\u0b18(\u0a6d\u02ca\u1d55\u02cb)\u0a6d<\/strong>
\u6635\u79f0\uff1a\u6d77\u8f70
\u6807\u7b7e\uff1a\u7a0b\u5e8f\u733f\uff5cC++\u9009\u624b\uff5c\u5b66\u751f
\u7b80\u4ecb\uff1a\u56e0C\u8bed\u8a00\u7ed3\u8bc6\u7f16\u7a0b\uff0c\u968f\u540e\u8f6c\u5165\u8ba1\u7b97\u673a\u4e13\u4e1a\uff0c\u6709\u5e78\u62ff\u8fc7\u4e00\u4e9b\u56fd\u5956\u3001\u7701\u5956\u2026\u5df2\u4fdd\u7814\u3002\u76ee\u524d\u6b63\u5728\u5b66\u4e60C++\/Linux\/Python
\u5b66\u4e60\u7ecf\u9a8c\uff1a\u624e\u5b9e\u57fa\u7840 + \u591a\u505a\u7b14\u8bb0 + \u591a\u6572\u4ee3\u7801 + \u591a\u601d\u8003 + \u5b66\u597d\u82f1\u8bed\uff01
\u673a\u5668\u5b66\u4e60\u5c0f\u767d\u9636\u6bb5
\u6587\u7ae0\u4ec5\u4f5c\u4e3a\u81ea\u5df1\u7684\u5b66\u4e60\u7b14\u8bb0 \u7528\u4e8e\u77e5\u8bc6\u4f53\u7cfb\u5efa\u7acb\u4ee5\u53ca\u590d\u4e60
\u77e5\u5176\u7136 \u77e5\u5176\u6240\u4ee5\u7136\uff01<\/p>\n<\/blockquote>\n\u5f80\u671f\u6587\u7ae0<\/h2>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff081\uff09\uff1a\u96c6\u5408\u4e0e\u6620\u5c04<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff082\uff09\uff1a\u7ebf\u6027\u7a7a\u95f4\u5b9a\u4e49\u53ca\u5176\u6027\u8d28<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff083\uff09\uff1a\u7ebf\u6027\u7a7a\u95f4\u7684\u57fa\u4e0e\u5750\u6807<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff084\uff09\uff1a\u57fa\u53d8\u6362\u4e0e\u5750\u6807\u53d8\u6362<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff085\uff09\uff1a\u7ebf\u6027\u5b50\u7a7a\u95f4<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff086\uff09\uff1a\u5b50\u7a7a\u95f4\u7684\u4ea4\u4e0e\u548c<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff087\uff09\uff1a\u6b27\u6c0f\u7a7a\u95f4<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff088\uff09\uff1a\u6807\u51c6\u6b63\u4ea4\u57fa\u4e0eGram-Schmidt\u8fc7\u7a0b<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff089\uff09\uff1a\u6b63\u4ea4\u8865\u4e0e\u6295\u5f71\u5b9a\u7406<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0810\uff09\uff1a\u7ebf\u6027\u53d8\u6362\u5b9a\u4e49<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0811\uff09\uff1a\u7ebf\u6027\u53d8\u6362\u7684\u77e9\u9635\u8868\u793a<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0812\uff09\uff1a\u76f8\u4f3c\u5f62\u7406\u8bba<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0813\uff09\uff1aHamliton-Cayley\u5b9a\u7406\u3001\u6700\u5c0f\u591a\u9879\u5f0f<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0814\uff09\uff1a\u5411\u91cf\u8303\u6570\u53ca\u5176\u6027\u8d28<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0815\uff09\uff1a\u77e9\u9635\u7684\u8303\u6570<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0816\uff09\uff1a\u5411\u91cf\u548c\u77e9\u9635\u7684\u6781\u9650<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0817\uff09\uff1a\u51fd\u6570\u77e9\u9635\u7684\u5fae\u5206\u548c\u79ef\u5206<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0818\uff09\uff1a\u65b9\u9635\u7684\u5e42\u7ea7\u6570<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0819\uff09\uff1a\u4e0d\u5b9a\u79ef\u5206\uff08\u8865\u5145\u77e5\u8bc6\uff09<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0820\uff09\uff1a\u65b9\u9635\u51fd\u6570<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0821\uff09\uff1a\u5e38\u7528\u65b9\u9635\u51fd\u6570\u7684\u4e00\u4e9b\u6027\u8d28<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0822\uff09\uff1a\u65b9\u9635\u51fd\u6570\u5728\u5fae\u5206\u65b9\u7a0b\u7ec4\u4e2d\u7684\u5e94\u7528<\/p>\n
\u3010\u673a\u5668\u5b66\u4e60\uff5c\u6570\u5b66\u57fa\u7840\u3011Mathematics for Machine Learning\u7cfb\u5217\u4e4b\u77e9\u9635\u7406\u8bba\uff0823\uff09\uff1a\u5e38\u6570\u9879\u7ea7\u6570\u7684\u6982\u5ff5\u548c\u6027\u8d28\uff08\u8865\u5145\u77e5\u8bc6\uff09<\/p>\n
\u5e38\u6570\u9879\u7ea7\u6570\u7684\u5ba1\u655b\u6cd5<\/h2>\n\u4e00\u3001\u6b63\u9879\u7ea7\u6570\u53ca\u5176\u5ba1\u655b\u6cd5<\/h3>\n\u5b9a\u4e49\uff1a\u6b63\u9879\u7ea7\u6570<\/h4>\n
\u4e00\u822c\u7684\u5e38\u6570\u9879\u7ea7\u6570\uff0c\u5404\u9879\u53ef\u4ee5\u4e3a\u6b63\u6570\u3001\u8d1f\u6570\u6216\u96f6<\/p>\n
\u5404\u9879\u90fd\u662f\u6b63\u6570\u6216\u96f6\u7684\u7ea7\u6570\uff0c\u79f0\u4e3a\u6b63\u9879\u7ea7\u6570<\/strong><\/p>\n\u5b9a\u74061<\/h4>\n
\u6b63\u9879\u7ea7\u6570 \u2211 n = 1 \u221e u n \\sum_{n=1}^{\\infty}u_n <\/span><\/span>\u2211<\/span><\/span>n<\/span>=<\/span>1<\/span><\/span><\/span><\/span><\/span>\u221e<\/span><\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>u<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u6536\u655b\u7684\u5145\u5206\u5fc5\u8981\u6761\u4ef6\u662f\uff1a\u5b83\u7684\u90e8\u5206\u548c\u6570\u5217 s n s_n <\/span><\/span>s<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u6709\u754c<\/p>\n\u5b9a\u74062\uff08\u6bd4\u8f83\u5ba1\u655b\u6cd5\uff09<\/h4>\n
\u8bbe \u2211 n = 1 \u221e u n \\sum_{n=1}^{\\infty}u_n <\/span><\/span>\u2211<\/span><\/span>n<\/span>=<\/span>1<\/span><\/span><\/span><\/span><\/span>\u221e<\/span><\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>u<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u548c \u2211 n = 1 \u221e v n \\sum_{n=1}^{\\infty}v_n <\/span><\/span>\u2211<\/span><\/span>n<\/span>=<\/span>1<\/span><\/span><\/span><\/span><\/span>\u221e<\/span><\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>v<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u90fd\u662f\u6b63\u9879\u7ea7\u6570\uff0c\u4e14 u n \u2264 v n ( n = 1 , 2 , . . . ) u_n\\leq v_n(n=1,2,...) <\/span><\/span>u<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\u2264<\/span><\/span><\/span><\/span>v<\/span><\/span>n<\/span><\/span><\/span><\/span>\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>(<\/span>n<\/span><\/span>=<\/span><\/span><\/span><\/span>1<\/span>,<\/span><\/span>2<\/span>,<\/span><\/span>.<\/span>.<\/span>.<\/span>)<\/span><\/span><\/span><\/span><\/span><\/p>\n