{"id":196763,"date":"2020-07-26T09:00:07","date_gmt":"2020-07-26T01:00:07","guid":{"rendered":"https:\/\/lrxjmw.cn\/?p=196763"},"modified":"2020-07-25T23:29:51","modified_gmt":"2020-07-25T15:29:51","slug":"data-mining-tools","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/data-mining-tools.html","title":{"rendered":"\u63a8\u83508\u4e2a\u7528\u4e8e\u6570\u636e\u6316\u6398\u7684\u4f18\u79c0\u5f00\u6e90\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>\u5f88\u591a\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u90fd\u6709\u5176\u719f\u6089\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\uff0c\u4f46\u5e02\u573a\u4e0a\u4e5f\u4e0d\u4e4f\u8bb8\u591a\u5f00\u6e90\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728\u673a\u5668\u5b66\u4e60\u7684\u6d41\u7a0b\u4e2d\u6570\u636e\u6316\u6398\u662f\u91cd\u8981\u7684\u4e00\u73af\u3002\u6570\u636e\u6316\u6398\u662f\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u9690\u85cf\u7684\u6216\u672a\u77e5\uff0c\u4f46\u53ef\u80fd\u6709\u7528\u4fe1\u606f\u7684\u8fc7\u7a0b\u3002\u8fd9\u4e9b\u6570\u636e\u6700\u7ec8\u4f1a\u88ab\u52a0\u4e0a\u6807\u7b7e\uff0c\u7528\u4e8e\u6a21\u578b\u7684\u8bad\u7ec3\u3002\u5f88\u591a\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u90fd\u6709\u5176\u719f\u6089\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\uff0c\u4f46\u5e02\u573a\u4e0a\u4e5f\u4e0d\u4e4f\u8bb8\u591a\u5f00\u6e90\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\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>Apache Mahout<\/strong><\/div>\n<p>Apache Mahout\u662f\u6d41\u884c\u7684\u5206\u5e03\u5f0f\u7ebf\u6027\u4ee3\u6570\u6846\u67b6\u3002\u8be5\u6846\u67b6\u662f\u5177\u6709\u6570\u5b66\u8868\u8fbe\u80fd\u529b\u7684Scala DSL\uff0c\u80fd\u591f\u8ba9\u7edf\u8ba1\u5b66\u5bb6\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u4ee5\u66f4\u5feb\u7684\u65b9\u5f0f\u5b9e\u73b0\u5176\u7b97\u6cd5\u3002\u5b83\u6784\u5efa\u4e86\u4e00\u4e2a\u7528\u4e8e\u5feb\u901f\u521b\u5efa\u53ef\u6269\u5c55\u4e14\u6027\u80fd\u9a71\u52a8\u7684\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u7684\u73af\u5883\u3002<\/p>\n<p>Apache Mahout\u6709\u8bf8\u591a\u4f18\u52bf\uff0c\u6bd4\u5982\u5b83\u5141\u8bb8\u5e94\u7528\u7a0b\u5e8f\u4ee5\u66f4\u5feb\u7684\u65b9\u5f0f\u5206\u6790\u5927\u578b\u6570\u636e\u96c6;\u652f\u6301\u6570\u5b66\u8868\u8fbe\u5f0fScala DSL;\u652f\u6301\u591a\u4e2a\u5206\u5e03\u5f0f\u540e\u7aef\uff0c\u5305\u62ecApache Spark;\u9002\u7528\u4e8eCPU\/GPU\/CUDA\u52a0\u901f\u7684\u6a21\u5757\u5316\u672c\u673a\u6c42\u89e3\u5668\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196765 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-6.jpeg\" alt=\"\" width=\"640\" height=\"268\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-6.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-6-300x126.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/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>DataMelt<\/strong><\/div>\n<p>DataMelt\u6216DMelt\u662f\u7528\u4e8e\u6570\u503c\u8ba1\u7b97\uff0c\u6570\u5b66\u3001\u7edf\u8ba1\u3001\u7b26\u53f7\u8ba1\u7b97\uff0c\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002\u8be5\u5e73\u53f0\u662fPython\uff0cRuby\uff0cGroovy\u7b49\u5404\u79cd\u811a\u672c\u8bed\u8a00\u7684\u7ec4\u5408\uff0c\u4ee5\u53ca\u5176\u4ed6Java\u8f6f\u4ef6\u5305\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196766 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-7.jpeg\" alt=\"\" width=\"640\" height=\"454\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-7.