{"id":35176,"date":"2023-01-10T01:08:55","date_gmt":"2023-01-09T17:08:55","guid":{"rendered":"http:\/\/lrxjmw.cn\/?p=35176"},"modified":"2023-01-10T01:08:55","modified_gmt":"2023-01-09T17:08:55","slug":"fifteen-artificial-tool","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/fifteen-artificial-tool.html","title":{"rendered":"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td style=\"padding: 5px 12px; width: 25px; font-size: 22px; text-align: center; background: #E8E8E8; line-height: 30px; color: #999;\">\u5bfc\u8bfb<\/td>\n<td style=\"padding: 10px 10px 12px; line-height: 20px;\"><strong>\u4eba\u5de5\u667a\u80fdartificial intelligence\uff0cAI\u662f\u79d1\u6280\u7814\u7a76\u4e2d\u6700\u70ed\u95e8\u7684\u65b9\u5411\u4e4b\u4e00\u3002\u50cf IBM\u3001\u8c37\u6b4c\u3001\u5fae\u8f6f\u3001Facebook \u548c\u4e9a\u9a6c\u900a\u7b49\u516c\u53f8\u90fd\u5728\u7814\u53d1\u4e0a\u6295\u5165\u5927\u91cf\u7684\u8d44\u91d1\u3001\u6216\u8005\u6536\u8d2d\u90a3\u4e9b\u5728\u673a\u5668\u5b66\u4e60\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u81ea\u7136\u8bed\u8a00\u548c\u56fe\u50cf\u5904\u7406\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u8fdb\u5c55\u7684\u521d\u521b\u516c\u53f8\u3002\u8003\u8651\u5230\u4eba\u4eec\u5bf9\u6b64\u611f\u5174\u8da3\u7684\u7a0b\u5ea6\uff0c\u6211\u4eec\u5c06\u4e0d\u4f1a\u60ca\u8bb6\u4e8e\u65af\u5766\u798f\u7684\u4e13\u5bb6\u5728\u4eba\u5de5\u667a\u80fd\u62a5\u544a\u4e2d\u5f97\u51fa\u7684\u7ed3\u8bba\uff1a\u201c\u8d8a\u6765\u8d8a\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\uff0c\u53ef\u80fd\u4f1a\u5bf9\u6211\u4eec\u7684\u793e\u4f1a\u548c\u7ecf\u6d4e\u4ea7\u751f\u6df1\u8fdc\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u8fd9\u5c06\u51fa\u73b0\u5728\u4ece\u73b0\u5728\u5230 2030 \u5e74\u7684\u65f6\u95f4\u6bb5\u91cc<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728\u6700\u8fd1\u7684\u4e00\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u6982\u8ff0\u4e86 45 \u4e2a\u5341\u5206\u6709\u8da3\u6216\u6709\u524d\u9014\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u805a\u7126\u4e8e\u5f00\u6e90\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\uff0c\u8be6\u7ec6\u7684\u4e86\u89e3\u4e0b\u6700\u8457\u540d\u7684 15 \u4e2a\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002<\/p>\n<p>\u4ee5\u4e0b\u8fd9\u4e9b\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u90fd\u5904\u4e8e\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u6700\u524d\u6cbf\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>Caffe<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sMGDNtrDAAIBY4ieVE8316.