{"id":477480,"date":"2023-08-09T09:15:39","date_gmt":"2023-08-09T09:15:39","guid":{"rendered":""},"modified":"2023-09-05T11:14:49","modified_gmt":"2023-09-05T11:14:49","slug":"hosted-notebooks","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/cn\/wiki\/hosted-notebooks\/","title":{"rendered":"\u6258\u7ba1\u7b14\u8bb0\u672c"},"content":{"rendered":"

\u6258\u7ba1\u7b14\u8bb0\u672c\u662f\u57fa\u4e8e Web \u7684\u4ea4\u4e92\u5f0f\u73af\u5883\uff0c\u5141\u8bb8\u7528\u6237\u65e0\u7f1d\u7f16\u5199\u3001\u8fd0\u884c\u548c\u5171\u4eab\u4ee3\u7801\u3002\u5b83\u4eec\u5df2\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u5f00\u53d1\u4eba\u5458\u3001\u7814\u7a76\u4eba\u5458\u548c\u6559\u80b2\u5de5\u4f5c\u8005\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u5728\u57fa\u4e8e\u4e91\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u5b9e\u9a8c\u3001\u5206\u6790\u6570\u636e\u548c\u9ad8\u6548\u534f\u4f5c\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u5386\u53f2\u3001\u5de5\u4f5c\u539f\u7406\u3001\u4e3b\u8981\u529f\u80fd\u3001\u7c7b\u578b\u3001\u7528\u4f8b\u548c\u672a\u6765\u524d\u666f\u3002<\/p>\n

\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u5386\u53f2\u53ca\u5176\u9996\u6b21\u63d0\u53ca<\/h2>\n

\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u6839\u6e90\u5728\u4e8e William Pollock \u548c Lloyd T. Fosdick \u5728 20 \u4e16\u7eaa 90 \u5e74\u4ee3\u521d\u5f00\u53d1\u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u548c\u53ef\u89c6\u5316\u73af\u5883 (ICAVE)\u3002\u7136\u800c\uff0c\u968f\u7740 2011 \u5e74 Jupyter Notebooks\uff08\u4ee5\u524d\u79f0\u4e3a IPython Notebooks\uff09\u7684\u51fa\u73b0\uff0c\u8fd9\u4e2a\u6982\u5ff5\u5f15\u8d77\u4e86\u6781\u5927\u7684\u5173\u6ce8\u3002Fernando P\u00e9rez \u548c Robert Kern \u5c06 Jupyter Notebooks \u5f15\u5165\u4e3a\u4e00\u79cd\u7ed3\u5408\u4e86\u4ee3\u7801\u6267\u884c\u3001\u5bcc\u5a92\u4f53\u548c\u89e3\u91ca\u6027\u6587\u672c\u7684\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u73af\u5883\u3002<\/p>\n

\u6709\u5173\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u8be6\u7ec6\u4fe1\u606f<\/h2>\n

\u6258\u7ba1\u7b14\u8bb0\u672c\u4e3a\u7528\u6237\u63d0\u4f9b\u57fa\u4e8e Web \u7684\u754c\u9762\uff0c\u7528\u4e8e\u521b\u5efa\u3001\u5171\u4eab\u548c\u534f\u4f5c\u5904\u7406\u4ee3\u7801\u548c\u6570\u636e\u76f8\u5173\u9879\u76ee\u3002\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u5178\u578b\u529f\u80fd\u5305\u62ec\uff1a<\/p>\n

