{"id":3858,"date":"2017-10-24T01:00:00","date_gmt":"2017-10-23T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-08T11:41:56","modified_gmt":"2018-12-08T03:41:56","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e4%bb%96%e4%bb%ac%e8%a6%81%e6%9d%a5%e9%9b%86%e6%99%baai%e5%ad%a6%e5%9b%ad%e5%ad%a6%e4%b9%a0-pytorch%ef%bc%9f-%e6%97%a9%e9%b8%9f%e7%a6%8f%e5%88%a9%e5%80%92%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=3858","title":{"rendered":"\u4e3a\u4ec0\u4e48\u4ed6\u4eec\u8981\u6765\u96c6\u667aAI\u5b66\u56ed\u5b66\u4e60 PyTorch\uff1f | \u65e9\u9e1f\u798f\u5229\u5012\u8ba1\u65f6"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<div class=\"post-image\"><img     style=\"\" class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma1-1534231856.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/div>\n<section class=\"mpa-template\"   >\n<section label=\"Copyright Reserved by PLAYHUDONG.\" donone=\"shifuMouseDownCard(&#39;shifu_c_029&#39;)\" style=\"margin: 1em 0px;padding: 0px;color: rgb(123, 12, 0);font-size: 16px;line-height: 25.6px;border-width: 0px;border-style: none;border-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px 0px 0px 1em;padding: 0px;line-height: 1.4;border-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\"><span style=\"margin: 0px;padding: 0px;font-size: 14px;border-color: rgb(123, 12, 0);color: rgb(255, 255, 255);overflow-wrap: break-word !important;\"><strong style=\"margin: 0px;padding: 0px;border-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\" mpa-from-tpl=\"t\"><span style=\"margin: 0px;padding: 0.2em 0.5em;border-color: rgb(123, 12, 0);font-weight: inherit;text-decoration: inherit;border-radius: 0.3em;text-align: center;background-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\" mpa-is-content=\"t\">PyTorch<\/span><\/strong><\/span><\/section>\n<section style=\"margin: -0.7em 0px 0px;padding: 0px;border-width: 1px;border-style: solid;border-color: rgb(123, 12, 0);border-radius: 0.4em;font-size: 1em;overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px;padding: 1.4em 1em 1em;border-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\">\n<section style=\"margin: 0px;padding: 0px;font-size: 1em;font-weight: inherit;text-align: inherit;text-decoration: inherit;border-color: rgb(123, 12, 0);overflow-wrap: break-word !important;\">\n<p style=\"margin: 10px 0.5em;clear: both;min-height: 1em;letter-spacing: 0.5px;border-color: rgb(123, 12, 0);line-height: 1.75em;\"><span style=\"margin: 0px;padding: 0px;font-size: 13px;border-color: rgb(123, 12, 0);color: rgb(0, 0, 0);\">Torch\uff0c\u4e2d\u6587\u610f\u4e3a<strong>\u201c\u706b\u70ac\u201d<\/strong>\uff0c\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u7684\u5f00\u6e90\u6846\u67b6\u3002<strong>PyTorch\uff0c<\/strong>\u662f<strong>\u5f00\u6e90\u6846\u67b6 Torch \u57fa\u4e8e Python \u7684\u7248\u672c\uff0c<\/strong>\u64cd\u4f5c\u7b80\u6d01\uff0c\u529f\u80fd\u5f3a\u5927\u3002\u96c6\u667aAI\u5b66\u56ed\u63a8\u51fa\u300a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\u300b\uff08Deeplearning in PyTorch\uff09\u4e0a\u4e0b\u4e24\u671f\u8bfe\u7a0b\uff0c\u4e3a\u4f60\u7cfb\u7edf\u89e3\u6790\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u52a9\u529b\u4f60\u7684AI\u6280\u80fd\u62d3\u5c55\u548c\u804c\u4e1a\u751f\u6daf\u8fdb\u9636\u3002\u5728\u6210\u529f\u5730\u4e3e\u529e\u300a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\uff08\u4e0a\uff09\u300b\u7684\u8bfe\u7a0b\u4e4b\u540e\uff0c\u6211\u4eec\u5373\u5c06\u5f00\u542f\u4e0b\u534a\u7a0b\u7684\u6df1\u5ea6\u5b66\u4e60\u4e0e PyTorch \u4e4b\u65c5\u3002\u5728\u300a\u706b\u70ac\uff08\u4e0b\uff09\u300b\u4e2d\uff0c\u6211\u4eec\u5c06\u7740\u91cd\u4ecb\u7ecd&nbsp;<strong>PyTorch \u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/strong>\uff08Natural Language Processing\uff0cNLP\uff09\u4e2d\u7684\u5f3a\u5927\u529f\u80fd\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(255, 128, 0);border-bottom: 2px solid rgb(255, 128, 0);transform: translate(0px, 2px);border-top-color: rgb(255, 128, 0);border-left-color: rgb(255, 128, 0);border-right-color: rgb(255, 128, 0);\" ><strong mpa-from-tpl=\"t\"><span style=\"font-size: 16px;\" mpa-is-content=\"t\">\u6388\u8bfe\u65b9\u5f0f<\/span><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 18pt !important;\"><\/span><\/p>\n<section   >\n<p><span style=\"color: rgb(123, 12, 0);\"><span style=\"font-size: 14px;\"><strong mpa-from-tpl=\"t\">\u4e0e\u5b9e\u9a8c\u697c\u5408\u4f5c<\/strong><strong mpa-from-tpl=\"t\"><\/strong><\/span><strong mpa-from-tpl=\"t\"><\/strong><strong mpa-from-tpl=\"t\"><\/strong><br  \/><\/span><\/p>\n<\/section>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u672c\u671f\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u8bfe\u7a0b\uff0c\u96c6\u667a AI \u5b66\u56ed\u5c06\u4e0e<strong>\u5b9e\u9a8c\u697c<\/strong>\u5408\u4f5c\uff0c\u5e2e\u52a9\u5b66\u5458\u5feb\u901f\u719f\u6089 PyTorch \u73af\u5883\u53ca\u5176\u5b89\u88c5\u8c03\u8bd5\u3002\u5b9e\u9a8c\u697c\u662f\u56fd\u5185\u9886\u5148\u7684IT\u6280\u672f\u5b9e\u8bad\u5e73\u53f0\uff0c\u91c7\u7528\u521b\u65b0\u7684\u201c\u5728\u7ebf\u5b9e\u9a8c\u201d\u5b66\u4e60\u6a21\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u6a21\u62df\u64cd\u4f5c\u3002<\/span><\/p>\n<section class=\"mpa-template\"   ><\/section>\n<p style=\"display: block;margin-bottom: 10px;line-height: 1.75em;margin-top: 20px;\"><span style=\"font-size: 