ef\u91cd\u590d\u548c\u534f\u4f5c\u7684\u65b9\u5f0f\u8f7b\u677e\u5f00\u53d1\u548c\u5171\u4eab\u4ee3\u7801\u3002\u5b83\u5728\u4e91\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u4ece\u4efb\u4f55\u6709\u4e92\u8054\u7f51\u8fde\u63a5\u7684\u5730\u65b9\u8bbf\u95ee\u4ed6\u4eec\u7684 Jupyter Notebook\uff0c\u65e0\u9700\u672c\u5730\u5b89\u88c5\u548c\u4f9d\u8d56\u9879\u3002\u8fd9\u79cd\u65b9\u6cd5\u6709\u52a9\u4e8e\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u7684\u65e0\u7f1d\u534f\u4f5c\u548c\u6570\u636e\u5171\u4eab\uff0c\u65e0\u8bba\u5176\u5730\u7406\u4f4d\u7f6e\u5982\u4f55\u3002<\/p>\n<p>Cloud Jupyter \u7684\u4e3b\u8981\u7ec4\u4ef6\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5185\u6838<\/strong>\uff1a\u5185\u6838\u662f\u5728\u7b14\u8bb0\u672c\u4e2d\u6267\u884c\u4ee3\u7801\u7684\u72ec\u7acb\u8fdb\u7a0b\u3002\u6bcf\u4e2a\u7b14\u8bb0\u672c\u90fd\u4e0e\u7279\u5b9a\u7684\u5185\u6838\u76f8\u5173\u8054\uff0c\u5141\u8bb8\u7528\u6237\u540c\u65f6\u8fd0\u884c\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u4ee3\u7801\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7b14\u8bb0\u672c\u6587\u6863<\/strong>\uff1aCloud Jupyter \u7684\u6838\u5fc3\u662f\u7b14\u8bb0\u672c\u6587\u6863\uff0c\u5b83\u662f\u4e00\u4e2a\u57fa\u4e8e JSON \u7684\u4ea4\u4e92\u5f0f\u6587\u4ef6\uff0c\u5305\u542b\u4ee3\u7801\u3001\u6587\u672c\u548c\u5a92\u4f53\u8f93\u51fa\u3002\u7528\u6237\u53ef\u4ee5\u521b\u5efa\u3001\u4fee\u6539\u548c\u4fdd\u5b58\u7b14\u8bb0\u672c\uff0c\u4ece\u800c\u8f7b\u677e\u5171\u4eab\u548c\u91cd\u73b0\u4ed6\u4eec\u7684\u5206\u6790\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7528\u6237\u754c\u9762<\/strong>\uff1aCloud Jupyter \u63d0\u4f9b\u4e86\u4e00\u4e2a\u76f4\u89c2\u7684\u57fa\u4e8e Web \u7684\u754c\u9762\uff0c\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u79bb\u5f00 Web \u6d4f\u89c8\u5668\u7684\u60c5\u51b5\u4e0b\u4e0e\u7b14\u8bb0\u672c\u4ea4\u4e92\u3001\u6267\u884c\u4ee3\u7801\u5355\u5143\u4ee5\u53ca\u67e5\u770b\u8f93\u51fa\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>Cloud Jupyter \u7684\u5185\u90e8\u7ed3\u6784\u3002\u4e91 Jupyter \u7684\u5de5\u4f5c\u539f\u7406<\/h2>\n<p>Cloud Jupyter \u7684\u6838\u5fc3\u662f\u4f5c\u4e3a\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u5e94\u7528\u7a0b\u5e8f\u8fd0\u884c\u3002\u5f53\u7528\u6237\u901a\u8fc7 Web \u6d4f\u89c8\u5668\u8bbf\u95ee Cloud Jupyter \u65f6\uff0c\u5e94\u7528\u7a0b\u5e8f\u4f1a\u4e0e\u8fd0\u884c\u7b14\u8bb0\u672c\u548c\u5185\u6838\u7684\u8fdc\u7a0b\u670d\u52a1\u5668\u8fdb\u884c\u901a\u4fe1\u3002\u670d\u52a1\u5668\u6267\u884c\u5185\u6838\u4e2d\u7684\u4ee3\u7801\u5e76\u5c06\u7ed3\u679c\u53d1\u9001\u56de\u7528\u6237\u7684\u6d4f\u89c8\u5668\uff0c\u5728\u6d4f\u89c8\u5668\u4e2d\u7ed3\u679c\u663e\u793a\u4e3a\u6587\u672c\u3001\u56fe\u50cf\u6216\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u3002<\/p>\n<p>\u4ee5\u4e0b\u6b65\u9aa4\u6982\u8ff0\u4e86 Cloud Jupyter \u7684\u5de5\u4f5c\u539f\u7406\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u7528\u6237\u4e92\u52a8<\/strong>\uff1a\u7528\u6237\u901a\u8fc7 Web \u754c\u9762\u4e0e Cloud Jupyter \u4ea4\u4e92\uff0c\u521b\u5efa\u6216\u6253\u5f00\u7b14\u8bb0\u672c\u5e76\u6267\u884c\u4ee3\u7801\u5355\u5143\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u670d\u52a1\u5668\u5904\u7406<\/strong>\uff1a\u5f53\u7528\u6237\u8fd0\u884c\u4ee3\u7801\u5355\u5143\u65f6\uff0cWeb \u5e94\u7528\u7a0b\u5e8f\u4f1a\u5c06\u4ee3\u7801\u53d1\u9001\u5230 Jupyter \u670d\u52a1\u5668\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5185\u6838\u6267\u884c<\/strong>\uff1aJupyter \u670d\u52a1\u5668\u5c06\u4ee3\u7801\u53d1\u9001\u5230\u9002\u5f53\u7684\u5185\u6838\uff0c\u5185\u6838\u6267\u884c\u4ee3\u7801\u5e76\u8fd4\u56de\u8f93\u51fa\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u663e\u793a\u8f93\u51fa<\/strong>\uff1a\u670d\u52a1\u5668\u5c06\u8f93\u51fa\u53d1\u9001\u56de Web \u5e94\u7528\u7a0b\u5e8f\uff0cWeb \u5e94\u7528\u7a0b\u5e8f\u5728\u7b14\u8bb0\u672c\u4e2d\u663e\u793a\u7ed3\u679c\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>Cloud Jupyter\u5173\u952e\u7279\u6027\u5206\u6790<\/h2>\n<p>Cloud Jupyter \u62e5\u6709\u51e0\u4e2a\u5173\u952e\u529f\u80fd\uff0c\u4f7f\u5176\u5728\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u7814\u7a76\u4eba\u5458\u4e2d\u975e\u5e38\u53d7\u6b22\u8fce\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u4e92\u52a8\u6027<\/strong>\uff1aCloud Jupyter \u5141\u8bb8\u7528\u6237\u4ee5\u4ea4\u4e92\u65b9\u5f0f\u6267\u884c\u4ee3\u7801\u5355\u5143\uff0c\u4ece\u800c\u53ef\u4ee5\u8f7b\u677e\u6d4b\u8bd5\u548c\u8fed\u4ee3\u4ee3\u7801\u7247\u6bb5\u5e76\u7acb\u5373\u67e5\u770b\u7ed3\u679c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53ef\u89c6\u5316<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5728\u7b14\u8bb0\u672c\u4e2d\u751f\u6210\u548c\u663e\u793a\u53ef\u89c6\u5316\u6548\u679c\uff0c\u4ece\u800c\u589e\u5f3a\u6570\u636e\u63a2\u7d22\u548c\u5206\u6790\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5408\u4f5c<\/strong>\uff1aCloud Jupyter \u901a\u8fc7\u5141\u8bb8\u591a\u4e2a\u7528\u6237\u540c\u65f6\u8bbf\u95ee\u548c\u7f16\u8f91\u7b14\u8bb0\u672c\u6765\u4fc3\u8fdb\u534f\u4f5c\u5de5\u4f5c\uff0c\u4ece\u800c\u4fc3\u8fdb\u56e2\u961f\u5408\u4f5c\u548c\u77e5\u8bc6\u5171\u4eab\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u518d\u73b0\u6027<\/strong>\uff1a\u53ef\u4ee5\u4fdd\u5b58\u548c\u5171\u4eab\u7b14\u8bb0\u672c\uff0c\u786e\u4fdd\u5176\u4ed6\u4eba\u53ef\u4ee5\u8f7b\u677e\u590d\u5236\u5206\u6790\uff0c\u4ece\u800c\u63d0\u9ad8\u6570\u636e\u9a71\u52a8\u7ed3\u679c\u7684\u900f\u660e\u5ea6\u548c\u4fe1\u4efb\u5ea6\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u529f\u80fd\u6027<\/strong>\uff1aCloud Jupyter \u901a\u8fc7\u5176\u5185\u6838\u7cfb\u7edf\u652f\u6301\u5404\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f7f\u5176\u6210\u4e3a\u9002\u5408\u5404\u79cd\u6570\u636e\u5206\u6790\u4efb\u52a1\u7684\u7075\u6d3b\u5e73\u53f0\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u4e91 Jupyter \u7684\u7c7b\u578b<\/h2>\n<p>Cloud Jupyter \u6709\u591a\u79cd\u5f62\u5f0f\uff0c\u6bcf\u79cd\u5f62\u5f0f\u90fd\u63d0\u4f9b\u72ec\u7279\u7684\u4f18\u52bf\u548c\u7528\u4f8b\u3002 Cloud Jupyter \u7684\u4e24\u79cd\u4e3b\u8981\u7c7b\u578b\u662f\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u516c\u6709\u4e91<\/td>\n<td>\u7531\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u63d0\u4f9b\u7684\u6258\u7ba1 Jupyter