{"id":6308,"date":"2025-06-02T14:12:27","date_gmt":"2025-06-04T06:56:27","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6308"},"modified":"2025-06-04T14:12:27","modified_gmt":"2025-06-04T06:56:27","slug":"%e6%8e%8c%e6%8f%a1%e6%a8%a1%e6%93%ac%e5%99%aa%e9%9f%b3%e6%8c%87%e6%a8%99%e4%bf%a1%e8%99%9fannosignal%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e4%bd%bf%e7%94%a8%e6%99%82%e6%a9%9f%e8%88%87python","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e6%8e%8c%e6%8f%a1%e6%a8%a1%e6%93%ac%e5%99%aa%e9%9f%b3%e6%8c%87%e6%a8%99%e4%bf%a1%e8%99%9fannosignal%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e4%bd%bf%e7%94%a8%e6%99%82%e6%a9%9f%e8%88%87python\/","title":{"rendered":"\u63a2\u7d22\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f\uff08ANNO Signal\uff09\u57282025\u5e74\u7684\u61c9\u7528\u53caPython\u5be6\u4f5c\u7bc4\u4f8b"},"content":{"rendered":"<p><meta name=\"keywords\" content=\"Python, \u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f, ANNO Signal, \u4ea4\u6613\u6307\u6a19, \u4f7f\u7528\u6642\u6a5f, \u6295\u8cc7\u6c7a\u7b56, Python\u7bc4\u4f8b\"><\/p>\n<h1>\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f\uff08ANNO Signal\uff09\u4ea4\u6613\u6307\u6a19\u7684\u4f7f\u7528\u6642\u6a5f\u53caPython\u5be6\u4f5c\u7bc4\u4f8b<\/h1>\n<p>\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f\uff08ANNO Signal\uff09\u662f\u4e00\u7a2e\u5ee3\u6cdb\u61c9\u7528\u65bc\u91d1\u878d\u5e02\u5834\u4e2d\u7684\u4ea4\u6613\u6307\u6a19\u3002\u5b83\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u5728\u80a1\u7968\u5e02\u5834\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u6295\u8cc7\u6c7a\u7b56\u3002\u672c\u6587\u5c07\u6df1\u5165\u63a2\u8a0eANNO Signal\u7684\u4f7f\u7528\u6642\u6a5f\u3001Python\u5be6\u4f5c\u7bc4\u4f8b\uff0c\u4ee5\u53ca\u5982\u4f55\u900f\u904e\u9019\u500b\u6307\u6a19\u63d0\u5347\u60a8\u7684\u4ea4\u6613\u7b56\u7565\uff0c\u4ee5\u4fbf\u57282025\u5e74\u66f4\u6709\u6548\u5730\u9032\u884c\u6295\u8cc7\u3002<\/p>\n<h2>ANNO Signal\u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n<p>ANNO Signal\u5728\u6295\u8cc7\u8005\u505a\u51fa\u6295\u8cc7\u6c7a\u7b56\u6642\u63d0\u4f9b\u95dc\u9375\u53c3\u8003\u3002\u4ee5\u4e0b\u662f\u5e7e\u500b\u4f7f\u7528ANNO Signal\u7684\u6642\u6a5f\uff1a<\/p>\n<p>1. **\u5e02\u5834\u8da8\u52e2\u5224\u65b7**\uff1a\u7576ANNO Signal\u986f\u793a\u51fa\u5f37\u70c8\u7684\u4e0a\u6f32\u6216\u4e0b\u8dcc\u8da8\u52e2\u6642\uff0c\u6295\u8cc7\u8005\u61c9\u8003\u616e\u9032\u884c\u76f8\u61c9\u7684\u4ea4\u6613\u3002<br \/>\n2. **\u6ce2\u52d5\u6027\u5206\u6790**\uff1a\u5728\u5e02\u5834\u6ce2\u52d5\u6027\u589e\u5927\u6642\uff0cANNO Signal\u53ef\u4ee5\u5e6b\u52a9\u8b58\u5225\u6f5b\u5728\u7684\u9032\u5834\u6216\u51fa\u5834\u6642\u6a5f\u3002<br \/>\n3. **\u98a8\u96aa\u7ba1\u7406**\uff1a\u6295\u8cc7\u8005\u53ef\u4ee5\u5229\u7528ANNO Signal\u4f86\u8a2d\u7f6e\u6b62\u640d\u9ede\uff0c\u964d\u4f4e\u98a8\u96aa\u3002<\/p>\n<p>ANNO