{"id":6436,"date":"2025-06-02T14:59:17","date_gmt":"2025-06-04T07:23:16","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6436"},"modified":"2025-06-04T14:59:17","modified_gmt":"2025-06-04T07:23:16","slug":"%e4%ba%86%e8%a7%a3%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8python%e4%b8%ad%e7%9a%84adxchannel%e6%8c%87%e6%a8%99%e9%80%b2%e8%a1%8c%e4%ba%a4%e6%98%93","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e4%ba%86%e8%a7%a3%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8python%e4%b8%ad%e7%9a%84adxchannel%e6%8c%87%e6%a8%99%e9%80%b2%e8%a1%8c%e4%ba%a4%e6%98%93\/","title":{"rendered":"\u5229\u7528Python\u5be6\u73fe2025\u6700\u65b0\u7684\u5e73\u5747\u8da8\u5411\u6307\u6578\u901a\u9053(ADX Channel)\u4ea4\u6613\u6307\u6a19"},"content":{"rendered":"

<\/p>\n

\u5229\u7528Python\u5be6\u73fe2025\u6700\u65b0\u7684\u5e73\u5747\u8da8\u5411\u6307\u6578\u901a\u9053(ADX Channel)\u4ea4\u6613\u6307\u6a19<\/h1>\n

\u5e73\u5747\u8da8\u5411\u6307\u6578\u901a\u9053(ADX Channel)\u662f\u4e00\u7a2e\u5ee3\u6cdb\u4f7f\u7528\u7684\u6280\u8853\u5206\u6790\u6307\u6a19\uff0c\u65e8\u5728\u5e6b\u52a9\u6295\u8cc7\u8005\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\u548c\u65b9\u5411\uff0c\u5f9e\u800c\u63d0\u4f9b\u66f4\u597d\u7684\u4ea4\u6613\u6a5f\u6703\u3002\u672c\u6587\u5c07\u6df1\u5165\u63a2\u8a0eADX Channel\u7684\u57fa\u672c\u6982\u5ff5\u3001\u4f7f\u7528\u6642\u6a5f\uff0c\u4e26\u5c55\u793a\u5982\u4f55\u4f7f\u7528Python\u4f86\u5be6\u73fe\u9019\u4e00\u6307\u6a19\u3002<\/p>\n

\u4ec0\u9ebc\u662fADX Channel\uff1f<\/h2>\n

ADX Channel\u7531\u4e09\u500b\u4e3b\u8981\u6307\u6a19\u7d44\u6210\uff1a\u5e73\u5747\u8da8\u5411\u6307\u6578(ADX)\u3001\u6b63\u8da8\u5411\u6307\u6a19(+DI)\u548c\u8ca0\u8da8\u5411\u6307\u6a19(-DI)\u3002\u9019\u4e9b\u6307\u6a19\u7531Welles Wilder\u65bc1978\u5e74\u5728\u5176\u8457\u4f5c\u300a\u65b0\u6280\u8853\u4ea4\u6613\u7cfb\u7d71\u300b\u4e2d\u9996\u6b21\u63d0\u51fa\u3002\u4ee5\u4e0b\u662f\u5404\u6307\u6a19\u7684\u7c21\u8981\u4ecb\u7d39\uff1a<\/p>\n

– **ADX\u6307\u6a19**\uff1a\u8861\u91cf\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\uff0c\u6578\u503c\u7bc4\u570d\u901a\u5e38\u57280\u5230100\u4e4b\u9593\u3002
\n– **+DI\u6307\u6a19**\uff1a\u8861\u91cf\u4e0a\u5347\u8da8\u52e2\u7684\u5f37\u5ea6\u3002
\n– **-DI\u6307\u6a19**\uff1a\u8861\u91cf\u4e0b\u964d\u8da8\u52e2\u7684\u5f37\u5ea6\u3002<\/p>\n

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

\u5408\u7406\u4f7f\u7528ADX Channel\u53ef\u4ee5\u5e6b\u52a9\u4ea4\u6613\u8005\u8b58\u5225\u9032\u5834\u548c\u51fa\u5834\u7684\u6700\u4f73\u6642\u6a5f\u3002\u4ee5\u4e0b\u70ba\u5177\u9ad4\u7684\u4f7f\u7528\u5efa\u8b70\uff1a<\/p>\n

1. **\u7576ADX\u6307\u6a19\u5927\u65bc20**\uff1a\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f37\uff0c\u6b64\u6642\u53ef\u8003\u616e\u9032\u884c\u4ea4\u6613\u3002
\n – \u5982\u679c+DI\u6307\u6a19\u5927\u65bc-DI\u6307\u6a19\uff0c\u5247\u8868\u660e\u5e02\u5834\u8da8\u52e2\u5411\u4e0a\uff0c\u9069\u5408\u505a\u591a\u3002
\n – \u5982\u679c-DI\u6307\u6a19\u5927\u65bc+DI\u6307\u6a19\uff0c\u5247\u8868\u660e\u5e02\u5834\u8da8\u52e2\u5411\u4e0b\uff0c\u9069\u5408\u505a\u7a7a\u3002<\/p>\n

