{"id":1305,"date":"2024-09-04T16:12:23","date_gmt":"2024-09-04T08:12:23","guid":{"rendered":"https:\/\/www.feeoo.fun\/?p=1305"},"modified":"2025-02-28T15:18:35","modified_gmt":"2025-02-28T07:18:35","slug":"1305","status":"publish","type":"post","link":"https:\/\/www.feeoo.fun\/index.php\/2024\/09\/04\/1305\/","title":{"rendered":"Scikit-learn\u2014\u2014Python\u673a\u5668\u5b66\u4e60\u5e93"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" width=\"3679\" height=\"1854\" data-src=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" style=\"--smush-placeholder-width: 3679px; --smush-placeholder-aspect-ratio: 3679\/1854;object-fit:cover;\" data-srcset=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127.png 3679w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127-300x151.png 300w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127-1024x516.png 1024w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127-768x387.png 768w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127-1536x774.png 1536w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2024\/07\/image-127-2048x1032.png 2048w\" data-sizes=\"(max-width: 3679px) 100vw, 3679px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n<p>Scikit-learn \u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u6784\u5efa\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5b83\u57fa\u4e8e NumPy\u3001SciPy \u548c matplotlib \u6784\u5efa\uff0c\u63d0\u4f9b\u4e86\u7b80\u5355\u9ad8\u6548\u7684\u6570\u636e\u6316\u6398\u548c\u5206\u6790\u5de5\u5177\u3002<\/p>\n\n\n\n<p>Scikit-learn \u7684\u4e3b\u8981\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6613\u4e8e\u4f7f\u7528\u7684 API\uff1a<\/strong> Scikit-learn \u63d0\u4f9b\u4e00\u81f4\u4e14\u7b80\u5355\u7684 API\uff0c\u9002\u5408\u521d\u5b66\u8005\u548c\u6709\u7ecf\u9a8c\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u591a\u79cd\u7b97\u6cd5\u652f\u6301\uff1a<\/strong> \u5b83\u5305\u62ec\u591a\u79cd\u76d1\u7763\u548c\u975e\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\u7684\u5b9e\u73b0\uff0c\u5982\u7ebf\u6027\u56de\u5f52\u3001\u903b\u8f91\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u3001k-means \u7b49\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u8bc4\u4f30\u548c\u9009\u62e9\uff1a<\/strong> Scikit-learn \u63d0\u4f9b\u4e86\u6a21\u578b\u8bc4\u4f30\u3001\u53c2\u6570\u8c03\u4f18\u548c\u4ea4\u53c9\u9a8c\u8bc1\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u9009\u62e9\u6700\u9002\u5408\u5176\u6570\u636e\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u4e0e\u5176\u4ed6 Python \u5e93\u96c6\u6210\uff1a<\/strong> \u5b83\u4e0e NumPy\u3001SciPy\u3001pandas \u548c matplotlib \u7b49 Python \u5e93\u826f\u597d\u96c6\u6210\uff0c\u652f\u6301\u6570\u636e\u9884\u5904\u7406\u3001\u53ef\u89c6\u5316\u548c\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u6d3b\u8dc3\u7684\u793e\u533a\u548c\u652f\u6301\uff1a<\/strong> Scikit-learn \u62e5\u6709\u5e9e\u5927\u4e14\u6d3b\u8dc3\u7684\u793e\u533a\uff0c\u63d0\u4f9b\u6301\u7eed\u7684\u652f\u6301\u3001\u6559\u7a0b\u548c\u8d44\u6e90\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u5b98\u65b9\u7f51\u5740\uff1a<a href=\"https:\/\/scikit-learn.org\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/scikit-learn.org<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Scikit-learn \u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u6784\u5efa\u548c\u90e8\u7f72\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5b83\u57fa\u4e8e NumPy\u3001SciPy \u548c m&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1306,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[54],"tags":[],"class_list":["post-1305","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-code-ai"],"_links":{"self":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/1305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/comments?post=1305"}],"version-history":[{"count":3,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/1305\/revisions"}],"predecessor-version":[{"id":2374,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/posts\/1305\/revisions\/2374"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/media\/1306"}],"wp:attachment":[{"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/media?parent=1305"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/categories?post=1305"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.feeoo.fun\/index.php\/wp-json\/wp\/v2\/tags?post=1305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}