Signal\u80fd\u5920\u7d9c\u5408\u63d0\u4f9b\u6709\u95dc\u5e02\u5834\u7684\u591a\u7dad\u5ea6\u8cc7\u8a0a\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u5728\u4e0d\u78ba\u5b9a\u7684\u74b0\u5883\u4e2d\u505a\u51fa\u66f4\u5177\u4fe1\u5fc3\u7684\u6c7a\u7b56\u3002<\/p>\n<h2>Python\u7bc4\u4f8b<\/h2>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528Python\u8a08\u7b97ANNO Signal\u7684\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u6709\u6548\u5730\u5229\u7528\u6b64\u6307\u6a19\u4f86\u505a\u51fa\u6295\u8cc7\u6c7a\u7b56\u3002<\/p>\n<p>&#8220;`python<br \/>\n# \u8f09\u5165\u6240\u9700\u7684\u51fd\u5f0f\u5eab<br \/>\nimport numpy as np<br \/>\nimport pandas as pd<\/p>\n<p># \u8b80\u53d6\u8cc7\u6599<br \/>\ndata = pd.read_csv(&#8216;data.csv&#8217;)<\/p>\n<p># \u8a08\u7b97ANNO Signal<br \/>\nanno_signal = np.mean(data[&#8216;Close&#8217;])<\/p>\n<p># \u8f38\u51fa\u7d50\u679c<br \/>\nprint(&#8216;ANNO Signal: &#8216;, anno_signal)<br \/>\n&#8220;`<\/p>\n<p>\u5728\u9019\u500b\u7bc4\u4f8b\u4e2d\uff0c\u6211\u5011\u9996\u5148\u8f09\u5165\u5fc5\u8981\u7684Python\u51fd\u5f0f\u5eab\uff0c\u7136\u5f8c\u8b80\u53d6\u5305\u542b\u80a1\u5e02\u6536\u76e4\u6578\u64da\u7684CSV\u6a94\u6848\u3002\u63a5\u8457\uff0c\u6211\u5011\u8a08\u7b97\u8a72\u8cc7\u6599\u7684\u5e73\u5747\u503c\u4f5c\u70baANNO Signal\uff0c\u4e26\u5c07\u7d50\u679c\u8f38\u51fa\u3002\u9019\u6a23\u7684\u7a0b\u5f0f\u78bc\u4e0d\u50c5\u7c21\u55ae\u6613\u61c2\uff0c\u9084\u53ef\u4ee5\u4f5c\u70ba\u6295\u8cc7\u8005\u9032\u884c\u66f4\u8907\u96dc\u5206\u6790\u7684\u57fa\u790e\u3002<\/p>\n<h2>\u932f\u8aa4\u6392\u9664<\/h2>\n<p>\u5728\u5be6\u4f5c\u904e\u7a0b\u4e2d\uff0c\u60a8\u53ef\u80fd\u6703\u9047\u5230\u4ee5\u4e0b\u5e38\u898b\u554f\u984c\uff1a<\/p>\n<p>&#8211; **\u8cc7\u6599\u672a\u6b63\u78ba\u8b80\u53d6**\uff1a\u78ba\u4fddCSV\u6a94\u6848\u7684\u8def\u5f91\u6b63\u78ba\uff0c\u4e14\u6a94\u6848\u683c\u5f0f\u7b26\u5408\u8981\u6c42\u3002<br \/>\n&#8211; **\u6578\u64da\u985e\u578b\u932f\u8aa4**\uff1a\u5728\u8a08\u7b97ANNO Signal\u4e4b\u524d\uff0c\u78ba\u8a8d\u60a8\u7684\u6578\u64da\u5217\uff08\u5982&#8217;Close&#8217;\uff09\u70ba\u6578\u503c\u578b\u5225\u3002<br \/>\n&#8211; **\u51fd\u5f0f\u5eab\u672a\u5b89\u88dd**\uff1a\u82e5\u51fa\u73fe\u5c0e\u5165\u932f\u8aa4\uff0c\u8acb\u78ba\u8a8d\u5df2\u5b89\u88dd`numpy`\u548c`pandas`\u51fd\u5f0f\u5eab\u3002<\/p>\n<h2>\u5ef6\u4f38\u61c9\u7528<\/h2>\n<p>ANNO Signal\u4e0d\u50c5\u50c5\u9069\u7528\u65bc\u80a1\u7968\u5e02\u5834\uff0c\u9084\u53ef\u4ee5\u61c9\u7528\u65bc\u5176\u4ed6\u91d1\u878d\u7522\u54c1\uff0c\u5982\u5916\u532f\u548c\u671f\u8ca8\u4ea4\u6613\u3002\u60a8\u53ef\u4ee5\u5c07\u5176\u8207\u5176\u4ed6\u6280\u8853\u6307\u6a19\uff08\u5982\u5747\u7dda\u3001\u76f8\u5c0d\u5f37\u5f31\u6307\u6578\uff09\u7d50\u5408\u4f7f\u7528\uff0c\u9032\u4e00\u6b65\u63d0\u5347\u4ea4\u6613\u7b56\u7565\u7684\u6548\u679c\u3002<\/p>\n<p>\u5982\u9700\u9032\u4e00\u6b65\u4e86\u89e3Python\u5728\u91d1\u878d\u5206\u6790\u4e2d\u7684\u61c9\u7528\uff0c\u8acb\u53c3\u8003[\u9019\u7bc7\u6559\u5b78\u6587\u7ae0](https:\/\/vocus.cc\/article\/605f9d0cd5f1f80001cabc3a)\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f\uff08ANNO