Notebook\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u514d\u8d39\u6216\u4ed8\u8d39\u8ba1\u5212\uff0c\u65e0\u9700\u8bbe\u7f6e\u670d\u52a1\u5668\u3002\u5e38\u89c1\u7684\u793a\u4f8b\u5305\u62ec Google Colab\u3001Microsoft Azure Notebooks \u548c IBM Watson Studio\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u79c1\u6709\u4e91<\/td>\n<td>\u90e8\u7f72\u5728\u79c1\u6709\u670d\u52a1\u5668\u4e0a\u6216\u7ec4\u7ec7\u57fa\u7840\u8bbe\u65bd\u5185\u7684\u81ea\u6258\u7ba1 Jupyter \u73af\u5883\u3002\u79c1\u6709\u4e91 Jupyter \u4f7f\u7528\u6237\u80fd\u591f\u66f4\u597d\u5730\u63a7\u5236\u5b89\u5168\u6027\u3001\u8d44\u6e90\u5206\u914d\u548c\u6570\u636e\u9690\u79c1\u3002\u9002\u7528\u4e8e\u6709\u7279\u5b9a\u5408\u89c4\u6027\u8981\u6c42\u548c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u9700\u6c42\u7684\u7ec4\u7ec7\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Cloud Jupyter\u7684\u4f7f\u7528\u65b9\u6cd5\u3001\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848<\/h2>\n<p>Cloud Jupyter \u53ef\u7528\u4e8e\u5404\u79cd\u573a\u666f\uff0c\u5176\u4e2d\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u63a2\u7d22\u4e0e\u5206\u6790<\/strong>\uff1a\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528 Cloud Jupyter \u63a2\u7d22\u6570\u636e\u96c6\u3001\u6267\u884c\u7edf\u8ba1\u5206\u6790\u5e76\u521b\u5efa\u53ef\u89c6\u5316\u4ee5\u4ece\u6570\u636e\u4e2d\u83b7\u53d6\u89c1\u89e3\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u7814\u7a76\u4eba\u5458\u548c\u4ece\u4e1a\u8005\u5e94\u7528 Cloud Jupyter \u6784\u5efa\u548c\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5c1d\u8bd5\u4e0d\u540c\u7684\u7b97\u6cd5\u548c\u53c2\u6570\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6559\u80b2<\/strong>\uff1aCloud Jupyter \u5e7f\u6cdb\u7528\u4e8e\u6559\u80b2\u73af\u5883\u4e2d\uff0c\u4ee5\u4ea4\u4e92\u65b9\u5f0f\u6559\u6388\u7f16\u7a0b\u3001\u6570\u636e\u79d1\u5b66\u548c\u5176\u4ed6\u6280\u672f\u79d1\u76ee\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u5c3d\u7ba1\u6709\u4f17\u591a\u4f18\u52bf\uff0cCloud Jupyter \u7528\u6237\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u6311\u6218\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u8d44\u6e90\u9650\u5236<\/strong>\uff1a\u5728\u516c\u5171\u4e91\u5e73\u53f0\u4e0a\u8fd0\u884c\u8d44\u6e90\u5bc6\u96c6\u578b\u7b14\u8bb0\u672c\u53ef\u80fd\u4f1a\u56e0\u786c\u4ef6\u9650\u5236\u800c\u53d7\u5230\u9650\u5236\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b89\u5168\u95ee\u9898<\/strong>\uff1a\u5728\u516c\u5171\u4e91\u670d\u52a1\u4e0a\u5b58\u50a8\u654f\u611f\u6570\u636e\u53ef\u80fd\u4f1a\u5f15\u53d1\u5b89\u5168\u548c\u9690\u79c1\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u79bb\u7ebf\u8bbf\u95ee<\/strong>\uff1a\u5728\u6ca1\u6709\u4e92\u8054\u7f51\u8fde\u63a5\u7684\u60c5\u51b5\u4e0b\u8bbf\u95ee Cloud Jupyter \u53ef\u80fd\u662f\u4e00\u4e2a\u6311\u6218\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u7528\u6237\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u79c1\u6709\u4e91\u90e8\u7f72<\/strong>\uff1a\u6709\u5b89\u5168\u548c\u8d44\u6e90\u9700\u6c42\u7684\u7ec4\u7ec7\u53ef\u4ee5\u9009\u62e9\u79c1\u6709\u4e91\u90e8\u7f72\uff0c\u4ee5\u66f4\u597d\u5730\u63a7\u5236\u57fa\u7840\u8bbe\u65bd\u548c\u6570\u636e\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6df7\u5408\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u7ed3\u5408\u516c\u5171\u4e91\u548c\u79c1\u6709\u4e91\u73af\u5883\u53ef\u4ee5\u5728\u53ef\u6269\u5c55\u6027\u548c\u5b89\u5168\u6027\u4e4b\u95f4\u63d0\u4f9b\u5e73\u8861\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4ee3\u7406\u670d\u52a1\u5668<\/strong>\uff1a\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\uff08\u4f8b\u5982 OneProxy (oneproxy.pro) \u63d0\u4f9b\u7684\u4ee3\u7406\u670d\u52a1\u5668\uff09\u53ef\u4ee5\u901a\u8fc7\u6dfb\u52a0\u989d\u5916\u7684\u533f\u540d\u5c42\u5e76\u5728\u7528\u6237\u4e0e Cloud Jupyter \u670d\u52a1\u5668\u4e4b\u95f4\u7684\u901a\u4fe1\u671f\u95f4\u4fdd\u62a4\u6570\u636e\u6765\u589e\u5f3a\u5b89\u5168\u6027\u548c\u9690\u79c1\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u4e3b\u8981\u7279\u5f81\u4ee5\u53ca\u4e0e\u7c7b\u4f3c\u672f\u8bed\u7684\u5176\u4ed6\u6bd4\u8f83\u4ee5\u8868\u683c\u548c\u5217\u8868\u7684\u5f62\u5f0f<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u7279\u5f81<\/th>\n<th>\u4e91Jupyter<\/th>\n<th>\u4f20\u7edf IDE<\/th>\n<th>\u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4f7f\u7528\u6743<\/td>\n<td>\u57fa\u4e8e\u7f51\u7edc<\/td>\n<td>\u672c\u5730\u5b89\u88c5<\/td>\n<td>\u57fa\u4e8e\u7f51\u7edc<\/td>\n<\/tr>\n<tr>\n<td>\u5408\u4f5c<\/td>\n<td>\u5b9e\u65f6\u534f\u4f5c<\/td>\n<td>\u6709\u9650\u7684\u5408\u4f5c<\/td>\n<td>\u6709\u9650\u7684\u5408\u4f5c<\/td>\n<\/tr>\n<tr>\n<td>\u8d44\u6e90\u7ba1\u7406<\/td>\n<td>\u57fa\u4e8e\u4e91\u7684\u57fa\u7840\u8bbe\u65bd<\/td>\n<td>\u672c\u5730\u673a\u5668\u8d44\u6e90<\/td>\n<td>\u57fa\u4e8e\u4e91\u7684\u8d44\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u6210\u672c<\/td>\n<td>\u63d0\u4f9b\u514d\u8d39\/\u4ed8\u8d39\u8ba1\u5212<\/td>\n<td>\u81ea\u7531\u7684<\/td>\n<td>\u81ea\u7531\u7684<\/td>\n<\/tr>\n<tr>\n<td>\u4e00\u4f53\u5316<\/td>\n<td>\u4e0e\u4e91\u5de5\u5177\u96c6\u6210<\/td>\n<td>\u6709\u9650\u7684\u6574\u5408<\/td>\n<td>\u8c37\u6b4c\u670d\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u4e0e Cloud Jupyter \u76f8\u5173\u7684\u672a\u6765\u524d\u666f\u548c\u6280\u672f<\/h2>\n<p>Cloud Jupyter \u7684\u672a\u6765\u4f3c\u4e4e\u5145\u6ee1\u5e0c\u671b\uff0c\u5728\u591a\u4e2a\u9886\u57df\u4e0d\u65ad\u53d1\u5c55\u548c\u6539\u8fdb\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u4e91 Jupyter \u5e73\u53f0\u53ef\u80fd\u4f1a\u53d8\u5f97\u66f4\u5177\u53ef\u6269\u5c55\u6027\uff0c\u53ef\u5bb9\u7eb3\u66f4\u5927\u7684\u6570\u636e\u96c6\u548c\u66f4\u5bc6\u96c6\u7684\u8ba1\u7b97\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8868\u73b0<\/strong>\uff1a\u4e91\u57fa\u7840\u8bbe\u65bd\u548c\u786c\u4ef6\u7684\u6539\u8fdb\u5c06\u589e\u5f3a Cloud Jupyter \u7684\u6027\u80fd\uff0c\u51cf\u5c11\u6267\u884c\u65f6\u95f4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u9690\u79c1<\/strong>\uff1a\u6570\u636e\u9690\u79c1\u548c\u5b89\u5168\u6280\u672f\u7684\u521b\u65b0\u5c06\u786e\u4fdd\u654f\u611f\u6570\u636e\u5728 Cloud Jupyter \u73af\u5883\u4e2d\u53d7\u5230\u4fdd\u62a4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4eba\u5de5\u667a\u80fd\u6574\u5408<\/strong>\uff1a\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u53ef\u4ee5\u96c6\u6210\u5230 