{"id":195847,"date":"2020-07-16T09:00:26","date_gmt":"2020-07-16T01:00:26","guid":{"rendered":"https:\/\/lrxjmw.cn\/?p=195847"},"modified":"2020-07-12T16:18:09","modified_gmt":"2020-07-12T08:18:09","slug":"python-data-mining-tools","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/python-data-mining-tools.html","title":{"rendered":"python\u5e38\u7528\u6570\u636e\u6316\u6398\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>python\u6709\u5f3a\u5927\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u5e7f\u6cdb\u7528\u4e8e\u6570\u636e\u5206\u6790\uff0c\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u7b49\u9886\u57df\uff0c\u4e0b\u9762\u5c0f\u7f16\u6574\u7406\u4e86python\u6570\u636e\u6316\u6398\u7684\u4e00\u4e9b\u5e38\u7528\u5e93\uff0c\u5e0c\u671b\u5bf9\u5404\u4f4d\u5c0f\u4f19\u4f34\u5b66\u4e60python\u6570\u636e\u6316\u6398\u6709\u6240\u5e2e\u52a9\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-195849 aligncenter\" src=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/2-4.jpeg\" alt=\"\" width=\"640\" height=\"272\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/2-4.jpeg 640w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2020\/07\/2-4-300x128.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>1. Numpy<\/strong><\/div>\n<p>\u80fd\u591f\u63d0\u4f9b\u6570\u7ec4\u652f\u6301\uff0c\u8fdb\u884c\u77e2\u91cf\u8fd0\u7b97\uff0c\u5e76\u4e14\u9ad8\u6548\u5730\u5904\u7406\u51fd\u6570\uff0c\u7ebf\u6027\u4ee3\u6570\u5904\u7406\u7b49\u3002\u63d0\u4f9b\u771f\u6b63\u7684\u6570\u7ec4\uff0c\u6bd4\u8d77python\u5185\u7f6e\u5217\u8868\u6765\u8bf4\uff0c Numpy\u901f\u5ea6\u66f4\u5feb\u3002\u540c\u65f6\uff0cScipy\u3001Matplotlib\u3001Pandas\u7b49\u5e93\u90fd\u662f\u6e90\u4e8e Numpy\u3002\u56e0\u4e3a Numpy\u5185\u7f6e\u51fd\u6570\u5904\u7406\u6570\u636e\u901f\u5ea6\u4e0eC\u8bed\u8a00\u540c\u4e00\u7ea7\u522b\uff0c\u5efa\u8bae\u4f7f\u7528\u65f6\u5c3d\u91cf\u7528\u5185\u7f6e\u51fd\u6570\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>2. Scipy<\/strong><\/div>\n<p>\u57fa\u4e8eNumpy,\u80fd\u591f\u63d0\u4f9b\u4e86\u771f\u6b63\u7684\u77e9\u9635\u652f\u6301\uff0c\u4ee5\u53ca\u5927\u91cf\u57fa\u4e8e\u77e9\u9635\u7684\u6570\u503c\u8ba1\u7b97\u6a21\u5757\uff0c\u5305\u62ec\uff1a\u63d2\u503c\u8fd0\u7b97\uff0c\u7ebf\u6027\u4ee3\u6570\u3001\u56fe\u50cf\u4fe1\u53f7\uff0c\u5feb\u901f\u5085\u91cc\u53f6\u53d8\u6362\u3001\u4f18\u5316\u5904\u7406\u3001\u5e38\u5fae\u5206\u65b9\u7a0b\u6c42\u89e3\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>3. Pandas<\/strong><\/div>\n<p>\u6e90\u4e8eNumPy\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u6570\u636e\u8bfb\u5199\u529f\u80fd\uff0c\u652f\u6301\u7c7b\u4f3cSQL\u7684\u589e\u5220\u6539\u67e5\uff0c\u6570\u636e\u5904\u7406\u51fd\u6570\u975e\u5e38\u4e30\u5bcc\uff0c\u5e76\u4e14\u652f\u6301\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u529f\u80fd\uff0c\u7075\u6d3b\u5730\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\u4e0e\u63a2\u7d22\uff0c\u662fpython\u6570\u636e\u6316\u6398\uff0c\u5fc5\u4e0d\u53ef\u5c11\u7684\u5de5\u5177\u3002<\/p>\n<p>Pandas\u57fa\u672c\u6570\u636e\u7ed3\u6784\u662fSeries\u548cDataFrame\u3002Series\u662f\u5e8f\u5217\uff0c\u7c7b\u4f3c\u4e00\u7ef4\u6570\u7ec4\uff0cDataFrame\u76f8\u5f53\u4e8e\u4e00\u5f20\u4e8c\u7ef4\u8868\u683c\uff0c\u7c7b\u4f3c\u4e8c\u7ef4\u6570\u7ec4\uff0cDataFrame\u7684\u6bcf\u4e00\u5217\u90fd\u662f\u4e00\u4e2aSeries\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>4. Matplotlib<\/strong><\/div>\n<p>\u6570\u636e\u53ef\u89c6\u5316\u6700\u5e38\u7528\uff0c\u4e5f\u662f\u9189\u597d\u7528\u7684\u5de5\u5177\u4e4b\u4e00\uff0cpython\u4e2d\u8457\u540d\u7684\u7ed8\u56fe\u5e93\uff0c\u4e3b\u8981\u7528\u4e8e2\u7ef4\u4f5c\u56fe\uff0c\u53ea\u9700\u7b80\u5355\u51e0\u884c\u4ee3\u7801\u53ef\u4ee5\u751f\u6210\u5404\u5f0f\u7684\u56fe\u8868\uff0c\u4f8b\u5982\u76f4\u65b9\u56fe\uff0c\u6761\u5f62\u56fe\uff0c\u6563\u70b9\u56fe\u7b49\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u884c\u7b80\u5355\u76843\u7ef4\u7ed8\u56fe\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>5. Scikit-Learn<\/strong><\/div>\n<p>Scikit-Learn\u6e90\u4e8eNumPy\u3001Scipy\u548cMatplotlib\uff0c\u662f\u4e00 \u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60python\u5e93\uff0c\u80fd\u591f\u63d0\u4f9b\u5b8c\u6574\u7684\u5b66\u4e60\u5de5\u5177\u7bb1(\u6570\u636e\u5904\u7406\uff0c\u56de\u5f52\uff0c\u5206\u7c7b\uff0c\u805a\u7c7b\uff0c\u9884\u6d4b\uff0c\u6a21\u578b\u5206\u6790\u7b49)\uff0c\u4f7f\u7528\u8d77\u6765\u7b80\u5355\u3002\u4e0d\u8db3\u662f\u6ca1\u6709\u63d0\u4f9b\u795e\u7ecf\u7f51\u7edc\uff0c\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60\u7b49\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>6. Keras<\/strong><\/div>\n<p>\u57fa\u4e8eTheano\u7684\u4e00\u6b3e\u6df1\u5ea6\u5b66\u4e60python\u5e93\uff0c\u4e0d\u4ec5\u80fd\u591f\u7528\u6765\u642d\u5efa\u666e\u901a\u795e\u7ecf\u7f51\u7edc\uff0c\u8fd8\u80fd\u5efa\u5404\u79cd\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u4f8b\u5982\uff1a\u81ea\u7f16\u7801\u5668\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u3001\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u3001\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7b49\uff0c\u91cd\u8981\u7684\u662f\uff0c\u8fd0\u884c\u901f\u5ea6\u51e0\u5757\uff0c\u5bf9\u642d\u5efa\u5404\u79cd\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u7684\u6b65\u9aa4\u8fdb\u884c\u7b80\u5316\uff0c\u80fd\u591f\u5141\u8bb8\u666e\u901a\u7528\u6237\uff0c\u8f7b\u677e\u5730\u642d\u5efa\u51e0\u767e\u4e2a\u8f93\u5165\u8282\u70b9\u7684\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\uff0c\u5b9a\u5236\u7a0b\u5ea6\u4e5f\u975e\u5e38\u9ad8\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>7. Genism<\/strong><\/div>\n<p>Genism\u4e3b\u8981\u7528\u6765\u5904\u7406\u8bed\u8a00\u65b9\u9762\u7684\u4efb\u52a1\uff0c\u5982\u6587\u672c\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u3001LDA\u3001Word2Vec\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>8. TensorFlow<\/strong><\/div>\n<p>google\u5f00\u6e90\u7684\u6570\u503c\u8ba1\u7b97\u6846\u67b6\uff0c\u91c7\u7528\u6570\u636e\u6d41\u56fe\u7684\u65b9\u5f0f\uff0c\u53ef\u7075\u6d3b\u642d\u5efa\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u80fd\u591f\u63d0\u4f9b\u6570\u7ec4\u652f\u6301\uff0c\u8fdb\u884c\u77e2\u91cf\u8fd0\u7b97\uff0c\u5e76\u4e14\u9ad8\u6548\u5730\u5904\u7406\u51fd\u6570\uff0c\u7ebf\u6027\u4ee3\u6570\u5904\u7406\u7b49\u3002\u63d0\u4f9b\u771f\u6b63\u7684\u6570\u7ec4\uff0c\u6bd4\u8d77python\u5185\u7f6e\u5217\u8868\u6765 [&hellip;]<\/p>\n","protected":false},"author":1329,"featured_media":195850,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-195847","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\/195847","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\/1329"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=195847"}],"version-history":[{"count":3,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/195847\/revisions"}],"predecessor-version":[{"id":195884,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/195847\/revisions\/195884"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/195850"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=195847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=195847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=195847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}