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-7-300x213.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>DMelt\u662f\u4e00\u4e2a\u8ba1\u7b97\u5e73\u53f0\uff0c\u53ef\u4ee5\u5728\u5404\u79cd\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u4e0e\u4e0d\u540c\u7684\u7f16\u7a0b\u8bed\u8a00\u4e00\u8d77\u4f7f\u7528;DataMelt\u53ef\u4ee5\u4e0eJava\u5e73\u53f0\u7684\u51e0\u79cd\u811a\u672c\u8bed\u8a00\u4e00\u8d77\u4f7f\u7528\uff0c\u4f8b\u5982Jython(Python\u7f16\u7a0b\u8bed\u8a00)\uff0cGroovy\uff0cJRuby(Ruby\u7f16\u7a0b\u8bed\u8a00)\u548cBeanShell;\u5b83\u53ef\u521b\u5efa\u9ad8\u8d28\u91cf\u7684\u77e2\u91cf\u56fe\u5f62\u56fe\u50cf(SVG\uff0cEPS\uff0cPDF\u7b49)\uff0c\u8fd9\u4e9b\u56fe\u50cf\u53ef\u4ee5\u5305\u542b\u5728LaTeX\u548c\u5176\u4ed6\u6587\u672c\u5904\u7406\u7cfb\u7edf\u4e2d\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>ELKI<\/strong><\/div>\n<p>\u7531Index-Structures\u6216ELKI\u652f\u6301\u7684\u5f00\u53d1KDD\u5e94\u7528\u7a0b\u5e8f\u7684\u73af\u5883\uff0c\u662f\u7528Java\u8bed\u8a00\u7f16\u5199\u7684\u5f00\u6e90\u6570\u636e\u6316\u6398\u8f6f\u4ef6\u3002\u8be5\u5e73\u53f0\u80fd\u591f\u7814\u7a76\u7b97\u6cd5\uff0c\u91cd\u70b9\u662f\u805a\u7c7b\u5206\u6790\u548c\u79bb\u7fa4\u503c\u68c0\u6d4b\u4e2d\u7684\u65e0\u76d1\u7763\u65b9\u6cd5\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196767 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-15.jpg\" alt=\"\" width=\"640\" height=\"460\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-15.jpg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-15-300x216.jpg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u5b83\u63d0\u4f9b\u4e86\u6570\u636e\u7d22\u5f15\u7ed3\u6784\uff0c\u4f8b\u5982R*\u6811\uff0c\u53ef\u663e\u8457\u63d0\u9ad8\u6027\u80fd;\u65b9\u4fbf\u8be5\u9886\u57df\u7684\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f\u8fdb\u884c\u6269\u5c55;ELKI\u63d0\u4f9b\u4e86\u5927\u91cf\u53ef\u9ad8\u5ea6\u53c2\u6570\u5316\u7684\u7b97\u6cd5\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>Knime<\/strong><\/div>\n<p>KNIME Analytics Platform\u7528Java\u7f16\u5199\uff0c\u57fa\u4e8eEclipse\uff0c\u662f\u7528\u4e8e\u627f\u8f7d\u6570\u636e\u79d1\u5b66\u4efb\u52a1\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002\u5b83\u662f\u4e00\u79cd\u591a\u8bed\u8a00\u8f6f\u4ef6\u5f00\u53d1\u73af\u5883\uff0c\u5305\u62ec\u4e00\u4e2a\u96c6\u6210\u5f00\u53d1\u73af\u5883(IDE)\u548c\u4e00\u4e2a\u53ef\u6269\u5c55\u7684\u63d2\u4ef6\u7cfb\u7edf\u3002Knime\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u6570\u636e\u5206\u6790\uff0c\u62a5\u544a\u548c\u96c6\u6210\u5e73\u53f0\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196768 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-8.jpeg\" alt=\"\" width=\"640\" height=\"427\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-8.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-8-300x200.