    \n
  1. \u4ee3\u7801\u5355\u5143\uff1a\u7528\u6237\u53ef\u4ee5\u5728\u5404\u4e2a\u5355\u5143\u4e2d\u7f16\u5199\u548c\u6267\u884c\u4ee3\u7801\uff0c\u4ece\u800c\u4fc3\u8fdb\u8fed\u4ee3\u548c\u4ea4\u4e92\u5f0f\u7f16\u7801\u8fc7\u7a0b\u3002<\/li>\n
  2. Markdown \u5355\u5143\uff1aMarkdown \u5355\u5143\u53ef\u4ee5\u521b\u5efa\u89e3\u91ca\u6027\u6587\u672c\u3001\u65b9\u7a0b\u3001\u56fe\u50cf\u548c\u5176\u4ed6\u5a92\u4f53\uff0c\u4ee5\u63d0\u4f9b\u4e0a\u4e0b\u6587\u548c\u89c1\u89e3\u3002<\/li>\n
  3. \u8f93\u51fa\u663e\u793a\uff1a\u6267\u884c\u4ee3\u7801\u7684\u8f93\u51fa\u663e\u793a\u5728\u76f8\u5e94\u5355\u5143\u683c\u7684\u4e0b\u65b9\uff0c\u4ece\u800c\u66f4\u5bb9\u6613\u53ef\u89c6\u5316\u548c\u5206\u6790\u7ed3\u679c\u3002<\/li>\n
  4. \u5185\u6838\uff1a\u6258\u7ba1\u7b14\u8bb0\u672c\u5728\u79f0\u4e3a\u5185\u6838\u7684\u5355\u72ec\u8ba1\u7b97\u5f15\u64ce\u4e2d\u8fd0\u884c\u4ee3\u7801\uff0c\u8fd9\u4e9b\u5f15\u64ce\u53ef\u4ee5\u91c7\u7528\u4e0d\u540c\u7684\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n
  5. \u4fdd\u5b58\u548c\u5171\u4eab\uff1a\u7528\u6237\u53ef\u4ee5\u4fdd\u5b58\u4ed6\u4eec\u7684\u5de5\u4f5c\u5e76\u4e0e\u5176\u4ed6\u4eba\u5171\u4eab\u7b14\u8bb0\u672c\uff0c\u4ece\u800c\u4fc3\u8fdb\u534f\u4f5c\u548c\u53ef\u91cd\u590d\u6027\u3002<\/li>\n<\/ol>\n

    \u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u5185\u90e8\u7ed3\u6784<\/h2>\n

    \u6258\u7ba1\u7b14\u8bb0\u672c\u6784\u5efa\u5728\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u67b6\u6784\u4e4b\u4e0a\uff0c\u8be5\u67b6\u6784\u7531\u4e24\u4e2a\u4e3b\u8981\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n

      \n
    1. \u5ba2\u6237\u7aef\u754c\u9762\uff1a\u57fa\u4e8e Web \u7684\u7528\u6237\u754c\u9762 (UI) \u5141\u8bb8\u7528\u6237\u4e0e\u7b14\u8bb0\u672c\u4ea4\u4e92\u3001\u521b\u5efa\u5185\u5bb9\u548c\u7ba1\u7406\u6587\u4ef6\u3002\u5ba2\u6237\u7aef\u63a5\u53e3\u4e0e\u7b14\u8bb0\u672c\u670d\u52a1\u5668\u901a\u4fe1\u3002<\/li>\n
    2. \u7b14\u8bb0\u672c\u670d\u52a1\u5668\uff1a\u670d\u52a1\u5668\u8d1f\u8d23\u6267\u884c\u4ee3\u7801\u3001\u7ba1\u7406\u5185\u6838\u4ee5\u53ca\u5904\u7406\u4e0e\u5ba2\u6237\u7aef\u754c\u9762\u7684\u4ea4\u4e92\u3002\u5b83\u5904\u7406\u4ee3\u7801\u5355\u5143\uff0c\u5c06\u7ed3\u679c\u53d1\u9001\u56de\u5ba2\u6237\u7aef\uff0c\u5e76\u4fdd\u5b58\u7b14\u8bb0\u672c\u3002<\/li>\n<\/ol>\n

      \u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u4e3b\u8981\u7279\u6027\u5206\u6790<\/h2>\n

      \u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u6d41\u884c\u53ef\u5f52\u56e0\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u529f\u80fd\uff1a<\/p>\n

        \n
      1. \n

        \u4e92\u52a8\u6027<\/strong>\uff1a\u6258\u7ba1\u7b14\u8bb0\u672c\u5141\u8bb8\u7528\u6237\u72ec\u7acb\u6267\u884c\u4ee3\u7801\u5355\u5143\uff0c\u4ece\u800c\u5b9e\u73b0\u9010\u6b65\u5206\u6790\u548c\u8c03\u8bd5\u3002<\/p>\n<\/li>\n

      2. \n

        \u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u5b83\u4eec\u652f\u6301\u5bcc\u5a92\u4f53\u96c6\u6210\uff0c\u5141\u8bb8\u7528\u6237\u521b\u5efa\u4ea4\u4e92\u5f0f\u6570\u636e\u53ef\u89c6\u5316\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u89c1\u89e3\u3002<\/p>\n<\/li>\n

