{"id":185040,"date":"2024-05-09T14:14:30","date_gmt":"2024-05-09T06:14:30","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/185040.html"},"modified":"2024-05-09T14:14:33","modified_gmt":"2024-05-09T06:14:33","slug":"java%e5%8f%af%e4%bb%a5%e7%bc%96%e5%86%99%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e7%9a%84%e7%a8%8b%e5%ba%8f%e5%90%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/185040.html","title":{"rendered":"Java\u53ef\u4ee5\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7684\u7a0b\u5e8f\u5417"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/26082928\/c56e5708-e087-4514-add9-3588198f36d0.webp\" alt=\"Java\u53ef\u4ee5\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7684\u7a0b\u5e8f\u5417\" \/><\/p>\n<p><p>Java\u53ef\u4ee5\u7528\u6765\u7f16\u5199<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u7a0b\u5e8f\uff0c\u8fd9\u5f97\u76ca\u4e8e\u5b83\u7684<strong>\u8de8\u5e73\u53f0\u6027\u3001\u7a33\u5b9a\u6027\u3001\u6210\u719f\u7684\u751f\u6001\u7cfb\u7edf<\/strong>\u3001\u4ee5\u53ca\u5bf9\u5927\u6570\u636e\u5904\u7406\u7684\u53cb\u597d\u652f\u6301\u3002\u5728\u4f17\u591a\u7f16\u7a0b\u8bed\u8a00\u4e2d\uff0cJava\u56e0\u5176\u7a33\u5b9a\u7684\u6027\u80fd\u548c\u5e7f\u6cdb\u7684\u5e94\u7528\u800c\u8131\u9896\u800c\u51fa\uff0c\u7279\u522b\u662f\u5728\u5927\u578b\u4f01\u4e1a\u5e94\u7528\u9886\u57df\u3002\u800c\u5728\u673a\u5668\u5b66\u4e60\u65b9\u9762\uff0c\u5c3d\u7ba1Python\u56e0\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\u6210\u4e3a\u4e86\u70ed\u95e8\u9009\u62e9\uff0c\u4f46Java\u4e5f\u4e0d\u7518\u843d\u540e\uff0c\u901a\u8fc7<strong>\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u5904\u7406\u5e93<\/strong>\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u53e6\u4e00\u6761\u9ad8\u6548\u7684\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><p>\u7279\u522b\u662f\u5728\u5927\u6570\u636e\u5904\u7406\u65b9\u9762\uff0cJava\u7684\u6027\u80fd\u4f18\u52bf\u975e\u5e38\u660e\u663e\u3002Java\u865a\u62df\u673a\uff08JVM\uff09\u7684\u8de8\u5e73\u53f0\u80fd\u529b\u3001\u4f18\u79c0\u7684\u5185\u5b58\u7ba1\u7406\u548c\u5e7f\u6cdb\u7684\u591a\u7ebf\u7a0b\u5904\u7406\u80fd\u529b\u4f7f\u5176\u6210\u4e3a\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u7684\u7406\u60f3\u9009\u62e9\u3002\u6b64\u5916\uff0c\u5f88\u591a\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\u5982Apache Hadoop\u548cApache Spark\u90fd\u662f\u7528Java\u7f16\u5199\u7684\uff0c\u8fd9\u4e3aJava\u5f00\u53d1\u8005\u5728\u673a\u5668\u5b66\u4e60\u9879\u76ee\u4e2d\u5904\u7406\u5927\u6570\u636e\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002<\/p>\n<\/p>\n<p><h4>\u4e00\u3001JAVA\u673a\u5668\u5b66\u4e60\u5e93<\/h4>\n<\/p>\n<p><p>Java\u62e5\u6709\u591a\u79cd\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5982Deeplearning4j\u3001Weka\u3001MOA\uff08Massive Online Analysis\uff09\uff0c\u8fd9\u4e9b\u5e93\u8986\u76d6\u4e86\u4ece\u7b80\u5355\u7684\u6570\u636e\u5206\u6790\u5230\u6df1\u5ea6\u5b66\u4e60\u7684\u5404\u4e2a\u65b9\u9762\u3002<strong>Deeplearning4j<\/strong>\u662f\u4e00\u6b3e\u4e13\u95e8\u9488\u5bf9Java\u548cJVM\u8bed\u8a00\u8bbe\u8ba1\u7684\u3001\u5f00\u6e90\u7684\u3001\u5546\u4e1a\u7ea7\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\u5b83\u4e0eHadoop\u548cSpark\u96c6\u6210\uff0c\u652f\u6301\u5404\u79cd\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u7684\u8bad\u7ec3\uff0c\u975e\u5e38\u9002\u5408\u4f01\u4e1a\u73af\u5883\u3002<\/p>\n<\/p>\n<p><p>Deeplearning4j\u63d0\u4f9b\u7684\u7f51\u7edc\u914d\u7f6e\u7075\u6d3b\u3001\u6613\u4e8e\u4f7f\u7528\uff0c\u652f\u6301\u591a\u79cd\u795e\u7ecf\u7f51\u7edc\u7c7b\u578b\uff0c\u5305\u62ec\u5377\u79ef\u795e\u7ecf\u7f51\u7edc(CNN)\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc(RNN)\u3001\u957f\u77ed\u65f6\u8bb0\u5fc6\u7f51\u7edc(LSTM)\u7b49\u3002\u8fd9\u4e0d\u4ec5\u4f7fJava\u5f00\u53d1\u8005\u80fd\u591f\u5b9e\u73b0\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u9879\u76ee\uff0c\u800c\u4e14\u8fd8\u80fd\u4eab\u53d7\u5230\u4e0eJava\u751f\u6001\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\u7684\u4fbf\u5229\uff0c\u5982\u4f7f\u7528Java\u8fdb\u884c\u6a21\u578b\u8c03\u8bd5\u548c\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u3002<\/p>\n<\/p>\n<p><h4>\u4e8c\u3001JAVA\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528<\/h4>\n<\/p>\n<p><p>Java\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u65b9\u9762\u6709\u663e\u8457\u7684\u4f18\u52bf\u3002Apache Hadoop\u662f\u57fa\u4e8eJava\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u5b83\u901a\u8fc7\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u8ba1\u7b97\u670d\u52a1\uff0c\u4f7f\u5f97\u5904\u7406\u5927\u91cf\u6570\u636e\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u548c\u9ad8\u6548\u3002<strong>Apache Hadoop<\/strong>\u5141\u8bb8\u5e94\u7528\u7a0b\u5e8f\u5728\u6210\u5343\u4e0a\u4e07\u7684\u8ba1\u7b97\u673a\u4e2d\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6\uff0c\u8fd9\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u9879\u76ee\u5904\u7406\u5927\u6570\u636e\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0cApache Spark\u4e5f\u662f\u4e00\u4e2a\u7528Java\u7f16\u5199\u7684\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\uff0c\u5b83\u4ee5\u5176\u901f\u5ea6\u548c\u6613\u7528\u6027\u8457\u79f0\uff0c\u7279\u522b\u9002\u5408\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002Spark\u901a\u8fc7\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u6d41\u548c\u6279\u5904\u7406\u80fd\u529b\uff0c\u4f7f\u5f97\u6570\u636e\u9884\u5904\u7406\u548c\u7279\u5f81\u63d0\u53d6\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u673a\u5668\u5b66\u4e60\u9879\u76ee\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h4>\u4e09\u3001JAVA\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u7684\u6bd4\u8f83<\/h4>\n<\/p>\n<p><p>\u867d\u7136Python\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff0c\u4f46Java\u51ed\u501f\u5176\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u548c\u8de8\u5e73\u53f0\u80fd\u529b\uff0c\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u9009\u62e9\u3002Java\u7684\u7c7b\u578b\u5b89\u5168\u548c\u9759\u6001\u7c7b\u578b\u68c0\u67e5\u673a\u5236\u4f7f\u5f97\u5927\u578b\u9879\u76ee\u66f4\u5bb9\u6613\u7ba1\u7406\u548c\u7ef4\u62a4\uff0c\u8fd9\u5bf9\u4e8e\u5728\u5546\u4e1a\u73af\u5883\u4e2d\u5f00\u53d1\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u5c24\u5176\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><p>\u6b64\u5916\uff0cJava\u5728\u91d1\u878d\u670d\u52a1\u884c\u4e1a\u7b49\u5bf9\u6027\u80fd\u8981\u6c42\u6781\u9ad8\u7684\u9886\u57df\u4e2d\u6709\u5e7f\u6cdb\u5e94\u7528\u3002\u5728\u8fd9\u4e9b\u9886\u57df\uff0c\u6570\u636e\u91cf\u5de8\u5927\u4e14\u9700\u8981\u6781\u9ad8\u7684\u5904\u7406\u901f\u5ea6\u548c\u7a33\u5b9a\u6027\u3002Java\u7684\u9ad8\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u5728\u8fd9\u4e9b\u5e94\u7528\u573a\u666f\u4e2d\u663e\u793a\u51fa\u4e86\u5176\u4ef7\u503c\uff0c\u4f7f\u5176\u6210\u4e3a\u9664Python\u4e4b\u5916\u7684\u53e6\u4e00\u79cd\u91cd\u8981\u7684\u673a\u5668\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<\/p>\n<p><h4>\u56db\u3001\u7ed3\u8bba<\/h4>\n<\/p>\n<p><p>Java\u4e0d\u4ec5\u53ef\u4ee5\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7a0b\u5e8f\uff0c\u800c\u4e14\u5728\u5f88\u591a\u65b9\u9762\u63d0\u4f9b\u4e86\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u5305\u62ec\u8de8\u5e73\u53f0\u6027\u3001\u7a33\u5b9a\u6027\u4ee5\u53ca\u5bf9\u5