{"id":6400,"date":"2025-05-31T14:38:26","date_gmt":"2025-06-04T07:08:25","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6400"},"modified":"2025-06-04T14:38:26","modified_gmt":"2025-06-04T07:08:25","slug":"%e5%88%a9%e7%94%a8%e5%b8%8c%e7%88%be%e8%b6%a8%e5%90%91%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9ecciecho%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e6%99%82%e6%a9%9f%e8%88%87python%e7%af%84","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%88%a9%e7%94%a8%e5%b8%8c%e7%88%be%e8%b6%a8%e5%90%91%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9ecciecho%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e6%99%82%e6%a9%9f%e8%88%87python%e7%af%84\/","title":{"rendered":"2025 \u6700\u65b0\u7248\uff1a\u5229\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo) \u4ea4\u6613\u6307\u6a19\u7684\u6642\u6a5f\u8207 Python \u5be6\u4f5c\u7bc4\u4f8b"},"content":{"rendered":"

<\/p>\n

2025 \u6700\u65b0\u7248\uff1a\u4f7f\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo) \u4ea4\u6613\u6307\u6a19\u7684\u6642\u6a5f\u8207 Python \u5be6\u4f5c\u7bc4\u4f8b<\/h1>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo) \u662f\u4e00\u7a2e\u7528\u65bc\u5206\u6790\u80a1\u7968\u5e02\u5834\u8da8\u52e2\u7684\u6280\u8853\u6307\u6a19\uff0c\u5b83\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u7406\u89e3\u5e02\u5834\u52d5\u614b\uff0c\u4e26\u5236\u5b9a\u66f4\u6709\u6548\u7684\u4ea4\u6613\u7b56\u7565\u3002\u672c\u6587\u5c07\u5168\u9762\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528 CCI Echo \u6307\u6a19\uff0c\u4e26\u63d0\u4f9b 2025 \u6700\u65b0\u7684 Python \u7a0b\u5f0f\u78bc\u7bc4\u4f8b\uff0c\u5e6b\u52a9\u60a8\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n

\u4ec0\u9ebc\u662f\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo)<\/h2>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo) \u662f\u4e00\u7a2e\u6280\u8853\u6307\u6a19\uff0c\u57fa\u65bc\u5e0c\u723e\u8da8\u5411\u6307\u6a19 (CCI)\uff0c\u4f46\u5b83\u4f7f\u7528\u4e86\u5ef6\u9072\u7684 CCI \u503c\uff0c\u4ee5\u66f4\u597d\u5730\u6355\u6349\u5e02\u5834\u8da8\u52e2\u3002CCI Echo \u6307\u6a19\u7684\u8a08\u7b97\u65b9\u5f0f\u5982\u4e0b\uff1a<\/p>\n

1. \u8a08\u7b97\u7576\u524d\u7684 CCI \u503c\u3002
\n2. \u8a08\u7b97\u5ef6\u9072\u7684 CCI \u503c\u3002
\n3. \u4f7f\u7528\u516c\u5f0f\u8a08\u7b97 CCI Echo \u6307\u6a19\uff1a\u5c07\u7576\u524d CCI \u503c\u8207\u5ef6\u9072\u7684 CCI \u503c\u76f8\u6e1b\uff0c\u7136\u5f8c\u5c07\u7d50\u679c\u9664\u4ee5\u5ef6\u9072\u7684 CCI \u503c\u3002<\/p>\n

CCI Echo \u6307\u6a19\u7684\u503c\u53ef\u7528\u65bc\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff1a\u7576\u6307\u6a19\u503c\u5927\u65bc 0 \u6642\uff0c\u8868\u793a\u5e02\u5834\u4e0a\u6f32\uff1b\u7576\u6307\u6a19\u503c\u5c0f\u65bc 0 \u6642\uff0c\u5247\u8868\u793a\u5e02\u5834\u4e0b\u8dcc\u3002<\/p>\n

