{"id":6440,"date":"2025-05-31T14:37:17","date_gmt":"2025-06-04T07:31:16","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6440"},"modified":"2025-06-04T14:37:17","modified_gmt":"2025-06-04T07:31:16","slug":"%e5%88%a9%e7%94%a8adxechobands%e6%8c%87%e6%a8%99%e4%ba%a4%e6%98%93%e6%99%82%e6%a9%9f%e5%8f%8apython%e7%af%84%e4%be%8b-2","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%88%a9%e7%94%a8adxechobands%e6%8c%87%e6%a8%99%e4%ba%a4%e6%98%93%e6%99%82%e6%a9%9f%e5%8f%8apython%e7%af%84%e4%be%8b-2\/","title":{"rendered":"\u5982\u4f55\u5229\u7528 ADX Echo Bands \u6307\u6a19\u4f86\u5224\u65b7\u4ea4\u6613\u6642\u6a5f\uff1aPython \u5b8c\u6574\u7bc4\u4f8b\u89e3\u6790\uff082025 \u6700\u65b0\uff09"},"content":{"rendered":"

<\/p>\n

\u5982\u4f55\u5229\u7528 ADX Echo Bands \u6307\u6a19\u4f86\u5224\u65b7\u4ea4\u6613\u6642\u6a5f<\/h1>\n

\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u5e36\uff08ADX Echo Bands\uff09\u662f\u4e00\u7a2e\u5e38\u7528\u7684\u6280\u8853\u6307\u6a19\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u4e26\u63d0\u4f9b\u66f4\u591a\u4ea4\u6613\u6a5f\u6703\u3002ADX Echo Bands \u57fa\u65bc\u5e73\u5747\u8da8\u5411\u6307\u6578\uff08Average Directional Index, ADX\uff09\u8a2d\u8a08\uff0c\u5c07 ADX \u7684\u503c\u5206\u70ba\u4e0a\u4e0b\u5169\u500b\u5e36\uff0c\u4e0a\u5e36\u7a31\u70ba\u300c\u4e0a\u8f49\u6298\u5e36\u300d\uff0c\u4e0b\u5e36\u7a31\u70ba\u300c\u4e0b\u8f49\u6298\u5e36\u300d\u3002\u6295\u8cc7\u8005\u53ef\u4ee5\u6839\u64da\u5e02\u5834\u8da8\u52e2\u7684\u8b8a\u5316\u4f86\u5224\u65b7\u6700\u4f73\u7684\u8cb7\u8ce3\u6642\u6a5f\u3002<\/p>\n

ADX Echo Bands \u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n

\u7576 ADX \u503c\u4e0a\u5347\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8b8a\u5f97\u66f4\u52a0\u660e\u986f\u3002\u6295\u8cc7\u8005\u53ef\u6839\u64da\u4e0a\u8f49\u6298\u5e36\u548c\u4e0b\u8f49\u6298\u5e36\u7684\u8b8a\u5316\u4f86\u5224\u65b7\u8cb7\u8ce3\u6642\u6a5f\uff1a<\/p>\n

– **\u505a\u591a\u4fe1\u865f**\uff1a\u5982\u679c\u4e0a\u8f49\u6298\u5e36\u5411\u4e0a\u7a81\u7834\u4e0b\u8f49\u6298\u5e36\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u6b63\u5728\u5411\u4e0a\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u9032\u884c\u591a\u982d\u4ea4\u6613\u3002
\n– **\u505a\u7a7a\u4fe1\u865f**\uff1a\u53cd\u4e4b\uff0c\u5982\u679c\u4e0b\u8f49\u6298\u5e36\u5411\u4e0b\u7a81\u7834\u4e0a\u8f49\u6298\u5e36\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u6b63\u5728\u5411\u4e0b\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u9032\u884c\u7a7a\u982d\u4ea4\u6613\u3002<\/p>\n

\u6b64\u5916\uff0c\u7576\u4e0a\u8f49\u6298\u5e36\u548c\u4e0b\u8f49\u6298\u5e36\u540c\u6642\u5411\u4e0a\u6216\u5411\u4e0b\u7a81\u7834\u6642\uff0c\u53ef\u80fd\u8868\u793a\u5e02\u5834\u8da8\u52e2\u7684\u8f49\u6298\u9ede\u3002\u9019\u6642\uff0c\u6295\u8cc7\u8005\u9700\u8b39\u614e\u5224\u65b7\uff0c\u53ef\u80fd\u8003\u616e\u9032\u884c\u76f8\u61c9\u64cd\u4f5c\u3002<\/p>\n

Python \u5b8c\u6574\u7bc4\u4f8b<\/h2>\n

\u4ee5\u4e0b\u662f\u4e00\u500b\u4f7f\u7528 Python \u4f86\u8a08\u7b97 ADX Echo Bands \u7684\u5b8c\u6574\u7bc4\u4f8b\uff1a<\/p>\n

