{"id":204325,"date":"2025-05-29T09:25:39","date_gmt":"2025-05-29T01:25:39","guid":{"rendered":"https:\/\/server.hk\/cnblog\/204325\/"},"modified":"2025-05-29T09:25:39","modified_gmt":"2025-05-29T01:25:39","slug":"%e6%af%8f%e4%b8%aa%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%b7%a5%e7%a8%8b%e5%b8%88%e9%83%bd%e5%ba%94%e8%af%a5%e4%ba%86%e8%a7%a3%e7%9a%84%e9%a1%b6%e7%ba%a7%e7%bc%96%e7%a8%8b%e8%af%ad%e8%a8%80","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/204325\/","title":{"rendered":"\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u4e86\u89e3\u7684\u9876\u7ea7\u7f16\u7a0b\u8bed\u8a00"},"content":{"rendered":"<p><b><\/b>     <\/p>\n<h1>\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u4e86\u89e3\u7684\u9876\u7ea7\u7f16\u7a0b\u8bed\u8a00<\/h1>\n<p>\u54c8\u55bd\uff01\u5927\u5bb6\u597d\uff0c\u5f88\u9ad8\u5174\u53c8\u89c1\u9762\u4e86\uff0c\u6211\u662f\u7684\u4e00\u540d\u4f5c\u8005\uff0c\u4eca\u5929\u7531\u6211\u7ed9\u5927\u5bb6\u5e26\u6765\u4e00\u7bc7<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\">\u300a\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u4e86\u89e3\u7684\u9876\u7ea7\u7f16\u7a0b\u8bed\u8a00\u300b<\/span>\uff0c\u672c\u6587\u4e3b\u8981\u4f1a\u8bb2\u5230<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\"><\/span>\u7b49\u7b49\u77e5\u8bc6\u70b9\uff0c\u5e0c\u671b\u5927\u5bb6\u4e00\u8d77\u5b66\u4e60\u8fdb\u6b65\uff0c\u4e5f\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\u3001\u70b9\u8d5e\u3001\u6536\u85cf\u3001\u8f6c\u53d1! \u4e0b\u9762\u5c31\u4e00\u8d77\u6765\u770b\u770b\u5427\uff01<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.17golang.com\/uploads\/20241104\/17307138996728992bd1782.jpg\" class=\"aligncenter\"><\/p>\n<p>\u4eba\u5de5\u667a\u80fd (AI) \u6b63\u5728\u7ed9\u5168\u7403\u5404\u884c\u5404\u4e1a\u5e26\u6765\u9769\u547d\u6027\u7684\u53d8\u5316\uff0c\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u5728\u521b\u5efa\u6a21\u4eff\u4eba\u7c7b\u8ba4\u77e5\u7684\u667a\u80fd\u7cfb\u7edf\u65b9\u9762\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002\u7136\u800c\uff0c\u8981\u6784\u5efa\u6a21\u578b\u548c\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u719f\u7ec3\u638c\u63e1\u7279\u5b9a\u7684\u7f16\u7a0b\u8bed\u8a00\u81f3\u5173\u91cd\u8981\u3002\u65e0\u8bba\u662f\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u8fd8\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\uff0c\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5fc5\u987b\u914d\u5907\u6b63\u786e\u7684\u7f16\u7a0b\u5de5\u5177\u3002<br \/> \u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63a2\u8ba8\u4e86\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u638c\u63e1\u7684\u9876\u7ea7\u7f16\u7a0b\u8bed\u8a00\uff0c\u6db5\u76d6\u4e86\u5b83\u4eec\u7684\u4f18\u52bf\u3001\u7528\u4f8b\u4ee5\u53ca\u5bf9\u5404\u79cd\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u9002\u7528\u6027\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> Python \u56e0\u5176\u7b80\u5355\u6027\u3001\u4e30\u5bcc\u7684\u5e93\u751f\u6001\u7cfb\u7edf\u548c\u591a\u529f\u80fd\u6027\u800c\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u7f16\u7a0b\u8bed\u8a00\u3002\u5b83\u5141\u8bb8\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u5feb\u901f\u539f\u578b\u5316\u60f3\u6cd5\u5e76\u9ad8\u6548\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u4e30\u5bcc\u7684\u5e93\uff1a<\/strong>TensorFlow\u3001PyTorch\u3001Scikit-learn\u3001NumPy \u548c Pandas \u8ba9\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60\u548c\u6570\u636e\u64cd\u4f5c\u53d8\u5f97\u7b80\u5355\u3002<br \/><strong>\u521d\u5b66\u8005\u53cb\u597d\uff1a<\/strong>Python \u7b80\u5355\u7684\u8bed\u6cd5\u4f7f\u5176\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u65b0\u624b\u7684\u7406\u60f3\u9009\u62e9\u3002<br \/><strong>\u5f3a\u5927\u7684\u793e\u533a\u652f\u6301\uff1a<\/strong>\u5927\u91cf\u7684\u6559\u7a0b\u3001\u8bba\u575b\u548c\u793e\u533a\u8d21\u732e\u8005\u3002<\/p>\n<p><strong>\u4f55\u65f6\u4f7f\u7528 Python<\/strong><\/p>\n<ul>\n<li>\u7528\u4e8e\u6784\u5efa\u673a\u5668\u5b66\u4e60\u6a21\u578b<\/li>\n<li>\u5f00\u53d1\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6<\/li>\n<li>NLP \u4efb\u52a1\uff0c\u4f8b\u5982\u804a\u5929\u673a\u5668\u4eba\u548c\u60c5\u7eea\u5206\u6790<\/li>\n<\/ul>\n<p>Python \u7684\u4e3b\u5bfc\u5730\u4f4d\u4f7f\u5176\u6210\u4e3a\u4efb\u4f55\u6709\u62b1\u8d1f\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u5fc5\u987b\u5b66\u4e60\u7684\u8bed\u8a00\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> R \u662f\u4e00\u79cd\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5b66\u672f\u754c\u548c\u7814\u7a76\u7684\u7edf\u8ba1\u8ba1\u7b97\u8bed\u8a00\u3002\u5b83\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u5e93\uff0c\u8fd9\u4f7f\u5176\u6210\u4e3a\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u7684\u7406\u60f3\u9009\u62e9\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u4e30\u5bcc\u7684\u7edf\u8ba1\u5305\uff1a<\/strong>\u975e\u5e38\u9002\u5408\u9884\u6d4b\u5efa\u6a21\u548c\u6570\u636e\u6316\u6398\u3002<br \/><strong>\u53ef\u89c6\u5316\u5de5\u5177\uff1a<\/strong> ggplot2 \u548c Shiny \u975e\u5e38\u9002\u5408\u521b\u5efa\u6570\u636e\u9a71\u52a8\u7684\u89c6\u89c9\u6548\u679c\u3002<br \/><strong>\u7edf\u8ba1\u6a21\u578b\uff1a<\/strong> R \u64c5\u957f\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u548c\u7edf\u8ba1\u5b66\u4e60\u3002<br \/><strong>\u4f55\u65f6\u4f7f\u7528 R<\/strong><\/p>\n<ul>\n<li>\u7528\u4e8e\u7814\u7a76\u548c\u5b66\u672f\u5de5\u4f5c<\/li>\n<li>\u751f\u7269\u4fe1\u606f\u5b66\u6216\u8d22\u52a1\u9884\u6d4b<\/li>\n<li>\u9700\u8981\u590d\u6742\u7edf\u8ba1\u6a21\u578b\u7684\u9879\u76ee<\/li>\n<\/ul>\n<p>\u867d\u7136 