\u4f7f\u7528 CCI Echo \u6307\u6a19\u7684\u6642\u6a5f<\/h2>\n

CCI Echo \u6307\u6a19\u53ef\u5e6b\u52a9\u5224\u65b7\u5e02\u5834\u8da8\u52e2\uff0c\u9032\u800c\u6c7a\u5b9a\u4f55\u6642\u9032\u884c\u4ea4\u6613\uff1a<\/p>\n

– \u7576 CCI Echo \u6307\u6a19\u503c\u5927\u65bc 0 \u6642\uff0c\u8868\u793a\u5e02\u5834\u6b63\u5728\u4e0a\u6f32\uff0c\u53ef\u4ee5\u8003\u616e\u8cb7\u5165\u80a1\u7968\u3002
\n– \u7576 CCI Echo \u6307\u6a19\u503c\u5c0f\u65bc 0 \u6642\uff0c\u5247\u8868\u793a\u5e02\u5834\u6b63\u5728\u4e0b\u8dcc\uff0c\u53ef\u4ee5\u8003\u616e\u8ce3\u51fa\u80a1\u7968\u3002
\n– \u5982\u679c CCI Echo \u6307\u6a19\u503c\u7531\u6b63\u8b8a\u8ca0\uff0c\u5247\u53ef\u80fd\u51fa\u73fe\u5e02\u5834\u8f49\u6298\uff0c\u61c9\u8003\u616e\u8ce3\u51fa\u3002
\n– \u5982\u679c\u6307\u6a19\u503c\u7531\u8ca0\u8b8a\u6b63\uff0c\u5247\u53ef\u80fd\u51fa\u73fe\u5e02\u5834\u8f49\u6298\uff0c\u61c9\u8003\u616e\u8cb7\u5165\u3002<\/p>\n

\u4f7f\u7528 Python \u7a0b\u5f0f\u78bc\u5be6\u73fe CCI Echo \u6307\u6a19<\/h2>\n

\u4ee5\u4e0b\u662f\u4f7f\u7528 Python \u5be6\u4f5c CCI Echo \u6307\u6a19\u7684\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff1a<\/p>\n

“`python
\n# \u5f15\u5165\u6240\u9700\u7684\u6a21\u7d44
\nimport numpy as np<\/p>\n

# \u8a08\u7b97 CCI Echo \u6307\u6a19
\ndef cci_echo(close_prices, n, delay):
\n # \u8a08\u7b97 CCI
\n cci = (np.mean(close_prices[-n:]) – np.mean(close_prices[-n:])) \/ np.std(close_prices[-n:])<\/p>\n

# \u8a08\u7b97\u5ef6\u9072\u7684 CCI
\n cci_delay = (np.mean(close_prices[-n-delay:-delay]) – np.mean(close_prices[-n-delay:-delay])) \/ np.std(close_prices[-n-delay:-delay])<\/p>\n

# \u8a08\u7b97 CCI Echo \u6307\u6a19
\n cci_echo_value = (cci – cci_delay) \/ cci_delay if cci_delay != 0 else 0 # \u9632\u6b62\u9664\u4ee5\u96f6<\/p>\n

return cci_echo_value<\/p>\n

# \u7bc4\u4f8b\u6578\u64da (\u9700\u66ff\u63db\u70ba\u5be6\u969b\u6536\u76e4\u50f9\u6578\u64da)
\nclose_prices = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\nn = 5 # \u8a08\u7b97 CCI \u7684\u6642\u9593\u7a97\u53e3
\ndelay = 2 # \u5ef6\u9072\u7684\u6642\u9593\u7a97\u53e3
\nprint(cci_echo(close_prices, n, delay))
\n“`<\/p>\n

\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5c07\u8a08\u7b97 CCI Echo \u6307\u6a19\uff0c\u60a8\u53ef\u4ee5\u6839\u64da\u5be6\u969b\u9700\u8981\u8abf\u6574 `n` \u548c `delay` \u7684\u53c3\u6578\u3002<\/p>\n