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u5b83\u662f\u7531\u8d3e\u626c\u6e05\u5728\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u7684\u8bfb\u535a\u65f6\u521b\u9020\u7684\uff0cCaffe \u662f\u4e00\u4e2a\u57fa\u4e8e\u8868\u8fbe\u4f53\u7cfb\u7ed3\u6784\u548c\u53ef\u6269\u5c55\u4ee3\u7801\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\u4f7f\u5b83\u58f0\u540d\u9e4a\u8d77\u7684\u662f\u5b83\u7684\u901f\u5ea6\uff0c\u8fd9\u8ba9\u5b83\u53d7\u5230\u7814\u7a76\u4eba\u5458\u548c\u4f01\u4e1a\u7528\u6237\u7684\u6b22\u8fce\u3002\u6839\u636e\u5176\u7f51\u7ad9\u6240\u8a00\uff0c\u5b83\u53ef\u4ee5\u5728\u4e00\u5929\u4e4b\u5185\u53ea\u7528\u4e00\u4e2a NVIDIA K40 GPU \u5904\u7406 6000 \u4e07\u591a\u4e2a\u56fe\u50cf\u3002\u5b83\u662f\u7531\u4f2f\u514b\u5229\u89c6\u91ce\u548c\u5b66\u4e60\u4e2d\u5fc3(BVLC)\u7ba1\u7406\u7684\uff0c\u5e76\u4e14\u7531 NVIDIA \u548c\u4e9a\u9a6c\u900a\u7b49\u516c\u53f8\u8d44\u52a9\u6765\u652f\u6301\u5b83\u7684\u53d1\u5c55\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong> CNTK<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKiom1f4sM_wf1SHAADCL50r2K4585.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u5b83\u662f\u8ba1\u7b97\u7f51\u7edc\u5de5\u5177\u5305Computational Network Toolkit\u7684\u7f29\u5199\uff0cCNTK \u662f\u4e00\u4e2a\u5fae\u8f6f\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u3002\u4e0d\u8bba\u662f\u5728\u5355\u4e2a CPU\u3001\u5355\u4e2a GPU\u3001\u591a\u4e2a GPU \u6216\u662f\u62e5\u6709\u591a\u4e2a GPU \u7684\u591a\u53f0\u673a\u5668\u4e0a\u5b83\u90fd\u6709\u4f18\u5f02\u7684\u8868\u73b0\u3002\u5fae\u8f6f\u4e3b\u8981\u7528\u5b83\u505a\u8bed\u97f3\u8bc6\u522b\u7684\u7814\u7a76\uff0c\u4f46\u662f\u5b83\u5728\u673a\u5668\u7ffb\u8bd1\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u56fe\u50cf\u5b57\u5e55\u3001\u6587\u672c\u5904\u7406\u3001\u8bed\u8a00\u7406\u89e3\u548c\u8bed\u8a00\u5efa\u6a21\u65b9\u9762\u90fd\u6709\u7740\u826f\u597d\u7684\u5e94\u7528\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>Deeplearning4j<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sOmj00u9AAD4iXWpHX8652.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\nDeeplearning4j \u662f\u4e00\u4e2a java \u865a\u62df\u673a(JVM)\u7684\u5f00\u6e90\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\u5b83\u8fd0\u884c\u5728\u5206\u5e03\u5f0f\u73af\u5883\u5e76\u4e14\u96c6\u6210\u5728 Hadoop \u548c Apache Spark \u4e2d\u3002\u8fd9\u4f7f\u5b83\u53ef\u4ee5\u914d\u7f6e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u4e14\u5b83\u4e0e Java\u3001Scala \u548c \u5176\u4ed6 JVM \u8bed\u8a00\u517c\u5bb9\u3002<\/p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u662f\u7531\u4e00\u4e2a\u53eb\u505a Skymind \u7684\u5546\u4e1a\u516c\u53f8\u7ba1\u7406\u7684\uff0c\u5b83\u4e3a\u8fd9\u4e2a\u9879\u76ee\u63d0\u4f9b\u652f\u6301\u3001\u57f9\u8bad\u548c\u4e00\u4e2a\u4f01\u4e1a\u7684\u53d1\u884c\u7248\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>DMTK<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKiom1f4sQGxtv5TAAJ5T42blEQ246.