      3. \n

        \u5408\u4f5c<\/strong>\uff1a\u6258\u7ba1\u7b14\u8bb0\u672c\u4fc3\u8fdb\u56e2\u961f\u6210\u5458\u4e4b\u95f4\u7684\u65e0\u7f1d\u534f\u4f5c\uff0c\u9f13\u52b1\u77e5\u8bc6\u5171\u4eab\u548c\u9879\u76ee\u7ba1\u7406\u3002<\/p>\n<\/li>\n

      4. \n

        \u53ef\u79fb\u690d\u6027<\/strong>\uff1a\u7b14\u8bb0\u672c\u53ef\u4ee5\u8f7b\u677e\u5171\u4eab\u3001\u4e0b\u8f7d\u5e76\u5728\u4e0d\u540c\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u4f7f\u5176\u5177\u6709\u9ad8\u5ea6\u7684\u4fbf\u643a\u6027\u548c\u8bbf\u95ee\u6027\u3002<\/p>\n<\/li>\n

      5. \n

        \u7248\u672c\u63a7\u5236<\/strong>\uff1a\u4e0e\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u96c6\u6210\u53ef\u4ee5\u8ddf\u8e2a\u66f4\u6539\u5e76\u7ef4\u62a4\u7b14\u8bb0\u672c\u7684\u5386\u53f2\u8bb0\u5f55\u3002<\/p>\n<\/li>\n<\/ol>\n

        \u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u7c7b\u578b<\/h2>\n

        \u6258\u7ba1\u7b14\u8bb0\u672c\u6709\u591a\u79cd\u98ce\u683c\uff0c\u6bcf\u79cd\u98ce\u683c\u90fd\u80fd\u6ee1\u8db3\u7279\u5b9a\u7684\u7528\u6237\u9700\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u7c7b\u578b\uff1a<\/p>\n\n\n\n\n\n\n\n\n
        \u7b14\u8bb0\u672c\u578b<\/th>\n\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n
        Jupyter\u7b14\u8bb0\u672c<\/td>\n\u6700\u6d41\u884c\u7684\u7c7b\u578b\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u5e7f\u6cdb\u7684\u793e\u533a\u9a71\u52a8\u7684\u6269\u5c55\u3002<\/td>\n<\/tr>\n
        \u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/td>\n\u57fa\u4e8e Jupyter \u6784\u5efa\uff0c\u7531 Google \u6258\u7ba1\uff0c\u5e76\u63d0\u4f9b\u514d\u8d39\u8bbf\u95ee GPU \u548c TPU \u6765\u52a0\u901f\u8ba1\u7b97\u3002<\/td>\n<\/tr>\n
        \u5fae\u8f6fAzure<\/td>\nAzure Notebooks \u6258\u7ba1\u5728 Microsoft Azure \u4e91\u4e0a\uff0c\u4e3a\u6570\u636e\u79d1\u5b66\u548c\u5206\u6790\u4efb\u52a1\u63d0\u4f9b\u5e73\u53f0\u3002<\/td>\n<\/tr>\n
        Kaggle \u5185\u6838<\/td>\n\u5b83\u4e0e Kaggle \u7684\u6570\u636e\u79d1\u5b66\u5e73\u53f0\u96c6\u6210\uff0c\u5141\u8bb8\u7528\u6237\u521b\u5efa\u3001\u5171\u4eab\u548c\u91cd\u73b0\u5206\u6790\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        \u4f7f\u7528\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u65b9\u6cd5\u3001\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848<\/h2>\n

        \u7528\u4f8b\uff1a<\/h3>\n
          \n
        1. \n

          \u6570\u636e\u5206\u6790<\/strong>\uff1a\u6258\u7ba1\u7b14\u8bb0\u672c\u5e7f\u6cdb\u7528\u4e8e\u6570\u636e\u63a2\u7d22\u3001\u53ef\u89c6\u5316\u548c\u7edf\u8ba1\u5206\u6790\u3002<\/p>\n<\/li>\n

        2. \n

          \u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u7b14\u8bb0\u672c\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u3001\u8bc4\u4f30\u548c\u4f18\u5316\u3002<\/p>\n<\/li>\n

