{"id":402896,"date":"2023-11-06T03:00:00","date_gmt":"2023-11-06T02:00:00","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=team&#038;p=402896"},"modified":"2023-11-06T03:00:02","modified_gmt":"2023-11-06T02:00:02","slug":"curiosity-driven-researchers-between-industry-and-academia-part-2","status":"publish","type":"team","link":"https:\/\/blog.jetbrains.com\/zh-hans\/team\/2023\/11\/06\/curiosity-driven-researchers-between-industry-and-academia-part-2\/","title":{"rendered":"\u597d\u5947\u5fc3\u9a71\u52a8\u7684\u7814\u7a76\u5458\uff1a\u4ea7\u5b66\u4e4b\u95f4\uff0c\u7b2c\u4e8c\u90e8\u5206"},"content":{"rendered":"<p>\u8fd9\u662f\u5bf9 JetBrains <a href=\"https:\/\/lp.jetbrains.com\/research\/ml_methods\/?_ga=2.63710252.2021283015.1698043755-786891144.1671447324&amp;_gl=1*1dpje2y*_ga*Nzg2ODkxMTQ0LjE2NzE0NDczMjQ.*_ga_9J976DJZ68*MTY5ODE1MDA1Ny4xMzAuMS4xNjk4MTUwMjA5LjYwLjAuMA..\" target=\"_blank\" rel=\"noopener\" data-type=\"link\" data-id=\"https:\/\/lp.jetbrains.com\/research\/ml_methods\/?_ga=2.63710252.2021283015.1698043755-786891144.1671447324&amp;_gl=1*1dpje2y*_ga*Nzg2ODkxMTQ0LjE2NzE0NDczMjQ.*_ga_9J976DJZ68*MTY5ODE1MDA1Ny4xMzAuMS4xNjk4MTUwMjA5LjYwLjAuMA..\">\u8f6f\u4ef6\u5de5\u7a0b\u673a\u5668\u5b66\u4e60\u65b9\u6cd5<\/a>\u7814\u7a76\u5b9e\u9a8c\u5ba4\u8d1f\u8d23\u4eba Timofey Bryksin \u7684\u91c7\u8bbf\u7684\u7b2c\u4e8c\u90e8\u5206\uff0c\u4ed6\u5728\u8fd9\u90e8\u5206\u4e2d\u5206\u4eab\u4e86\u5bf9 IDE \u7684\u672a\u6765\u3001LLM \u5de5\u5177\u4ee5\u53ca\u5f00\u53d1\u8005\u89d2\u8272\u53d8\u5316\u7684\u770b\u6cd5\u3002 \u53ef\u4ee5\u5728<a href=\"https:\/\/blog.jetbrains.com\/team\/2023\/07\/12\/curiosity-driven-researchers-between-industry-and-academia\/\" data-type=\"link\" data-id=\"https:\/\/blog.jetbrains.com\/team\/2023\/07\/12\/curiosity-driven-researchers-between-industry-and-academia\/\">\u6b64\u5904<\/a>\u53c2\u9605\u7b2c\u4e00\u90e8\u5206\u3002<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-399713\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/10\/T.Bryksin_2.png\" alt=\"Timofey Bryksin\uff0cJetBrains \u8f6f\u4ef6\u5de5\u7a0b\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u7814\u7a76\u5b9e\u9a8c\u5ba4\u8d1f\u8d23\u4eba\" width=\"1280\" height=\"960\" \/>\n<figcaption class=\"wp-element-caption\">Timofey Bryksin\uff0cJetBrains \u8f6f\u4ef6\u5de5\u7a0b\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u7814\u7a76\u5b9e\u9a8c\u5ba4\u8d1f\u8d23\u4eba<\/figcaption>\n<\/figure>\n<p><strong>\u4f60\u4eec\u5b9e\u9a8c\u5ba4\u7684\u6700\u65b0\u51fa\u7248\u7269\u5173\u6ce8\u7684\u662f\u81ea\u7136\u8bed\u8a00\u6587\u672c\u7f16\u8f91\u5668\u53ef\u4ee5\u4ece IDE \u5b66\u5230\u4ec0\u4e48\uff0c \u80fd\u4e3e\u4e00\u4e2a\u4f8b\u5b50\u5417\uff1f<\/strong><\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u66f4\u591a\u7684\u662f\u5bf9\u884c\u4e1a\u7684\u547c\u5401\uff0c\u800c\u4e0d\u662f\u62a5\u544a\u7ed3\u679c\u3002 \u6211\u4eec\u5728\u6587\u672c\u7f16\u8f91\u65b9\u9762\u6709\u5f88\u591a\u7ecf\u9a8c\uff0c\u6240\u4ee5\u6211\u4eec\u77e5\u9053\u5904\u7406\u6587\u672c\u7684\u5177\u4f53\u7ec6\u8282\u3002 \u8f6f\u4ef6\u5f00\u53d1\u4e2d\u6d89\u53ca\u7684\u8ba4\u77e5\u8d1f\u8377\u975e\u5e38\u5927\uff0c\u56e0\u4e3a\u7f16\u7a0b\u4e0d\u4ec5\u4ec5\u662f\u6253\u5b57\uff0c\u66f4\u662f\u7ec4\u7ec7\u601d\u60f3\u3002 IDE \u975e\u5e38\u64c5\u957f\u901a\u8fc7\u8bed\u6cd5\u9ad8\u4eae\u663e\u793a\uff0c\u6216\u4f7f\u7528\u5141\u8bb8\u7edf\u4e00\u683c\u5f0f\u5316\u5176\u4ed6\u4eba\u4ee3\u7801\u7684\u683c\u5f0f\u7ea6\u5b9a\u7b49\u529f\u80fd\u51cf\u5c11\u8fd9\u79cd\u8ba4\u77e5\u8d1f\u8377\u3002 IDE \u7406\u89e3\u6587\u672c\u7684\u5e95\u5c42\u7ed3\u6784\uff0c\u63d0\u4f9b\u5bf9\u53ef\u80fd\u88ab\u5ffd\u7565\u7684\u8054\u7cfb\u7684\u6d1e\u5bdf\u3002 \u6211\u4eec\u7684\u60f3\u6cd5\u662f\uff0c\u8fd9\u79cd\u79ef\u7d2f\u7684\u77e5\u8bc6\u53ef\u80fd\u4f1a\u5728\u4ee3\u7801\u4e4b\u5916\u3001\u5176\u4ed6\u7c7b\u578b\u7684\u6587\u672c\u7f16\u8f91\u5668\u4e2d\u53d1\u6325\u4f5c\u7528\u3002 \u5728\u81ea\u7136\u8bed\u8a00\u4e2d\uff0c\u60a8\u53ef\u4ee5\u5373\u65f6\u8bc6\u522b\u548c\u9ad8\u4eae\u663e\u793a\u7ed3\u6784\u6216\u751f\u6210\u603b\u7ed3\u3002 \u5177\u4f53\u65b9\u6cd5\u4ecd\u7136\u662f\u4e00\u4e2a\u5f00\u653e\u5f0f\u95ee\u9898\uff0c\u4f46\u6211\u4eec\u8ba4\u4e3a\u8fd9\u503c\u5f97\u8fdb\u4e00\u6b65\u601d\u8003\u3002 \u81ea\u7136\u8bed\u8a00\u4efb\u52a1\u76f8\u5173\u8ba4\u77e5\u8d1f\u8377\u7684\u7814\u7a76\u53d6\u5f97\u4e86\u5207\u5b9e\u8fdb\u5c55\uff0c\u6211\u4eec\u5728 IDE \u5904\u7406\u4ee3\u7801\u7684\u65b9\u5f0f\u4e2d\u770b\u5230\u7684\u7c7b\u4f3c\u7b56\u7565\u4e5f\u5f88\u6709\u7528\uff0c\u4f8b\u5982\u8bed\u6cd5\u9ad8\u4eae\u663e\u793a\u3001\u547d\u540d\u7ea6\u5b9a\u548c\u57fa\u4e8e\u4e0a\u4e0b\u6587\u7684\u529f\u80fd\u3002 \u00a0<\/p>\n<p>\u6211\u4eec\u5df2\u7ecf\u5728\u8fd9\u4e2a\u9886\u57df\u53d1\u8868\u4e86\u4e00\u4e9b\u5c0f\u6587\u7ae0\uff0c\u4e5f\u76f8\u4fe1\u8fd9\u4e2a\u65b9\u5411\u503c\u5f97\u8fdb\u4e00\u6b65\u63a2\u7d22\u3002 \u7279\u522b\u662f\u5bf9\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5f88\u660e\u663e\uff0c\u6211\u4eec\u73b0\u5728\u9700\u8981\u91cd\u65b0\u8003\u8651\u5f00\u53d1\u8005\u5de5\u5177\u53ca\u5176\u4f7f\u7528\u65b9\u5f0f\u3002 \u4f8b\u5982\uff0cGitHub Copilot X \u6f14\u793a\u4e86\u4e00\u4e2a\u804a\u5929\u529f\u80fd\uff0c\u5728\u8fd9\u4e2a\u529f\u80fd\u4e2d\u60a8\u53ef\u4ee5\u8981\u6c42 IDE \u67e5\u627e\u4ee3\u7801\u4e2d\u7684\u9519\u8bef\u3002 \u672a\u6765\u8fd8\u53ef\u80fd\u4f1a\u6dfb\u52a0\u8bed\u97f3\u754c\u9762\u3002<\/p>\n<p><strong>\u672a\u6765\u7684 IDE \u4f1a\u652f\u6301\u8bed\u97f3\u63a7\u5236\u5417\uff1f<\/strong><\/p>\n<p>\u4e24\u5e74\u524d\uff0c\u6211\u505a\u4e86\u624b\u672f\uff0c\u6574\u4e2a\u590f\u5929\u90fd\u65e0\u6cd5\u4f7f\u7528\u624b\u81c2\u3002 \u53ea\u7528\u4e00\u53ea\u624b\u6253\u5b57\u5f88\u7d2f\u4eba\uff0c\u6240\u4ee5\u6211\u5b89\u88c5\u4e86\u4e00\u4e9b\u8bed\u97f3\u8f6c\u6587\u672c\u5de5\u5177\u3002 \u8fd9\u6837\u6211\u5c31\u53ef\u4ee5\u5728 Slack \u4e2d\u804a\u5929\uff0c\u4e5f\u53ef\u4ee5\u53ea\u4f7f\u7528\u8bed\u97f3\u6253\u5b57\u3002 \u8fd9\u4e9b\u5de5\u5177\u6216\u591a\u6216\u5c11\u90fd\u80fd\u534f\u52a9\u5de5\u4f5c\uff0c\u800c\u4e14\u76f8\u5f53\u65b9\u4fbf\u3002\u00a0<\/p>\n<p>\u4f46\u624b\u81c2\u75ca\u6108\u540e\uff0c\u6211\u5c31\u7acb\u523b\u56de\u5f52\u53cc\u624b\u6253\u5b57\uff0c\u5f7b\u5e95\u4e0d\u518d\u4f7f\u7528\u8bed\u97f3\u52a9\u624b\u3002 \u56e0\u4e3a\u6253\u5b57\u548c\u6572\u6807\u70b9\u611f\u89c9\u5c31\u662f\u66f4\u5feb\u3001\u66f4\u719f\u6089\u3002 \u8bb0\u5f97\u667a\u80fd\u97f3\u7bb1\u548c\u8bed\u97f3\u52a9\u624b\u521a\u95ee\u4e16\u7684\u65f6\u5019\u5417\uff1f \u90fd\u8bf4\u5b83\u4eec\u5c06\u4e0e\u4eba\u7c7b\u6c9f\u901a\u5bf9\u8bdd\uff0c\u6210\u4e3a\u4eba\u7c7b\u7684\u7ec8\u6781\u52a9\u624b\u3002 \u73b0\u5728\u5462\uff0c\u8fd9\u4e9b\u8bbe\u5907\u5927\u591a\u53ea\u662f\u7528\u6765\u62a5\u544a\u5929\u6c14\u548c\u8bbe\u7f6e\u95f9\u949f\u3002 \u4e0d\u8fc7\uff0c\u5bf9\u4e8e IDE\uff0c\u8bed\u97f3\u8f93\u5165\u8fd8\u662f\u5177\u6709\u4e00\u5b9a\u6f5c\u529b\u7684\uff0c\u56e0\u4e3a\u67d0\u4e9b\u547d\u4ee4\u53ef\u4ee5\u901a\u8fc7\u58f0\u97f3\u4f20\u9012\u7ed9\u52a9\u624b\u3002 \u201c\u5728\u8fd9\u91cc\u67e5\u627e\u9519\u8bef\u201d\u3001\u201c\u91cd\u6784\u201d\u3001\u201c\u628a\u5b83\u63d0\u53d6\u5230\u4e00\u4e2a\u5355\u72ec\u7684\u51fd\u6570\u4e2d\u201d \u2013 \u8fd9\u4e9b\u547d\u4ee4\u4e0e\u81ea\u7136\u8bed\u8a00\u975e\u5e38\u76f8\u4f3c\u3002 \u5982\u4eca\uff0c\u4eba\u4eec\u666e\u904d\u4e60\u60ef\u53d1\u9001\u8bed\u97f3\u6d88\u606f\uff0c \u8fd9\u79cd\u901a\u4fe1\u65b9\u5f0f\u751a\u81f3\u662f\u90e8\u5206\u4eba\u7684\u9996\u9009\u3002 \u4e5f\u8bb8\u4e0b\u4e00\u4ee3\u5f00\u53d1\u8005\u4f1a\u6709\u81ea\u5df1\u7684\u60f3\u6cd5\uff0c\u51e0\u4ee3\u4eba\u4e4b\u540e\uff0c\u53ef\u80fd\u8fde\u952e\u76d8\u90fd\u4f1a\u8fc7\u65f6\u3002\u00a0<\/p>\n<p><strong>\u5173\u4e8e\u672a\u6765\u7684 IDE\uff0c\u6211\u4eec\u8fd8\u77e5\u9053\u4e9b\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p>\u6211\u76f8\u4fe1\uff0c\u8003\u8651\u5230\u8fd9\u4e9b\u65b0\u7684\u52a9\u624b\u548c\u8bed\u8a00\u6a21\u578b\uff0c\u6211\u4eec\u5c06\u5f7b\u5e95\u91cd\u65b0\u8bc4\u4f30\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002 \u5982\u679c\u5f00\u53d1\u8005\u7684\u89d2\u8272\u5f00\u59cb\u4ece\u5355\u7eaf\u7684\u7f16\u7801\u8f6c\u5411\u66f4\u590d\u6742\u7684\u9ad8\u7ea7\u4efb\u52a1\uff0c\u4f8b\u5982\u8bbe\u8ba1\u3001\u9700\u6c42\u6982\u8ff0\u3001\u7ec4\u4ef6\u5f00\u53d1\u548c\u7cfb\u7edf\u6784\u5efa\uff0c\u8fd9\u5c31\u4f1a\u4fc3\u4f7f\u6211\u4eec\u6539\u9020\u5de5\u5177\u3002<\/p>\n<p><strong>\u5927\u8bed\u8a00\u6a21\u578b\u5c06\u5982\u4f55\u5f71\u54cd\u8f6f\u4ef6\u5f00\u53d1\u884c\u4e1a\uff1f<\/strong><\/p>\n<p>\u4ece\u5178\u578b\u7ecf\u9a8c\u6cdb\u5316\u5f88\u9002\u5408\u65e5\u5e38\u4efb\u52a1\uff0c\u4f46\u4e0d\u80fd\u4ea7\u751f\u65b0\u7684\u77e5\u8bc6\u3002 \u56e0\u6b64\uff0cLLM \u4e0d\u592a\u53ef\u80fd\u5f71\u54cd\u901a\u5e38\u9700\u8981\u667a\u529b\u52b3\u52a8\u7684\u4efb\u52a1\uff0c \u800c\u66f4\u6709\u53ef\u80fd\u7528\u4e8e\u5c06\u8981\uff08\u4e5f\u5e94\u8be5\uff09\u81ea\u52a8\u5316\u7684\u65e5\u5e38\u673a\u68b0\u6027\u4efb\u52a1\u3002 \u4e5f\u5c31\u662f\u8bf4\uff0c\u4e3a\u5ba0\u7269\u5e97\u7f16\u5199\u7740\u9646\u9875\u80af\u5b9a\u4f1a\u59d4\u6258\u7ed9 GPT \u6a21\u578b\u3002 \u7136\u800c\uff0c\u521b\u5efa\u667a\u80fd\u7cfb\u7edf\u548c\u5f00\u53d1\u65b0\u7b97\u6cd5\u8fd9\u6837\u7684\u4efb\u52a1\u4ecd\u7136\u9700\u8981\u521b\u65b0\u601d\u7ef4\uff0c\u8fd9\u662f\u6a21\u578b\u76ee\u524d\u65e0\u6cd5\u505a\u5230\u7684\u3002 \u53e6\u4e00\u4e2a\u91cd\u5927\u7684\u5b9e\u9645\u95ee\u9898\u662f\u5982\u4f55\u56f4\u7ed5 LLM \u5de5\u5177\u6784\u5efa\u5f00\u53d1\u5de5\u4f5c\u6d41\u3002 JetBrains \u6b63\u5728\u79ef\u6781\u7814\u8ba8\u672a\u6765\u7684\u5f00\u53d1\u5de5\u5177\u548c\u521b\u5efa\u539f\u578b\uff0c\u5f88\u5feb\u5c31\u53ef\u4ee5\u5f00\u59cb\u5206\u4eab\u8fdb\u5c55\u3002<\/p>\n<p><strong>\u4f60\u4eec\u81ea\u5df1\u90fd\u4f7f\u7528\u4ec0\u4e48\u5de5\u5177\uff1f<\/strong><\/p>\n<p>\u6211\u4eec\u4e0d\u4f9d\u8d56\u4efb\u4f55\u7279\u6b8a\u89e3\u51b3\u65b9\u6848\uff0c\u56e0\u4e3a\u6211\u4eec\u7684\u5927\u591a\u6570\u9879\u76ee\u901a\u5e38\u90fd\u4ee5\u539f\u578b\u7ed3\u675f\uff0c\u666e\u901a\u7684\u7248\u672c\u63a7\u5236\u548c\u8c03\u8bd5\u7cfb\u7edf\u4e5f\u80fd\u591f\u6ee1\u8db3\u5f00\u53d1\u3002\u00a0<\/p>\n<p>\u4e0d\u8fc7\uff0c\u6211\u4eec\u786e\u5b9e\u9700\u8981\u4e13\u5c5e\u5de5\u5177\u6765\u5904\u7406\u4ee3\u7801\u548c\u4e0d\u540c\u7684\u6587\u672c\u7247\u6bb5\uff0c\u6536\u96c6\u548c\u5206\u6790\u6570\u636e\uff0c\u4ee5\u53ca\u521b\u5efa\u6570\u636e\u96c6\u3002 \u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u81ea\u5df1\u7684\u5e93\u3002\u00a0 \u4f8b\u5982\uff0c\u4e3a Python \u4ee3\u7801\u6784\u5efa\u7a0b\u5e8f\u4f9d\u8d56\u5173\u7cfb\u56fe\u7684\u95ee\u9898\u8fd8\u6ca1\u6709\u89e3\u51b3\uff0c\u4e5f\u8fd8\u6ca1\u6709\u529f\u80fd\u9f50\u5168\u7684\u5e93\u3002 \u8fd9\u4e3b\u8981\u662f\u7531\u4e8e\u4e3a\u52a8\u6001\u7c7b\u578b\u8bed\u8a00\u5b9e\u73b0\u6b64\u7c7b\u9759\u6001\u529f\u80fd\u7684\u590d\u6742\u6027\u3002 \u6240\u4ee5\uff0c\u6211\u4eec\u9700\u8981\u81ea\u5df1\u5b8c\u6210\u3002\u00a0<\/p>\n<p>\u9664\u4e86\u6570\u636e\u6536\u96c6\uff0c\u6211\u4eec\u591a\u5e74\u6765\u4e00\u76f4\u5728\u5f00\u53d1\u5f00\u6e90\u5e93 <a href=\"https:\/\/github.com\/jetBrains-Research\/kinference\" target=\"_blank\" rel=\"noopener\">KInference<\/a>\u3002 \u5b83\u89e3\u51b3\u4e86\u5c06\u901a\u5e38\u4f7f\u7528 Python \u8bad\u7ec3\u7684\u795e\u7ecf\u6a21\u578b\u4e0e IDE \u96c6\u6210\u7684\u6311\u6218\uff0c\u7279\u522b\u662f\u5728 JVM \u73af\u5883\uff08Java\u3001Kotlin\u3001Scala\uff0c\u65e0\u6240\u8c13\uff09\u4e2d\u6267\u884c\u8fd9\u4e9b\u6a21\u578b\u3002 \u6709\u591a\u79cd\u5e93\u53ef\u4ee5\u6ee1\u8db3\u8fd9\u4e00\u76ee\u7684\uff0c\u4f46\u6ca1\u6709\u4e00\u4e2a\u7b26\u5408\u6211\u4eec\u5728\u8de8\u5e73\u53f0\u73af\u5883\u4e2d\u5bf9\u901f\u5ea6\u3001\u5185\u5b58\u548c\u7a33\u5b9a\u6027\u7684\u8981\u6c42\u3002 \u6240\u4ee5\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u81ea\u5df1\u7684\u5feb\u901f\u8f7b\u91cf\u578b\u5e93\uff0c\u5728\u7eaf Kotlin \u4e2d\u6267\u884c ONNX \u6a21\u578b\u63a8\u65ad\u3002 \u5b83\u7684\u5b9e\u73b0\u975e\u5e38\u9ad8\u6548\uff0c\u6211\u4eec\u7684\u5f00\u53d1\u8005\u6b63\u5728\u6df1\u5165\u7814\u7a76\u5185\u5b58\u548c CPU \u7f13\u5b58\u4f7f\u7528\u4f18\u5316\uff0c\u786e\u4fdd\u5feb\u901f\u8ba1\u7b97\u3002 \u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u5c06\u590d\u6742\u7684\u795e\u7ecf\u6a21\u578b\u5f15\u5165\u4efb\u4f55\u57fa\u4e8e JVM \u7684\u8bed\u8a00\uff0c\u610f\u5473\u7740\u6211\u4eec\u53ef\u4ee5\u4e3a\u6211\u4eec\u7684 IDE \u548c\u5176\u4ed6\u597d\u4e1c\u897f\u521b\u5efa\u63d2\u4ef6\u3002 \u4f8b\u5982\uff0c<a href=\"https:\/\/lp.jetbrains.com\/grazie-platform-landing\/\" target=\"_blank\" rel=\"noopener\">Grazie<\/a> \u5e73\u53f0\u4e2d\u7684\u4e00\u4e9b\u6a21\u578b\u5c31\u662f\u4ee5\u8fd9\u4e2a\u5e93\u4e3a\u57fa\u7840\u6784\u5efa\u7684\u3002 \u6211\u4eec\u6b63\u5728\u79ef\u6781\u589e\u5f3a\u8fd9\u4e2a\u5de5\u5177\uff0c\u4e5f\u5728\u5c06\u5176\u652f\u6301\u6269\u5c55\u5230\u5176\u4ed6\u795e\u7ecf\u7b97\u5b50\u3002<\/p>\n<p><strong>\u4f60\u4eec\u8bad\u7ec3\u8fc7\u7684\u6700\u5927\u7684\u6a21\u578b\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p>\u6211\u4eec\u4e3a\u7814\u7a76\u76ee\u7684\u8bad\u7ec3\u7684\u6700\u5927\u6a21\u578b\u5927\u7ea6\u6709 2-3 \u4ebf\u4e2a\u53c2\u6570\u3002 \u4e0d\u8fc7\uff0c\u6211\u4eec\u4e5f\u5173\u6ce8\u53ef\u4ee5\u5728\u7528\u6237\u8ba1\u7b97\u673a\u4e0a\u672c\u5730\u8fd0\u884c\u548c\u4f7f\u7528\u672c\u5730\u6570\u636e\u7684\u6a21\u578b\u3002 \u8fd9\u79cd\u65b9\u5f0f\u7279\u522b\u6d88\u9664\u4e86\u9690\u79c1\u548c GDPR \u62c5\u5fe7\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0d\u5411\u5916\u90e8\u53d1\u9001\u4efb\u4f55\u6570\u636e\uff0c\u8fd9\u7ed9\u4e86\u6211\u4eec\u5f88\u5927\u81ea\u7531\u3002 \u5982\u679c\u9700\u8981\u5c06\u6570\u636e\u53d1\u9001\u5230\u5176\u4ed6\u5730\u65b9\uff0c\u9690\u79c1\u5c31\u4f1a\u6210\u4e3a\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u3002<\/p>\n<p><strong>\u4f60\u4eec\u4f7f\u7528\u4ec0\u4e48\u5e93\u6765\u4f18\u5316\u4ea7\u54c1\u4e2d\u6a21\u578b\u7684\u6027\u80fd\uff1f<\/strong><\/p>\n<p>\u91cd\u70b9\u4e0d\u662f\u5e93\uff0c\u800c\u662f\u65b9\u5f0f\u3002 \u8bad\u7ec3\u671f\u95f4\uff0c\u6211\u4eec\u5c1d\u8bd5\u5e94\u7528\u793e\u533a\u63d0\u51fa\u7684\u6240\u6709\u6280\u672f\uff1a\u84b8\u998f\u3001\u5927\u5c0f\u7f29\u51cf\u7b49\u3002 \u4e4b\u540e\uff0c\u5f88\u5927\u4e00\u90e8\u5206\u6a21\u578b\u5728 KInference \u4e0a\u8fd0\u884c\uff0c\u6267\u884c\u6548\u7387\u975e\u5e38\u9ad8\u3002 \u8fd9\u5bf9\u4e8e\u52a0\u901f\u548c\u538b\u7f29\u6a21\u578b\u90fd\u5f88\u6709\u5e2e\u52a9\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u901f\u5ea6\u5728 2023 \u5e74\u4ecd\u7136\u91cd\u8981\uff1f \u8ba1\u7b97\u80fd\u529b\u6709\u9650\u7684\u95ee\u9898\u4ecd\u7136\u6709\u610f\u4e49\u5417\uff1f<\/strong><\/p>\n<p>\u53ea\u8981\u6211\u4eec\u4e0d\u662f\u5728\u8c08\u8bba\u8d85\u5927\u578b\u6a21\u578b\uff0c\u90a3\u4e48\u5728\u670d\u52a1\u5668\u4e0a\uff0c\u8fd9\u5c31\u4e0d\u518d\u662f\u4e00\u4e2a\u5927\u95ee\u9898\u3002 \u4e0d\u8fc7\uff0c\u5982\u679c\u5c06\u7b14\u8bb0\u672c\u7535\u8111\u653e\u5728\u817f\u4e0a\uff0c\u5b83\u6563\u53d1\u7684\u70ed\u91cf\u80fd\u7ed9\u6574\u4e2a\u623f\u95f4\u4f9b\u6696\uff0c\u8fd9\u5c31\u53d8\u5f97\u5f88\u91cd\u8981\u4e86\u3002 \u5f00\u53d1\u8005\u5de5\u5177\u53ef\u80fd\u975e\u5e38\u6d88\u8017\u8d44\u6e90\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u5927\u578b\u4ee3\u7801\u5e93\u65f6\u3002 \u4ee5\u91cd\u6784\u7b49\u66f4\u9ad8\u7ea7\u7684 IDE \u529f\u80fd\u4e3a\u4f8b\uff0c\u5b83\u4eec\u901a\u5e38\u9700\u8981\u5bf9\u6574\u4e2a\u9879\u76ee\u7f16\u5236\u7d22\u5f15\u3002 \u5bf9\u4e8e\u96c6\u6210\u5230 IDE \u4e2d\u7684\u6a21\u578b\uff0c\u7406\u60f3\u7684\u54cd\u5e94\u65f6\u95f4\u5e94\u8be5\u5728\u51e0\u5341\u6beb\u79d2\u8303\u56f4\u5185\uff0c\u5e76\u4e14\u5176\u5185\u5b58\u4f7f\u7528\u91cf\u5e94\u8be5\u5c3d\u53ef\u80fd\u5c0f \u2013 \u53ea\u6709\u51e0\u5146\u5b57\u8282\u3002 \u5f53\u7136\uff0c\u60a8\u53ef\u4ee5\u5f15\u5165\u66f4\u8017\u8d44\u6e90\u7684\u6a21\u578b\uff0c\u4f46\u7406\u7531\u5fc5\u987b\u5145\u5206\uff0c\u4f8b\u5982\uff0c\u5982\u679c\u76ee\u6807\u662f\u5b9e\u73b0\u771f\u6b63\u8ba9\u7528\u6237\u201c\u60ca\u53f9\u201d\u7684\u529f\u80fd\u3002 \u603b\u4e4b\uff0c\u4f60\u59cb\u7ec8\u9700\u8981\u8003\u8651\u5230\u8d44\u6e90\u6d88\u8017\u3002\u00a0<\/p>\n<p><strong>\u4f60\u4eec\u5982\u4f55\u5728\u901f\u5ea6\u3001\u51c6\u786e\u6027\u548c\u5b8c\u6574\u6027\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\uff1f<\/strong><\/p>\n<p>\u6d89\u53ca IDE \u5185 AI \u52a9\u624b\uff08\u4f8b\u5982\uff0c\u5728\u6709\u6548\u9879\u76ee\u4e2d\u67e5\u627e bug \u5e76\u5728\u4ee3\u7801\u7f16\u8f91\u5668\u4e2d\u5efa\u8bae\u4fee\u6b63\u7684\u5de5\u5177\uff09\u65f6\uff0c\u6211\u4eec\u901a\u5e38\u503e\u5411\u4e8e\u51c6\u786e\u6027\u3002 \u9700\u8981\u4e24\u79d2\u624d\u80fd\u5de5\u4f5c\u7684\u51c6\u786e\u7387\u8fbe 99.9% \u7684\u6a21\u578b\u901a\u5e38\u6bd4\u7acb\u5373\u8fd0\u884c\u4f46\u51c6\u786e\u7387\u4ec5\u4e3a 95% \u7684\u6a21\u578b\u66f4\u53d7\u9752\u7750\u3002 \u8fd9\u662f\u56e0\u4e3a\uff0c\u540e\u8005\u6709\u4e8c\u5341\u5206\u4e4b\u4e00\u7684\u6982\u7387\u63d0\u4f9b\u4e0d\u6b63\u786e\u7684\u5efa\u8bae\uff0c\u8fdb\u800c\u9020\u6210\u56f0\u6270\u3002 \u6211\u4eec\u5e0c\u671b\u786e\u4fdd\u7684\u662f\uff0c\u8fd9\u79cd\u8f85\u52a9\u4e0d\u4f1a\u8ba9\u5f00\u53d1\u8005\u611f\u5230\u70e6\u607c\u4ee5\u81f3\u4e8e\u4ed6\u4eec\u5b81\u613f\u5192\u9669\u4e0d\u4f7f\u7528\u3002 \u907f\u514d\u8bef\u62a5\u81f3\u5173\u91cd\u8981\uff0c\u5426\u5219\u5f00\u53d1\u8005\u5c06\u4e0d\u5f97\u4e0d\u6d6a\u8d39\u65f6\u95f4\u6765\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u5e76\u5f04\u6e05\u695a\u5b83\u4eec\u786e\u5b9e\u662f\u8bef\u62a5\uff0c\u800c\u8fd9\u5fc5\u7136\u4f1a\u5e26\u6765\u8d1f\u9762\u60c5\u7eea\u3002\u00a0<\/p>\n<p>\u901f\u5ea6\u548c\u51c6\u786e\u6027\u4e4b\u95f4\u7684\u6743\u8861\u6709\u65f6\u53ef\u4ee5\u901a\u8fc7\u8f85\u52a9\u6027\u5de5\u7a0b\u8c03\u6574\u6216\u9884\u8ba1\u7b97\u6765\u89e3\u51b3\u3002 \u6b64\u5916\uff0c\u95ee\u9898\u4e0d\u5fc5\u5b9e\u65f6\u89e3\u51b3\uff1a\u5206\u6790\u7f16\u5199\u7684\u4ee3\u7801\u65f6\uff0c\u5f00\u53d1\u8005\u7a0d\u665a\u4e00\u70b9\u83b7\u5f97\u5efa\u8bae\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u3002 \u8fd9\u4e9b\u5efa\u8bae\u4e0d\u5fc5\u7acb\u5373\u663e\u793a\u3002\u00a0<\/p>\n<p>\u5f53\u7136\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u68c0\u51fa\u6bcf\u4e00\u4e2a\u6f5c\u5728\u95ee\u9898\u975e\u5e38\u91cd\u8981\u3002 \u90a3\u4e48\uff0c\u5f00\u53d1\u8005\u662f\u5426\u82b1\u8d39\u989d\u5916\u7684\u65f6\u95f4\u6765\u5904\u7406\u8bef\u62a5\u4e5f\u5c31\u4e0d\u90a3\u4e48\u91cd\u8981\u4e86\u3002 \u4e3e\u4f8b\u6765\u8bf4\uff0c\u641c\u7d22\u5b89\u5168\u6f0f\u6d1e\u65f6\uff0c\u8fd9\u79cd\u60c5\u51b5\u7ecf\u5e38\u53d1\u751f\u3002 \u4e0d\u8fc7\uff0c\u8fd9\u6837\u7684\u4efb\u52a1\u5728\u6211\u4eec\u7684\u9879\u76ee\u4e2d\u5e76\u4e0d\u5e38\u89c1\u3002<\/p>\n<p><strong>\u5f00\u53d1\u65b0\u529f\u80fd\u65f6\u8fd8\u9700\u8981\u8003\u8651\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p>\u52a1\u5fc5\u8003\u8651\u52a9\u624b\u5982\u4f55\u96c6\u6210\u5230\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6d41\u4e2d\u3002 \u6211\u8ba4\u4e3a\u793e\u533a\u5bf9\u8fd9\u4e9b\u95ee\u9898\u7684\u5173\u6ce8\u8fd8\u4e0d\u591f\u3002 \u4eba\u4eec\u7ecf\u5e38\u4f1a\u63d0\u51fa\u65b0\u7684\u65b9\u5f0f\u548c\u5de5\u5177\uff0c\u4f46\u91cd\u70b9\u662f\u4e86\u89e3\u8fd9\u4e9b\u5de5\u5177\u5982\u4f55\u9002\u5e94\u5178\u578b\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u3002 \u4f60\u6bcf\u5929\u90fd\u4f1a\u542c\u5230\u8fd9\u6837\u7684\u8bdd\uff1a\u201c\u6211\u5c1d\u8bd5\u4e86\u8fd9\u4e2a\u529f\u80fd\uff0c\u5b83\u663e\u793a\u4e86\u4e09\u6b21\u5947\u602a\u7684\u4e1c\u897f\uff0c\u7136\u540e\u6211\u5c31\u628a\u5b83\u5173\u6389\u4e86\u3002\u201d<\/p>\n<p><strong>\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4ec0\u4e48\u65b9\u5f0f\u624d\u662f\u6b63\u786e\u7684\uff1f<\/strong><\/p>\n<p>\u5927\u591a\u6570\u5de5\u5177\u9700\u8981\u7528\u6237\u91c7\u53d6\u76f8\u5f53\u5927\u7684\u4e3b\u52a8\u6027\u3002 \u4ed6\u4eec\u5fc5\u987b\u8bb0\u4f4f\u5de5\u5177\u9996\u5148\u662f\u53ef\u7528\u7684\uff08\u8bb8\u591a\u5f00\u53d1\u8005\u5f80\u5f80\u4f1a\u5fd8\u8bb0\uff09\uff0c\u6709\u610f\u8bc6\u5730\u52aa\u529b\u8fd0\u884c\uff0c\u7136\u540e\u67e5\u770b\u6700\u7ec8\u4ea7\u751f\u7684\u7ed3\u679c\u3002 \u5728\u6211\u770b\u6765\uff0c\u8fd9\u4e9b\u5de5\u5177\u5e94\u8be5\u66f4\u52a0\u4e3b\u52a8\u3002 \u4f46\u6709\u4e00\u4e2a\u95ee\u9898\uff1a\u5982\u679c\u5de5\u5177\u4e0d\u65ad\u5411\u7528\u6237\u63d0\u51fa\u5efa\u8bae\uff0c\u5b83\u5c31\u4f1a\u6270\u4e71\u7528\u6237\u7684\u5de5\u4f5c\u6d41\u3002 \u90a3\u4e48\uff0c\u95ee\u9898\u662f\u5982\u4f55\u786e\u4fdd\u52a9\u624b\u80fd\u591f\u8bc6\u522b\u5e72\u9884\u7684\u65f6\u673a\u3002 \u5efa\u8bae\u5e94\u8be5\u5728\u5f00\u53d1\u8005\u5bf9\u4e0a\u4e0b\u6587\u4ecd\u7136\u8bb0\u5fc6\u72b9\u65b0\u7684\u7279\u5b9a\u65f6\u95f4\u63d0\u51fa\uff0c\u4f46\u4e5f\u4e0d\u5e94\u8be5\u5e72\u6270\u5f00\u53d1\u8005\u6b63\u5728\u8fdb\u884c\u7684\u4efb\u52a1\u3002 \u8fd9\u4e9b\u662f JetBrains \u6b63\u5728\u63a2\u7d22\u7684\u91cd\u8981\u95ee\u9898\u3002<\/p>\n<p><strong>\u4f60\u5bf9\u4f60\u4eec\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u7684\u7f16\u7a0b\u8bed\u8a00\u6ee1\u610f\u5417\uff1f<\/strong><\/p>\n<p>\u5b8c\u7f8e\u7684\u8bed\u8a00\u6ca1\u6709\u7edf\u4e00\u7684\u5b9a\u4e49\uff0c\u8fd9\u5b8c\u5168\u53d6\u51b3\u4e8e\u4e2a\u4eba\u559c\u597d\u548c\u5f53\u524d\u4efb\u52a1\u3002 \u4eba\u4eec\u503e\u5411\u4e8e\u4f7f\u7528\u5177\u6709\u9002\u5f53\u5de5\u5177\u7684\u8bed\u8a00\u3002 Python \u5c31\u662f\u8fd9\u6837\uff1a\u5b83\u56e0\u5f3a\u5927\u7684\u5de5\u5177\u800c\u5e7f\u53d7\u6b22\u8fce\u3002 \u7b80\u6613\u6027\u4e5f\u589e\u52a0\u4e86\u5b83\u7684\u5438\u5f15\u529b\u3002 \u4f60\u4e0d\u9700\u8981\u50cf C++ \u90a3\u6837\u82b1\u5f88\u957f\u65f6\u95f4\u53bb\u5b66\u4e60\uff0c\u4e5f\u4e0d\u9700\u8981\u4e86\u89e3\u5185\u5b58\u7684\u8fd0\u4f5c\u65b9\u5f0f\u3002 \u5f53\u7136\uff0c\u7406\u89e3\u8fd9\u4e9b\u4e1c\u897f\u5f88\u91cd\u8981\uff0c\u4f46 Python \u53ef\u4ee5\u8ba9\u4f60\u4ee5\u76f8\u5bf9\u7b80\u5355\u7684\u5b66\u4e60\u66f2\u7ebf\u5f00\u59cb\u3002 \u6211\u4eec\u4f7f\u7528 Python \u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\uff0c\u4f46\u6211\u4eec\u4e5f\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u7684\u8def\u5f84\uff0c\u4f7f\u7528 Kotlin\u3002\u00a0<\/p>\n<p>\u56e0\u6b64\uff0c\u62e5\u6709\u4e00\u79cd\u9002\u5408\u6bcf\u4e2a\u4eba\u5e76\u88ab\u666e\u904d\u91c7\u7528\u7684\u8bed\u8a00\u4f3c\u4e4e\u4e0d\u592a\u73b0\u5b9e \u2013 \u9664\u975e\u795e\u7ecf\u7f51\u7edc\u4ee5\u67d0\u79cd\u65b9\u5f0f\u53d1\u660e\u4e86\u81ea\u5df1\u7684\u8bed\u8a00\u5e76\u5f00\u59cb\u7528\u5b83\u7f16\u5199\u4ee3\u7801\u3002 \u4f46\u90a3\u5c31\u5b8c\u5168\u662f\u53e6\u4e00\u56de\u4e8b\u4e86\u3002<\/p>\n<p><strong>\u4f60\u89c2\u5bdf\u4eba\u4eec\u7f16\u5199\u4ee3\u7801\u5df2\u7ecf\u6709\u4e00\u6bb5\u65f6\u95f4\u4e86\uff0c \u8fd9\u4e9b\u5e74\u6765\u8f6f\u4ef6\u5f00\u53d1\u53d1\u751f\u4e86\u600e\u6837\u7684\u53d8\u5316\uff1f<\/strong><\/p>\n<p>\u4e3b\u8981\u8d8b\u52bf\u662f\u4efb\u52a1\u81ea\u52a8\u5316\u5de5\u5177\u7684\u53d1\u5c55\u3002<\/p>\n<p>\u5728\u4f01\u4e1a\u5f00\u53d1\u4e2d\uff0c\u4eba\u4eec\u503e\u5411\u4e8e\u4f7f\u7528\u590d\u6742\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5176\u4e2d\u7cfb\u7edf\u57fa\u7840\u67b6\u6784\u5904\u7406\u5927\u91cf\u590d\u6742\u903b\u8f91\u3002 \u8fd9\u6837\u7684\u7cfb\u7edf\u96be\u4ee5\u5f00\u53d1\uff0c\u4e5f\u96be\u4ee5\u7406\u89e3\u3002 \u5927\u7ea6\u5728 2000 \u5e74\u4ee3\u4e2d\u671f\uff0c\u968f\u7740\u654f\u6377\u65b9\u5f0f\u7684\u5174\u8d77\uff0c\u4eba\u4eec\u7684\u5fc3\u6001\u53d1\u751f\u4e86\u8f6c\u53d8\uff0c\u5f00\u59cb\u6446\u8131\u8fd9\u4e9b\u8bd5\u56fe\u540c\u65f6\u5b8c\u6210\u4e00\u5207\u7684\u5355\u4e00\u7ed3\u6784\u3002 \u5f00\u53d1\u8005\u5f00\u59cb\u503e\u5411\u4e8e\u5c06\u903b\u8f91\u5d4c\u5165\u7f16\u5199\u7684\u4ee3\u7801\u4e2d\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u5de5\u5177\u548c\u5e93\u3002\u00a0<\/p>\n<p>\u540c\u65f6\uff0c\u53ef\u4ee5\u89e3\u51b3\u7279\u5b9a\u5c0f\u4efb\u52a1\u800c\u4e0d\u662f\u6574\u4e2a\u95ee\u9898\u7684\u5de5\u5177\u7684\u6570\u91cf\u4e5f\u6709\u6240\u589e\u52a0\u3002 \u4eba\u4eec\u6b63\u5728\u5c1d\u8bd5\u5c06\u8fd9\u4e9b\u5de5\u5177\u7ed3\u5408\u8d77\u6765\u3002 \u6709\u4e9b\u7528\u4e8e\u5f00\u53d1\uff0c\u6709\u4e9b\u7528\u4e8e\u90e8\u7f72\u3001\u6d4b\u8bd5\u3001\u5206\u6790\u548c\u7248\u672c\u63a7\u5236\u7b49\u3002\u00a0<\/p>\n<p>\u53e6\u4e00\u4e2a\u663e\u8457\u7684\u8f6c\u53d8\u662f\u8ba4\u8bc6\u5230\u4eba\u7c7b\u53c2\u4e0e\u7684\u91cd\u8981\u6027\u3002 \u597d\u5728\u6211\u4eec\u5df2\u7ecf\u6446\u8131\u4e86\u4f9d\u8d56\u5f3a\u5927\u5de5\u5177\u548c\u9700\u8981\u6781\u5c11\u4eba\u9645\u4e92\u52a8\u7684\u5e9e\u5927\u5b98\u50da\u6d41\u7a0b\u3002 \u73b0\u5728\u5f88\u660e\u663e\uff0c\u7cfb\u7edf\u662f\u7531\u4eba\u7c7b\u521b\u5efa\u7684\uff0c\u5de5\u5177\u9700\u8981\u4eba\u6027\u5316\uff0c\u4f18\u5148\u8003\u8651\u4eba\u4eec\u7684\u4fbf\u5229\uff0c\u5373\u4f7f\u662f\u4ee5\u727a\u7272\u53ef\u9884\u6d4b\u6027\u4e3a\u4ee3\u4ef7\u3002<\/p>\n<p><strong>\u4f60\u80fd\u63d0\u4f9b\u4e00\u4e9b\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u7684\u5efa\u8bae\u5417\uff1f<\/strong><\/p>\n<p>\u6570\u636e\u8d28\u91cf\u662f\u4eba\u4eec\u521a\u521a\u5f00\u59cb\u8ba4\u8bc6\u5230\u7684\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\u3002 \u201c\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u201d\u7684\u539f\u5219\u4f17\u6240\u5468\u77e5\u3002 \u4e0d\u8fc7\uff0c\u826f\u597d\u7684\u57fa\u51c6\u548c\u53ef\u9760\u7684\u6570\u636e\u96c6\u76f8\u5f53\u7a00\u7f3a\uff0c\u7279\u522b\u662f\u5728\u6211\u4eec\u76f8\u5bf9\u5e74\u8f7b\u7684\u9886\u57df\u3002 \u7814\u7a76\u8bba\u6587\u7684\u4f5c\u8005\u901a\u5e38\u5fc5\u987b\u521b\u5efa\u81ea\u5df1\u7684\u6570\u636e\u96c6\u3002 \u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u5728\u8bba\u6587\u53d1\u8868\u540e\u68c0\u67e5\u8fd9\u4e9b\u6570\u636e\u96c6\uff0c\u53d1\u73b0\u5b83\u4eec\u7684\u8d28\u91cf\u5e76\u4e0d\u9ad8\u3002 \u4f5c\u4e3a\u6211\u4eec\u9886\u57df\u591a\u4e2a\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u7684\u5ba1\u7a3f\u4eba\uff0c\u6211\u7ecf\u5e38\u6ce8\u610f\u5230\u8fd9\u65b9\u9762\u6ca1\u6709\u5f97\u5230\u8db3\u591f\u7684\u91cd\u89c6\u3002 \u8bb8\u591a\u8bba\u6587\u88ab\u62d2\u6b63\u662f\u56e0\u4e3a\u7814\u7a76\u4eba\u5458\u5728\u6570\u636e\u6536\u96c6\u9636\u6bb5\u6ca1\u6709\u6293\u4f4f\u8981\u70b9\uff0c\u5bfc\u81f4\u65e0\u8bba\u4ed6\u4eec\u540e\u6765\u505a\u4e86\u4ec0\u4e48\u90fd\u65e0\u5173\u7d27\u8981\u3002<\/p>\n<p><strong>\u81ea\u6211\u76d1\u63a7\u5982\u4f55\u5e2e\u52a9\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\uff1f<\/strong><\/p>\n<p>\u9996\u5148\uff0c\u5fc5\u987b\u68c0\u67e5\u663e\u5f0f\u548c\u9690\u5f0f\u91cd\u590d\u3002 \u5f53\u6a21\u578b\u9047\u5230\u5927\u91cf\u76f8\u540c\u4ee3\u7801\u65f6\uff0c\u5b83\u5f80\u5f80\u4f1a\u8ba4\u4e3a\u8fd9\u5c31\u662f\u5e94\u8be5\u7684\u6837\u5b50\u3002 \u4e3a\u6b64\uff0c\u6211\u4eec\u7ecf\u5e38\u4f7f\u7528\u514b\u9686\u68c0\u6d4b\u5de5\u5177\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7b5b\u9009\u6389 GitHub \u590d\u523b\u3002\u00a0<\/p>\n<p>\u5176\u6b21\uff0c\u5bf9\u4e8e\u8bb8\u591a\u4efb\u52a1\u6765\u8bf4\uff0c\u65f6\u95f4\u7ebf\u662f\u6570\u636e\u96c6\u975e\u5e38\u91cd\u8981\u7684\u4e00\u90e8\u5206\u3002 \u56e0\u4e3a\u6570\u636e\u6709\u65f6\u4f1a\u4ece\u8bad\u7ec3\u96c6\u6e9c\u8fdb\u6d4b\u8bd5\u96c6\uff0c\u5373\u4f7f\u6a21\u578b\u4e8b\u5148\u4e0d\u5e94\u8be5\u770b\u5230\u5b83\u3002 \u56e0\u6b64\uff0c\u5bc6\u5207\u5173\u6ce8\u65f6\u95f4\u987a\u5e8f\u81f3\u5173\u91cd\u8981\uff0c\u786e\u4fdd\u8bad\u7ec3\u6570\u636e\u5148\u4e8e\u6d4b\u8bd5\u96c6\u3002\u00a0<\/p>\n<p>\u7b2c\u4e09\uff0c\u60a8\u9700\u8981\u91c7\u7528\u66f4\u5e7f\u9614\u7684\u89c6\u89d2\uff0c\u4ed4\u7ec6\u68c0\u67e5\u7279\u5b9a\u4e8e\u4efb\u52a1\u7684\u4efb\u4f55\u504f\u89c1\uff0c\u5bfb\u627e\u53ef\u80fd\u5f71\u54cd\u6a21\u578b\u4e0e\u73b0\u5b9e\u573a\u666f\u4e4b\u95f4\u8054\u7cfb\u7684\u4efb\u4f55\u56e0\u7d20\u3002 \u4f8b\u5982\uff0c\u5728\u6700\u8fd1\u7684\u4e00\u4e2a\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u4e3a\u63d0\u4ea4\u6d88\u606f\u4e2d\u7684\u81ea\u52a8\u8865\u5168\u7f16\u8bd1\u4e86\u4e00\u4e2a\u6570\u636e\u96c6\u3002 \u6709\u4e00\u4e9b\u6570\u636e\u96c6\u53ef\u7528\u4e8e\u6b64\u76ee\u7684\uff0c\u4f46\u6700\u5e7f\u6cdb\u4f7f\u7528\u7684\u6570\u636e\u96c6\u4e4b\u4e00\u53ea\u4fdd\u7559\u4e86\u6700\u521d\u7684 100 \u4e2a\u5b57\u7b26\uff0c\u5e76\u6392\u9664\u4e86\u4e0d\u4ee5\u52a8\u8bcd\u5f00\u5934\u7684\u6d88\u606f\u3002 \u56e0\u6b64\uff0c\u6b64\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u6d88\u606f\u5747\u4ee5\u52a8\u8bcd\u5f00\u5934\uff0c\u5e76\u9075\u5faa\u975e\u5e38\u5178\u578b\u7684\u7ed3\u6784\u3002 \u4e8e\u662f\uff0c\u4efb\u4f55\u5176\u4ed6\u7c7b\u578b\u7684\u6d88\u606f\u90fd\u4f1a\u8ba9\u8fd9\u4e2a\u6a21\u578b\u611f\u5230\u610f\u5916\u3002\u00a0<\/p>\n<p>\u53e6\u4e00\u4e2a\u4f8b\u5b50\uff1a\u6765\u81ea GitHub \u7684\u4ee3\u7801\u3002\u00a0 \u867d\u7136\u5b83\u5bf9\u4e8e\u7814\u7a76\u76ee\u7684\u6765\u8bf4\u80af\u5b9a\u5f88\u6709\u4ef7\u503c\uff0c\u4f46\u4eba\u4eec\u8fd8\u662f\u503e\u5411\u4e8e\u5f00\u6e90\u9879\u76ee\u3002 \u8c01\u8bf4\u5927\u516c\u53f8\u5185\u90e8\u7684\u4ee3\u7801\u7f16\u5199\u65b9\u5f0f\u53cd\u6620\u4e86 GitHub \u4e0a\u7684\u60c5\u51b5\uff1f \u516c\u53f8\u6709\u5176\u72ec\u7279\u7684\u65b9\u6cd5\u3001\u6570\u636e\u7ed3\u6784\u548c\u5e93\u3002 \u6b64\u5916\uff0c\u5728 GitHub \u76ee\u524d\u6258\u7ba1\u7684\u4ed3\u5e93\u4e2d\uff0c\u6709\u8bb8\u591a\u5e76\u4e0d\u80fd\u5f88\u597d\u5730\u4ee3\u8868\u884c\u4e1a\u7684\u666e\u904d\u4ee3\u7801\u7f16\u5199\u65b9\u5f0f\uff0c\u5176\u4e2d\u5305\u542b\u5bb6\u5ead\u4f5c\u4e1a\u3001\u6559\u7a0b\u3001\u4e0d\u7ef4\u62a4\u7684\u9879\u76ee\u7b49\u5185\u5bb9\u3002 \u56e0\u6b64\uff0c\u901a\u5e38\u770b\u8d77\u6765\u6709\u5f88\u591a\u4ee3\u7801\uff0c\u4f46\u4ed4\u7ec6\u67e5\u770b\u540e\uff0c\u53ef\u80fd\u5e76\u6ca1\u6709\u770b\u8d77\u6765\u90a3\u4e48\u4e30\u5bcc\u3002<\/p>\n<p><strong>____<\/strong><\/p>\n<p>\u81f3\u6b64\uff0c\u6211\u4eec\u5c06\u7ed3\u675f\u5bf9 Timofey Bryskin \u7684\u7cfb\u5217\u91c7\u8bbf\u3002 \u8bf7\u5173\u6ce8\u672c\u7cfb\u5217\u7684\u603b\u7ed3\uff0c\u6211\u4eec\u5c06\u8ba8\u8bba\u5b66\u672f\u7814\u7a76\u4e0e\u5de5\u4e1a\u7814\u7a76\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u4ee5\u53ca\u662f\u4ec0\u4e48\u9020\u5c31\u4e86\u6709\u8da3\u7684\u7814\u7a76\u6210\u679c\u3002 \u6211\u4eec\u7684<a href=\"https:\/\/blog.jetbrains.com\/team\/2023\/07\/12\/curiosity-driven-researchers-between-industry-and-academia\/\">\u7b2c\u4e00\u6b21\u91c7\u8bbf<\/a>\u4e2d\u6db5\u76d6\u4e86 ML4SE \u5b9e\u9a8c\u5ba4\u6240\u505a\u7684\u5de5\u4f5c\u3001\u9009\u62e9\u548c\u8bc4\u4f30\u9879\u76ee\u7684\u65b9\u5f0f\u4ee5\u53ca\u62db\u8058\u7814\u7a76\u5458\u65f6\u9700\u8981\u8003\u8651\u7684\u91cd\u8981\u4e8b\u9879\u3002 Timofey\uff0c\u611f\u8c22\u5206\u4eab\u3002<\/p>\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/?s=200&#038;r=g\" width=\"200\" height=\"200\" alt=\"\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1297,"featured_media":399724,"comment_status":"closed","ping_status":"closed","template":"","categories":[15,89,4996,4036],"tags":[23,5764,8182,3252,8183],"cross-post-tag":[7130],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/team\/402896"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/team"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/team"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/1297"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=402896"}],"version-history":[{"count":7,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/team\/402896\/revisions"}],"predecessor-version":[{"id":402919,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/team\/402896\/revisions\/402919"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media\/399724"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=402896"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=402896"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=402896"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=402896"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}