14px;color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\">\u5c0f\u7ec4\u5b66\u4e60<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u672c\u671f\u8bfe\u7a0b\u4f1a\u8bbe\u7f6e\u82e5\u5e72\u4e2a\u5b66\u4e60\u5c0f\u7ec4\uff0c\u5c06<strong>\u6b63\u5f0f\u5b66\u5458\u5206\u5230\u4e0d\u540c\u7684\u5b66\u4e60\u5c0f\u7ec4\uff0c<\/strong>\u5408\u4f5c\u5b66\u4e60\u3002<strong>\u6bcf\u4e2a\u5c0f\u7ec4\u4f1a\u6709\u4e00\u4f4d\u52a9\u6559\u9a7b\u573a\uff0c<\/strong>\u4e3a\u5b66\u5458\u89e3\u51b3\u4e00\u4e9b\u6280\u672f\u95ee\u9898\u3002\u8bb8\u591a\u6280\u672f\u95ee\u9898\u5e76\u4e0d\u662f\u96be\u9898\uff0c\u5361\u5728\u90a3\u91cc\u4e5f\u8bb8\u53ea\u662f\u7f3a\u5c11\u4e00\u4e2a\u6307\u70b9\u8ff7\u6d25\u7684\u4eba\u3002<\/span><\/p>\n<p style=\"display: block;margin-bottom: 10px;line-height: 1.75em;margin-top: 20px;\"><span style=\"font-size: 14px;color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\">\u52a9\u6559\u6307\u5bfc<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u672c\u671f\u8bfe\u7a0b\uff0c\u6211\u4eec<strong>\u7ec4\u7ec7\u4e86\u52a9\u6559\u56e2\u961f\u4e3a\u5b66\u5458\u63d0\u4f9b\u5e2e\u52a9\u3002<\/strong>\u4ed6\u4eec\u4e2d\uff0c\u6709\u5728\u6570\u636e\u9886\u57df\u8015\u8018\u591a\u5e74\uff0c\u654f\u9510\u6355\u6349\u5230\u6df1\u5ea6\u5b66\u4e60\u6d6a\u6f6e\u7684\u9752\u5e74\u5b66\u8005\uff0c\u6709\u521a\u521a\u4ece\u4f20\u7edf\u884c\u4e1a\u79bb\u5f00\uff0c\u6210\u529f\u8f6c\u578b\u8fdb\u5165\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff0c\u6709\u4e13\u95e8\u56e0\u4e3a\u6280\u672f\u5174\u8da3\uff0c\u800c\u613f\u610f\u5728\u6df1\u5165\u63a2\u7d22 AI \u6280\u672f\u7684\u5e74\u8f7b\u5b66\u751f\uff0c\u76f8\u4fe1\u5728\u4ee5\u540e\u7684\u4ea4\u6d41\u4e2d\uff0c\u4f60\u80fd\u4ece\u4ed6\u4eec\u8eab\u4e0a\u83b7\u5f97\u6280\u672f\u4e4b\u5916\u7684\u542f\u53d1\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">\u52a9\u6559\u961f\u4f0d\uff1a<\/span><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);border-radius: 100%;background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534231859.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534231856.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgb(236, 137, 33);\">\u674e\u5468\u56ed<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u6e05\u534e\u5927\u5b66\u535a\u58eb\u3001\u8377\u5170 Wageningen \u5927\u5b66 WIMEK \u5b66\u8005\uff0c\u9065\u611f\u6570\u636e\u6316\u6398\u65b9\u5411\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);border-radius: 100%;background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma7-1534231859.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/mmbiz.qpic.cn\/mmbiz_png\/6iajibNtiaBKUwjLlQV9OhW5iaeUfFDXPchazONol6VkMgnaicibogP?\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgba(226, 131, 15, 0.91);\">\u80e1\u80dc<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u4e2d\u56fd\u5730\u8d28\u5927\u5b66\uff08\u6b66\u6c49\uff09\u7855\u58eb\u3001\u653b\u8bfb\u535a\u58eb\uff0c\u7a7a\u95f4\u6570\u636e\u6316\u6398\u548c\u667a\u6167\u4ea4\u901a\u65b9\u5411\uff0c\u719f\u6089 Python \u8bed\u8a00\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);border-radius: 100%;background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534231859.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma9-1534231856-1.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgba(226, 131, 15, 0.91);\">\u82cf\u5c1a\u541b<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff0c\u5c31\u804c\u4e8e\u6587\u56e0\u4e92\u8054\u3002\u66fe\u4efb Udacity \u673a\u5668\u5b66\u4e60\u8bfe\u7a0b\u52a9\u6559\uff0c\u719f\u6089 Python \u8bed\u8a00\uff0c\u5728\u7b80\u4e66\u8457\u6709\u6280\u672f\u4e13\u680f\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);border-radius: 100%;background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534231859.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma0-1534231857.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgba(226, 131, 15, 0.91);\">\u5b59\u9896\u5b9d<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u8377\u5170Wageningen\u5927\u5b66\u9065\u611f\u4e0e\u5730\u7406\u4fe1\u606f\u5b9e\u9a8c\u5ba4\u7814\u7a76\u751f\uff0c\u719f\u6089 R \u8bed\u8a00\u548c Python \u8bed\u8a00\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);border-radius: 100%;background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma2-1534231859.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma8-1534231857.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgba(226, 131, 15, 0.91);\">\u4efb\u4f1f<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u535a\u58eb\uff0c\u6c14\u5019\u7cfb\u7edf\u4e0e\u78b3\u5faa\u73af\u65b9\u5411\uff0c\u6709\u826f\u597d\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u57fa\u7840\uff0c\u719f\u6089\u6570\u636e\u6316\u6398\u4e0e\u7a7a\u95f4\u5206\u6790\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"background-color: rgb(255, 255, 255);\">\n<section class=\"Powered-by-XIUMI V5\" style=\"\" >\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;text-align: center;\">\n<section class=\"\" style=\"border-radius: 0.8em;padding: 10px;background-color: rgb(254, 255, 255);\">\n<section class=\"\" style=\"border-width: 2px;border-style: dotted;border-color: white;padding-right: 10px;padding-left: 10px;width: 100%;height: 100%;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"margin-top: 0.5em;margin-bottom: 0.5em;\">\n<section class=\"\" style=\"width: 7em;height: 7em;display: inline-block;vertical-align: bottom;border-radius: 100%;border-width: 2px;border-style: solid;border-color: rgba(226, 131, 15, 0.91);background-image: url('http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma5-1534231859-1.jpeg');background-size: cover;background-position: 50% 50%;background-repeat: no-repeat;\">\n<section class=\"\" style=\"width: 100%;height: 100%;overflow: hidden;\"><img class=\"\" style=\"width: 100%;height: 100%;opacity: 0;\"    width=\"100%\"  src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma6-1534231857.