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\nDMTK \u662f\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u5de5\u5177Distributed Machine Learning Toolkit\u7684\u7f29\u5199\uff0c\u548c CNTK \u4e00\u6837\uff0c\u662f\u5fae\u8f6f\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u3002\u4f5c\u4e3a\u8bbe\u8ba1\u7528\u4e8e\u5927\u6570\u636e\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b83\u7684\u76ee\u6807\u662f\u66f4\u5feb\u7684\u8bad\u7ec3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002\u5b83\u5305\u62ec\u4e09\u4e2a\u4e3b\u8981\u7ec4\u4ef6\uff1aDMTK \u6846\u67b6\u3001LightLDA \u4e3b\u9898\u6a21\u578b\u7b97\u6cd5\u548c\u5206\u5e03\u5f0f(\u591a\u4e49)\u5b57\u5d4c\u5165\u7b97\u6cd5\u3002\u4e3a\u4e86\u8bc1\u660e\u5b83\u7684\u901f\u5ea6\uff0c\u5fae\u8f6f\u58f0\u79f0\u5728\u4e00\u4e2a\u516b\u96c6\u7fa4\u7684\u673a\u5668\u4e0a\uff0c\u5b83\u80fd\u591f\u201c\u7528 100 \u4e07\u4e2a\u4e3b\u9898\u548c 1000 \u4e07\u4e2a\u5355\u8bcd\u7684\u8bcd\u6c47\u8868(\u603b\u5171 10 \u4e07\u4ebf\u53c2\u6570)\u8bad\u7ec3\u4e00\u4e2a\u4e3b\u9898\u6a21\u578b\uff0c\u5728\u4e00\u4e2a\u6587\u6863\u4e2d\u6536\u96c6 1000 \u4ebf\u4e2a\u7b26\u53f7\uff0c\u201d\u3002\u8fd9\u4e00\u6210\u7ee9\u662f\u522b\u7684\u5de5\u5177\u65e0\u6cd5\u6bd4\u62df\u7684\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>H20<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sRahswNdAAG_lMfCL6A885.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u76f8\u6bd4\u8d77\u79d1\u7814\uff0cH2O \u66f4\u6ce8\u91cd\u5c06 AI \u670d\u52a1\u4e8e\u4f01\u4e1a\u7528\u6237\uff0c\u56e0\u6b64 H2O \u6709\u7740\u5927\u91cf\u7684\u516c\u53f8\u5ba2\u6237\uff0c\u6bd4\u5982\u7b2c\u4e00\u8d44\u672c\u91d1\u878d\u516c\u53f8\u3001\u601d\u79d1\u3001Nielsen Catalina\u3001PayPal \u548c\u6cdb\u7f8e\u90fd\u662f\u5b83\u7684\u7528\u6237\u3002\u5b83\u58f0\u79f0\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u9884\u6d4b\u5206\u6790\u7684\u529b\u91cf\u6765\u89e3\u51b3\u4e1a\u52a1\u96be\u9898\u3002\u5b83\u53ef\u4ee5\u7528\u4e8e\u9884\u6d4b\u5efa\u6a21\u3001\u98ce\u9669\u548c\u6b3a\u8bc8\u5206\u6790\u3001\u4fdd\u9669\u5206\u6790\u3001\u5e7f\u544a\u6280\u672f\u3001\u533b\u7597\u4fdd\u5065\u548c\u5ba2\u6237\u60c5\u62a5\u3002<\/p>\n<p>\u5b83\u6709\u4e24\u79cd\u5f00\u6e90\u7248\u672c\uff1a\u6807\u51c6\u7248 H2O \u548c Sparking Water \u7248\uff0c\u5b83\u88ab\u96c6\u6210\u5728 Apache Spark \u4e2d\u3002\u4e5f\u6709\u4ed8\u8d39\u7684\u4f01\u4e1a\u7528\u6237\u652f\u6301\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong> Mahout<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKiom1f4sSnh_VgGAAKJA3SnB6U061.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u5b83\u662f Apache \u57fa\u91d1\u4f1a\u9879\u76ee\uff0cMahout \u662f\u4e00\u4e2a\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3002\u6839\u636e\u5b83\u7684\u7f51\u7ad9\u6240\u8a00\uff0c\u5b83\u6709\u7740\u4e09\u4e2a\u4e3b\u8981\u7684\u7279\u6027\uff1a\u4e00\u4e2a\u6784\u5efa\u53ef\u6269\u5c55\u7b97\u6cd5\u7684\u7f16\u7a0b\u73af\u5883\u3001\u50cf Spark \u548c H2O \u4e00\u6837\u7684\u9884\u5236\u7b97\u6cd5\u5de5\u5177\u548c\u4e00\u4e2a\u53eb Samsara \u7684\u77e2\u91cf\u6570\u5b66\u5b9e\u9a8c\u73af\u5883\u3002\u4f7f\u7528 Mahout \u7684\u516c\u53f8\u6709 Adobe\u3001\u57c3\u68ee\u54f2\u54a8\u8be2\u516c\u53f8\u3001Foursquare\u3001\u82f1\u7279\u5c14\u3001\u9886\u82f1\u3001Twitter\u3001\u96c5\u864e\u548c\u5176\u4ed6\u8bb8\u591a\u516c\u53f8\u3002\u5176\u7f51\u7ad9\u5217\u4e86\u51fa\u7b2c\u4e09\u65b9\u7684\u4e13\u4e1a\u652f\u6301\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>MLlib<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sTrQ3-c_AADWuZ9mFeM914.