{"id":6434,"date":"2025-05-28T14:30:52","date_gmt":"2025-06-04T07:22:51","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6434"},"modified":"2025-06-04T14:30:52","modified_gmt":"2025-06-04T07:22:51","slug":"%e5%88%a9%e7%94%a8adxsignal%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%a8adxsignal%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":"\u5982\u4f55\u4f7f\u7528 Python \u8a08\u7b97 ADX Signal \u6307\u6a19\uff1a2025 \u6700\u65b0\u6559\u5b78\u8207\u7bc4\u4f8b"},"content":{"rendered":"

<\/p>\n

\u5982\u4f55\u4f7f\u7528 Python \u8a08\u7b97 ADX Signal \u6307\u6a19\uff1a2025 \u6700\u65b0\u6559\u5b78\u8207\u7bc4\u4f8b<\/h1>\n

\u5e73\u5747\u8da8\u5411\u6307\u6578\u4fe1\u865f\uff08ADX Signal\uff09\u662f\u4e00\u7a2e\u5ee3\u6cdb\u61c9\u7528\u65bc\u91d1\u878d\u5e02\u5834\u7684\u4ea4\u6613\u6307\u6a19\uff0c\u65e8\u5728\u5e6b\u52a9\u6295\u8cc7\u8005\u6709\u6548\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u4e26\u6355\u6349\u6f5b\u5728\u7684\u4ea4\u6613\u6a5f\u6703\u3002\u9019\u500b\u6307\u6a19\u6e90\u81ea\u65bc J. Welles Wilder \u7684\u7814\u7a76\uff0c\u80fd\u5920\u5e6b\u52a9\u4ea4\u6613\u8005\u8b58\u5225\u5e02\u5834\u7684\u8da8\u52e2\u6027\uff0c\u4e26\u5728\u8da8\u52e2\u660e\u986f\u6642\u9032\u884c\u4ea4\u6613\u3002<\/p>\n

### ADX Signal \u7684\u4f7f\u7528\u6642\u6a5f<\/p>\n

ADX Signal \u901a\u5e38\u5728\u4ee5\u4e0b\u60c5\u6cc1\u4e0b\u4f7f\u7528\uff1a<\/p>\n

– **\u5e02\u5834\u8da8\u52e2\u660e\u986f\u6642**\uff1a\u7576 ADX \u503c\u5927\u65bc 20 \u6642\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u5f37\u52c1\uff0c\u6295\u8cc7\u8005\u61c9\u8003\u616e\u9032\u884c\u4ea4\u6613\u3002
\n– **\u5e02\u5834\u8da8\u52e2\u4e0d\u660e\u986f\u6642**\uff1a\u7576 ADX \u503c\u5c0f\u65bc 20 \u6642\uff0c\u5efa\u8b70\u6295\u8cc7\u8005\u6e1b\u5c11\u4ea4\u6613\u6d3b\u52d5\uff0c\u56e0\u70ba\u5e02\u5834\u6ce2\u52d5\u6027\u8f03\u4f4e\u3002<\/p>\n

### \u4f7f\u7528 Python \u8a08\u7b97 ADX Signal \u7684\u7bc4\u4f8b<\/p>\n

\u4ee5\u4e0b\u662f\u4f7f\u7528 Python \u8a08\u7b97 ADX Signal \u7684\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\u3002\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5c07\u5e6b\u52a9\u60a8\u7406\u89e3\u5982\u4f55\u5f9e\u80a1\u50f9\u6578\u64da\u4e2d\u8a08\u7b97 ADX \u503c\u3002<\/p>\n

“`python
\nimport numpy as np<\/p>\n

# \u8a08\u7b97\u6536\u76e4\u50f9\u7684\u6f32\u8dcc\u5e45
\nclose = np.array([10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20])
\nchange = close[1:] – close[:-1]\n

# \u8a08\u7b97\u6f32\u8dcc\u5e45\u7684\u7d55\u5c0d\u503c
\nabs_change = np.abs(change)<\/p>\n

# \u8a08\u7b97\u6f32\u8dcc\u5e45\u7684\u79fb\u52d5\u5e73\u5747
\nma_change = np.mean(abs_change[-5:]) # \u53d6\u6700\u8fd15\u5929\u7684\u5e73\u5747<\/p>\n

# \u8a08\u7b97\u6f32\u8dcc\u5e45\u7684\u79fb\u52d5\u6a19\u6e96\u5dee
\nstd_change = np.std(abs_change[-5:]) # \u53d6\u6700\u8fd15\u5929\u7684\u6a19\u6e96\u5dee<\/p>\n

# \u8a08\u7b97 ADX Signal
\nadx_signal = ma_change \/ std_change if std_change != 0 else 0<\/p>\n

print(f”\u8a08\u7b97\u51fa\u7684 ADX Signal \u503c\u70ba: {adx_signal}”)
\n“`<\/p>\n