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u5b83\u5141\u8bb8\u7528\u6237\u4ece2000\u591a\u4e2a\u8282\u70b9\u4e2d\u8fdb\u884c\u9009\u62e9\u6765\u6784\u5efa\u5de5\u4f5c\u6d41\u7a0b;\u5141\u8bb8\u4f7f\u7528\u76f4\u89c2\u7684\u62d6\u653e\u5f0f\u56fe\u5f62\u754c\u9762\uff0c\u521b\u5efa\u53ef\u89c6\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u65e0\u9700\u7f16\u7a0b\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>Orange<\/strong><\/div>\n<p>Orange\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\uff0c\u57fa\u4e8e\u7ec4\u4ef6\u7684\u6570\u636e\u6316\u6398\u8f6f\u4ef6\uff0c\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u53ef\u89c6\u5316\u3002\u5b83\u5305\u62ec\u4e00\u7cfb\u5217\u6570\u636e\u53ef\u89c6\u5316\u3001\u641c\u7d22\u3001\u9884\u5904\u7406\u548c\u5efa\u6a21\u6280\u672f\uff0c\u5e76\u4e14\u53ef\u4ee5\u7528\u4f5cPython\u7f16\u7a0b\u8bed\u8a00\u7684\u6a21\u5757\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196769 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-9.jpeg\" alt=\"\" width=\"640\" height=\"360\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-9.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-9-300x169.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>Orange\u5177\u6709\u4ea4\u4e92\u5f0f\u6570\u636e\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u8fd8\u53ef\u4ee5\u6267\u884c\u7b80\u5355\u7684\u6570\u636e\u5206\u6790;\u5b83\u5305\u62ec\u4ea4\u4e92\u5f0f\u6570\u636e\u641c\u7d22\uff0c\u53ef\u901a\u8fc7\u6e05\u6670\u7684\u53ef\u89c6\u5316\u8fdb\u884c\u5feb\u901f\u5b9a\u6027\u5206\u6790\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>Rattle<\/strong><\/div>\n<p>Rattle\u7528R\u8bed\u8a00\u7f16\u5199\uff0c\u662f\u6d41\u884c\u7684\u7528\u4e8e\u6570\u636e\u6316\u6398\u7684\u5f00\u6e90GUI\uff0c\u53ef\u663e\u793a\u6570\u636e\u7684\u7edf\u8ba1\u548c\u53ef\u89c6\u6458\u8981\u3002\u5b83\u53ef\u4ee5\u8f6c\u6362\u6570\u636e\uff0c\u4ee5\u4fbf\u53ef\u4ee5\u5bf9\u5176\u8fdb\u884c\u5efa\u6a21\u3002\u5b83\u6839\u636e\u6570\u636e\u6784\u5efa\u65e0\u76d1\u7763\u548c\u53d7\u76d1\u7763\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u56fe\u5f62\u65b9\u5f0f\u663e\u793a\u6a21\u578b\u7684\u6027\u80fd\uff0c\u5e76\u5bf9\u65b0\u6570\u636e\u96c6\u8fdb\u884c\u8bc4\u5206\u4ee5\u90e8\u7f72\u5230\u751f\u4ea7\u4e2d\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196770 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-10.jpeg\" alt=\"\" width=\"640\" height=\"455\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-10.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-10-300x213.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>Rattle\u901a\u8fc7GUI\u5c55\u793aR Statistics\u8f6f\u4ef6\u7684\u529f\u80fd\uff0c\u5b83\u63d0\u4f9b\u4e86\u53ef\u89c2\u7684\u6570\u636e\u6316\u6398\u529f\u80fd;\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\u8fdb\u884c\u7684\u6240\u6709\u4ea4\u4e92\u90fd\u88ab\u6355\u83b7\u4e3aR\u811a\u672c\uff0c\u53ef\u4ee5\u72ec\u7acb\u4e8eRattle\u754c\u9762\u5728R\u4e2d\u8f7b\u677e\u6267\u884c;\u8be5\u5de5\u5177\u53ef\u7528\u4e8e\u5b66\u4e60\u548c\u53d1\u5c55R\u7684\u6280\u80fd\uff0c\u7136\u540e\u5728Rattle\u4e2d\u6784\u5efa\u521d\u59cb\u6a21\u578b\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>scikit-learn<\/strong><\/div>\n<p>scikit-learn\u662f\u4e00\u4e2a\u6d41\u884c\u7684Python\u5e93\uff0c\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u6316\u6398\uff0c\u5b83\u5efa\u7acb\u5728SciPy\uff0cNumpy\u548cMatplotlib\u7684\u57fa\u7840\u4e0a\u3002scikit\u5b66\u4e60\u7684\u4e3b\u8981\u529f\u80fd\u4e3a\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u3001\u964d\u7ef4\u3001\u6a21\u578b\u9009\u62e9\u4ee5\u53ca\u6570\u636e\u9884\u5904\u7406\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196771 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-11.jpeg\" alt=\"\" width=\"640\" height=\"345\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-11.