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u7531\u4e8e\u5176\u901f\u5ea6\uff0cApache Spark \u6210\u4e3a\u4e00\u4e2a\u6700\u6d41\u884c\u7684\u5927\u6570\u636e\u5904\u7406\u5de5\u5177\u3002MLlib \u662f Spark \u7684\u53ef\u6269\u5c55\u673a\u5668\u5b66\u4e60\u5e93\u3002\u5b83\u96c6\u6210\u4e86 Hadoop \u5e76\u53ef\u4ee5\u4e0e NumPy \u548c R \u8fdb\u884c\u4ea4\u4e92\u64cd\u4f5c\u3002\u5b83\u5305\u62ec\u4e86\u8bb8\u591a\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5982\u5206\u7c7b\u3001\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u63a8\u8350\u3001\u96c6\u7fa4\u3001\u4e3b\u9898\u5efa\u6a21\u3001\u529f\u80fd\u8f6c\u6362\u3001\u6a21\u578b\u8bc4\u4ef7\u3001ML \u7ba1\u9053\u67b6\u6784\u3001ML \u6301\u4e45\u3001\u751f\u5b58\u5206\u6790\u3001\u9891\u7e41\u9879\u96c6\u548c\u5e8f\u5217\u6a21\u5f0f\u6316\u6398\u3001\u5206\u5e03\u5f0f\u7ebf\u6027\u4ee3\u6570\u548c\u7edf\u8ba1\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong> NuPIC<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sUuBlHuCAADiMrLv5JA652.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u7531 Numenta \u516c\u53f8\u7ba1\u7406\u7684 NuPIC \u662f\u4e00\u4e2a\u57fa\u4e8e\u5206\u5c42\u6682\u65f6\u8bb0\u5fc6Hierarchical Temporal Memory\uff0cHTM\u7406\u8bba\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002\u4ece\u672c\u8d28\u4e0a\u8bb2\uff0cHTM \u8bd5\u56fe\u521b\u5efa\u4e00\u4e2a\u8ba1\u7b97\u673a\u7cfb\u7edf\u6765\u6a21\u4eff\u4eba\u7c7b\u5927\u8111\u76ae\u5c42\u3002\u4ed6\u4eec\u7684\u76ee\u6807\u662f\u521b\u9020\u4e00\u4e2a \u201c\u5728\u8bb8\u591a\u8ba4\u77e5\u4efb\u52a1\u4e0a\u63a5\u8fd1\u6216\u8005\u8d85\u8d8a\u4eba\u7c7b\u8ba4\u77e5\u80fd\u529b\u201d \u7684\u673a\u5668\u3002<\/p>\n<p>\u9664\u4e86\u5f00\u6e90\u8bb8\u53ef\uff0cNumenta \u8fd8\u63d0\u4f9b NuPic \u7684\u5546\u4e1a\u8bb8\u53ef\u534f\u8bae\uff0c\u5e76\u4e14\u5b83\u8fd8\u63d0\u4f9b\u6280\u672f\u4e13\u5229\u7684\u8bb8\u53ef\u8bc1\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>OpenNN<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKiom1f4sVyzVwOGAAB2iCsfmuo222.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u4f5c\u4e3a\u4e00\u4e2a\u4e3a\u5f00\u53d1\u8005\u548c\u79d1\u7814\u4eba\u5458\u8bbe\u8ba1\u7684\u5177\u6709\u9ad8\u7ea7\u7406\u89e3\u529b\u7684\u4eba\u5de5\u667a\u80fd\uff0cOpenNN \u662f\u4e00\u4e2a\u5b9e\u73b0\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u7684 c++ \u7f16\u7a0b\u5e93\u3002\u5b83\u7684\u5173\u952e\u7279\u6027\u5305\u62ec\u6df1\u5ea6\u7684\u67b6\u6784\u548c\u5feb\u901f\u7684\u6027\u80fd\u3002\u5176\u7f51\u7ad9\u4e0a\u53ef\u4ee5\u67e5\u5230\u4e30\u5bcc\u7684\u6587\u6863\uff0c\u5305\u62ec\u4e00\u4e2a\u89e3\u91ca\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u57fa\u672c\u77e5\u8bc6\u7684\u5165\u95e8\u6559\u7a0b\u3002OpenNN \u7684\u4ed8\u8d39\u652f\u6301\u7531\u4e00\u5bb6\u4ece\u4e8b\u9884\u6d4b\u5206\u6790\u7684\u897f\u73ed\u7259\u516c\u53f8 Artelnics \u63d0\u4f9b\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>OpenCyc<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sW3Dr3Z8AAGg1CIQtKE268.