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\" style=\"padding: 10px;\">\n<section class=\"\" style=\"font-size: 14px;\">\n<p><strong><span style=\"color: rgba(226, 131, 15, 0.91);\">\u5f20\u5e86\u9038<\/span><\/strong><\/p>\n<p style=\"text-align: left;\">\u5b66\u751f\uff0c\u6709\u7f16\u7a0b\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u719f\u6089 Python \u8bed\u8a00\u3002\u5e0c\u671b\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6a21\u62df\u51fa\u7269\u7406\u4e16\u754c\u7684\u6f14\u5316\u3002<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u52a9\u6559\u804c\u8d23<\/span><\/strong><\/span><\/p>\n<p style=\"margin: 5px 2em;line-height: 1.75em;\"><span style=\"color: rgb(43, 43, 43);font-size: 13px;\">1\u3001\u63d0\u4f9b\u6280\u672f\u95ee\u7b54\u652f\u6301\uff1b<\/span><\/p>\n<p style=\"margin: 5px 2em;line-height: 1.75em;\"><span style=\"font-size: 13px;\">2\u3001\u505a\u4e00\u6b21\u7fa4\u65e5\u5fd7\u5206\u4eab\uff0c\u7cfb\u7edf\u6458\u7f16\u7cbe\u9009\u53d1\u8a00\u3001\u4e3a\u96c6\u4f53\u5b66\u4e60\u505a\u9636\u6bb5\u603b\u7ed3\uff1b<\/span><\/p>\n<p style=\"margin: 5px 2em;line-height: 1.75em;\"><span style=\"color: rgb(43, 43, 43);font-size: 13px;\">3\u3001\u914d\u5408\u8bb2\u5e08\u6559\u5b66\u7ec4\u7ec7\uff1b<\/span><\/p>\n<p style=\"margin: 5px 2em;line-height: 1.75em;\"><span style=\"color: rgb(43, 43, 43);font-size: 13px;\">4\u3001\u6bcf\u4e2a\u52a9\u6559\u5355\u72ec\u8d1f\u8d23\u670d\u52a1\u4e00\u6279\u5b66\u5458\uff0c\u6536\u96c6\u4f5c\u4e1a\u548c\u6279\u6539\u4f5c\u4e1a\uff0c\u5e76\u53d1\u6325\u4e2a\u4eba\u7279\u957f\u3001\u7f16\u7a0b\u7ecf\u9a8c\u4e3a\u5b66\u5458\u63d0\u4f9b\u5b66\u4e60\u5e2e\u52a9\u4e0e\u6280\u672f\u652f\u6301\u3002<\/span><\/p>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 18pt !important;\"><\/span><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">\u5b66\u5458\u5206\u4eab\uff1a<\/span><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">\u5982\u4f55\u5728\u96c6\u667aAI\u5b66\u56ed\u5165\u95e8\u6df1\u5ea6\u5b66\u4e60\uff1f<\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span style=\"color: rgb(236, 137, 33);font-size: 14px;\"><br  \/><\/span><\/p>\n<p><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u5434\u6c76\u948a\uff1a<\/span><\/strong><br  \/><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 13px;\">\uff08\u6e05\u534e\u5927\u5b66\u7814\u7a76\u751f\uff0c\u300a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\uff08\u4e0a\uff09\u300b\u4f18\u79c0\u5b66\u5458\uff09<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u52e4\u52a8\u624b\u5199\u4ee3\u7801\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u8981\u5165\u95e8\u795e\u7ecf\u7f51\u7edc\uff0c\u6700\u57fa\u7840\u3001\u6700\u91cd\u8981\u7684\u662f\u4eb2\u5b50\u52a8\u624b\u642d\u5efa\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u800c\u4e0d\u662f\u7528\u73b0\u6210\u7684\u4ee3\u7801\u3001\u6846\u67b6\uff0c\u800c\u662f\u81ea\u5df1\u53bb\u8ba1\u7b97\u5b83\u7684\u68af\u5ea6\u4e0b\u964d\u3002\u8c03\u6574\u53c2\u6570\u3001\u4f18\u5316\u795e\u7ecf\u7f51\u7edc\uff0c\u90fd\u9700\u8981\u5728\u81ea\u5df1\u5199\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53bb\u7406\u89e3\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u53c2\u4e0e\u7fa4\u7ec4\u4ea4\u6d41\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u8bb8\u591a\u8bfe\u7a0b\u52a9\u6559\u674e\u5468\u56ed\u7ec4\u7ec7\u4e86\u201c\u96c6\u667a-\u6e05\u534e\u201d\u706b\u70ac\u4ea4\u6d41\u7fa4\u3002\u6280\u672f\u95ee\u9898\u5e38\u5e38\u5f15\u8d77\u7fa4\u5185\u7684\u8ba8\u8bba\uff0c\u7b54\u9898\u7684\u6c1b\u56f4\u6bd4\u8f83\u6d3b\u8dc3\u3002\u65b0\u624b\u5165\u95e8\u65f6\uff0c\u82cf\u5c1a\u541b\u540c\u5b66\u5e2e\u5fd9\u8be6\u7ec6\u4ecb\u7ecd\u4e86 github \u7684\u4f7f\u7528\uff0c\u53d7\u76ca\u532a\u6d45\u3002<\/span><\/p>\n<p style=\"margin-bottom: 10px;line-height: 1.75em;margin-top: 20px;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u80e1\u80dc\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u4e0d\u61c2\u5c31\u95ee\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u6211\u5176\u5b9e\u4e0d\u660e\u767d\u7684\u95ee\u9898\u4e5f\u5f88\u591a\uff0c\u7ecf\u5e38\u5728\u7fa4\u91cc\u95ee\u4e00\u4e9b\u4e1c\u897f\u3002\u5927\u5bb6\u5e94\u8be5\u539a\u7740\u8138\u76ae\u95ee\uff0c\u4e0d\u7ba1\u95ee\u9898\u600e\u4e48\u6837\uff0c\u90fd\u5e94\u8be5\u95ee\u51fa\u6765\u3002\u7fa4\u7ec4\u91cc\u6709\u8bb8\u591a\u6709\u7ecf\u9a8c\u7684\u540c\u5b66\u6765\u5e2e\u6211\uff0c\u800c\u4e14\u6211\u7684\u95ee\u9898\u5f88\u591a\u4e5f\u662f\u5176\u4ed6\u540c\u5b66\u7684\u95ee\u9898\uff0c\u63d0\u51fa\u6765\u5c31\u53d1\u73b0\u8fd9\u4e9b\u95ee\u9898\u539f\u7406\u5f88\u6709\u8ba8\u8bba\u7684\u5fc5\u8981\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u4ee3\u7801\u201c\u4e34\u6479\u201d\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u6709\u65f6\u5019\u770b\u5b8c\u4ee3\u7801\uff0c\u4f60\u4f1a\u89c9\u5f97\u81ea\u5df1\u7406\u89e3\u4e86\uff0c\u751a\u81f3\u638c\u63e1\u3002\u4f60\u4ee5\u4e3a\u81ea\u5df1\u4e5f\u80fd\u5199\uff0c\u751a\u81f3\u4e00\u4f1a\u513f\u5c31\u5199\u5b8c\u4e86\u3002\u771f\u6b63\u5199\u7684\u65f6\u5019\uff0c\u4f1a\u82b1\u8d39\u4e00\u4e2a\u5c0f\u65f6\u3001\u4e00\u4e0a\u5348\u751a\u81f3\u4e00\u6574\u5929\u7684\u65f6\u95f4\u3002\u5c06 Jupiternotebook \u4e2d\u7684\u4ee3\u7801\uff0c\u81ea\u5df1\u5728\u7f16\u8bd1\u5668\u4e2d\u5199\u51fa\u6765\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u201c\u80e1\u601d\u4e71\u60f3\u201d\uff0c\u667a\u6167\u201c\u8fc1\u79fb\u201d\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u53ea\u6709\u5927\u5f00\u8111\u6d1e\u3001\u591a\u601d\u8003\u4e00\u4e9b\u770b\u8d77\u6765\u4e0d\u73b0\u5b9e\u7684\u95ee\u9898\uff0c\u8fd9\u6837\u624d\u80fd\u6709\u66f4\u5927\u7684\u521b\u65b0\u3002\u73b0\u6709\u7684\u4e1c\u897f\u4e0d\u4e00\u5b9a\u662f\u6700\u597d\u7684\uff0c\u4f60\u5e94\u5f53\u653e\u98de\u81ea\u5df1\u7684\u60f3\u8c61\u529b\uff0c\u53bb\u601d\u8003\uff0c\u53bb\u8bbe\u8ba1\u3002<\/span><\/p>\n<p style=\"margin-bottom: 10px;line-height: 1.75em;margin-top: 20px;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 14px;\">\u82cf\u5c1a\u541b\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u5148\u5b8c\u6210\u518d\u5b8c\u7f8e\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u5728\u5b8c\u6210\u4e00\u4e2a\u80fd\u901a\u8fc7\u4f5c\u4e1a\u8981\u6c42\u7684 60 \u5206\u5185\u5bb9\u540e\uff0c\u518d\u4e0d\u65ad\u8fed\u4ee3\u4ee5\u903c\u8fd1\u516b\u4e5d\u5341\u5206\u3001\u6216\u8005\u518d\u5c1d\u8bd5\u81ea\u5df1\u7684\u5404\u79cd\u8111\u6d1e\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u4e8b\u5b9e\u8bc1\u660e\u8fd9\u6837\u7684\u505a\u6cd5\u662f\u5bf9\u7684\uff0c\u6bd4\u5982\u6211\u5728 PyTorch \u8bfe\u7a0b\u4e2d\u6709\u4e00\u4e2a\u300cMNIST \u52a0\u6cd5\u673a\u300d\u7684\u4f5c\u4e1a\uff0c\u6700\u5f00\u59cb\u6211\u5192\u51fa\u4e86\u4e24\u4e2a\u8111\u6d1e\uff0c\u4e00\u4e2a\u662f\u76f4\u63a5\u7528\u4f20\u7edf\u7684 CNN \u5b8c\u6210\uff0c\u53e6\u4e00\u4e2a\u5219\u662f\u6709\u5e26\u70b9\u8fc1\u79fb\u5b66\u4e60\u7684\u5473\u9053\uff0c\u4f46\u5f53\u65f6\u6211\u5bf9\u8fc1\u79fb\u5b66\u4e60\u8fd8\u77e5\u4e4b\u751a\u5c11\uff0c\u4e8e\u662f\u6211\u679c\u65ad\u5148\u7528 CNN \u5199\u4e86\u4e00\u4e2a\u7248\u672c\u5b9e\u73b0\u51fa\u6765\uff0c\u7136\u540e\u628a\u8be5\u7248\u672c\u4f18\u5316\u5230 96\uff05 \u7684\u51c6\u786e\u7387\uff0c\u6700\u540e\u624d\u5c1d\u8bd5\u8fc1\u79fb\u5b66\u4e60\u7684\u8111\u6d1e\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u867d\u7136\u5728\u4f5c\u4e1a\u63d0\u4ea4\u622a\u6b62\u65e5\u671f\u524d\u6211\u6700\u7ec8\u6ca1\u80fd\u5199\u51fa\u90a3\u4e2a\u8fc1\u79fb\u5b66\u4e60\u7684\u7248\u672c\uff0c\u4f46\u5e76\u4e0d\u5f71\u54cd\u6211\u5728\u8fd9\u4e2a\u4f5c\u4e1a\u4e0a\u62ff\u4e86\u9ad8\u5206\uff1a\u56e0\u4e3a\u6211\u5df2\u7ecf\u5b8c\u6210\u4e86\u300c\u5ba2\u6237\u300d\uff08\u8001\u5e08\uff09\u5bf9\u4efb\u52a1\u7684\u57fa\u672c\u8981\u6c42\u3002<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong><span style=\"font-size: 14px;\">\u91cd\u89c6\u4ee3\u7801\u6ce8\u91ca\u3002<\/span><\/strong><span style=\"font-size: 14px;\">\u4ee3\u7801\u6ce8\u91ca\u5f88\u91cd\u8981\u3002\u5199\u6ce8\u91ca\u7684\u76ee\u7684\u662f\u5e2e\u52a9\u8bfb\u4ee3\u7801\u7684\u4eba\u7406\u89e3\u4ee3\u7801\u3002\u73b0\u5728\u52c9\u5f3a\u770b\u61c2\u7684\u5730\u65b9\uff0c\u4e00\u5b9a\u8981\u52a0\u4e0a\u6ce8\u91ca\uff0c\u56e0\u4e3a\u8fc7\u4e00\u6bb5\u65f6\u95f4\u5f88\u53ef\u80fd\u5c31\u770b\u4e0d\u61c2\u4e86\u3002<\/span><\/p>\n<p><span class=\"author-5633269\" style=\"border-bottom: 0px solid rgb(166, 154, 202);\"><br  \/><\/span><\/p>\n<section class=\"mpa-template\"   >\n<section style=\"margin-top: 20px;display: -webkit-box;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\" >\n<section  style=\"min-width: 60px;text-align: center;padding: 0 30px 0 30px;border-bottom-width: 100px;border-bottom: 2px solid #e8e6e6;\" >\n<section style=\"display: inline-block;padding: 0px 10px;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\" ><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><span style=\"font-size: 16px;border-color: rgb(123, 12, 0);\" mpa-is-content=\"t\">\u8bfe\u7a0b\u8be6\u60c5<\/span><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: block;margin-bottom: 10px;line-height: 1.75em;margin-top: 20px;\"><span style=\"font-size: 14px;\">\u4e0b\u9762\u662f\u5404\u8282\u7684<\/span><strong style=\"font-size: 14px;\">\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/strong><br  \/><\/p>\n<p style=\"text-align: center;margin-top: 20px;\"><span style=\"font-size: 14px;color: rgb(123, 12, 0);\">No.1<\/span><span style=\"font-size: 14px;color: rgb(236, 137, 33);\"> <\/span><strong><span style=\"font-size: 14px;color: rgb(0, 0, 0);\">\u8bcd\u6c47\u7684\u661f\u7a7a<\/span><\/strong><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);font-size: 14px;\">\u6211\u4eec\u8981\u521b\u9020\u4e00\u4e2a\u5b87\u5b99\uff0c\u5728\u8fd9\u91cc\uff0c\u6bcf\u9897\u661f\u661f\u5c31\u662f\u4e00\u4e2a\u5355\u8bcd\uff0c\u5b83\u4eec\u4e0d\u4ec5\u70c1\u70c1\u53d1\u5149\uff0c\u800c\u4e14\u8fd8\u4f1a\u81ea\u52a8\u5730\u805a\u7c7b\u5f62\u6210\u5bb6\u65cf\u3002\u770b\uff0c\u201c\u5f90\u9759\u857e\u201d\u3001\u201c\u8d75\u8587\u201d\uff0c\u548c\u201c\u51af\u5c0f\u521a\u201d\u62b1\u6210\u4e86\u4e00\u56e2\uff1b\u201c\u7f8e\u5143\u201d\u3001\u201c\u53f0\u5e01\u201d\u3001\u201c\u5362\u6bd4\u201d\u3001\u201c\u6bd4\u7d22\u201d\u805a\u6210\u4e86\u4e00\u5806\uff1b\u201c\u661f\u661f\u201d\u3001\u201c\u6708\u4eae\u201d\u3001\u201c\u592a\u9633\u201d\u8dd1\u5230\u4e86\u4e00\u5757\u513f\u3002\u66f4\u6709\u610f\u601d\u7684\u662f\uff0c\u8fd9\u4e9b\u661f\u661f\u8fd8\u61c2\u5f97\u590d\u6742\u7684\u4eba\u9645\u5173\u7cfb\uff0c\u4f8b\u5982\u5f53\u6211\u4eec\u5728\u201c\u6c6a\u5cf0\u201d\u548c\u201c\u7ae0\u5b50\u6021\u201d\u4e4b\u95f4\u8fde\u4e00\u6761\u7ebf\uff0c\u518d\u5728\u201c\u7aa6\u552f\u201d\u4e0e\u201c\u738b\u83f2\u201d\u4e4b\u95f4\u8fde\u6761\u7ebf\uff0c\u90a3\u4e48\u8fd9\u4e24\u6761\u7ebf\u51e0\u4e4e\u5c31\u662f\u5e73\u884c\u7684\uff0c\u8fd9\u4e2a\u5e73\u884c\u7684\u5411\u91cf\u5c31\u5bf9\u5e94\u4e86\u201c\u7537\u5973\u5173\u7cfb\u201d\u3002\u8fd9\u5c31\u662f