{"id":5347,"date":"2017-05-20T01:00:00","date_gmt":"2017-05-19T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-11T14:50:06","modified_gmt":"2018-12-11T06:50:06","slug":"%e7%b3%bb%e5%88%97%e8%af%be%e7%a8%8b%ef%bc%9a%e4%bb%8epython%e5%88%b0tensorflow-%e7%82%b9%e4%ba%ae%e4%bd%a0%e7%9a%84ai%e6%8a%80%e8%83%bd%e6%a0%91","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=5347","title":{"rendered":"\u7cfb\u5217\u8bfe\u7a0b\uff1a\u4ecePython\u5230Tensorflow&#8211;\u70b9\u4eae\u4f60\u7684AI\u6280\u80fd\u6811"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<section  style=\"display: none; height: 0px;\"><\/section>\n<div class=\"post-image\"><img    src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma10-1534232298.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<section  class=\"mpa-template\" >\n<section donone=\"shifuMouseDownCard(&#39;shifu_c_029&#39;)\" label=\"Copyright Reserved by PLAYHUDONG.\" style=\"margin: 1em 0px; padding: 0px; max-width: 100%; color: rgb(123, 12, 0); font-size: 16px; white-space: normal; line-height: 25.6px; border-width: 0px; border-style: none; background-color: rgb(255, 255, 255); border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<p style=\"margin: 10px 0px 0px 1em; padding: 0px; max-width: 100%; line-height: 1.4; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><span style=\"margin: 0px; padding: 0px; max-width: 100%; font-size: 14px; border-color: rgb(123, 12, 0); color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><strong style=\"margin: 0px; padding: 0px; max-width: 100%; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\"><span style=\"font-size: 14px; border-color: rgb(123, 12, 0); margin: 0px; padding: 0.2em 0.5em; max-width: 100%; font-weight: inherit; text-decoration: inherit; border-radius: 0.3em; text-align: center; background-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\u5bfc\u8bed<\/span><\/strong><\/span><\/p>\n<section class=\"\" style=\"margin: -0.7em 0px 0px; padding: 0px; max-width: 100%; border-width: 1px; border-style: solid; border-color: rgb(123, 12, 0); border-radius: 0.4em; color: rgb(123, 12, 0); font-size: 1em; box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px; padding: 1.4em 1em 1em; max-width: 100%; border-color: rgb(123, 12, 0); box-sizing: border-box !important; word-wrap: break-word !important; overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px; padding: 0px; max-width: 100%; font-size: 1em; font-weight: inherit; 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margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u4f46\u662f\u5982\u679c\u4f60\u60f3\u8981\u63a5\u89e6\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5374\u4e0d\u77e5\u9053\u600e\u4e48\u5165\u624b\uff1b\u6216\u8005\u4f60\u5df2\u7ecf\u5c1d\u8bd5\u5b66\u4e60AI\u6280\u672f\uff0c\u5374\u82e6\u4e8e<\/span><span style=\"font-size: 13px;\">\u4f20\u7edf\u6559\u6750\u201c\u7cfb\u7edf\u7684\u6d41\u7a0b\u201d\u548c\u7e41\u6742\u7684\u6570\u5b66\u516c\u5f0f\u3002<\/span><\/p>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><strong><span style=\"font-size: 13px;\">\u90a3\u4e48\u73b0\u5728\uff0c\u96c6\u667aAI\u5b66\u56ed\u4e3a\u4f60\u70b9\u4eae\u4e00\u76cf\u660e\u706f\uff01<\/span><\/strong><\/p>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u6211\u4eec\u9488\u5bf9\u4e0d\u540c\u6280\u672f\u8d77\u70b9\u7684\u5b66\u4e60\u4eba\u7fa4\uff0c\u7279\u522b\u6311\u9009\u4e86\u591a\u5957\u591a\u9636\u6bb5\u7684AI\u89c6\u9891\u6559\u7a0b\u3002\u672c\u5957\u6559\u7a0b\u5e7d\u9ed8\u98ce\u8da3\u3001\u7b80\u5355\u660e\u4e86\u3002\u5982\u679c\u4f60\u6709\u5fc3\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u90a3\u4e48<\/span><span style=\"font-size: 