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u7531 Cycorp \u516c\u53f8\u5f00\u53d1\u7684 OpenCyc \u63d0\u4f9b\u4e86\u5bf9 Cyc \u77e5\u8bc6\u5e93\u7684\u8bbf\u95ee\u548c\u5e38\u8bc6\u63a8\u7406\u5f15\u64ce\u3002\u5b83\u62e5\u6709\u8d85\u8fc7 239,000 \u4e2a\u6761\u76ee\uff0c\u5927\u7ea6 2,093,000 \u4e2a\u4e09\u5143\u7ec4\u548c\u5927\u7ea6 69,000 owl\uff1a\u8fd9\u662f\u4e00\u79cd\u7c7b\u4f3c\u4e8e\u94fe\u63a5\u5230\u5916\u90e8\u8bed\u4e49\u5e93\u7684\u547d\u540d\u7a7a\u95f4\u3002\u5b83\u5728\u5bcc\u9886\u57df\u6a21\u578b\u3001\u8bed\u4e49\u6570\u636e\u96c6\u6210\u3001\u6587\u672c\u7406\u89e3\u3001\u7279\u6b8a\u9886\u57df\u7684\u4e13\u5bb6\u7cfb\u7edf\u548c\u6e38\u620f AI \u4e2d\u6709\u7740\u826f\u597d\u7684\u5e94\u7528\u3002\u8be5\u516c\u53f8\u8fd8\u63d0\u4f9b\u53e6\u5916\u4e24\u4e2a\u7248\u672c\u7684 Cyc\uff1a\u4e00\u4e2a\u53ef\u514d\u8d39\u7684\u7528\u4e8e\u79d1\u7814\u4f46\u662f\u4e0d\u5f00\u6e90\uff0c\u548c\u4e00\u4e2a\u63d0\u4f9b\u7ed9\u4f01\u4e1a\u7684\u4f46\u662f\u9700\u8981\u4ed8\u8d39\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>Oryx 2<\/strong><\/div>\n<p>&gt;<img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sYDBum1AAAEelAWuH6s083.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u6784\u5efa\u5728 Apache Spark \u548c Kafka \u4e4b\u4e0a\u7684 Oryx 2 \u662f\u4e00\u4e2a\u4e13\u95e8\u9488\u5bf9\u5927\u89c4\u6a21\u673a\u5668\u5b66\u4e60\u7684\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u6846\u67b6\u3002\u5b83\u91c7\u7528\u4e00\u4e2a\u72ec\u7279\u7684\u4e09\u5c42 \u03bb \u67b6\u6784\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528 Orys 2 \u521b\u5efa\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u53e6\u5916\u5b83\u8fd8\u62e5\u6709\u4e00\u4e9b\u9884\u5148\u6784\u5efa\u7684\u5e94\u7528\u7a0b\u5e8f\u53ef\u4ee5\u7528\u4e8e\u5e38\u89c1\u7684\u5927\u6570\u636e\u4efb\u52a1\u6bd4\u5982\u534f\u540c\u8fc7\u6ee4\u3001\u5206\u7c7b\u3001\u56de\u5f52\u548c\u805a\u7c7b\u3002\u5927\u6570\u636e\u5de5\u5177\u4f9b\u5e94\u5546 Cloudera \u521b\u9020\u4e86\u6700\u521d\u7684 Oryx 1 \u9879\u76ee\u5e76\u4e14\u4e00\u76f4\u79ef\u6781\u53c2\u4e0e\u6301\u7eed\u53d1\u5c55\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>PredictionIO<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sZHDLyxNAAH2c_q9Gws582.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u4eca\u5e74\u7684\u4e8c\u6708\uff0cSalesforce \u6536\u8d2d\u4e86 PredictionIO\uff0c\u63a5\u7740\u5728\u4e03\u6708\uff0c\u5b83\u5c06\u8be5\u5e73\u53f0\u548c\u5546\u6807\u8d21\u732e\u7ed9 Apache \u57fa\u91d1\u4f1a\uff0cApache \u57fa\u91d1\u4f1a\u5c06\u5176\u5217\u4e3a\u5b75\u80b2\u8ba1\u5212\u3002\u6240\u4ee5\u5f53 Salesforce \u5229\u7528 PredictionIO \u6280\u672f\u6765\u63d0\u5347\u5b83\u7684\u673a\u5668\u5b66\u4e60\u80fd\u529b\u65f6\uff0c\u6210\u6548\u5c06\u4f1a\u540c\u6b65\u51fa\u73b0\u5728\u5f00\u6e90\u7248\u672c\u4e2d\u3002\u5b83\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u521b\u5efa\u5e26\u6709\u673a\u5668\u5b66\u4e60\u529f\u80fd\u7684\u9884\u6d4b\u5f15\u64ce\uff0c\u8fd9\u53ef\u7528\u4e8e\u90e8\u7f72\u80fd\u591f\u5b9e\u65f6\u52a8\u6001\u67e5\u8be2\u7684 Web \u670d\u52a1\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>SystemML<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKiom1f4saTRPzJhAACtLwzpRBo995.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\n\u6700\u521d\u7531 IBM \u5f00\u53d1\uff0c SystemML \u73b0\u5728\u662f\u4e00\u4e2a Apache \u5927\u6570\u636e\u9879\u76ee\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u5ea6\u53ef\u4f38\u7f29\u7684\u5e73\u53f0\uff0c\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u7b49\u6570\u5b66\u8fd0\u7b97\uff0c\u5e76\u4e14\u5b83\u7684\u7b97\u6cd5\u7528 R \u6216\u4e00\u79cd\u7c7b\u4f3c python \u7684\u8bed\u6cd5\u5199\u6210\u3002\u4f01\u4e1a\u5df2\u7ecf\u5728\u4f7f\u7528\u5b83\u6765\u8ddf\u8e2a\u6c7d\u8f66\u7ef4\u4fee\u5ba2\u6237\u670d\u52a1\u3001\u89c4\u5212\u673a\u573a\u4ea4\u901a\u548c\u8fde\u63a5\u793e\u4f1a\u5a92\u4f53\u6570\u636e\u4e0e\u94f6\u884c\u5ba2\u6237\u3002\u5b83\u53ef\u4ee5\u5728 Spark \u6216 Hadoop \u4e0a\u8fd0\u884c\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong>TensorFlow<\/strong><\/div>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2016\/10\/wKioL1f4sbKyw2lTAAKAnffkvRU080.jpg\" alt=\"15 \u4e2a\u5f00\u6e90\u7684\u9876\u7ea7\u4eba\u5de5\u667a\u80fd\u5de5\u5177\" border=\"0\" \/><br \/>\nTensorFlow \u662f\u4e00\u4e2a\u8c37\u6b4c\u7684\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4f7f\u7528\u6570\u636e\u6d41\u56fe\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u7684\u5e93\u3002\u5b83\u53ef\u4ee5\u8fd0\u884c\u5728\u591a\u79cd\u4e0d\u540c\u7684\u6709\u7740\u5355\u6216\u591a CPU \u548c GPU \u7684\u7cfb\u7edf\uff0c\u751a\u81f3\u53ef\u4ee5\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u8fd0\u884c\u3002\u5b83\u62e5\u6709\u6df1\u539a\u7684\u7075\u6d3b\u6027\u3001\u771f\u6b63\u7684\u53ef\u79fb\u690d\u6027\u3001\u81ea\u52a8\u5fae\u5206\u529f\u80fd\uff0c\u5e76\u4e14\u652f\u6301 Python \u548c c++\u3002\u5b83\u7684\u7f51\u7ad9\u62e5\u6709\u5341\u5206\u8be6\u7ec6\u7684\u6559\u7a0b\u5217\u8868\u6765\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u6c89\u6d78\u4e8e\u4f7f\u7528\u6216\u6269\u5c55\u4ed6\u7684\u529f\u80fd\u3002<\/p>\n<div   id="j6sjwn9j3u"    style=\"font-size: 14pt; color: white; background-color: black; border-left: red 10px solid; padding-left: 14px; margin-bottom: 20px; margin-top: 20px;\"><strong> Torch<\/strong><\/div>\n<p>Torch \u5c06\u81ea\u5df1\u63cf\u8ff0\u4e3a\uff1a\u201c\u4e00\u4e2a\u4f18\u5148\u4f7f\u7528 GPU \u7684\u62e5\u6709\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5e7f\u6cdb\u652f\u6301\u7684\u79d1\u5b66\u8ba1\u7b97\u6846\u67b6\u201d\uff0c\u5b83\u7684\u7279\u70b9\u662f\u7075\u6d3b\u6027\u548c\u901f\u5ea6\u3002\u6b64\u5916\uff0c\u5b83\u53ef\u4ee5\u5f88\u5bb9\u6613\u7684\u901a\u8fc7\u8f6f\u4ef6\u5305\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u4fe1\u53f7\u5904\u7406\u3001\u5e76\u884c\u5904\u7406\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u97f3\u9891\u548c\u7f51\u7edc\u7b49\u65b9\u9762\u3002\u5b83\u4f9d\u8d56\u4e00\u4e2a\u53eb\u505a LuaJIT \u7684\u811a\u672c\u8bed\u8a00\uff0c\u800c LuaJIT \u662f\u57fa\u4e8e Lua \u7684\u3002<\/p>\n<blockquote>\n<p style=\"text-align: left; color: #88a6a4;\">\u539f\u6587\u6765\u81ea\uff1a<a href=\"http:\/\/bbs.mydigit.cn\/read.php?tid=1834028\" target=\"_blank\" rel=\"noopener\">http:\/\/bbs.mydigit.cn\/read.php?tid=1834028<\/a><\/p>\n<p style=\"text-align: left; color: #88a6a4;\">\u672c\u6587\u5730\u5740\uff1a<a href=\"http:\/\/lrxjmw.cn\/fifteen-artificial-tool.html\" target=\"_blank\" rel=\"noopener\">http:\/\/lrxjmw.cn\/fifteen-artificial-tool.html<\/a><span style=\"float: right;\">\u7f16\u8f91\uff1a\u90d1\u5e05\uff0c\u5ba1\u6838\u5458\uff1a\u51af\u742a<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u5de5\u667a\u80fdartificial intelligence\uff0cAI\u662f\u79d1\u6280\u7814\u7a76\u4e2d\u6700\u70ed\u95e8\u7684\u65b9\u5411\u4e4b\u4e00\u3002\u50cf IBM\u3001\u8c37\u6b4c\u3001\u5fae\u8f6f\u3001Facebook  \u548c\u4e9a\u9a6c\u900a\u7b49\u516c\u53f8\u90fd\u5728\u7814\u53d1\u4e0a\u6295\u5165\u5927\u91cf\u7684\u8d44\u91d1\u3001\u6216\u8005\u6536\u8d2d\u90a3\u4e9b\u5728\u673a\u5668\u5b66\u4e60\u3001\u795e\u7ecf\u7f51\u7edc\u3001\u81ea\u7136\u8bed\u8a00\u548c\u56fe\u50cf\u5904\u7406\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u8fdb\u5c55\u7684\u521d\u521b\u516c\u53f8\u3002\u8003\u8651\u5230\u4eba\u4eec\u5bf9\u6b64\u611f\u5174\u8da3\u7684\u7a0b\u5ea6\uff0c\u6211\u4eec\u5c06\u4e0d\u4f1a\u60ca\u8bb6\u4e8e\u65af\u5766\u798f\u7684\u4e13\u5bb6\u5728\u4eba\u5de5\u667a\u80fd\u62a5\u544a\u4e2d\u5f97\u51fa\u7684\u7ed3\u8bba\uff1a&ldquo;\u8d8a\u6765\u8d8a\u5f3a\u5927\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\uff0c\u53ef\u80fd\u4f1a\u5bf9\u6211\u4eec\u7684\u793e\u4f1a\u548c\u7ecf\u6d4e\u4ea7\u751f\u6df1\u8fdc\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u8fd9\u5c06\u51fa\u73b0\u5728\u4ece\u73b0\u5728\u5230  2030 \u5e74\u7684\u65f6\u95f4\u6bb5\u91cc\u3002&rdquo;<\/p>\n","protected":false},"author":63,"featured_media":35280,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-35176","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/35176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/users\/63"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=35176"}],"version-history":[{"count":7,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/35176\/revisions"}],"predecessor-version":[{"id":261326,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/35176\/revisions\/261326"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/35280"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=35176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=35176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=35176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}