“`python
\nimport numpy as np<\/p>\n

# \u8a08\u7b97 ADX
\ndef calc_adx(high, low, close, n):
\n plus_dm = np.zeros(len(close))
\n minus_dm = np.zeros(len(close))
\n for i in range(1, len(close)):
\n plus_dm[i] = max(high[i] – high[i-1], 0) if high[i] – high[i-1] > low[i-1] – low[i] else 0
\n minus_dm[i] = max(low[i-1] – low[i], 0) if high[i] – high[i-1] < low[i-1] - low[i] else 0\n \n plus_di = np.zeros(len(close))\n minus_di = np.zeros(len(close))\n for i in range(n, len(close)):\n plus_di[i] = np.mean(plus_dm[i-n+1:i+1]) \/ np.mean(high[i-n+1:i+1] - low[i-n+1:i+1]) * 100\n minus_di[i] = np.mean(minus_dm[i-n+1:i+1]) \/ np.mean(high[i-n+1:i+1] - low[i-n+1:i+1]) * 100\n \n adx = np.zeros(len(close))\n for i in range(2*n-1, len(close)):\n adx[i] = np.mean(np.abs(plus_di[i-n+1:i+1] - minus_di[i-n+1:i+1])) \/ (np.mean(plus_di[i-n+1:i+1]) + np.mean(minus_di[i-n+1:i+1])) * 100\n \n return adx\n\n# \u8a08\u7b97\u4e0a\u8f49\u6298\u5e36\u548c\u4e0b\u8f49\u6298\u5e36\ndef calc_echo_bands(high, low, close, n):\n adx = calc_adx(high, low, close, n)\n \n upper_band = np.zeros(len(close))\n lower_band = np.zeros(len(close))\n for i in range(2*n-1, len(close)):\n upper_band[i] = adx[i] + np.mean(adx[i-n+1:i+1])\n lower_band[i] = adx[i] - np.mean(adx[i-n+1:i+1])\n \n return upper_band, lower_band\n\n# \u4f7f\u7528\u7bc4\u4f8b\n# high, low, close \u70ba\u5e02\u5834\u6578\u64da\u7684\u9ad8\u3001\u4f4e\u3001\u6536\u76e4\u50f9\u683c\n# n \u70ba\u8a08\u7b97\u7684\u671f\u9593\n```\n\n\u4f7f\u7528 ADX Echo Bands \u4ea4\u6613\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u4f9b\u66f4\u591a\u7684\u4ea4\u6613\u6a5f\u6703\u3002\u6839\u64da\u4e0a\u8f49\u6298\u5e36\u548c\u4e0b\u8f49\u6298\u5e36\u7684\u8b8a\u5316\uff0c\u6295\u8cc7\u8005\u80fd\u5920\u6709\u6548\u5730\u628a\u63e1\u8cb7\u8ce3\u6642\u6a5f\u3002\n\n\u82e5\u60f3\u6df1\u5165\u4e86\u89e3 Python \u7684\u5176\u4ed6\u6280\u8853\u5206\u6790\u6307\u6a19\uff0c\u53ef\u4ee5\u53c3\u8003 [\u9019\u88e1](https:\/\/vocus.cc\/article\/xyz)\uff0c\u4e86\u89e3\u66f4\u591a\u76f8\u95dc\u8cc7\u8a0a\u3002\n\n\n\n

\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff08Q&A\uff09<\/h2>\n

**Q1: ADX Echo Bands \u662f\u4ec0\u9ebc\uff1f**
\nA1: ADX Echo Bands \u662f\u57fa\u65bc ADX \u6307\u6a19\u8a2d\u8a08\u7684\u4e00\u7a2e\u4ea4\u6613\u6307\u6a19\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\u548c\u65b9\u5411\u3002<\/p>\n

**Q2: \u5982\u4f55\u4f7f\u7528 ADX Echo Bands \u9032\u884c\u4ea4\u6613\uff1f**
\nA2: \u7576\u4e0a\u8f49\u6298\u5e36\u7a81\u7834\u4e0b\u8f49\u6298\u5e36\u6642\uff0c\u53ef\u4ee5\u8003\u616e\u505a\u591a\uff1b\u53cd\u4e4b\uff0c\u7576\u4e0b\u8f49\u6298\u5e36\u7a81\u7834\u4e0a\u8f49\u6298\u5e36\u6642\uff0c\u53ef\u4ee5\u8003\u616e\u505a\u7a7a\u3002<\/p>\n

**Q3: \u5728 Python \u4e2d\u5982\u4f55\u8a08\u7b97 ADX Echo Bands\uff1f**
\nA3: \u4f7f\u7528\u4e0a\u8ff0\u63d0\u4f9b\u7684 Python \u4ee3\u78bc\uff0c\u53ef\u4ee5\u8a08\u7b97\u51fa ADX Echo Bands\uff0c\u4e26\u6839\u64da\u8a08\u7b97\u7d50\u679c\u9032\u884c\u4ea4\u6613\u6c7a\u7b56\u3002<\/p>\n

—<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6458\u8981\uff1aADXEchoBands\u662f\u4e00\u7a2e\u4ea4\u6613\u6307\u6a19\uff0c\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u4f9b\u66f4\u591a\u7684\u4ea4\u6613\u6642\u6a5f\u3002\u672c\u6587\u5c07\u4ecb\u7d39ADXEchoBands\u6307\u6a19\u7684\u4f7f\u7528\u6642\u6a5f\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528Python\u4f86\u5be6\u73fe\u5b83\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-6440","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\/pcFK27-1FS","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6440","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=6440"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6440\/revisions"}],"predecessor-version":[{"id":12699,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6440\/revisions\/12699"}],"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=6440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}