### \u932f\u8aa4\u6392\u9664<\/p>\n

\u5728\u904b\u884c\u7a0b\u5f0f\u78bc\u6642\uff0c\u60a8\u53ef\u80fd\u6703\u9047\u5230\u4ee5\u4e0b\u932f\u8aa4\uff1a<\/p>\n

– **IndexError**\uff1a\u78ba\u4fdd\u60a8\u63d0\u4f9b\u7684 `close` \u6578\u7d44\u6709\u8db3\u5920\u7684\u6578\u64da\uff0c\u81f3\u5c11\u9700\u8981 5 \u500b\u6578\u64da\u9ede\u624d\u80fd\u8a08\u7b97\u79fb\u52d5\u5e73\u5747\u548c\u6a19\u6e96\u5dee\u3002
\n– **ZeroDivisionError**\uff1a\u5728\u8a08\u7b97 ADX \u503c\u6642\uff0c\u82e5\u6a19\u6e96\u5dee\u70ba 0\uff0c\u9700\u9032\u884c\u8655\u7406\u4ee5\u907f\u514d\u9664\u4ee5\u96f6\u7684\u932f\u8aa4\u3002<\/p>\n

### \u5ef6\u4f38\u61c9\u7528<\/p>\n

\u60a8\u53ef\u4ee5\u5c07 ADX Signal \u8207\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u4f8b\u5982\u76f8\u5c0d\u5f37\u5f31\u6307\u6a19\uff08RSI\uff09\u6216\u79fb\u52d5\u5e73\u5747\u7dda\uff08MA\uff09\uff0c\u4ee5\u589e\u5f37\u4ea4\u6613\u6c7a\u7b56\u7684\u6e96\u78ba\u6027\u3002<\/p>\n

\u901a\u904e\u4f7f\u7528 ADX Signal\uff0c\u6295\u8cc7\u8005\u80fd\u5920\u66f4\u6709\u6548\u5730\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u4e26\u63d0\u4f9b\u66f4\u591a\u7684\u4ea4\u6613\u6a5f\u6703\u3002<\/p>\n

\u5982\u9700\u66f4\u6df1\u5165\u7684 Python \u7a0b\u5f0f\u6559\u5b78\uff0c\u6b61\u8fce\u53c3\u8003 [Vocus](https:\/\/vocus.cc) \u6216 [Miner](https:\/\/miner.tw)\u3002<\/p>\n

### Q&A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/p>\n

**Q1: ADX \u503c\u7684\u7bc4\u570d\u662f\u591a\u5c11\uff1f**
\nA1: ADX \u503c\u7bc4\u570d\u5f9e 0 \u5230 100\uff0c\u503c\u8d8a\u9ad8\uff0c\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8d8a\u5f37\u3002<\/p>\n

**Q2: \u5982\u4f55\u89e3\u91cb ADX \u503c\u7684\u8b8a\u5316\uff1f**
\nA2: ADX \u503c\u4f4e\u65bc 20 \u8868\u793a\u5e02\u5834\u6c92\u6709\u660e\u986f\u8da8\u52e2\uff0c\u800c\u9ad8\u65bc 20 \u5247\u8868\u793a\u5e02\u5834\u8da8\u52e2\u660e\u986f\u3002<\/p>\n

**Q3: \u53ef\u4ee5\u4f7f\u7528\u54ea\u4e9b\u5176\u4ed6\u6307\u6a19\u8207 ADX Signal \u7d50\u5408\uff1f**
\nA3: \u53ef\u8003\u616e\u7d50\u5408 RSI\u3001MACD \u6216\u5e03\u6797\u5e36\u7b49\u6307\u6a19\uff0c\u4ee5\u7372\u5f97\u66f4\u5168\u9762\u7684\u5e02\u5834\u5206\u6790\u3002<\/p>\n

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

\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39ADXSignal\u6307\u6a19\uff0c\u8a73\u7d30\u89e3\u91cb\u5b83\u7684\u4ea4\u6613\u6642\u6a5f\uff0c\u4e26\u63d0\u4f9bPython\u7bc4\u4f8b\u4f86\u6f14\u793a\u5982\u4f55\u4f7f\u7528\u5b83\u3002\u672c\u6587\u5c07\u70ba\u60a8\u63d0\u4f9b\u6709\u95dcADXSignal\u6307\u6a19\u7684\u6709\u7528\u4fe1\u606f\uff0c\u4ee5\u4fbf\u60a8\u80fd\u5920\u66f4\u597d\u5730\u4e86\u89e3\u5b83\uff0c\u4e26\u66f4\u6709\u6548\u5730\u5229\u7528\u5b83\u4f86\u63d0\u9ad8\u6295\u8cc7\u6536\u76ca\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-6434","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\/pcFK27-1FM","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6434","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=6434"}],"version-history":[{"count":1,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6434\/revisions"}],"predecessor-version":[{"id":6435,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6434\/revisions\/6435"}],"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=6434"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6434"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}