Word2Vec \u7684\u795e\u5947\u529b\u91cf\u3002Word2Vec \u662f Google \u5f00\u53d1\u7684\u4e00\u79cd\u5c06\u8bcd\u6c47\u5d4c\u5165\u5230\u5411\u91cf\u7a7a\u95f4\u7684\u6280\u672f\uff0c\u6709\u4e86\u5b83\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u7528\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u5f0f\u6765\u5904\u7406\u5355\u8bcd\uff0c\u751a\u81f3\u5b8c\u6210\u5404\u79cd\u590d\u6742\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e86\u3002<\/span><\/p>\n<p style=\"margin-bottom: 10px;line-height: 1.75em;text-align: center;margin-top: 20px;\"><span style=\"text-align: center;color: rgb(123, 12, 0);font-size: 12pt !important;\">No.2&nbsp;&nbsp;<\/span><span style=\"text-align: center;font-size: 12pt !important;\"><span style=\"font-size: 14px;color: rgb(236, 137, 33);\"><\/span><strong><span style=\"font-size: 14px;\"><\/span><\/strong><\/span><strong style=\"text-align: center;\"><span style=\"font-size: 14px;\">\u673a\u5668\u4e5f\u61c2\u611f\u60c5\uff1f<\/span><\/strong><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);font-size: 14px;\">\u5728\u8fd9\u8282\u8bfe\u4e2d\uff0c\u6211\u4eec\u5c06\u6559\u4f1a\u673a\u5668\u8bfb\u61c2\u611f\u60c5\uff0c\u4e5f\u5c31\u662f\u5728\u4e2d\u6587\u53e5\u5b50\u4e2d\u8bc6\u522b\u51fa\u8d5e\u7f8e\u4e4b\u8bcd\u6216\u8005\u8d2c\u4e49\u4e4b\u8bed\uff0c\u4ece\u800c\u5224\u65ad\u51fa\u6574\u4e2a\u53e5\u5b50\u7684\u60c5\u7eea\u3002\u6211\u4eec\u7684\u529e\u6cd5\u662f\u5229\u7528\u8bcd\u888b\u6a21\u578b\uff08Bag of Words\uff0c\u7b80\u79f0BOW\uff09\u6216\u8005\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08Recurrent Neural Network\uff0c\u7b80\u79f0 RNN\uff09\uff0c\u751a\u81f3\u4e8e LSTM\uff08Long Short Term Memory\uff09\uff0c\u8ba9\u673a\u5668\u5b8c\u6210\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u95ee\u9898\u3002\u672c\u8bfe\u7a0b\u5c06\u8be6\u8ff0\u8bcd\u888b\u6a21\u578b\u548c RNN \u7684\u57fa\u672c\u5de5\u4f5c\u539f\u7406\uff0c\u4ee5\u53ca\u5982\u4f55\u7528 PyTorch \u5b9e\u73b0\u5b83\u3002\u540c\u65f6\uff0c\u6211\u4eec\u8fd8\u5c06\u5c55\u793a\u5982\u4f55\u4ece\u7f51\u7ad9\u722c\u53d6\u6570\u636e\uff0c\u4ee5\u53ca\u5982\u4f55\u89e3\u5256\u5206\u6790\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u3002<\/span><\/p>\n<p style=\"margin-bottom: 10px;line-height: 1.75em;text-align: center;margin-top: 20px;\"><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">No.3&nbsp;<\/span><span style=\"color: rgb(236, 137, 33);font-size: 14px;text-align: center;\">&nbsp;<\/span><\/inherit><inherit><strong style=\"text-align: center;\"><span style=\"font-size: 14px;\">\u795e\u7ecf\u7f51\u7edc\u83ab\u624e\u7279<\/span><\/strong><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><inherit><span style=\"font-size: 14px;\">\u5728\u8fd9\u8282\u8bfe\u4e2d\uff0c\u6211\u4eec\u5c06\u521b\u9020\u4e00\u4e2a\u201c\u795e\u7ecf\u7f51\u7edc\u83ab\u624e\u7279\u201d\uff0c\u4e00\u4e2a\u5229\u7528\u957f\u77ed\u65f6\u8bb0\u5fc6\u7f51\u7edc\uff08Long Short Term Memory\uff0c\u7b80\u79f0 LSTM\uff09\u8fdb\u884c\u97f3\u7b26\u751f\u6210\u7684\u795e\u7ecf\u7f51\u7edc\u3002\u5728\u52a8\u624b\u6784\u9020\u8fd9\u4e2a LSTM \u4e4b\u524d\uff0c\u6211\u4eec\u9996\u5148\u9700\u8981\u6df1\u5165\u5730\u7406\u89e3 LSTM \u7684\u5de5\u4f5c\u539f\u7406\u3002\u901a\u8fc7\u8ba9\u5b83\u8bc6\u522b\u4e00\u79cd\u6700\u7b80\u5355\u7684\u8bed\u6cd5\uff1a\u201c\u4e0a\u4e0b\u6587\u65e0\u5173\u8bed\u6cd5\u201d\uff08Context Free Grammar\uff09\uff0c\u6211\u4eec\u4f1a\u6df1\u523b\u7406\u89e3 RNN \u548c LSTM \u7684\u5de5\u4f5c\u65b9\u5f0f\u4ee5\u53ca\u5b83\u4eec\u4e4b\u95f4\u7684\u5f02\u540c\u3002\u4e4b\u540e\uff0c\u6211\u4eec\u5c06\u8bb2\u89e3\u5982\u4f55\u7528 Python \u8bfb\u53d6 MIDI \u6587\u4ef6\uff0c\u4ece\u800c\u6784\u9020 LSTM \u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002\u53e6\u5916\uff0c\u5728\u672c\u8282\u8bfe\u4e2d\uff0c\u6211\u4eec\u8fd8\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 GPU \u6765\u8fdb\u884c\u5f20\u91cf\u8fd0\u7b97\uff0c\u4ee5\u53ca\u4e00\u4e2a\u8d85\u7ea7\u597d\u7528\u7684\u4e91\u670d\u52a1\u5e73\u53f0 Floyd\u3002\u6700\u7ec8\uff0c\u6211\u4eec\u5c06\u6253\u9020\u4e00\u4e2a\u4f1a\u81ea\u5df1\u8c31\u66f2\u7684\u4eba\u5de5\u667a\u80fd\u5c0f\u7a0b\u5e8f\u3002\u4f5c\u4e3a\u672c\u8bfe\u7a0b\u7684\u9644\u5c5e\u89c6\u9891\uff0c\u6211\u4eec\u8be6\u7ec6\u8bb2\u8ff0\u4e86\u5e94\u7528\u4e8e LSTM \u7684\u53cd\u5411\u4f20\u64ad\u539f\u7406\u3002<\/span><\/inherit><\/p>\n<p style=\"margin-bottom: 10px;line-height: 1.75em;text-align: center;margin-top: 20px;\"><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">No.4<\/span><span style=\"color: rgb(236, 137, 33);font-size: 14px;text-align: center;\">&nbsp;&nbsp;<\/span><\/inherit><inherit><inherit><strong style=\"text-align: center;\"><span style=\"font-size: 14px;\">\u5f69\u4e91\u5c0f\u8bd1<\/span><\/strong><\/inherit><\/inherit><inherit><\/inherit><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><inherit><span style=\"font-size: 14px;\">\u5f69\u4e91\u5c0f\u8bd1\u662f\u7531\u5f69\u4e91 AI \u516c\u53f8\u5f00\u53d1\u7684\u4e00\u6b3e\u8d85\u7ea7\u597d\u7528\u7684 APP\uff0c\u5b83\u53ef\u4ee5\u5b8c\u6210\u5373\u65f6\u7684\u4e2d\u82f1\u7ffb\u8bd1\u3002\u672c\u8282\u8bfe\u5c06\u8be6\u7ec6\u8bb2\u8ff0\u673a\u5668\u7ffb\u8bd1\u7684\u539f\u7406\uff0c\u5e76\u63ed\u793a\u5f69\u4e91\u5c0f\u8bd1\u8fd9\u6b3e\u795e\u5668\u80cc\u540e\u7684\u6545\u4e8b\u3002\u5728\u672c\u8282\u8bfe\u4e2d\uff0c\u4f60\u5c06\u5b66\u4f1a\u4ec0\u4e48\u662f\u7f16\u7801\u5668\uff0d\u89e3\u7801\u5668\u6846\u67b6\uff0c\u4ec0\u4e48\u662f\u6ce8\u610f\u529b\u673a\u5236\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528 