13px;\">\u4f60\u5c06\u4ece\u57fa\u7840\u77e5\u8bc6\u5f00\u59cb\uff0c\u5faa\u5e8f\u6e10\u8fdb\u7684\u638c\u63e1\u6df1\u5ea6\u5b66\u4e60\u77e5\u8bc6\uff0c\u6700\u7ec8\u901a\u8fc7\u4eb2\u624b\u642d\u5efa\u591a\u79cd\u795e\u7ecf\u7f51\u7edc\uff0c\u89e3\u51b3\u673a\u5668\u5b66\u4e60\u95ee\u9898\uff0c\u638c\u63e1\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u70b9\u4eae\u81ea\u5df1\u7684\u4eba\u5de5\u667a\u80fd\u6280\u80fd\u6811\uff01<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485092&amp;idx=1&amp;sn=6334b3063cf57b128c98bd9d6782feaf&amp;chksm=e8945c29dfe3d53f6fe375c76cd424a21dd93d99ec0387d3a42add55ca722bf1a98502ef6590&amp;scene=21#wechat_redirect\" target=\"_blank\" data_ue_src=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485092&amp;idx=1&amp;sn=6334b3063cf57b128c98bd9d6782feaf&amp;chksm=e8945c29dfe3d53f6fe375c76cd424a21dd93d99ec0387d3a42add55ca722bf1a98502ef6590&amp;scene=21#wechat_redirect\"><img    style=\"width: 32%; 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margin-top: 10px; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 12pt !important;\">Python\u7f16\u7a0b\u57fa\u7840<\/span><\/strong><\/p>\n<p><br  \/><\/p>\n<p style=\"margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5728\u5f53\u524d\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u9886\u57df\uff0c\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u8bed\u8a00\u5c31\u662fPython\u3002\u6240\u4ee5\u5982\u679c\u4f60\u60f3\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u90a3\u4e48\u8bf7\u5148\u638c\u63e1Python\uff01<\/span><\/p>\n<p style=\"margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u672c\u6559\u7a0b\u7b80\u5355\u660e\u4e86\uff0c\u4ece\u5b9a\u4e49\u4e00\u4e2a\u53d8\u91cf\u5f00\u59cb\uff0c\u8ba9\u4f60\u5feb\u901f\u7684\u638c\u63e1Python\u8fd9\u95e8\u201c\u81ea\u5e26\u7535\u6c60\u201d\u7684\u7f16\u7a0b\u8bed\u8a00\u3002<\/span><\/p>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><a style=\"outline: none; color: rgb(112, 177, 231); background: transparent; cursor: pointer !important;\">http:\/\/campus.swarma.org\/gpac=12?src=2<\/a><\/span><\/p>\n<p style=\"letter-spacing: 0.5px;\"><img     style=\"font-size: 13px; text-align: inherit; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 352px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534232299.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 12pt !important;\"><\/span><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232299.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 12pt !important;\">\u6df1\u5ea6\u5b66\u4e60\u2014\u2014\u795e\u7ecf\u7f51\u7edc\u5165\u95e8<\/span><\/strong><\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5982\u679c\u4f60\u5df2\u7ecf\u5177\u5907\u4e86Python\u7f16\u7a0b\u6280\u672f\uff0c\u4f46\u662f\u8fd8\u4e0d\u77e5\u9053\u201c\u673a\u5668\u5b66\u4e60\u201d\u3001\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\u3001\u201c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u201d\u3001\u201cLSTM\u201c\u5230\u5e95\u662f\u4ec0\u4e48\u3002\u6216\u8005\u4f60\u5df2\u7ecf\u4e86\u89e3\u8fc7\u5b83\u4eec\u7684\u77e5\u8bc6\uff0c\u4f46\u662f\u5e76\u4e0d\u6e05\u695a\u5b83\u4eec\u7684\u5de5\u4f5c\u539f\u7406\u3002\u90a3\u4e48\u63a8\u8350\u4f60\u5b66\u4e60\u4e0b\u9762\u7684\u8bfe\u7a0b\uff1a<\/span><\/p>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\"><a style=\"outline: none; color: rgb(112, 177, 231); background: transparent; cursor: pointer !important;\">http:\/\/campus.swarma.org\/gpac=10?src=2<\/a><\/span><\/p>\n<p style=\"letter-spacing: 0.5px;\"><img     style=\"font-size: 13px; text-align: inherit; border-width: 0px; border-style: initial; border-color: initial; cursor: default; width: 610px; height: 352px;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma3-1534232299.