2. **\u7576ADX\u6307\u6a19\u5c0f\u65bc20**\uff1a\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f31\uff0c\u6b64\u6642\u5efa\u8b70\u907f\u514d\u4ea4\u6613\uff0c\u4ee5\u964d\u4f4e\u98a8\u96aa\u3002<\/p>\n

\u4f7f\u7528Python\u5be6\u73feADX Channel<\/h2>\n

\u63a5\u4e0b\u4f86\uff0c\u6211\u5011\u5c07\u4f7f\u7528Python\u4f86\u5be6\u73feADX Channel\u7684\u8a08\u7b97\u904e\u7a0b\uff0c\u4e26\u7e6a\u88fd\u51fa\u76f8\u61c9\u7684\u5716\u8868\u3002\u4ee5\u4e0b\u662f\u5b8c\u6574\u7684\u7a0b\u5f0f\u78bc\u793a\u4f8b\uff1a<\/p>\n

“`python
\nimport pandas as pd
\nimport matplotlib.pyplot as plt<\/p>\n

# \u8b80\u53d6\u8cc7\u6599
\ndf = pd.read_csv(‘data.csv’)<\/p>\n

# \u8a08\u7b97ADX\u6307\u6a19
\ndef calculate_adx(data, period=14):
\n high = data[‘High’]\n low = data[‘Low’]\n close = data[‘Close’]\n

# \u8a08\u7b97TR
\n tr = pd.Series([max(high[i] – low[i], abs(high[i] – close[i – 1]), abs(low[i] – close[i – 1])) for i in range(1, len(data))], index=data.index[1:])<\/p>\n

# \u8a08\u7b97\u6b63\u8ca0\u8da8\u5411
\n up_move = high.diff()
\n down_move = low.diff().abs()<\/p>\n

pos_dm = (up_move.where((up_move > down_move) & (up_move > 0)).fillna(0)).rolling(window=period).sum()
\n neg_dm = (down_move.where((down_move > up_move) & (down_move > 0)).fillna(0)).rolling(window=period).sum()<\/p>\n

# \u8a08\u7b97ADX
\n smoothed_tr = tr.rolling(window=period).sum()
\n smoothed_pos_dm = pos_dm.rolling(window=period).sum()
\n smoothed_neg_dm = neg_dm.rolling(window=period).sum()<\/p>\n

# \u8a08\u7b97+DI, -DI\u548cADX
\n plus_di = 100 * (smoothed_pos_dm \/ smoothed_tr)
\n minus_di = 100 * (smoothed_neg_dm \/ smoothed_tr)
\n adx = 100 * (pd.Series(abs(plus_di – minus_di) \/ (plus_di + minus_di)).rolling(window=period).mean())<\/p>\n

return adx, plus_di, minus_di<\/p>\n

# \u8a08\u7b97\u6307\u6a19
\nadx, plus_di, minus_di = calculate_adx(df)<\/p>\n

# \u7e6a\u88fdADX Channel\u5716\u8868
\nplt.figure(figsize=(10, 6))
\nplt.plot(adx, label=’ADX’, color=’blue’)
\nplt.plot(plus_di, label=’+DI’, color=’green’)
\nplt.plot(minus_di, label=’-DI’, color=’red’)
\nplt.title(‘ADX Channel Indicators’)
\nplt.xlabel(‘Time’)
\nplt.ylabel(‘Indicator Value’)
\nplt.legend()
\nplt.grid()
\nplt.show()
\n“`<\/p>\n

\u4e0a\u8ff0\u7a0b\u5f0f\u78bc\u5be6\u73fe\u4e86ADX Channel\u7684\u8a08\u7b97\uff0c\u4e26\u4f7f\u7528`matplotlib`\u7e6a\u88fd\u4e86\u6307\u6a19\u5716\u8868\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u76f4\u89c0\u5730\u5206\u6790\u5e02\u5834\u8da8\u52e2\u3002<\/p>\n

\u932f\u8aa4\u6392\u9664\u8207\u5ef6\u4f38\u61c9\u7528<\/h2>\n

\u5728\u5be6\u4f5c\u904e\u7a0b\u4e2d\uff0c\u60a8\u53ef\u80fd\u6703\u9047\u5230\u4ee5\u4e0b\u5e38\u898b\u554f\u984c\uff1a<\/p>\n

