{"id":1774,"date":"2018-12-21T17:44:19","date_gmt":"2018-12-21T09:44:19","guid":{"rendered":"http:\/\/www.siyuanblog.com\/?p=1774"},"modified":"2020-08-08T22:22:18","modified_gmt":"2020-08-08T14:22:18","slug":"%e7%94%a8python%e8%af%86%e5%88%ab%e9%aa%8c%e8%af%81%e7%a0%81","status":"publish","type":"post","link":"http:\/\/www.siyuanblog.com\/?p=1774","title":{"rendered":"\u7528Python\u8bc6\u522b\u9a8c\u8bc1\u7801"},"content":{"rendered":"\t\t
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\u722c\u866b\u8fc7\u7a0b\u4e2d\u96be\u514d\u4f1a\u78b0\u5230\u9a8c\u8bc1\u7801\uff0c\u5404\u79cd\u5404\u6837\u7684\u9a8c\u8bc1\u7801\u4f3c\u4e4e\u963b\u6321\u4e86\u722c\u866b\u7684\u811a\u6b65\u3002
<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\u4e3a\u4e86\u8bc6\u522b\u673a\u5668\u548c\u771f\u5b9e\u7528\u6237\u800c\u8bde\u751f\u7684\u722c\u866b<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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  • \u5c06\u4ee3\u7801\u63d0\u4ea4\u5230\u201c\u6253\u7801\u5e73\u53f0\u201d\uff0c\u4ed8\u8d39\u5b8c\u6210\u6253\u7801<\/li>\n
  • \u81ea\u5df1\u5199\u4ee3\u7801\u5b8c\u6210\u9a8c\u8bc1\u7801\u8bc6\u522b\u7684\u8fc7\u7a0b<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    \u6253\u7801\u5e73\u53f0<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    \u4e3a\u4e86\u8bc6\u522b\u9a8c\u8bc1\u7801\u82b1\u94b1\uff0c\u663e\u7136\u4e0d\u7b26\u5408\u300c\u6781\u5ba2\u7cbe\u795e\u300d\uff0c\u65e2\u7136\u6211\u4eec\u5df2\u7ecf\u4f1a\u5199Python\uff0c\u4e3a\u5565\u4e0d\u81ea\u5df1\u5199\u4e00\u4e2a\u65b9\u6cd5\u6765\u8bc6\u522b\u5462\uff1f<\/figure>\n<\/div>\n

    \u6211\u5728\u5199\u4e00\u4e2a\u81ea\u52a8\u62a2\u4f1a\u8bae\u5ba4\u7684\u7cfb\u7edf\uff0c\u4f46\u662f\u62a2\u4f1a\u8bae\u5ba4\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u8f93\u5165\u9a8c\u8bc1\u7801\u624d\u53ef\u4ee5\u5b8c\u6210\u9884\u5b9a\u3002<\/p>\n

    \u8fd9\u4e2a\u9a8c\u8bc1\u7801\u6bd4\u8f83\u7b80\u5355\uff0c\u53ea\u67094\u4f4d\u963f\u62c9\u4f2f\u6570\u5b57\u7ec4\u6210\u3002\u5f62\u5f0f\u5927\u6982\u548c\u4e0b\u9762\u56fe\u7247\u6bd4\u8f83\u7c7b\u4f3c\uff0c\u4f46\u56fe\u7247\u7684\u566a\u97f3\u6bd4\u4e0b\u9762\u8981\u4e25\u91cd\u5f97\u591a\u3002\u7531\u4e8e\u9a8c\u8bc1\u7801\u90fd\u5728\u516c\u53f8\u529e\u516c\u73af\u5883\uff0c\u6240\u4ee5\u65e0\u6cd5\u5bfc\u51fa\u6765\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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    1. \u8bfb\u53d6\u56fe\u7247\uff0c\u5e76\u8c03\u6574\u56fe\u50cf\u5c3a\u5bf8<\/li>\n
    2. \u5bf9\u56fe\u7247\u8fdb\u884c\u7070\u5ea6\u5904\u7406<\/li>\n
    3. \u624b\u52a8\u8bbe\u7f6e\u9608\u503c\uff0c\u5bf9\u7070\u5ea6\u56fe\u50cf\u8fdb\u884c\u4e8c\u503c\u5316\u5904\u7406<\/li>\n
    4. \u904d\u5386\u6574\u5f20\u56fe\u50cf\uff0c\u626b\u63cf\u56fe\u50cf\u9ed1\u8272\u50cf\u7d20\u8fde\u63a5\u533a\u57df\uff0c\u5c06\u8303\u56f4\u592a\u5c0f\u7684\u9ed1\u8272\u50cf\u7d20\u5757\u53bb\u9664<\/li>\n
    5. \u5bf9\u56fe\u50cf\u6a2a\u7eb5\u5750\u6807\u8fdb\u884c\u626b\u63cf\uff0c\u53d6\u51fa\u5b8c\u6574\u7684\u56fe\u50cf<\/li>\n<\/ol>\n

