{"id":6252,"date":"2025-06-03T14:33:24","date_gmt":"2025-06-04T07:04:24","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6252"},"modified":"2025-06-04T14:33:24","modified_gmt":"2025-06-04T07:04:24","slug":"%e5%88%a9%e7%94%a8adxechosignal%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","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%88%a9%e7%94%a8adxechosignal%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\/","title":{"rendered":"\u5229\u7528Python\u8a08\u7b97ADX Echo Signal\u6307\u6a19\u7684\u6700\u4f73\u4ea4\u6613\u6642\u6a5f\u53ca\u5be6\u4f5c\u7bc4\u4f8b"},"content":{"rendered":"<p><meta name=\"keywords\" content=\"Python, \u5e73\u5747\u8da8\u5411\u6307\u6578, ADX Echo Signal, \u4ea4\u6613\u6307\u6a19, Python\u6559\u5b78, \u6295\u8cc7\u6307\u6a19\"><\/p>\n<h1>\u4f7f\u7528\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u4fe1\u865f(ADX Echo Signal)\u9032\u884c\u4ea4\u6613\u7684\u6700\u4f73\u6642\u6a5f\u53caPython\u5be6\u4f5c\u7bc4\u4f8b<\/h1>\n<p>\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u4fe1\u865f(ADX Echo Signal)\u662f\u4e00\u7a2e\u5f37\u5927\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u80fd\u5354\u52a9\u6295\u8cc7\u8005\u66f4\u7cbe\u78ba\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff0c\u5236\u5b9a\u66f4\u6709\u6548\u7684\u4ea4\u6613\u6c7a\u7b56\u3002\u672c\u6587\u5c07\u4ecb\u7d39ADX Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f\u3001Python\u7bc4\u4f8b\u53ca\u932f\u8aa4\u6392\u9664\u65b9\u6cd5\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u63d0\u5347\u4ea4\u6613\u6548\u7387\u3002<\/p>\n<h2>\u4ec0\u9ebc\u662f\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u4fe1\u865f(ADX Echo Signal)<\/h2>\n<p>\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u4fe1\u865f(ADX Echo Signal)\u662f\u57fa\u65bc<strong>\u5e73\u5747\u8da8\u5411\u6307\u6578(Average Directional Index, ADX)<\/strong>\u7684\u5ef6\u4f38\uff0c\u4e3b\u8981\u7528\u65bc\u8a55\u4f30\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\u53ca\u65b9\u5411\u3002\u901a\u904e\u8a72\u6307\u6a19\uff0c\u6295\u8cc7\u8005\u80fd\u5920\u7372\u5f97\u66f4\u6e05\u6670\u7684\u4ea4\u6613\u4fe1\u865f\uff0c\u5f9e\u800c\u5728\u6ce2\u52d5\u7684\u5e02\u5834\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002<\/p>\n<h2>ADX Echo Signal\u7684\u4f7f\u7528\u6642\u6a5f<\/h2>\n<p>\u4f7f\u7528ADX Echo Signal\u6642\uff0c\u6295\u8cc7\u8005\u61c9\u8003\u616e\u4ee5\u4e0b\u5e7e\u500b\u95dc\u9375\u6642\u6a5f\uff1a<\/p>\n<ul>\n<li>\u7576ADX Echo Signal\u7684\u503c\u5927\u65bc50\u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u5f37\u52c1\uff0c\u5efa\u8b70\u8003\u616e\u8cb7\u5165\u80a1\u7968\u3002<\/li>\n<li>\u7576ADX Echo