Cloud Jupyter \u4e2d\uff0c\u5b9e\u73b0\u667a\u80fd\u5efa\u8bae\u5e76\u81ea\u52a8\u6267\u884c\u91cd\u590d\u4efb\u52a1\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8fb9\u7f18\u8ba1\u7b97<\/strong>\uff1aCloud Jupyter \u53ef\u4ee5\u5229\u7528\u8fb9\u7f18\u8ba1\u7b97\u6765\u5904\u7406\u66f4\u63a5\u8fd1\u6e90\u7684\u6570\u636e\uff0c\u4ece\u800c\u51cf\u5c11\u5ef6\u8fdf\u548c\u5e26\u5bbd\u8981\u6c42\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u5982\u4f55\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\u6216\u5c06\u4ee3\u7406\u670d\u52a1\u5668\u4e0e Cloud Jupyter \u5173\u8054<\/h2>\n<p>\u4ee3\u7406\u670d\u52a1\u5668\uff08\u4f8b\u5982 OneProxy (oneproxy.pro) \u63d0\u4f9b\u7684\u4ee3\u7406\u670d\u52a1\u5668\uff09\u53ef\u4ee5\u5728\u589e\u5f3a Cloud Jupyter \u7528\u6237\u7684\u5b89\u5168\u548c\u9690\u79c1\u65b9\u9762\u53d1\u6325\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u901a\u8fc7\u5145\u5f53\u7528\u6237\u548c Cloud Jupyter \u670d\u52a1\u5668\u4e4b\u95f4\u7684\u4e2d\u4ecb\uff0c\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u5c4f\u853d\u7528\u6237\u7684 IP \u5730\u5740\u5e76\u52a0\u5bc6\u901a\u4fe1\uff0c\u4ece\u800c\u4fdd\u62a4\u6570\u636e\u514d\u906d\u6f5c\u5728\u7684\u7a83\u542c\u548c\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\u53ef\u4ee5\u4f7f\u7528\u6237\u5373\u4f7f\u5728\u6709\u9650\u5236\u6216\u9632\u706b\u5899\u7684\u533a\u57df\u4e5f\u53ef\u4ee5\u8bbf\u95eeCloud Jupyter\uff0c\u4ece\u800c\u786e\u4fdd\u5e73\u53f0\u7684\u666e\u904d\u53ef\u8bbf\u95ee\u6027\u3002<\/p>\n<h2>\u76f8\u5173\u94fe\u63a5<\/h2>\n<p>\u6709\u5173 Cloud Jupyter \u7684\u66f4\u591a\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u63a2\u7d22\u4ee5\u4e0b\u8d44\u6e90\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/jupyter.org\/\" target=\"_new\" rel=\"noopener nofollow\">Jupyter \u9879\u76ee\u7f51\u7ad9<\/a><\/li>\n<li><a href=\"https:\/\/jupyter-notebook.readthedocs.io\/\" target=\"_new\" rel=\"noopener nofollow\">Jupyter Notebook \u6587\u6863<\/a><\/li>\n<li><a href=\"https:\/\/colab.research.google.com\/\" target=\"_new\" rel=\"noopener nofollow\">\u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/a><\/li>\n<\/ul>\n<p>\u51ed\u501f Cloud Jupyter \u5728\u534f\u4f5c\u3001\u6570\u636e\u63a2\u7d22\u548c\u6559\u80b2\u65b9\u9762\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u6f5c\u529b\uff0c\u5b83\u7ee7\u7eed\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u53ca\u5176\u4ed6\u9886\u57df\u7684\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u3002\u91c7\u7528\u8fd9\u9879\u6280\u672f\u4ee5\u53ca\u4ee3\u7406\u670d\u52a1\u5668\u7684\u989d\u5916\u4f18\u52bf\uff0c\u53ef\u4ee5\u4f7f\u7528\u6237\u80fd\u591f\u5b89\u5168\u3001\u9ad8\u6548\u5730\u5229\u7528 Cloud Jupyter \u7684\u5168\u90e8\u6f5c\u529b\u3002<\/p>","protected":false},"featured_media":467881,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476269","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cloud Jupyter: Empowering Data Science Collaboration and Accessibility<\/mark>","faq_items":[{"question":"What is Cloud Jupyter?","answer":"<p>Cloud Jupyter is a web-based interactive computing platform that allows users to create, run, and share documents containing live code, visualizations, and text. It is widely used by data scientists, researchers, and educators for data analysis, machine learning, and scientific computing tasks.