        3. \n

          \u6559\u5b66\u4e0e\u5b66\u4e60<\/strong>\uff1a\u6559\u80b2\u5de5\u4f5c\u8005\u5229\u7528\u7b14\u8bb0\u672c\u6765\u521b\u5efa\u4ea4\u4e92\u5f0f\u6559\u7a0b\u548c\u4f5c\u4e1a\u3002<\/p>\n<\/li>\n

        4. \n

          \u7814\u7a76\u548c\u539f\u578b\u8bbe\u8ba1<\/strong>\uff1a\u7814\u7a76\u4eba\u5458\u5229\u7528\u7b14\u8bb0\u672c\u6765\u5236\u4f5c\u7b97\u6cd5\u539f\u578b\u5e76\u5206\u6790\u5b9e\u9a8c\u6570\u636e\u3002<\/p>\n<\/li>\n<\/ol>\n

          \u5e38\u89c1\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6848\uff1a<\/h3>\n
            \n
          1. \n

            \u8d44\u6e90\u9650\u5236<\/strong>\uff1a\u7b14\u8bb0\u672c\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u6216\u590d\u6742\u6a21\u578b\u65f6\u53ef\u80fd\u4f1a\u9047\u5230\u8d44\u6e90\u9650\u5236\u3002\u7528\u6237\u53ef\u4ee5\u5207\u6362\u5230\u66f4\u5f3a\u5927\u7684\u57fa\u4e8e\u4e91\u7684\u5b9e\u4f8b\u6216\u5229\u7528\u8d44\u6e90\u66f4\u597d\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\u3002<\/p>\n<\/li>\n

          2. \n

            \u4ee3\u7801\u517c\u5bb9\u6027<\/strong>\uff1a\u6709\u65f6\uff0c\u7b14\u8bb0\u672c\u53ef\u80fd\u4f1a\u9762\u4e34\u4e0e\u7279\u5b9a\u5e93\u6216\u4f9d\u8d56\u9879\u7684\u517c\u5bb9\u6027\u95ee\u9898\u3002\u7528\u6237\u5e94\u786e\u4fdd\u5b89\u88c5\u5e76\u66f4\u65b0\u6240\u6709\u5fc5\u9700\u7684\u5e93\u4ee5\u907f\u514d\u51b2\u7a81\u3002<\/p>\n<\/li>\n

          3. \n

            \u5b89\u5168\u95ee\u9898<\/strong>\uff1a\u7531\u4e8e\u6258\u7ba1\u7b14\u8bb0\u672c\u901a\u5e38\u5728\u7b2c\u4e09\u65b9\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\uff0c\u654f\u611f\u6570\u636e\u6216\u4ee3\u7801\u53ef\u80fd\u9762\u4e34\u98ce\u9669\u3002\u7528\u6237\u5e94\u8c28\u614e\u884c\u4e8b\uff0c\u907f\u514d\u5b58\u50a8\u673a\u5bc6\u4fe1\u606f\u6216\u4f7f\u7528\u5b89\u5168\u7684\u52a0\u5bc6\u65b9\u6cd5\u3002<\/p>\n<\/li>\n<\/ol>\n

            \u4e3b\u8981\u7279\u70b9\u53ca\u540c\u7c7b\u4ea7\u54c1\u6bd4\u8f83<\/h2>\n\n\n\n\n\n\n\n\n
            \u5b66\u671f<\/th>\n\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n
            \u6258\u7ba1\u7b14\u8bb0\u672c<\/td>\n\u7528\u4e8e\u534f\u4f5c\u548c\u6570\u636e\u5206\u6790\u7684\u57fa\u4e8e Web \u7684\u4ea4\u4e92\u5f0f\u7f16\u7801\u73af\u5883\u3002<\/td>\n<\/tr>\n
            \u4e91 IDE<\/td>\n\u53ef\u901a\u8fc7\u4e91\u8bbf\u95ee\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff0c\u6db5\u76d6\u66f4\u5e7f\u6cdb\u7684\u8303\u56f4\u3002<\/td>\n<\/tr>\n
            \u6587\u672c\u7f16\u8f91\u5668<\/td>\n\u7528\u4e8e\u7f16\u5199\u548c\u7f16\u8f91\u4ee3\u7801\u7684\u8f7b\u91cf\u7ea7\u5de5\u5177\uff0c\u7f3a\u4e4f\u4ea4\u4e92\u5f0f\u6267\u884c\u529f\u80fd\u3002<\/td>\n<\/tr>\n
            \u672c\u5730\u7b14\u8bb0\u672c<\/td>\n\u4f20\u7edf\u7b14\u8bb0\u672c\u5728\u7528\u6237\u8ba1\u7b97\u673a\u4e0a\u8fd0\u884c\uff0c\u9650\u5236\u4e86\u534f\u4f5c\u548c\u53ef\u8bbf\u95ee\u6027\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