927\u6570\u636e\u5904\u7406\u7684\u652f\u6301\u3002\u901a\u8fc7\u5176\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u5e93\u3001\u5bf9\u5927\u6570\u636e\u5904\u7406\u6846\u67b6\u7684\u539f\u751f\u652f\u6301\uff0c\u4ee5\u53ca\u5728\u591a\u7ebf\u7a0b\u548c\u6027\u80fd\u65b9\u9762\u7684\u4f18\u52bf\uff0cJava\u4e3a\u673a\u5668\u5b66\u4e60\u9879\u76ee\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u800c\u7075\u6d3b\u7684\u5e73\u53f0\u3002\u65e0\u8bba\u662f\u5728\u4f01\u4e1a\u7ea7\u5e94\u7528\u8fd8\u662f\u5728\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u7684\u573a\u666f\u4e2d\uff0cJava\u90fd\u662f\u4e00\u4e2a\u503c\u5f97\u8003\u8651\u7684\u673a\u5668\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>Q: Java\u9002\u5408\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7a0b\u5e8f\u5417\uff1f<\/strong><\/p>\n<p>A: \u662f\u7684\uff0cJava\u662f\u4e00\u79cd\u9002\u5408\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7a0b\u5e8f\u7684\u8bed\u8a00\u3002Java\u5177\u6709\u5f3a\u5927\u7684\u5e93\u548c\u6846\u67b6\u652f\u6301\uff0c\u5982Weka\u3001DL4J\u548cMOA\uff0c\u8fd9\u4e9b\u90fd\u662f\u4e13\u95e8\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5de5\u5177\u3002\u5b83\u8fd8\u5177\u6709\u5e7f\u6cdb\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u5e76\u4e14\u5728\u4f01\u4e1a\u73af\u5883\u4e2d\u5e7f\u6cdb\u4f7f\u7528\uff0c\u56e0\u6b64\u5728\u5927\u89c4\u6a21\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u4e2d\u663e\u793a\u51fa\u4f18\u52bf\u3002<\/p>\n<p><strong>Q: Java\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u76f8\u6bd4\uff0c\u6709\u4f55\u4f18\u52bf\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff1f<\/strong><\/p>\n<p>A: Java\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u5177\u6709\u4e00\u4e9b\u72ec\u7279\u7684\u4f18\u52bf\u3002\u9996\u5148\uff0c\u5b83\u662f\u4e00\u79cd\u9762\u5411\u5bf9\u8c61\u7684\u8bed\u8a00\uff0c\u8fd9\u4f7f\u5f97\u4ee3\u7801\u66f4\u6613\u4e8e\u7ef4\u62a4\u548c\u6269\u5c55\u3002\u5176\u6b21\uff0cJava\u5177\u6709\u51fa\u8272\u7684\u5185\u5b58\u7ba1\u7406\u548c\u5783\u573e\u56de\u6536\u673a\u5236\uff0c\u53ef\u4ee5\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u5e76\u51cf\u5c11\u5185\u5b58\u6cc4\u6f0f\u7684\u98ce\u9669\u3002\u53e6\u5916\uff0cJava\u7684\u591a\u7ebf\u7a0b\u652f\u6301\u53ef\u4ee5\u6709\u6548\u5730\u5e76\u884c\u5904\u7406\u673a\u5668\u5b66\u4e60\u4efb\u52a1\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/p>\n<p><strong>Q: \u662f\u5426\u53ef\u4ee5\u4f7f\u7528Java\u7f16\u5199\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff1f<\/strong><\/p>\n<p>A: \u662f\u7684\uff0cJava\u53ef\u4ee5\u7528\u4e8e\u7f16\u5199\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002Java\u62e5\u6709\u5f3a\u5927\u7684\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u80fd\u529b\uff0c\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u590d\u6742\u7684\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\u3002\u6b64\u5916\uff0cJava\u7684\u5e93\u548c\u6846\u67b6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u529f\u80fd\uff0c\u5982\u5206\u7c7b\u3001\u805a\u7c7b\u3001\u56de\u5f52\u7b49\u3002\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5b9e\u73b0\u5404\u79cd\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u6ee1\u8db3\u4e0d\u540c\u7684\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Java\u53ef\u4ee5\u7528\u6765\u7f16\u5199\u673a\u5668\u5b66\u4e60\u7a0b\u5e8f\uff0c\u8fd9\u5f97\u76ca\u4e8e\u5b83\u7684\u8de8\u5e73\u53f0\u6027\u3001\u7a33\u5b9a\u6027\u3001\u6210\u719f\u7684\u751f\u6001\u7cfb\u7edf\u3001\u4ee5\u53ca\u5bf9\u5927\u6570\u636e\u5904\u7406\u7684\u53cb\u597d\u652f\u6301\u3002\u5728 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