<\/p>"},{"question":"How did Cloud Jupyter originate?","answer":"<p>Cloud Jupyter has its roots in Project Jupyter, an open-source project initiated in 2014. The first mention of Cloud Jupyter came with the release of the Jupyter Notebook in 2015, which allowed users to create and share interactive documents.<\/p>"},{"question":"How does Cloud Jupyter work?","answer":"<p>Cloud Jupyter operates as a client-server application. Users access Cloud Jupyter through their web browsers, and the application communicates with a remote server where notebooks and kernels run. The server executes the code and sends the results back to the user's browser.<\/p>"},{"question":"What are the key features of Cloud Jupyter?","answer":"<p>Cloud Jupyter is known for its interactivity, visualization capabilities, collaboration support, reproducibility, and versatility in supporting multiple programming languages.<\/p>"},{"question":"What types of Cloud Jupyter exist?","answer":"<p>There are two main types of Cloud Jupyter:<\/p><ol><li>Public Cloud: Hosted by cloud service providers with free or paid plans, like Google Colab and Microsoft Azure Notebooks.<\/li><li>Private Cloud: Self-hosted on private servers or within organizations, offering more control over security and resources.<\/li><\/ol>"},{"question":"How can Cloud Jupyter be used, and what problems might arise?","answer":"<p>Cloud Jupyter is used for data exploration, machine learning, and education. Users may encounter resource constraints, security concerns, or difficulties with offline access. Solutions include private cloud deployment, hybrid solutions, and using proxy servers for added security.<\/p>"},{"question":"How does Cloud Jupyter compare to traditional IDEs and Google Colab?","answer":"<p>Cloud Jupyter offers web-based access, real-time collaboration, and cloud-based infrastructure, making it stand out compared to traditional IDEs and Google Colab.<\/p>"},{"question":"What are the perspectives and future technologies related to Cloud Jupyter?","answer":"<p>The future of Cloud Jupyter looks promising, with improved scalability, performance, data privacy, AI integration, and potential edge computing.<\/p>"},{"question":"How can proxy servers be associated with Cloud Jupyter?","answer":"<p>Proxy servers, like OneProxy, can enhance security and privacy by masking users' IP addresses and encrypting communication. They also allow access to Cloud Jupyter in restricted regions.<\/p>"},{"question":"Where can I find more information about Cloud Jupyter?","answer":"<p>For more information, you can visit the Project Jupyter website, explore the Jupyter Notebook documentation, and learn about Google Colab.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476269","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476269\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media\/467881"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media?parent=476269"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}