            \u672a\u6765\u7684\u89c2\u70b9\u548c\u6280\u672f<\/h2>\n

            \u6258\u7ba1\u7b14\u8bb0\u672c\u53ef\u80fd\u4f1a\u7ee7\u7eed\u53d1\u5c55\uff0c\u5728\u4ee5\u4e0b\u9886\u57df\u53d6\u5f97\u8fdb\u6b65\uff1a<\/p>\n

              \n
            1. \n

              \u8868\u73b0<\/strong>\uff1a\u6539\u8fdb\u7684\u786c\u4ef6\u548c\u4e91\u8ba1\u7b97\u80fd\u529b\u5c06\u5e26\u6765\u66f4\u5feb\u7684\u6267\u884c\u901f\u5ea6\u548c\u66f4\u597d\u7684\u54cd\u5e94\u80fd\u529b\u3002<\/p>\n<\/li>\n

            2. \n

              \u4eba\u5de5\u667a\u80fd\u534f\u52a9<\/strong>\uff1a\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u7684\u96c6\u6210\u5c06\u7b80\u5316\u7f16\u7801\u4efb\u52a1\u5e76\u63d0\u4f9b\u667a\u80fd\u5efa\u8bae\u3002<\/p>\n<\/li>\n

            3. \n

              \u5b9e\u65f6\u534f\u4f5c<\/strong>\uff1a\u589e\u5f3a\u7684\u534f\u4f5c\u529f\u80fd\u5c06\u4f7f\u591a\u4e2a\u7528\u6237\u80fd\u591f\u540c\u65f6\u7f16\u8f91\u7b14\u8bb0\u672c\u3002<\/p>\n<\/li>\n

            4. \n

              \u96c6\u88c5\u7bb1\u5316<\/strong>\uff1a\u5bb9\u5668\u6280\u672f\u5c06\u4f7f\u6253\u5305\u548c\u5171\u4eab\u53ef\u590d\u5236\u73af\u5883\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/p>\n<\/li>\n<\/ol>\n

              \u4ee3\u7406\u670d\u52a1\u5668\u5982\u4f55\u4e0e\u6258\u7ba1\u7b14\u8bb0\u672c\u4e00\u8d77\u4f7f\u7528<\/h2>\n

              \u4f7f\u7528\u6258\u7ba1\u7b14\u8bb0\u672c\u65f6\uff0c\u4ee3\u7406\u670d\u52a1\u5668\u5728\u589e\u5f3a\u5b89\u5168\u6027\u548c\u9690\u79c1\u65b9\u9762\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u4ed6\u4eec\u53ef\u4ee5\u53d7\u96c7\u4e8e\uff1a<\/p>\n

                \n
              1. \n

                \u533f\u540d\u7528\u6237<\/strong>\uff1a\u4ee3\u7406\u670d\u52a1\u5668\u9690\u85cf\u7528\u6237\u7684\u771f\u5b9e IP \u5730\u5740\uff0c\u5728\u8bbf\u95ee\u7b14\u8bb0\u672c\u65f6\u63d0\u4f9b\u533f\u540d\u6027\u3002<\/p>\n<\/li>\n

              2. \n

                \u6d41\u91cf\u8fc7\u6ee4<\/strong>\uff1a\u4ee3\u7406\u53ef\u4ee5\u8fc7\u6ee4\u6389\u6076\u610f\u8bf7\u6c42\uff0c\u4fdd\u62a4\u7b14\u8bb0\u672c\u7535\u8111\u514d\u53d7\u6f5c\u5728\u653b\u51fb\u3002<\/p>\n<\/li>\n

