{"id":6386,"date":"2025-05-30T14:38:40","date_gmt":"2025-06-04T07:12:39","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6386"},"modified":"2025-06-04T14:38:40","modified_gmt":"2025-06-04T07:12:39","slug":"%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e5%a8%81%e5%bb%89%e6%8c%87%e6%a8%99%e5%b8%b6williamrbands%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e5%a8%81%e5%bb%89%e6%8c%87%e6%a8%99%e5%b8%b6williamrbands%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99\/","title":{"rendered":"2025 \u5e74\u6700\u65b0 Python \u5a01\u5ec9\u6307\u6a19\u5e36 (William %R Bands) \u6559\u5b78\uff1a\u5be6\u4f5c\u7bc4\u4f8b\u8207\u4ea4\u6613\u7b56\u7565"},"content":{"rendered":"<p><meta name=\"keywords\" content=\"Python, \u5a01\u5ec9\u6307\u6a19\u5e36, William %R Bands, \u4ea4\u6613\u6307\u6a19, \u4f7f\u7528\u6642\u6a5f, Python \u7a0b\u5f0f\u6559\u5b78\"><\/p>\n<h1>2025 \u5e74\u6700\u65b0 Python \u5a01\u5ec9\u6307\u6a19\u5e36 (William %R Bands) \u6559\u5b78\uff1a\u5be6\u4f5c\u7bc4\u4f8b\u8207\u4ea4\u6613\u7b56\u7565<\/h1>\n<p>\u5a01\u5ec9\u6307\u6a19\u5e36 (William %R Bands) \u662f\u4e00\u7a2e\u88ab\u5ee3\u6cdb\u4f7f\u7528\u7684\u6280\u8853\u5206\u6790\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u4e86\u89e3\u80a1\u7968\u5e02\u5834\u7684\u8d70\u52e2\uff0c\u4e26\u63d0\u4f9b\u4ea4\u6613\u6642\u6a5f\u3002\u672c\u6587\u5c07\u5168\u9762\u4ecb\u7d39\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u6982\u5ff5\u3001\u4f7f\u7528\u6642\u6a5f\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528 Python \u9032\u884c\u8a08\u7b97\uff0c\u4e26\u63d0\u4f9b\u932f\u8aa4\u6392\u9664\u5efa\u8b70\u53ca\u5ef6\u4f38\u61c9\u7528\u3002<\/p>\n<h2>\u4ec0\u9ebc\u662f\u5a01\u5ec9\u6307\u6a19\u5e36\uff1f<\/h2>\n<p>\u5a01\u5ec9\u6307\u6a19\u5e36 (William %R Bands) \u662f\u7531\u5a01\u5ec9\u00b7\u840a\u65af\u7279 (William L.R.) \u5728 20 \u4e16\u7d00 70 \u5e74\u4ee3\u63d0\u51fa\u7684\u6280\u8853\u5206\u6790\u5de5\u5177\u3002\u5b83\u7684\u539f\u7406\u662f\u901a\u904e\u5c07\u80a1\u7968\u7684\u6700\u9ad8\u50f9\u8207\u6700\u4f4e\u50f9\u9032\u884c\u6bd4\u8f03\uff0c\u4f86\u8a55\u4f30\u80a1\u7968\u7684\u8d85\u8cb7\u6216\u8d85\u8ce3\u72c0\u614b\uff0c\u5f9e\u800c\u5e6b\u52a9\u6295\u8cc7\u8005\u505a\u51fa\u66f4\u660e\u667a\u7684\u4ea4\u6613\u6c7a\u7b56\u3002<\/p>\n<h2>\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n<p>\u5a01\u5ec9\u6307\u6a19\u5e36\u53ef\u7528\u65bc\u5224\u65b7\u80a1\u7968\u5e02\u5834\u4e2d\u7684\u8cb7\u5165\u3001\u8ce3\u51fa\u548c\u6301\u6709\u6642\u6a5f\uff0c\u5177\u9ad4\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><strong>\u8cb7\u5165\u6642\u6a5f\uff1a<\/strong>\u7576\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\u4f4e\u65bc -80 \u6642\uff0c\u8868\u793a\u5e02\u5834\u53ef\u80fd\u9032\u5165\u8d85\u8ce3\u5340\u57df\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u8003\u616e\u8cb7\u5165\u8a72\u80a1\u7968\u3002<\/li>\n<li><strong>\u8ce3\u51fa\u6642\u6a5f\uff1a<\/strong>\u7576\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\u9ad8\u65bc -20 \u6642\uff0c\u8868\u793a\u5e02\u5834\u53ef\u80fd\u9032\u5165\u8d85\u8cb7\u5340\u57df\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u8003\u616e\u8ce3\u51fa\u8a72\u80a1\u7968\u3002<\/li>\n<li><strong>\u6301\u6709\u6642\u6a5f\uff1a<\/strong>\u7576\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\u4ecb\u65bc -20 \u548c -80 \u4e4b\u9593\u6642\uff0c\u8868\u793a\u5e02\u5834\u8655\u65bc\u6574\u7406\u72c0\u614b\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u6301\u6709\u8a72\u80a1\u7968\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528 Python \u4f86\u5be6\u73fe\u5a01\u5ec9\u6307\u6a19\u5e36\uff1f<\/h2>\n<p>\u4f7f\u7528 Python \u8a08\u7b97\u5a01\u5ec9\u6307\u6a19\u5e36\u975e\u5e38\u7c21\u55ae\uff0c\u53ef\u4ee5\u5229\u7528 `TA-Lib` \u51fd\u6578\u5eab\u3002\u4ee5\u4e0b\u662f\u4e00\u500b\u7c21\u55ae\u7684 Python \u7bc4\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u8a08\u7b97\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\uff1a<\/p>\n<p>&#8220;`python<br \/>\nimport talib<br \/>\nimport numpy as np<\/p>\n<p># \u5b9a\u7fa9\u80a1\u7968\u7684\u6700\u9ad8\u50f9\u8207\u6700\u4f4e\u50f9<br \/>\nhigh = np.array([20, 21, 22, 23, 24, 25, 26, 27, 28, 29])<br \/>\nlow = np.array([19, 20, 21, 22, 23, 24, 25, 26, 27, 28])<br \/>\nclose = np.array([19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5])  # \u6536\u76e4\u50f9<\/p>\n<p># \u8a08\u7b97\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c<br \/>\nwillr = talib.WILLR(high, low, close, timeperiod=14)<\/p>\n<p># \u986f\u793a\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c<br \/>\nprint(willr)<br \/>\n&#8220;`<\/p>\n<p>\u57f7\u884c\u4e0a\u8ff0\u7a0b\u5f0f\u78bc\uff0c\u5c07\u6703\u5f97\u5230\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\u3002\u6839\u64da\u8a08\u7b97\u7d50\u679c\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u6839\u64da\u4e0d\u540c\u7684\u7b56\u7565\u9032\u884c\u4ea4\u6613\u6c7a\u7b56\u3002<\/p>\n<h2>\u932f\u8aa4\u6392\u9664<\/h2>\n<p>\u5728\u4f7f\u7528 `TA-Lib` \u6642\uff0c\u5e38\u898b\u7684\u932f\u8aa4\u5305\u62ec\uff1a<br \/>\n&#8211; \u78ba\u4fdd `TA-Lib` \u5df2\u6b63\u78ba\u5b89\u88dd\uff0c\u82e5\u672a\u5b89\u88dd\uff0c\u8acb\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88dd\uff1a<br \/>\n  &#8220;`bash<br \/>\n  pip install TA-Lib<br \/>\n  &#8220;`<br \/>\n&#8211; \u78ba\u4fdd\u8f38\u5165\u7684\u6578\u64da\u683c\u5f0f\u6b63\u78ba\uff0c\u7279\u5225\u662f\u6578\u7d44\u7684\u9577\u5ea6\u5fc5\u9808\u4e00\u81f4\u3002<\/p>\n<h2>\u5ef6\u4f38\u61c9\u7528<\/h2>\n<p>\u5a01\u5ec9\u6307\u6a19\u5e36\u4e0d\u50c5\u53ef\u4ee5\u61c9\u7528\u65bc\u80a1\u7968\u5e02\u5834\uff0c\u4e5f\u53ef\u7528\u65bc\u5916\u532f\u548c\u671f\u8ca8\u5e02\u5834\u7684\u6280\u8853\u5206\u6790\u3002\u6295\u8cc7\u8005\u9084\u53ef\u4ee5\u5c07\u5a01\u5ec9\u6307\u6a19\u5e36\u8207\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u5982 RSI \u6216 MACD\uff0c\u4ee5\u63d0\u9ad8\u4ea4\u6613\u7b56\u7565\u7684\u6709\u6548\u6027\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u82e5\u60f3\u6df1\u5165\u4e86\u89e3 Python \u7684\u5176\u4ed6\u6280\u8853\u5206\u6790\u6307\u6a19\uff0c\u60a8\u53ef\u4ee5\u53c3\u8003\u9019\u7bc7 [Python \u6280\u8853\u5206\u6790\u5de5\u5177\u6982\u89bd](https:\/\/vocus.cc\/article\/123456789) \u6587\u7ae0\uff0c\u9032\u4e00\u6b65\u63d0\u5347\u60a8\u7684\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n<h2>\u7d50\u8ad6<\/h2>\n<p>\u5a01\u5ec9\u6307\u6a19\u5e36 (William %R Bands) \u662f\u4e00\u7a2e\u5f37\u5927\u7684\u6280\u8853\u5206\u6790\u5de5\u5177\uff0c\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u4e86\u89e3\u80a1\u7968\u5e02\u5834\u8d70\u52e2\uff0c\u4e26\u70ba\u4ea4\u6613\u6c7a\u7b56\u63d0\u4f9b\u4f9d\u64da\u3002\u672c\u6587\u4ecb\u7d39\u4e86\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u4f7f\u7528\u6642\u6a5f\u3001\u5982\u4f55\u4f7f\u7528 Python \u9032\u884c\u8a08\u7b97\u4ee5\u53ca\u4e00\u4e9b\u5e38\u898b\u554f\u984c\u7684\u89e3\u6c7a\u65b9\u6cd5\u3002\u900f\u904e\u9019\u4e9b\u77e5\u8b58\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u904b\u7528\u5a01\u5ec9\u6307\u6a19\u5e36\u4f86\u505a\u51fa\u660e\u667a\u7684\u4ea4\u6613\u6c7a\u7b56\u3002<\/p>\n<h2>Q&#038;A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n<h3>Q1: \u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u8a08\u7b97\u9700\u8981\u54ea\u4e9b\u6578\u64da\uff1f<\/h3>\n<p>A: \u5a01\u5ec9\u6307\u6a19\u5e36\u8a08\u7b97\u9700\u8981\u80a1\u7968\u7684\u6700\u9ad8\u50f9\u3001\u6700\u4f4e\u50f9\u548c\u6536\u76e4\u50f9\u6578\u64da\u3002<\/p>\n<h3>Q2: \u5982\u4f55\u89e3\u8b80\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u503c\uff1f<\/h3>\n<p>A: \u503c\u4f4e\u65bc -80 \u8868\u793a\u8d85\u8ce3\uff0c\u53ef\u80fd\u662f\u8cb7\u5165\u6642\u6a5f\uff1b\u503c\u9ad8\u65bc -20 \u8868\u793a\u8d85\u8cb7\uff0c\u53ef\u80fd\u662f\u8ce3\u51fa\u6642\u6a5f\u3002<\/p>\n<h3>Q3: \u5982\u679c\u6211\u60f3\u7d50\u5408\u5176\u4ed6\u6307\u6a19\uff0c\u8a72\u5982\u4f55\u505a\uff1f<\/h3>\n<p>A: \u53ef\u4ee5\u5c07\u5a01\u5ec9\u6307\u6a19\u5e36\u8207 RSI\u3001MACD \u7b49\u5176\u4ed6\u6280\u8853\u6307\u6a19\u4e00\u8d77\u4f7f\u7528\uff0c\u4ee5\u63d0\u9ad8\u4ea4\u6613\u7b56\u7565\u7684\u53ef\u9760\u6027\u3002<br \/>\n&#8212;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6458\u8981\uff1a\u5a01\u5ec9\u6307\u6a19\u5e36(William%RBands)\u662f\u4e00\u7a2e\u91cd\u8981\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5224\u65b7\u80a1\u7968\u5e02\u5834\u7684\u8d70\u52e2\uff0c\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528Python\u4f86\u63a2\u7d22\u5a01\u5ec9\u6307\u6a19\u5e36\u7684\u529f\u80fd\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528\u5b83\u4f86\u63d0\u9ad8\u4ea4\u6613\u6280\u5de7\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-6386","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\/pcFK27-1F0","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6386","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=6386"}],"version-history":[{"count":1,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6386\/revisions"}],"predecessor-version":[{"id":6387,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6386\/revisions\/6387"}],"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=6386"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6386"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}