– **\u8cc7\u6599\u683c\u5f0f\u4e0d\u6b63\u78ba**\uff1a\u78ba\u4fddCSV\u6a94\u6848\u4e2d\u5305\u542b\u6b63\u78ba\u7684`High`\u3001`Low`\u548c`Close`\u5217\uff0c\u4e14\u683c\u5f0f\u5fc5\u9808\u6b63\u78ba\u3002
\n– **\u5716\u8868\u4e0d\u986f\u793a**\uff1a\u78ba\u8a8d`matplotlib`\u5eab\u5df2\u6b63\u78ba\u5b89\u88dd\uff0c\u4e26\u5728Jupyter Notebook\u6216Python\u74b0\u5883\u4e2d\u904b\u884c\u3002<\/p>\n

\u5ef6\u4f38\u61c9\u7528\u65b9\u9762\uff0cADX Channel\u4e5f\u53ef\u4ee5\u8207\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u4f8b\u5982\u79fb\u52d5\u5e73\u5747\u7dda\uff0c\u4ee5\u589e\u5f37\u4ea4\u6613\u7b56\u7565\u7684\u6709\u6548\u6027\u3002<\/p>\n

\u7d50\u8ad6<\/h2>\n

ADX Channel\u662f\u4e00\u7a2e\u5f37\u5927\u7684\u6280\u8853\u5206\u6790\u5de5\u5177\uff0c\u80fd\u5920\u5e6b\u52a9\u4ea4\u6613\u8005\u5224\u65b7\u5e02\u5834\u8da8\u52e2\u7684\u5f37\u5ea6\u548c\u65b9\u5411\u3002\u672c\u6587\u63d0\u4f9b\u4e862025\u5e74\u6700\u65b0\u7684Python\u5be6\u4f5c\u7bc4\u4f8b\uff0c\u5e6b\u52a9\u60a8\u5728\u5be6\u969b\u4ea4\u6613\u4e2d\u61c9\u7528\u9019\u4e00\u6307\u6a19\u3002\u82e5\u60f3\u9032\u4e00\u6b65\u5b78\u7fd2Python\u5728\u91d1\u878d\u4ea4\u6613\u4e2d\u7684\u61c9\u7528\uff0c\u60a8\u53ef\u4ee5\u53c3\u8003\u9019\u7bc7[Python\u91d1\u878d\u4ea4\u6613\u6559\u5b78](https:\/\/vocus.cc\/article\/60a1234567890)\u4ee5\u7372\u53d6\u66f4\u591a\u8cc7\u8a0a\u3002<\/p>\n

Q&A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n

**Q1: ADX\u6307\u6a19\u7684\u6700\u4f73\u4f7f\u7528\u7bc4\u570d\u662f\u4ec0\u9ebc\u6642\u5019\uff1f**
\nA1: \u4e00\u822c\u5efa\u8b70\u5728ADX\u6307\u6a19\u5927\u65bc20\u6642\u9032\u884c\u4ea4\u6613\uff0c\u56e0\u70ba\u9019\u8868\u793a\u5e02\u5834\u8da8\u52e2\u8f03\u5f37\u3002<\/p>\n

**Q2: \u5982\u4f55\u9078\u64c7\u6700\u4f73\u7684\u8a08\u7b97\u5468\u671f\uff1f**
\nA2: \u5e38\u7528\u7684\u8a08\u7b97\u5468\u671f\u70ba14\u5929\uff0c\u4f46\u60a8\u53ef\u4ee5\u6839\u64da\u81ea\u8eab\u7684\u4ea4\u6613\u7b56\u7565\u9032\u884c\u8abf\u6574\u3002<\/p>\n

**Q3: \u54ea\u4e9b\u5176\u4ed6\u6307\u6a19\u53ef\u4ee5\u8207ADX\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff1f**
\nA3: ADX\u53ef\u4ee5\u8207\u79fb\u52d5\u5e73\u5747\u7dda\u3001\u76f8\u5c0d\u5f37\u5f31\u6307\u6a19(RSI)\u7b49\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u4ee5\u589e\u52a0\u4ea4\u6613\u4fe1\u865f\u7684\u6e96\u78ba\u6027\u3002
\n—<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6458\u8981\uff1aADXChannel\u6307\u6a19\u662f\u4e00\u7a2e\u57fa\u65bc\u5e73\u5747\u8da8\u5411\u6307\u6578\u7684\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\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528Python\u4e2d\u7684ADXChannel\u6307\u6a19\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528\u5b83\u4f86\u63d0\u9ad8\u4ea4\u6613\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-6436","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\/pcFK27-1FO","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6436","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=6436"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6436\/revisions"}],"predecessor-version":[{"id":12701,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6436\/revisions\/12701"}],"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=6436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}