      \u5230\u7b2c5\u6b65\uff0c\u6211\u5f97\u5230\u7684\u56fe\u50cf\u50cf\u7d20\u662f6*10\uff0c\u7f29\u5c0f\u56fe\u50cf\u5c3a\u5bf8\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u4fdd\u7559\u7ed3\u679c\u4fe1\u606f\uff0c\u51cf\u5c11\u7531\u4e8e\u65cb\u8f6c\uff0c\u62c9\u4f38\u7b49\u5f62\u6001\u53d8\u6362\u5e26\u6765\u7684\u56fe\u50cf\u5dee\u5f02\uff0c\u50cf\u7d20\u4e0d\u5927\uff0c\u4f46\u5df2\u7ecf\u8db3\u591f\u533a\u5206\u4e0d\u540c\u7684\u6570\u5b57\u4e86\u3002<\/p>\n

      \u7f16\u7801\u4e4b\u524d\uff0c\u6211\u624b\u52a8\u4ece\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u9a8c\u8bc1\u7801\uff0c\u5e76\u8fdb\u884c\u6807\u6ce8\uff0c\u5f97\u5230\u4e8650\u526f\u56fe\u50cf\u30020-9\u6bcf\u4e2a\u6570\u5b57\u5927\u7ea6\u670920\u5f20\u56fe\u7247\u300c\u8fd9\u4e2a\u8fc7\u7a0b\u5b9e\u5728\u662f\u592a\u65e0\u804a\u4e86\uff0c\u6211\u53ea\u60f3\u8d76\u7d27\u7ed3\u675f\u4eba\u529b\u6807\u6ce8\u7684\u884c\u4e3a\u300d<\/p>\n

      \u7531\u4e8e\u9a8c\u8bc1\u7801\u6570\u636e\u6837\u672c\u5b9e\u5728\u592a\u5c11\uff0c\u5728\u4e00\u5f00\u59cb\u7684\u5c1d\u8bd5\u7684\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u4e0e\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u90fd\u6beb\u65e0\u4f8b\u5916\u5931\u8d25\u4e86\u3002<\/p>\n

      \u6211\u5c1d\u8bd5\u4e86\u4ee5\u4e0b\u65b9\u6cd5\uff1a<\/strong><\/p>\n

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      • \u5728mnist\u6570\u636e\u96c6\u7684\u57fa\u7840\u4e0a\u4f7f\u7528TensorFlow\u642d\u5efa\u795e\u7ecf\u7f51\u7edc<\/li>\n
      • LibSVM<\/li>\n
      • KNN<\/li>\n
      • \u7ebf\u6027\u56de\u5f52<\/li>\n
      • GBDT<\/li>\n<\/ul>\n

        \u5b9e\u9645\u4e0a\u4f7f\u7528mnist\u6570\u636e\u96c6\u6765\u8bad\u7ec3\uff0c\u662f\u4e0d\u5408\u7406\u7684\u3002\u56e0\u4e3a\u5373\u4f7f\u662f\u963f\u62c9\u4f2f\u6570\u5b57\uff0c\u6211\u9047\u5230\u7684\u9a8c\u8bc1\u7801\u91cc\u7684\u6837\u5f0f\u548cmnist\u4e2d\u7684\u6837\u5f0f\u8fd8\u662f\u5b58\u5728\u4e0d\u5c0f\u7684\u5dee\u5f02\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u8bc6\u522b\u7387\u4e00\u76f4\u65e0\u6cd5\u63d0\u5347\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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        mnist\u6570\u636e\u96c6<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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        \u9884\u5904\u7406\u540e\u5f97\u5230\u7684\u56fe\u7247<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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        <\/p>\n