Signal\uff09\u662f\u4e00\u7a2e\u5f37\u5927\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u80fd\u5920\u5e6b\u52a9\u6295\u8cc7\u8005\u5728\u80a1\u7968\u5e02\u5834\u4e2d\u505a\u51fa\u66f4\u597d\u7684\u6295\u8cc7\u6c7a\u7b56\u3002\u900f\u904e\u672c\u6587\u7684\u4ecb\u7d39\u53caPython\u7bc4\u4f8b\uff0c\u60a8\u61c9\u8a72\u80fd\u5920\u66f4\u6709\u6548\u5730\u5229\u7528ANNO Signal\uff0c\u63d0\u5347\u60a8\u7684\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n<h2>Q&#038;A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n<p>**Q1: ANNO Signal\u662f\u5982\u4f55\u8a08\u7b97\u7684\uff1f**<br \/>\nA1: ANNO Signal\u901a\u5e38\u662f\u901a\u904e\u8a08\u7b97\u67d0\u500b\u6642\u9593\u7bc4\u570d\u5167\u7684\u6536\u76e4\u50f9\u683c\u5e73\u5747\u503c\u4f86\u5f97\u51fa\uff0c\u9019\u6709\u52a9\u65bc\u8b58\u5225\u8da8\u52e2\u3002<\/p>\n<p>**Q2: \u5982\u4f55\u5224\u65b7ANNO Signal\u7684\u6709\u6548\u6027\uff1f**<br \/>\nA2: \u6295\u8cc7\u8005\u53ef\u4ee5\u901a\u904e\u56de\u6e2c\u6b77\u53f2\u6578\u64da\uff0c\u5206\u6790ANNO Signal\u7684\u6b77\u53f2\u8868\u73fe\u4f86\u8a55\u4f30\u5176\u6709\u6548\u6027\u3002<\/p>\n<p>**Q3: ANNO Signal\u9069\u5408\u6240\u6709\u985e\u578b\u7684\u5e02\u5834\u55ce\uff1f**<br \/>\nA3: \u96d6\u7136ANNO Signal\u5728\u80a1\u7968\u5e02\u5834\u4e2d\u8868\u73fe\u826f\u597d\uff0c\u4f46\u5176\u5728\u5176\u4ed6\u5e02\u5834\uff08\u5982\u5916\u532f\u6216\u671f\u8ca8\uff09\u7684\u6709\u6548\u6027\u53ef\u80fd\u6703\u6709\u6240\u4e0d\u540c\uff0c\u9700\u8981\u9032\u884c\u76f8\u61c9\u7684\u8abf\u6574\u548c\u6e2c\u8a66\u3002<\/p>\n<p>&#8212;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6458\u8981\uff1a\u6a21\u64ec\u566a\u97f3\u6307\u6a19\u4fe1\u865f(ANNOSignal)\u662f\u4e00\u7a2e\u91dd\u5c0d\u80a1\u7968\u5e02\u5834\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u4f9b\u66f4\u6709\u6548\u7684\u4ea4\u6613\u6c7a\u7b56\u3002\u672c\u6587\u5c07\u4ecb\u7d39ANNOSignal\u7684\u4f7f\u7528\u6642\u6a5f\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528Python\u4f86\u5be6\u73feANNOSignal\u7684\u4ea4\u6613\u6307\u6a19\u3002<\/p>\n","protected":false},"author":1,"featured_media":2518,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[18,189],"tags":[15,188],"class_list":["post-6308","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-189","tag-python","tag-188"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/badgameshow.com\/steven\/wp-content\/uploads\/2022\/12\/DALL\u00b7E-2022-12-28-14.25.55-\u62f7\u8c9d2.png","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pcFK27-1DK","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/comments?post=6308"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6308\/revisions"}],"predecessor-version":[{"id":12734,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6308\/revisions\/12734"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media\/2518"}],"wp:attachment":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media?parent=6308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}