Python \u66f4\u5e7f\u6cdb\u5730\u7528\u4e8e\u4e00\u822c\u4eba\u5de5\u667a\u80fd\u4efb\u52a1\uff0c\u4f46 R \u5bf9\u4e8e\u4e25\u91cd\u4f9d\u8d56\u7edf\u8ba1\u5efa\u6a21\u548c\u5206\u6790\u7684\u9879\u76ee\u4ecd\u7136\u4e0d\u53ef\u6216\u7f3a\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> Java \u662f\u4e00\u79cd\u901a\u7528\u8bed\u8a00\uff0c\u4ee5\u5176\u6027\u80fd\u548c\u53ef\u6269\u5c55\u6027\u800c\u95fb\u540d\u3002\u8bb8\u591a\u9700\u8981\u5927\u89c4\u6a21\u7cfb\u7edf\u6216\u4f01\u4e1a\u5e94\u7528\u7a0b\u5e8f\u7684\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u90fd\u662f\u4f7f\u7528 Java \u6784\u5efa\u7684\u3002\u5b83\u5bf9\u4e8e\u6784\u5efa\u641c\u7d22\u7b97\u6cd5\u548c\u5927\u6570\u636e\u5e94\u7528\u7a0b\u5e8f\u7279\u522b\u6709\u7528\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u8de8\u5e73\u53f0\u517c\u5bb9\u6027\uff1a<\/strong>Java \u53ef\u4ee5\u8de8\u591a\u4e2a\u5e73\u53f0\u5de5\u4f5c\uff0c\u589e\u5f3a\u7075\u6d3b\u6027\u3002<br \/><strong>\u5927\u6570\u636e\u96c6\u6210\uff1a<\/strong>\u4e0e Apache Hadoop \u7b49\u5de5\u5177\u914d\u5408\u4f7f\u7528\uff0c\u53ef\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6570\u636e\u5904\u7406\u3002<br \/><strong>\u5f3a\u5927\u7684\u5b89\u5168\u529f\u80fd\uff1a<\/strong>\u975e\u5e38\u9002\u5408\u91d1\u878d\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<br \/><strong>\u4f55\u65f6\u4f7f\u7528 Java<\/strong><\/p>\n<ul>\n<li>\u7528\u4e8e\u6784\u5efa\u4f01\u4e1a\u7ea7\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf<\/li>\n<li>\u5f00\u53d1\u641c\u7d22\u7b97\u6cd5\u548c\u804a\u5929\u673a\u5668\u4eba<\/li>\n<li>\u5f00\u53d1\u5b9e\u65f6\u5e94\u7528\u7a0b\u5e8f\u65f6<\/li>\n<\/ul>\n<p>Java \u662f\u53ef\u6269\u5c55\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u9996\u9009\uff0c\u5176\u4e2d\u6027\u80fd\u548c\u7a33\u5065\u6027\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> C++ \u4ee5\u5176\u901f\u5ea6\u548c\u6548\u7387\u800c\u95fb\u540d\uff0c\u4f7f\u5176\u6210\u4e3a\u9ad8\u6027\u80fd\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u7edd\u4f73\u9009\u62e9\u3002 AI \u5de5\u7a0b\u5e08\u5728\u6e38\u620f\u5f00\u53d1\u3001\u673a\u5668\u4eba\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u4e2d\u4f7f\u7528 C++\uff0c\u5176\u4e2d\u5b9e\u65f6\u5904\u7406\u81f3\u5173\u91cd\u8981\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u5feb\u901f\u6267\u884c\uff1a<\/strong>\u975e\u5e38\u9002\u5408\u6027\u80fd\u8981\u6c42\u8f83\u9ad8\u7684\u4eba\u5de5\u667a\u80fd\u4efb\u52a1\u3002<br \/><strong>\u5185\u5b58\u63a7\u5236\uff1a<\/strong>\u5141\u8bb8\u5f00\u53d1\u8005\u4f18\u5316\u5185\u5b58\u4f7f\u7528\u3002<br \/><strong>\u4e0e AI \u5e93\u96c6\u6210\uff1a<\/strong> \u53ef\u4e0e TensorFlow \u548c\u5176\u4ed6\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u914d\u5408\u4f7f\u7528\u3002<br \/><strong>\u4f55\u65f6\u4f7f\u7528 C++<\/strong><\/p>\n<ul>\n<li>\u5728\u673a\u5668\u4eba\u548c\u81ea\u4e3b\u7cfb\u7edf\u4e2d<\/li>\n<li>\u7528\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u56fe\u50cf\u8bc6\u522b\u5e94\u7528<\/li>\n<li>\u5229\u7528\u4eba\u5de5\u667a\u80fd\u529f\u80fd\u8fdb\u884c\u6e38\u620f\u5f00\u53d1<\/li>\n<\/ul>\n<p>\u5c3d\u7ba1 C++ \u7684\u5b66\u4e60\u66f2\u7ebf\u6bd4\u8f83\u9661\u5ced\uff0c\u4f46\u5b83\u5bf9\u4e8e\u65f6\u95f4\u654f\u611f\u7684 AI \u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\u662f\u65e0\u4ef7\u7684\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> JavaScript \u662f\u4e00\u79cd\u5ba2\u6237\u7aef\u811a\u672c\u8bed\u8a00\uff0c\u8d8a\u6765\u8d8a\u591a\u5730\u7528\u4e8e\u57fa\u4e8e Web \u5e94\u7528\u7a0b\u5e8f\u7684 AI \u4e2d\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7f51\u7edc\u5de5\u5177\u548c\u804a\u5929\u673a\u5668\u4eba\u7684\u5174\u8d77\uff0cJavaScript \u5bf9\u4e8e\u60f3\u8981\u5c06\u4eba\u5de5\u667a\u80fd\u4e0e\u7f51\u7edc\u6280\u672f\u96c6\u6210\u7684\u5f00\u53d1\u4eba\u5458\u6765\u8bf4\u5df2\u7ecf\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7\uff1a\u975e\u5e38\u9002\u5408\u6784\u5efa\u4ea4\u4e92\u5f0f Web \u754c\u9762\u3002<\/li>\n<li>Node.js\uff1a\u5141\u8bb8\u5728\u670d\u52a1\u5668\u7aef\u5b9e\u73b0 AI \u6a21\u578b\u3002<\/li>\n<li>TensorFlow.js\uff1a\u7528\u4e8e\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u4e2d\u6784\u5efa\u548c\u8bad\u7ec3 ML \u6a21\u578b\u7684\u5e93\u3002 <strong>\u4f55\u65f6\u4f7f\u7528 JavaScript<\/strong> <\/li>\n<li>\u7528\u4e8e\u5f00\u53d1\u57fa\u4e8e\u7f51\u7edc\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u548c\u4eea\u8868\u677f<\/li>\n<li>\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u804a\u5929\u673a\u5668\u4eba\u548c\u5ba2\u6237\u670d\u52a1\u754c\u9762<\/li>\n<li>\u521b\u5efa\u5b9e\u65f6\u4ea4\u4e92\u5f0f\u5e94\u7528\u7a0b\u5e8f\u65f6<\/li>\n<\/ul>\n<p>JavaScript \u5f25\u5408\u4e86\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c Web \u754c\u9762\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u4f7f\u5176\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7f51\u7ad9\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> Julia \u662f\u4e00\u79cd\u76f8\u5bf9\u8f83\u65b0\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5728\u6570\u503c\u8ba1\u7b97\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\u3002\u5176\u901f\u5ea6\u548c\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\u4f7f\u5176\u6210\u4e3a\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u7684\u7406\u60f3\u9009\u62e9\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u6267\u884c\u901f\u5ea6\u5feb\uff1a<\/strong>\u4e0eC++\u76f8\u5f53\uff0c\u4f46\u8bed\u6cd5\u66f4\u7b80\u5355\u3002<br \/><strong>\u652f\u6301\u673a\u5668\u5b66\u4e60\uff1a<\/strong> Flux.jl \u7b49\u8f6f\u4ef6\u5305\u63d0\u4f9b\u6df1\u5ea6\u5b66\u4e60\u529f\u80fd\u3002<br \/><strong>\u975e\u5e38\u9002\u5408\u6570\u503c\u5206\u6790\uff1a<\/strong>Julia \u4e13\u4e3a\u79d1\u5b66\u8ba1\u7b97\u800c\u5b9a\u5236\u3002<\/p>\n<p><strong>\u4f55\u65f6\u4f7f\u7528 Julia<\/strong><\/p>\n<ul>\n<li>\u5728\u9ad8\u6027\u80fd\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u4e2d<\/li>\n<li>\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u503c\u5efa\u6a21<\/li>\n<li>\u6784\u5efa\u5927\u89c4\u6a21\u673a\u5668\u5b66\u4e60\u6a21\u578b\u65f6<\/li>\n<\/ul>\n<p>\u5c3d\u7ba1 Julia \u4ecd\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u4f46\u5b83\u6b63\u5728\u6210\u4e3a\u9700\u8981\u901f\u5ea6\u548c\u53ef\u6269\u5c55\u6027\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4eba\u5458\u7684\u9996\u9009\u8bed\u8a00\u3002<\/p>\n<p><strong>\u6982\u8ff0<\/strong><br \/> Lisp \u662f\u6700\u53e4\u8001\u7684\u7f16\u7a0b\u8bed\u8a00\u4e4b\u4e00\uff0c\u4ee5\u5176\u5728\u65e9\u671f\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e2d\u7684\u4f5c\u7528\u800c\u95fb\u540d\u3002\u5c3d\u7ba1\u5982\u4eca Lisp \u7684\u4f7f\u7528\u8fd8\u6ca1\u6709\u90a3\u4e48\u5e7f\u6cdb\uff0c\u4f46\u5b83\u4ecd\u7136\u4e0e\u7279\u5b9a\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u76f8\u5173\uff0c\u7279\u522b\u662f\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u7b26\u53f7\u63a8\u7406\u65b9\u9762\u3002<br \/><strong>\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u529f\u80fd<\/strong><br \/><strong>\u7b26\u53f7\u8ba1\u7b97\u80fd\u529b\uff1a<\/strong>\u975e\u5e38\u9002\u5408\u6784\u5efa\u63a8\u7406\u7cfb\u7edf\u3002<br \/><strong>\u7075\u6d3b\u7684\u8bed\u6cd5\uff1a<\/strong>\u5141\u8bb8\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u5feb\u901f\u539f\u578b\u8bbe\u8ba1\u3002<br \/><strong>\u4e13\u4e3aAI\u91cf\u8eab\u5b9a\u5236\uff1a<\/strong>\u7528\u4e8e\u77e5\u8bc6\u8868\u793a\u3001\u903b\u8f91\u63a8\u7406\u7b49\u9886\u57df\u3002<\/p>\n<p><strong>\u4f55\u65f6\u4f7f\u7528 Lisp<\/strong><\/p>\n<ul>\n<li>NLP \u548c\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1<\/li>\n<li>\u7528\u4e8e\u7b26\u53f7\u4eba\u5de5\u667a\u80fd\u7814\u7a76<\/li>\n<li>\u5728\u4e13\u6ce8\u4e8e\u903b\u8f91\u63a8\u7406\u7684\u5b66\u672f\u9879\u76ee\u4e2d<\/li>\n<\/ul>\n<p>\u5c3d\u7ba1 Lisp \u6709\u4e00\u4e9b\u5c0f\u4f17\u5e94\u7528\uff0c\u4f46\u5b83\u5bf9\u4e8e\u7b26\u53f7 AI \u9879\u76ee\u4ecd\u7136\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<p>\u6bcf\u79cd\u7f16\u7a0b\u8bed\u8a00\u90fd\u5177\u6709\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u53ef\u4ee5\u6ee1\u8db3\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u7684\u4e0d\u540c\u65b9\u9762\u3002<\/p>\n<ul>\n<li>Python \u7531\u4e8e\u5176\u5e9e\u5927\u7684\u751f\u6001\u7cfb\u7edf\u548c\u6613\u7528\u6027\u800c\u5728\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002<\/li>\n<li>R \u64c5\u957f\u7edf\u8ba1\u5efa\u6a21\uff0c\u53d7\u5230\u4e13\u6ce8\u4e8e\u5206\u6790\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u9752\u7750\u3002<\/li>\n<li>Java \u662f\u9700\u8981\u53ef\u6269\u5c55\u6027\u7684\u4f01\u4e1a\u7ea7\u5e94\u7528\u7a0b\u5e8f\u7684\u9996\u9009\u3002<\/li>\n<li>C++ \u4e3a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u63d0\u4f9b\u5f00\u53d1\u5b9e\u65f6\u7cfb\u7edf\uff08\u4f8b\u5982\u673a\u5668\u4eba\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7a0b\u5e8f\uff09\u7684\u670d\u52a1\u3002<\/li>\n<li>JavaScript \u5c06 AI \u6a21\u578b\u4e0e Web \u754c\u9762\u8fde\u63a5\u8d77\u6765\uff0c\u786e\u4fdd\u4ea4\u4e92\u5f0f\u5de5\u5177\u7684\u65e0\u7f1d\u90e8\u7f72\u3002<\/li>\n<li>Julia \u5728\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\u5927\u653e\u5f02\u5f69\uff0c\u800c Lisp \u7ee7\u7eed\u5f71\u54cd\u7740\u7b26\u53f7\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u6765\u8bf4\uff0c\u638c\u63e1\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u53ef\u4ee5\u589e\u5f3a\u7075\u6d3b\u6027\u5e76\u5f00\u8f9f\u66f4\u591a\u9886\u57df\u673a\u4f1a\u3002 <\/p>\n<p>\u8981\u4e86\u89e3\u6709\u5173\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u5728\u6b64\u5904\u6d4f\u89c8\u8fd9\u7bc7\u8be6\u7ec6\u6587\u7ae0\u3002<\/p>\n<p>\u5230\u8fd9\u91cc\uff0c\u6211\u4eec\u4e5f\u5c31\u8bb2\u5b8c\u4e86\u300a\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u4e86\u89e3\u7684\u9876\u7ea7\u7f16\u7a0b\u8bed\u8a00\u300b\u7684\u5185\u5bb9\u4e86\u3002\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u57fa\u7840\u77e5\u8bc6\u7684\u5b66\u4e60\u548c\u5de9\u56fa\uff0c\u662f\u4e3a\u4e86\u66f4\u597d\u7684\u5c06\u5176\u8fd0\u7528\u5230\u9879\u76ee\u4e2d\uff0c\u6b22\u8fce\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u5e26\u4f60\u4e86\u89e3\u66f4\u591a\u5173\u4e8e\u7684\u77e5\u8bc6\u70b9\uff01<\/p>\n<p>      \u7248\u672c\u58f0\u660e \u672c\u6587\u8f6c\u8f7d\u4e8e\uff1adev.to \u5982\u6709\u4fb5\u72af\uff0c\u8bf7\u8054\u7cfb\u5220\u9664<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6bcf\u4e2a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u90fd\u5e94\u8be5\u4e86\u89e3\u7684\u9876&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4925],"tags":[],"class_list":["post-204325","post","type-post","status-publish","format-standard","hentry","category-4925"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204325","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=204325"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204325\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=204325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=204325"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=204325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}