PyTorch \u5b9e\u73b0\u5b83\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u8bfe\u7a0b\u8fd8\u8be6\u7ec6\u5730\u4ecb\u7ecd\u4e86\u673a\u5668\u7ffb\u8bd1\u7684\u6700\u65b0\u8fdb\u5c55\u3002<\/span><\/inherit><\/p>\n<p style=\"display: block;margin-bottom: 10px;line-height: 1.75em;text-align: center;margin-top: 20px;\"><inherit><inherit><\/inherit><\/inherit><inherit><inherit><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">No<\/span><\/inherit><\/inherit><\/inherit><inherit><inherit><inherit><inherit><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">.5<\/span><\/inherit><\/inherit><\/inherit><\/inherit><\/inherit><inherit><inherit><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">&nbsp;<\/span><\/inherit><\/inherit><\/inherit><inherit><inherit><strong style=\"text-align: center;\"><span style=\"font-size: 14px;\"><span style=\"color: rgb(236, 137, 33);font-size: 14px;text-align: center;\">&nbsp;<\/span>\u6e38\u620f\u9ad8\u624b<\/span><\/strong><\/inherit><\/inherit><\/p>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u8bbe\u60f3\u8fd9\u6837\u4e00\u4e2a AI \u7a0b\u5e8f\uff0c\u53ea\u8981\u7ed9\u5b83\u8db3\u591f\u7684\u65f6\u95f4\uff0c\u5b83\u5c31\u53ef\u4ee5\u5b8c\u6210\u4efb\u4f55\u4efb\u52a1\uff0c\u65e0\u8bba\u662f\u4f5c\u66f2\u3001\u4e0b\u68cb\uff0c\u6253\u6e38\u620f\uff0c\u8fd8\u662f\u8ddf\u4f60\u8c08\u60c5\u8bf4\u7231\u2014\u2014\u8fd9\u5c31\u662f\u901a\u7528 AI\uff0c\u4e00\u4e2a\u8ba9\u65e0\u6570\u79d1\u5b66\u5bb6\u4eec\u9189\u751f\u68a6\u6b7b\u7684\u7ec8\u6781\u68a6\u60f3\u3002\u672c\u8bfe\u7a0b\u5c31\u6559\u4f1a\u4f60\u642d\u5efa\u8fd9\u6837\u4e00\u4e2a\u521d\u6b65\u901a\u7528\u7684 AI \u7a0b\u5e8f\uff0c\u4e00\u4e2a\u53ef\u4ee5\u73a9\u5404\u79cd\u6e38\u620f\u7684\u901a\u7528\u5b66\u4e60\u5668\uff1a\u201c\u6e38\u620f\u9ad8\u624b\u201d\u3002\u9996\u5148\uff0c\u8bfe\u7a0b\u4ecb\u7ecd\u4f1a\u5f3a\u5316\u5b66\u4e60\uff08Reinforcement\uff09\u7684\u57fa\u672c\u6982\u5ff5\u4ee5\u53ca\u5173\u952e\u7b97\u6cd5\uff1b\u5176\u6b21\uff0c\u6211\u4eec\u4f1a\u4ecb\u7ecd Google \u57282015\u5e74\u53d1\u8868\u7684\u6210\u679c DQN \u7f51\u7edc\uff1a\u4e00\u4e2a\u6df1\u5ea6\u5377\u79ef\u7f51\u7edc\u4e0e\u5f3a\u5316\u5b66\u4e60\u7684\u7ed3\u5408\u7269\uff1b\u4e4b\u540e\uff0c\u6211\u4eec\u8fd8\u5c06\u4ecb\u7ecd\u57fa\u4e8e Python \u7684\u6e38\u620f\u5e73\u53f0 PyGame\uff0c\u4ee5\u53ca\u5982\u4f55\u7528 PyTorch \u5b9e\u73b0\u8fd9\u6837\u4e00\u4e2a DQN \u7f51\u7edc\uff0c\u4ece\u800c\u8ba9\u673a\u5668\u81ea\u5df1\u5b66\u4e60\u73a9 Flappy Bird \u6e38\u620f\u3002<\/span><\/p>\n<p style=\"display: block;margin-bottom: 10px;line-height: 1.75em;text-align: center;margin-top: 20px;\"><inherit><inherit><\/inherit><\/inherit><inherit><inherit><inherit><span style=\"font-size: 14px;text-align: center;color: rgb(123, 12, 0);\">\u6700\u540e\u4e00\u8282\uff1a<\/span><\/inherit><\/inherit><\/inherit><inherit><inherit><strong style=\"text-align: center;\"><span style=\"font-size: 14px;\">\u795e\u79d8\u7684 Swarmer \u821e\u53f0<\/span><\/strong><\/inherit><\/inherit><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);font-size: 14px;\">\u672c\u8bfe\u7a0b\u8bbe\u7f6e\u4e86\u4e00\u4e2a\u5b66\u5458\u5c55\u793a\u73af\u8282\uff0c\u6211\u4eec\u5c06\u6839\u636e\u540c\u5b66\u4eec\u5386\u6b21\u63d0\u4ea4\u7684\u4f5c\u4e1a\u60c5\u51b5\uff0c\u7504\u9009\u51fa\u4e09\u540d\u5de6\u53f3\u5b66\u751f\uff0c\u5c55\u793a\u4ed6\u4eec\u7684\u4f5c\u4e1a\u5b8c\u6210\u60c5\u51b5\uff0c\u5206\u4eab\u4ed6\u4eec\u5728\u505a\u4f5c\u4e1a\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u95ee\u9898\u4ee5\u53ca\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u4e94\u540d\u5b66\u5458\u5c06\u4f1a\u4f5c\u4e3a\u201cSwarmer\u201d\u7684\u5019\u9009\u3002<\/span><\/p>\n<section class=\"mpa-template\"   >\n<section class=\"\"   style=\"font-size: 16px;border-width: 0px;border-style: none;border-color: initial;box-sizing: border-box;\">\n<section style=\"margin-top: 5px;padding: 10px;max-width: 100%;border-style: none none none solid;border-color: rgb(195, 206, 189);line-height: 25px;color: rgb(153, 153, 153);box-shadow: rgb(153, 153, 153) 1px 1px 2px 0px;border-left-width: 10px;background-color: rgb(243, 243, 243);box-sizing: border-box;\">\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\"><span style=\"color: rgb(123, 12, 0);\">Swarmer\u5956\u52b1\u653f\u7b56<\/span><\/p>\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\">\u6211\u4eec\u5c06\u6839\u636e\u5b66\u5458\u5b8c\u6210\u4f5c\u4e1a\u7684\u60c5\u51b5\u5bf9\u4f18\u79c0\u5b66\u5458\u8fdb\u884c\u5956\u52b1\u548c\u9009\u62d4\uff0c\u6211\u4eec\u5c06\u6311\u9009\u51fa5\u540d\u4f18\u79c0\u5b66\u5458\u4f5c\u4e3a\u672c\u5e74\u5ea6Swarmer\uff0c\u53ef\u4ee5\u4eab\u53d7\uff1a<\/p>\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\">1\u3001\u5168\u989d\u9000\u8d39\uff1a\u9000\u8fd8\u5168\u90e8\u8bfe\u7a0b\u8d39\u7528\uff1b&nbsp;<\/p>\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\">2\u3001\u514d\u8d39\u63a8\u8350\u5230\u96c6\u667aAI\u5b66\u56ed\u7684\u5408\u4f5c\u5355\u4f4d\uff1b&nbsp;<\/p>\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\">3\u3001\u4e3a\u671f\u534a\u5e74\u7684 VIP \u6743\u9650\uff1b<\/p>\n<p class=\"\"  style=\"max-width: 100%;min-height: 1em;font-size: 14px;font-weight:bold;\" mpa-is-content=\"t\">4\u3001\u53d7\u9080\u53c2\u52a0<span style=\"color: rgb(0, 0, 0);\"><strong>\u96c6\u667a\u4ff1\u4e50\u90e8\uff08Swarma Club\uff09\u5e74\u5ea6 Party\u3002<\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"display: block;margin-top: 10px;line-height: 1.75em;text-align: center;margin-bottom: 5px;\">\n<div class=\"bp-video\">\n<div class=\"player\">\n                    <iframe class=\"bp-iframe\" width=\"100%\" src=\"https:\/\/v.qq.com\/iframe\/preview.html?vid=c0369hvu398&amp;&amp;&amp;auto=0\" frameborder=\"0\" allowfullscreen=\"true\"><\/iframe>\n                <\/div>\n<\/div>\n<p><span style=\"color: rgb(13, 0, 21);font-size: 14px;font-weight: 700;\"><\/span><br  \/><\/p>\n<p style=\"text-align: center;\"><span style=\"color: rgb(136, 136, 136);\"><strong><span style=\"font-size: 12px;\">2016\u5e74\u96c6\u667a\u5b66\u672f\u5723\u8bdeparty<\/span><\/strong><\/span><\/p>\n<p style=\"display: block;margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);font-size: 12pt !important;\"><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;color: rgb(123, 12, 0);\"><strong>\u8bfe\u7a0b\u4ef7\u683c<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u8bfe\u7a0b\u4ef7\u683c\uff1a<span style=\"text-decoration: line-through;\">499\u5143<\/span><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u9650\u65f6\u65e9\u9e1f\u4ef7\uff1a<strong>399\u5143\u3010\u53ef\u5f00\u53d1\u7968\u3011<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u65e9\u9e1f\u4ef7\u523010\u670824\u65e5\u622a\u6b62\uff0c<strong><span style=\"color: rgb(13, 0, 21);\">\u4e4b\u540e\u6062\u590d499\u539f\u4ef7<\/span><\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);font-size: 14px;\">\u65e0\u8bba\u4f60\u5df2\u7ecf\u5728\u300a\u706b\u70ac\uff08\u4e0a\uff09\u300b\u4e2d\u521d\u6b65\u9886\u7565\u8fc7\u6df1\u5ea6\u5b66\u4e60\u7684\u5947\u5999\uff0c\u6216\u8005\u4ec5\u4ec5\u56f4\u89c2\u4e86\u5728\u96c6\u667a\u793e\u7fa4\u4e2d\u7684\u516c\u5f00\u76f4\u64ad\u8bfe\u548c\u5b66\u5458\u5206\u4eab\uff0c\u8fd8\u662f\u59cb\u7ec8\u5f98\u5f8a\u4e8e\u6df1\u5ea6\u5b66\u4e60\u4e16\u754c\u4e4b\u5916\u3001\u60f3\u8fdb\u800c\u65e0\u95e8\uff0c\u90fd\u6b22\u8fce\u4f60\u52a0\u5165\u961f\u4f0d\uff0c<strong>\u4e0e\u540c\u5b66\u4eec\u4e00\u8d77\u4e3e\u8d77\u706b\u70ac\uff0c\u5411 AI \u4e16\u754c\u66f4\u6df1\u5904\u63a2\u7d22\u3002<\/strong><\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(13, 0, 21);font-size: 14px;\">\u8bf7\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8fdb\u5165\u8d2d\u4e70\u94fe\u63a5<\/span><\/p>\n<p style=\"white-space: normal;text-align: center;\"><img     class=\"\"   src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534231857.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);border-bottom: 0px solid rgb(65, 70, 75);font-size: 14px;\">\u6216\u70b9\u51fb\u6587\u672b\u201c\u9605\u8bfb\u539f\u6587\u201d\u4e86\u89e3\u8be6\u60c5<\/span><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(13, 0, 21);border-bottom: 0px solid rgb(65, 70, 75);font-size: 14px;\"><\/span><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"body\" style=\"white-space: normal;font-size: 14px;letter-spacing: 0.5px;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75;\">\n<p style=\"text-align: center;\"><span style=\"color: rgb(123, 12, 0);\"><strong><span style=\"font-size: 16px;\">\u63a8\u8350\u9605\u8bfb\uff1a<\/span><\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<\/section>\n<\/section>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486382&amp;idx=2&amp;sn=f0e4304b04c9d53803045fbeb9f4a439&amp;chksm=e8945123dfe3d83518084e2c95cd4d3e7b19f0bb311f1ab4ae427de0b72b2a489bd0abd62e37&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;\"><strong>\u91cd\u78c5\u7cfb\u5217\u8bfe\uff1a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\uff08\u4e0b\uff09<\/strong><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><strong style=\"text-decoration: underline;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486366&amp;idx=1&amp;sn=fa6e94f76d3965b30b3d19456ad8fad2&amp;chksm=e8945113dfe3d80520fa744392cf3ee551154b563323cd51ca6e63b4fff3c71b754a0f00c87a&amp;scene=21#wechat_redirect\" target=\"_blank\">\u767e\u8bcd\u65a9\u7684\u590d\u6742\u6027\u601d\u7ef4 | \u5f20\u6c5f<\/a><\/strong><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><span style=\"text-decoration: underline;\"><strong><strong><span style=\"font-size: 13px;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486217&amp;idx=1&amp;sn=51c1eee6866e3201d951f83226ca1e02&amp;chksm=e8945184dfe3d892826683ff5e96ff1befd4f4b6c208b62a37f7d305dd29343c61eadd853a5c&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"font-size: 14px;\">\u5f15\u529b\u3001\u91cf\u5b50\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u6df1\u5ea6\u5bf9\u8bdd | \u5c24\u4ea6\u5e84<\/a><\/span><\/strong><\/strong><\/span><br  \/><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486183&amp;idx=1&amp;sn=89ec87a2b3317ba8bb2e32c2c14edc13&amp;chksm=e894506adfe3d97c8ff8b85c7a98c4f32d9235f2e62a7d2d5a31cb69993b24943ad21a0390de&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;\"><strong>\u4e3a\u4eba\u7c7b\u7f16\u7a0b<\/strong><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><strong style=\"text-decoration: underline;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486209&amp;idx=1&amp;sn=56103336c57f9eb10ad2f772a51d5502&amp;chksm=e894518cdfe3d89a1187c992b6c56404dbb1e15f7eb3555dd1a252f427cd988a1938f4184c8f&amp;scene=21#wechat_redirect\" target=\"_blank\">\u91cf\u5b50\u8ba1\u7b97\u65f6\u4ee3\u7684\u673a\u5668\u5b66\u4e60<\/a><\/strong><br  \/><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><span style=\"text-decoration: underline;\"><strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486209&amp;idx=2&amp;sn=aeec72e87090961d23bab28def287b94&amp;chksm=e894518cdfe3d89aeeb902dd8951d00bec3469aba5acfba44f1214a084d93a5e84a5d187198b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u7528\u6df1\u5ea6\u5b66\u4e60\u89e3\u8bfb\u91cf\u5b50\u5b87\u5b99\u5965\u79d8<\/a><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247485943&amp;idx=1&amp;sn=0d3669e104f21ac7116a32f597519f5b&amp;chksm=e894537adfe3da6c03ef63babab5f21ea10a67edf1f402c0782d8ba085352c43189448a9106b&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;\"><strong>\u4eba\u5de5\u667a\u80fd\u793e\u4f1a\u5b66\uff0d\u672a\u6765\u7684\u65b0\u5174\u5b66\u79d1\uff1f<\/strong><\/a><br  \/><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486108&amp;idx=1&amp;sn=f3eab6e1dfa67ced65b1501a312f0e6b&amp;chksm=e8945011dfe3d907d690ebfd0cb446e32671e9c22f8c44b57c6f1c7f36fce07c1e6e90a11c37&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-decoration: underline;\"><strong>\u8bed\u8a00\u4e2d\u9690\u85cf\u7684\u51e0\u4f55 | \u5f20\u6c5f<\/strong><\/a><strong style=\"text-decoration: underline;font-size: 13px;\"><\/strong><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><span style=\"text-decoration: underline;\"><strong><span style=\"color: rgb(123, 12, 0);\"><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247484332&amp;idx=1&amp;sn=59e00ee5ac19bc4bb8c1acb16508a350&amp;chksm=e8945921dfe3d03743b5483f257b0ee5c3b8573761774e6764b53ff2b6c1f2ab93746b34a42b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u7edf\u4e00\u4e4b\u8def\uff1a\u91cf\u5b50\u7ea0\u7f20\u3001\u65f6\u7a7a\u51e0\u4f55\u4e0e\u673a\u5668\u5b66\u4e60<\/a><\/span><\/strong><\/span><\/p>\n<p style=\"margin: 10px 0.5em;white-space: normal;font-size: 14px;letter-spacing: 0.5px;line-height: 2em;text-align: center;\"><span style=\"text-decoration: underline;\"><strong><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247486065&amp;idx=1&amp;sn=cdd5ffb1f5b43c81dfa92ba0d9d315e2&amp;chksm=e89450fcdfe3d9ea697342dcd6c87e840a33bd7bad06a16bfa93008e196945659f232ded7a24&amp;scene=21#wechat_redirect\" target=\"_blank\">\u673a\u5668\u5b66\u4e60\u3001\u7406\u8bba\u7269\u7406\u3001\u8ba1\u7b97\u793e\u4f1a\u5b66\u7684\u78b0\u649e&nbsp;<\/a><\/strong><\/span><\/p>\n<section  class=\"mpa-template\" mpa-paragraph-type=\"ignored\" style=\"white-space: normal;\">\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 16px;color: rgb(62, 62, 62);line-height: 25.6px;widows: 1;text-align: center;background-color: rgb(255, 255, 255);\"><br  \/><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 16px;color: rgb(62, 62, 62);line-height: 25.6px;widows: 1;letter-spacing: 0.5px;background-color: rgb(255, 255, 255);\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center;outline: none;\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none;\">\n<section   style=\"outline: none;\">\n<section  style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px;outline: none;\">\n<section  style=\"line-height: 25.6px;border-color: rgb(123, 12, 0);\">\n<hr  \/>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667aQQ\u7fa4\uff5c292641157<br  \/>\u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org<br  \/>\u6295\u7a3f\u8f6c\u8f7d\uff5cwangting@swarma.org<\/span><\/strong><br  \/><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;outline: none;\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;line-height: 1.75em;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" style=\"line-height: 28px;white-space: normal;color: rgb(61, 170, 214);font-size: 20px;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;overflow-wrap: break-word !important;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;overflow-wrap: break-word !important;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 14px;color: rgb(71, 193, 168);line-height: 20px;overflow-wrap: break-word !important;\">\n<p style=\"margin: 5px auto;padding: 10px;width: 180px;border-width: 2px;border-style: dashed;border-color: rgb(132, 132, 132);line-height: normal;overflow-wrap: break-word !important;\"><img class=\"\"      width=\"auto\" style=\"overflow-wrap: break-word !important;visibility: visible !important;width: auto !important;\" src=\"http:\/\/swarma.org\/wp-content\/uploads\/2018\/08\/swarma4-1534231857-1.jpeg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         \u96c6\u667a\u4ff1\u4e50\u90e8                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>PyTorch Torch\uff0c\u4e2d\u6587\u610f\u4e3a\u201c\u706b\u70ac\u201d\uff0c\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u7684\u5f00\u6e90\u6846\u67b6\u3002PyTorch\uff0c\u662f\u5f00\u6e90\u6846\u67b6 Torch \u57fa\u4e8e Python \u7684\u7248\u672c\uff0c\u64cd\u4f5c\u7b80\u6d01\uff0c\u529f\u80fd\u5f3a\u5927\u3002\u96c6\u667aAI\u5b66\u56ed\u63a8\u51fa\u300a\u706b\u70ac\u4e0a\u7684\u6df1\u5ea6\u5b66\u4e60\u300b\uff08Deeplearning in PyTorch\uff09\u4e0a\u4e0b\u4e24\u671f\u8bfe\u7a0b\uff0c\u4e3a\u4f60\u7cfb\u7edf\u89e3\u6790\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u52a9\u529b\u4f60\u7684AI\u6280&#8230;<\/p>\n","protected":false},"author":1,"featured_media":3859,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3858"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3858"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3858\/revisions"}],"predecessor-version":[{"id":3878,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3858\/revisions\/3878"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/3859"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3858"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=3858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}