Signal\u7684\u503c\u5c0f\u65bc50\u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f31\uff0c\u5efa\u8b70\u8003\u616e\u8ce3\u51fa\u80a1\u7968\u3002<\/li>\n<li>\u82e5ADX\u6301\u7e8c\u572820\u4ee5\u4e0b\uff0c\u5247\u5e02\u5834\u53ef\u80fd\u8655\u65bc\u76e4\u6574\u72c0\u614b\uff0c\u61c9\u8b39\u614e\u64cd\u4f5c\u3002<\/li>\n<\/ul>\n<h2>Python\u7bc4\u4f8b\uff1a\u8a08\u7b97ADX Echo Signal<\/h2>\n<p>\u4ee5\u4e0b\u662f\u4e00\u500b\u4f7f\u7528Python\u8a08\u7b97ADX Echo Signal\u7684\u7bc4\u4f8b\u4ee3\u78bc\uff1a<\/p>\n<p>&#8220;`python<br \/>\nimport numpy as np<br \/>\nimport pandas as pd<\/p>\n<p># \u8a08\u7b97ADX Echo Signal<br \/>\ndef adx_echo_signal(high, low, close, n):<br \/>\n    # \u8a08\u7b97TR<br \/>\n    tr = np.maximum(high &#8211; low, np.abs(high &#8211; close.shift(1)), np.abs(low &#8211; close.shift(1)))<\/p>\n<p>    # \u8a08\u7b97DM+<br \/>\n    dm_plus = np.where((high &#8211; high.shift(1)) > (low.shift(1) &#8211; low), high &#8211; high.shift(1), 0)<\/p>\n<p>    # \u8a08\u7b97DM-<br \/>\n    dm_minus = np.where((low.shift(1) &#8211; low) > (high &#8211; high.shift(1)), low.shift(1) &#8211; low, 0)<\/p>\n<p>    # \u8a08\u7b97TR14<br \/>\n    tr14 = tr.rolling(window=n).mean()<\/p>\n<p>    # \u8a08\u7b97DM+14\u53caDM-14<br \/>\n    dm_plus14 = pd.Series(dm_plus).rolling(window=n).mean()<br \/>\n    dm_minus14 = pd.Series(dm_minus).rolling(window=n).mean()<\/p>\n<p>    # \u8a08\u7b97DI+14\u53caDI-14<br \/>\n    di_plus14 = 100 * (dm_plus14 \/ tr14)<br \/>\n    di_minus14 = 100 * (dm_minus14 \/ tr14)<\/p>\n<p>    # \u8a08\u7b97ADX<br \/>\n    adx = 100 * np.abs(di_plus14 &#8211; di_minus14) \/ (di_plus14 + di_minus14)<\/p>\n<p>    # \u8a08\u7b97ADX Echo Signal<br \/>\n    adx_echo_signal = adx.rolling(window=n).mean()<\/p>\n<p>    return adx_echo_signal<br \/>\n&#8220;`<\/p>\n<p>\u9019\u6bb5\u4ee3\u78bc\u8a08\u7b97\u4e86ADX Echo Signal\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u5229\u7528\u6b64\u6307\u6a19\u4f86\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u4e26\u5236\u5b9a\u4ea4\u6613\u7b56\u7565\u3002<\/p>\n<h2>\u932f\u8aa4\u6392\u9664<\/h2>\n<p>\u5728\u904b\u884c\u4e0a\u8ff0\u4ee3\u78bc\u6642\uff0c\u53ef\u80fd\u6703\u9047\u5230\u4ee5\u4e0b\u5e7e\u500b\u5e38\u898b\u932f\u8aa4\uff1a<\/p>\n<p>1. **\u6578\u64da\u9577\u5ea6\u4e0d\u4e00\u81f4**\uff1a\u78ba\u4fdd`high`, `low`, `close`\u6578\u64da\u7684\u9577\u5ea6\u4e00\u81f4\uff0c\u5426\u5247\u6703\u5c0e\u81f4\u8a08\u7b97\u932f\u8aa4\u3002<br \/>\n2. **NaN\u503c\u8655\u7406**\uff1a\u5982\u679c\u6578\u64da\u4e2d\u542b\u6709NaN\u503c\uff0c\u8acb\u63d0\u524d\u8655\u7406\uff0c\u5426\u5247\u8a08\u7b97\u7d50\u679c\u6703\u53d7\u5230\u5f71\u97ff\u3002<br \/>\n3. **\u6578\u64da\u985e\u578b**\uff1a\u6aa2\u67e5\u6578\u64da\u985e\u578b\uff0c\u78ba\u4fdd\u4f7f\u7528\u7684\u662f\u6578\u503c\u578b\u6578\u64da\u3002<\/p>\n<h2>\u5ef6\u4f38\u61c9\u7528<\/h2>\n<p>\u9664\u4e86\u8a08\u7b97ADX Echo