              3. \n

                \u7ed5\u8fc7\u9650\u5236<\/strong>\uff1a\u5982\u679c\u7b14\u8bb0\u672c\u7535\u8111\u88ab\u963b\u6b62\u6216\u9650\u5236\uff0c\u4ee3\u7406\u53ef\u4ee5\u5e2e\u52a9\u7ed5\u8fc7\u6b64\u7c7b\u9650\u5236\u3002<\/p>\n<\/li>\n<\/ol>\n

                \u76f8\u5173\u94fe\u63a5<\/h2>\n

                \u6709\u5173\u6258\u7ba1\u7b14\u8bb0\u672c\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u8bbf\u95ee\u4ee5\u4e0b\u94fe\u63a5\uff1a<\/p>\n

                  \n
                1. Jupyter \u7b14\u8bb0\u672c\u6587\u6863<\/a><\/li>\n
                2. \u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/a><\/li>\n
                3. \u5fae\u8f6fAzure\u7b14\u8bb0\u672c<\/a><\/li>\n
                4. Kaggle \u5185\u6838<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468564,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477480","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Hosted Notebooks: Empowering Productivity and Collaboration<\/mark>","faq_items":[{"question":"What are Hosted Notebooks?","answer":"

                  Hosted notebooks are web-based interactive environments that enable users to write, run, and share code seamlessly. They provide a platform for data scientists, developers, researchers, and educators to experiment, analyze data, and collaborate efficiently in a cloud-based setting.<\/p>"},{"question":"How did Hosted Notebooks originate?","answer":"

                  The concept of hosted notebooks can be traced back to the early 1990s with the Interactive Computing and Visualization Environment (ICAVE). However, it gained significant attention in 2011 with the introduction of Jupyter Notebooks, developed by Fernando P\u00e9rez and Robert Kern.<\/p>"},{"question":"What features do Hosted Notebooks offer?","answer":"

                  Hosted notebooks come equipped with several key features, including:<\/p>

                  • Code Cells for interactive coding<\/li>
                  • Markdown Cells for explanatory text and media<\/li>
                  • Output Display to visualize results<\/li>
                  • Kernels for code execution in different languages<\/li>
                  • Saving and Sharing for collaboration and reproducibility.<\/li><\/ul>"},{"question":"How do Hosted Notebooks work internally?","answer":"

                    Hosted notebooks operate on a client-server architecture. The client interface, a web-based UI, allows users to interact with notebooks, while the notebook server executes code, manages kernels, and handles interactions with the client interface.<\/p>"},{"question":"What are the different types of Hosted Notebooks?","answer":"

                    There are various types of hosted notebooks catering to specific needs, including:<\/p>

                    • Jupyter Notebooks: The most popular type supporting multiple programming languages and extensions.<\/li>
                    • Google Colab: Hosted by Google, offering free access to GPUs and TPUs for accelerated computation.<\/li>
                    • Microsoft Azure Notebooks: Hosted on Microsoft Azure cloud, providing a platform for data science and analytics tasks.<\/li>
                    • Kaggle Kernels: Integrated with Kaggle's data science platform, allowing users to create, share, and reproduce analyses.<\/li><\/ul>"},{"question":"How can I use Hosted Notebooks, and what problems can I encounter?","answer":"

                      Hosted notebooks find applications in data analysis, machine learning, teaching, research, and prototyping. Some common problems users may encounter include resource limitations, code compatibility issues, and security concerns. Solutions involve switching to more powerful instances, ensuring library compatibility, and being cautious with sensitive data.<\/p>"},{"question":"How do Hosted Notebooks compare to similar terms?","answer":"

                      Hosted notebooks stand out as interactive coding environments with collaboration features, distinguishing them from cloud IDEs, text editors, and local notebooks.<\/p>"},{"question":"What does the future hold for Hosted Notebooks?","answer":"

                      The future of hosted notebooks will likely see improvements in performance, AI assistance, real-time collaboration, and containerization, making coding more efficient and user-friendly.<\/p>"},{"question":"How can proxy servers be used with Hosted Notebooks?","answer":"

                      Proxy servers play a role in enhancing security and privacy for hosted notebooks by anonymizing users, filtering traffic, and bypassing restrictions.<\/p>

                      For more information and resources about hosted notebooks, refer to the related links provided in the article.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/477480","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\/477480\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media\/468564"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media?parent=477480"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}