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        \u56fe\u50cf\u9884\u5904\u7406\u7684\u65b9\u6cd5\u524d\u9762\u5df2\u7ecf\u5b8c\u6210\u4e86\uff0c\u5173\u952e\u662f\u7528\u4ec0\u4e48\u65b9\u6cd5\u6765\u8fdb\u884c\u56fe\u50cf\u6bd4\u5bf9\u5462\uff1f<\/p>\n

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        \u4e00\u5f00\u59cb\u6211\u60f3\u7684\u5f88\u7b80\u5355\uff0c\u76f4\u63a5\u5bf9\u6bcf\u5f20\u6837\u672c\u56fe\u7247I1<\/strong><\/em>\u4e0e\u6d4b\u8bd5\u56fe\u7247I2<\/strong><\/em>\u76f8\u540c\u5750\u6807\u7684\u50cf\u7d20\u8fdb\u884c\u9010\u4e00\u6bd4\u5bf9\uff0c\u8ba1\u7b97I1<\/strong><\/em>\u4e0eI2<\/strong><\/em>\u7684\u76f8\u540c\u5750\u6807\u7684\u50cf\u7d20\u76f8\u7b49\u7684\u6570\u76ee\uff0c\u6700\u540e\u6c42\u5747\u503c\uff0c\u5f97\u523010\u4e2a\u5206\u503c\uff0c\u5206\u6570\u9ad8\u7684\u5c31\u662f\u9884\u6d4b\u7ed3\u679c\u3002<\/p>\n

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        \u8fd9\u4e2a\u8ba1\u7b97\u65b9\u6cd5\u770b\u8d77\u6765\u53ef\u884c\uff0c\u4f46\u662f\u5728\u5b9e\u9645\u4f7f\u7528\u7684\u65f6\u5019\u6709\u4e00\u4e9b\u95ee\u9898<\/strong><\/p>\n

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        • \u56e0\u4e3a\u8981\u904d\u5386\u6240\u6709\u56fe\u7247\u7684\u6240\u6709\u50cf\u7d20\uff0c\u8ba1\u7b97\u8d77\u6765\u975e\u5e38\u6162\uff01<\/li>\n
        • \u7531\u4e8e\u539f\u59cb\u9a8c\u8bc1\u7801\u56fe\u7247\u6dfb\u52a0\u4e86\u5927\u91cf\u566a\u97f3\uff0c\u867d\u7136\u505a\u4e86\u964d\u566a\u5904\u7406\uff0c\u4f46\u5f97\u5230\u7684\u540c\u4e00\u7c7b\u522b\u56fe\u7247\u4e4b\u95f4\u8fd8\u662f\u5b58\u5728\u8f83\u5927\u5dee\u5f02\u3002\u56e0\u6b64\uff0c\u5982\u679c\u7528\u50cf\u7d20\u5b8c\u5168\u5339\u914d\u7684\u65b9\u6cd5\uff0c\u5bb9\u6613\u6709\u8bef\u5224\u3002<\/li>\n
        • \u00a0<\/li>\n<\/ul>\n

          <\/p>\n

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          <\/p>\n

          \u56fe\u7247\u8f6ccode\u7684\u65b9\u6cd5\u6211\u9009\u62e9\u7684hash\u8f6c\u6362\uff0c\u8fc7\u7a0b\u5927\u81f4\u5982\u4e0b\uff1a<\/strong><\/p>\n

          <\/p>\n

            \n
          • \u7f29\u653e<\/strong>\uff1a\u56fe\u7247\u7f29\u653e\u4e3a8*8<\/li>\n
          • \u6c42\u5e73\u5747\u503c<\/strong>\uff1a\u8ba1\u7b97\u7070\u5ea6\u56fe\u6240\u6709\u50cf\u7d20\u7684\u5e73\u5747\u503c<\/li>\n
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            <\/p>\n

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            <\/p>\n

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            <\/p>\n

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            <\/p>\n

            \n
            \"\"<\/figure>\n<\/div>\n

            <\/p>\n

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