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-11-300x162.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>scikit-learn\u5305\u62ec\u7528\u4e8e\u9884\u6d4b\u6570\u636e\u5206\u6790\u7684\u7b80\u5355\u6709\u6548\u7684\u5de5\u5177;\u5b83\u63d0\u4f9b\u4e86\u6d41\u884c\u7684\u6a21\u578b\uff0c\u5305\u62ec\u964d\u7ef4\u3001\u4ea4\u53c9\u9a8c\u8bc1\u96c6\u6210\u65b9\u6cd5\u3001\u53c2\u6570\u8c03\u6574\u7b49\u7b49\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>Weka<\/strong><\/div>\n<p>Weka\u6216Waikato\u77e5\u8bc6\u5206\u6790\u73af\u5883\u662f\u4e00\u79cd\u6d41\u884c\u7684\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\uff0c\u53ef\u4ee5\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\uff0c\u6807\u51c6\u7ec8\u7aef\u5e94\u7528\u7a0b\u5e8f\u6216Java API\u8fdb\u884c\u8bbf\u95ee\u3002\u5b83\u662f\u7528\u4e8e\u89e3\u51b3\u5b9e\u9645\u6570\u636e\u6316\u6398\u95ee\u9898\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u96c6\u5408\u3002\u5b83\u662f\u7528Java\u7f16\u5199\u7684\uff0c\u51e0\u4e4e\u53ef\u4ee5\u5728\u4efb\u4f55\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-196772 size-full\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-12.jpeg\" alt=\"\" width=\"640\" height=\"449\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-12.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/1-12-300x210.jpeg 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>Weka\u5305\u542b\u5927\u91cf\u7528\u4e8e\u6807\u51c6\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u7684\u5185\u7f6e\u5de5\u5177\uff0c\u5b83\u63d0\u4f9b\u5bf9\u8457\u540d\u5de5\u5177\u7bb1\uff0c\u5982scikit-learn\uff0cR\u4ee5\u53caDeeplearning4j\u7684\u900f\u660e\u8bbf\u95ee\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f88\u591a\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u90fd\u6709\u5176\u719f\u6089\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\uff0c\u4f46\u5e02\u573a\u4e0a\u4e5f\u4e0d\u4e4f\u8bb8\u591a\u5f00\u6e90\u7684\u6570\u636e\u6316\u6398\u5de5\u5177\u3002<\/p>\n","protected":false},"author":370,"featured_media":170574,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-196763","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\/196763","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\/370"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=196763"}],"version-history":[{"count":4,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/196763\/revisions"}],"predecessor-version":[{"id":197097,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/196763\/revisions\/197097"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/170574"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=196763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=196763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=196763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}