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><inherit style=\"display: block;\"><\/inherit><\/p>\n<p><br  \/><\/p>\n<section  class=\"mpa-template\" >\n<p style=\"max-width: 100%; min-height: 1em; color: rgb(62, 62, 62); font-size: 16px; white-space: normal; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255); box-sizing: border-box !important; word-wrap: break-word !important;\"><img class=\"__bg_gif\"     style=\"margin: 0px; padding: 0px; max-width: 100%; height: auto !important; box-sizing: border-box !important; word-wrap: break-word !important; visibility: visible !important; width: 64px !important;\" width=\"100%\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534232299-1.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"display: block; margin-top: 10px; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><strong><span style=\"color: rgb(123, 12, 0); font-size: 12pt !important;\">\u8bad\u7ec3\u6570\u636e\u5904\u7406<\/span><\/strong><\/p>\n<p><br  \/><\/p>\n<p style=\"margin-top: 10px; line-height: 2em; letter-spacing: 0.5px;\"><span style=\"font-size: 13px;\">\u5982\u679c\u4f60\u5df2\u7ecf\u638c\u63e1\u4e86Python\u7f16\u7a0b\u6280\u672f\uff0c\u4e5f\u719f\u6089\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u7406\u8bba\u57fa\u7840\uff0c\u90a3\u4e48\u662f\u4e0d\u662f\u53ef\u4ee5\u52a8\u624b\u7f16\u5199\u4e00\u4e2a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e86\uff1f\u5148\u522b\u7740\u6025\uff0c\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u79bb\u4e0d\u5f00\u5927\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u5904\u7406\uff0c\u6240\u4ee5\u60f3\u8981\u7075\u6d3b\u5e94\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5148\u5f97\u628a\u6570\u636e\u5904\u7406\u597d\u4e86\u518d\u8bf4\u3002\u5728\u73b0\u4eca\u7684\u673a\u5668\u5b66\u4e60\u7a0b\u5e8f\u4e2d\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u4eba\u90fd\u5728\u7528Numpy\u548cPandas\u5904\u7406\u6570\u636e\u3002\u6240\u4ee5\u5728\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u5b9e\u8df5\u4e4b\u524d\uff0c\u8bf7\u52a1\u5fc5\u5148\u638c\u63e1\u5b83\u4eec\uff01<\/span><\/p>\n<p style=\"display: block; 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font-size: 16px; text-align: center; line-height: 3em; background-color: rgb(255, 255, 255);\"><img class=\"__bg_gif\"     width=\"100%\" style=\"visibility: visible !important; width: 64px !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534232300.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br  \/><\/p>\n<\/section>\n<p style=\"margin-top: 10px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color:#7b0c00\"><strong>\u8bb2\u5e08\u4ecb\u7ecd<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px; white-space: normal; line-height: 2em; letter-spacing: 0.5px; text-align: center;\"><span style=\"color:#7b0c00\"><strong><br  \/><\/strong><\/span><\/p>\n<p style=\"white-space: normal;\"><img      src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534232300.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<blockquote style=\"white-space: normal;\">\n<p><strong><span style=\"font-size: 13px;\">\u5468\u6cab\u51e1<\/span><\/strong><span style=\"font-size: 13px;\">&nbsp;Mofan Zhou<\/span><\/p>\n<p><span style=\"font-size: 13px;\">&nbsp;~2015, Bachelor, Civil Engineering, Griffith University, Australia<\/span><br  \/><\/p>\n<p><span style=\"font-size: 13px;\">2015~, PhD, Intelligent Transportation, Griffith University, Australia<\/span><\/p>\n<p><span style=\"font-size: 13px;\">2016~, Visiting researcher in UTS, Australia<\/span><\/p>\n<p><span style=\"font-size: 13px;\">\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u8d44\u6df1\u5174\u8da3\u7231\u597d\u8005\u548c\u73a9\u5bb6\u3002<\/span><\/p>\n<\/blockquote>\n<p style=\"letter-spacing: 0.5px;\"><br  \/><\/p>\n<p style=\"letter-spacing: 0.5px;\"><br  \/><\/p>\n<hr style=\"margin-right: 0.5em; 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