\u7e3d\u7d50<\/h2>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e (CCI Echo) \u662f\u4e00\u7a2e\u6709\u6548\u7684\u6280\u8853\u6307\u6a19\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u5206\u6790\u80a1\u7968\u5e02\u5834\u8da8\u52e2\u3002\u900f\u904e\u672c\u6587\u4ecb\u7d39\u7684 Python \u7a0b\u5f0f\u78bc\uff0c\u60a8\u53ef\u4ee5\u8f15\u9b06\u5be6\u73fe CCI Echo \u6307\u6a19\uff0c\u9032\u800c\u505a\u51fa\u66f4\u660e\u667a\u7684\u4ea4\u6613\u6c7a\u7b56\u3002\u6b32\u4e86\u89e3\u66f4\u591a Python \u76f8\u95dc\u6559\u5b78\uff0c\u6b61\u8fce\u53c3\u8003\u6211\u5011\u7684 [vocus.cc \u6559\u5b78\u6587](https:\/\/vocus.cc) \u6216 [miner.tw \u6559\u5b78\u6587](https:\/\/miner.tw)\u3002<\/p>\n

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

**Q1: CCI Echo \u6307\u6a19\u7684\u6e96\u78ba\u6027\u5982\u4f55\uff1f**
\nA1: CCI Echo \u6307\u6a19\u7684\u6e96\u78ba\u6027\u53d6\u6c7a\u65bc\u5e02\u5834\u72c0\u6cc1\u8207\u53c3\u6578\u8a2d\u5b9a\uff0c\u5efa\u8b70\u5728\u5be6\u969b\u4ea4\u6613\u524d\u9032\u884c\u56de\u6e2c\u3002<\/p>\n

**Q2: \u5982\u4f55\u9078\u64c7 CCI \u7684\u6642\u9593\u7a97\u53e3 n\uff1f**
\nA2: \u4e00\u822c\u4f86\u8aaa\uff0c\u8f03\u77ed\u7684\u6642\u9593\u7a97\u53e3\u80fd\u63d0\u4f9b\u66f4\u53ca\u6642\u7684\u4fe1\u865f\uff0c\u800c\u8f03\u9577\u7684\u7a97\u53e3\u53ef\u63d0\u4f9b\u66f4\u7a69\u5b9a\u7684\u8da8\u52e2\u5224\u65b7\uff0c\u5177\u9ad4\u9078\u64c7\u53ef\u6839\u64da\u60a8\u7684\u4ea4\u6613\u7b56\u7565\u8abf\u6574\u3002<\/p>\n

**Q3: CCI Echo \u6307\u6a19\u662f\u5426\u53ef\u4ee5\u8207\u5176\u4ed6\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff1f**
\nA3: \u662f\u7684\uff0cCCI Echo \u53ef\u4ee5\u8207\u5176\u4ed6\u6280\u8853\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u4ee5\u589e\u5f37\u4ea4\u6613\u7b56\u7565\u7684\u6709\u6548\u6027\uff0c\u5efa\u8b70\u9032\u884c\u591a\u6307\u6a19\u5206\u6790\u4ee5\u7372\u5f97\u66f4\u5168\u9762\u7684\u5e02\u5834\u89c0\u5bdf\u3002<\/p>\n

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

\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u5229\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e(CCIEcho)\u4ea4\u6613\u6307\u6a19\uff0c\u4ee5\u53ca\u5728Python\u4e2d\u4f7f\u7528\u5b83\u7684\u6642\u6a5f\u8207\u7bc4\u4f8b\u3002\u9019\u500b\u6307\u6a19\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u66f4\u6709\u6548\u5730\u6295\u8cc7\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-6400","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\/pcFK27-1Fe","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6400","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=6400"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6400\/revisions"}],"predecessor-version":[{"id":12713,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6400\/revisions\/12713"}],"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=6400"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6400"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6400"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}