Signal\u5916\uff0c\u6295\u8cc7\u8005\u9084\u53ef\u4ee5\u5c07\u6b64\u6307\u6a19\u8207\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u5982\u76f8\u5c0d\u5f37\u5f31\u6307\u6578(RSI)\u6216\u5e03\u6797\u5e36(Bollinger Bands)\uff0c\u4ee5\u7372\u5f97\u66f4\u5168\u9762\u7684\u5e02\u5834\u5206\u6790\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5982\u679c\u60a8\u9700\u8981\u9032\u4e00\u6b65\u4e86\u89e3Python\u5728\u91d1\u878d\u5206\u6790\u4e2d\u7684\u61c9\u7528\uff0c\u8acb\u53c3\u8003[\u9019\u88e1](https:\/\/vocus.cc)\u7684\u6559\u5b78\u6587\u7ae0\u3002<\/p>\n<h2>\u7e3d\u7d50<\/h2>\n<p>\u5e73\u5747\u8da8\u5411\u6307\u6578\u5012\u50b3\u905e\u4fe1\u865f(ADX Echo Signal)\u662f\u4e00\u500b\u91cd\u8981\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u4e26\u5236\u5b9a\u6709\u6548\u7684\u4ea4\u6613\u6c7a\u7b56\u3002\u672c\u6587\u4ecb\u7d39\u4e86\u5176\u4f7f\u7528\u6642\u6a5f\u3001Python\u5be6\u4f5c\u7bc4\u4f8b\u53ca\u932f\u8aa4\u6392\u9664\u65b9\u6cd5\uff0c\u671f\u671b\u80fd\u5920\u63d0\u5347\u60a8\u5728\u4ea4\u6613\u4e2d\u7684\u6210\u529f\u7387\u3002<\/p>\n<h2>Q&#038;A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n<p>**Q1: ADX Echo Signal\u7684\u6700\u4f73\u53c3\u6578\u8a2d\u5b9a\u662f\u4ec0\u9ebc\uff1f**<br \/>\nA1: \u4e00\u822c\u5efa\u8b70\u4f7f\u752814\u5929\u7684\u53c3\u6578\u8a2d\u5b9a\uff0c\u4f46\u6839\u64da\u4e0d\u540c\u7684\u4ea4\u6613\u7b56\u7565\u548c\u5e02\u5834\u74b0\u5883\uff0c\u53ef\u4ee5\u9069\u7576\u8abf\u6574\u3002<\/p>\n<p>**Q2: \u5982\u4f55\u5224\u65b7ADX Echo Signal\u7684\u53ef\u9760\u6027\uff1f**<br \/>\nA2: \u7576ADX\u503c\u5927\u65bc25\u6642\uff0c\u901a\u5e38\u8868\u793a\u8da8\u52e2\u5f37\uff0c\u6295\u8cc7\u8005\u53ef\u8003\u616e\u8a72\u4fe1\u865f\u7684\u53ef\u9760\u6027\u3002<\/p>\n<p>**Q3: \u662f\u5426\u9700\u8981\u7d50\u5408\u5176\u4ed6\u6307\u6a19\u4f86\u4f7f\u7528ADX Echo Signal\uff1f**<br \/>\nA3: \u662f\u7684\uff0c\u5c07ADX Echo Signal\u8207\u5176\u4ed6\u6280\u8853\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u63d0\u9ad8\u4ea4\u6613\u7b56\u7565\u7684\u6709\u6548\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p>&#8212;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39ADXEchoSignal\u6307\u6a19\uff0c\u8a72\u6307\u6a19\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u63d0\u4f9bPython\u7bc4\u4f8b\u4f9b\u53c3\u8003\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-6252","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\/pcFK27-1CQ","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6252","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=6252"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6252\/revisions"}],"predecessor-version":[{"id":12739,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6252\/revisions\/12739"}],"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=6252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}