{"id":6054,"date":"2025-06-02T15:51:21","date_gmt":"2025-06-04T08:07:21","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6054"},"modified":"2025-06-04T15:51:21","modified_gmt":"2025-06-04T08:07:21","slug":"%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e4%b8%ad%e7%9a%84%e5%b8%83%e6%9e%97%e5%b8%b6%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%ad%b8%e7%bf%92%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e4%b8%ad%e7%9a%84%e5%b8%83%e6%9e%97%e5%b8%b6%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99\/","title":{"rendered":"2025 \u6700\u65b0 Python \u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u6559\u5b78\uff1a\u8a08\u7b97\u8207\u5be6\u4f5c\u7bc4\u4f8b"},"content":{"rendered":"

<\/p>\n

2025 \u6700\u65b0 Python \u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u6559\u5b78\uff1a\u8a08\u7b97\u8207\u5be6\u4f5c\u7bc4\u4f8b<\/h1>\n

\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u662f\u4e00\u7a2e\u6d41\u884c\u7684\u6280\u8853\u5206\u6790\u5de5\u5177\uff0c\u5b83\u80fd\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u6e96\u78ba\u5730\u5224\u65b7\u80a1\u7968\u50f9\u683c\u7684\u8d70\u52e2\u3002\u9019\u4e00\u6307\u6a19\u7531\u7f8e\u570b\u6295\u8cc7\u5b78\u5bb6 John Bollinger \u572820\u4e16\u7d0080\u5e74\u4ee3\u63d0\u51fa\uff0c\u57fa\u65bc\u80a1\u7968\u50f9\u683c\u5728\u4e00\u5b9a\u7bc4\u570d\u5167\u6ce2\u52d5\u7684\u539f\u7406\uff0c\u5e03\u6797\u5e36\u7684\u8a2d\u8a08\u65e8\u5728\u5e6b\u52a9\u6295\u8cc7\u8005\u8b58\u5225\u6f5b\u5728\u7684\u5e02\u5834\u6a5f\u6703\u3002<\/p>\n

\u5e03\u6797\u5e36\u6307\u6a19\u7531\u5169\u689d\u5747\u7dda\u548c\u4e0a\u4e0b\u5e03\u6797\u5e36\u7d44\u6210\u3002\u5747\u7dda\u4ee3\u8868\u904e\u53bb\u4e00\u6bb5\u6642\u9593\u5167\u7684\u80a1\u7968\u50f9\u683c\u5e73\u5747\uff0c\u800c\u5e03\u6797\u5e36\u5247\u662f\u5728\u5747\u7dda\u4e0a\u4e0b\u5404\u52a0\u4e0a\u4e00\u5b9a\u7684\u6a19\u6e96\u5dee\uff0c\u4ee5\u8868\u793a\u80a1\u7968\u50f9\u683c\u7684\u6ce2\u52d5\u7bc4\u570d\u3002<\/p>\n

\u4f7f\u7528\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u7684\u6642\u6a5f<\/h2>\n

1. **\u4e0a\u5347\u8da8\u52e2\u5224\u65b7**\uff1a
\n – \u7576\u80a1\u7968\u50f9\u683c\u8d85\u904e\u4e0a\u8f68\u7dda\u6642\uff0c\u9019\u901a\u5e38\u8868\u793a\u5e02\u5834\u904e\u71b1\uff0c\u53ef\u80fd\u6703\u51fa\u73fe\u56de\u8abf\uff0c\u6b64\u6642\u53ef\u8003\u616e\u8ce3\u51fa\u3002<\/p>\n

2. **\u4e0b\u964d\u8da8\u52e2\u5224\u65b7**\uff1a
\n – \u7576\u80a1\u7968\u50f9\u683c\u4f4e\u65bc\u4e0b\u8f68\u7dda\u6642\uff0c\u9019\u53ef\u80fd\u662f\u5e02\u5834\u904e\u51b7\u7684\u4fe1\u865f\uff0c\u53ef\u80fd\u6703\u51fa\u73fe\u53cd\u5f48\uff0c\u6b64\u6642\u53ef\u8003\u616e\u8cb7\u5165\u3002<\/p>\n

3. **\u5e73\u7a69\u8da8\u52e2\u50c5\u4f5c\u53c3\u8003**\uff1a
\n – \u7576\u50f9\u683c\u5728\u5e03\u6797\u5e36\u5167\u6ce2\u52d5\u6642\uff0c\u5247\u8868\u660e\u5e02\u5834\u8655\u65bc\u76f8\u5c0d\u5e73\u7a69\u7684\u72c0\u614b\uff0c\u5efa\u8b70\u89c0\u671b\u3002<\/p>\n

Python \u7bc4\u4f8b\uff1a\u8a08\u7b97\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19<\/h2>\n

\u4ee5\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528 Python \u7a0b\u5f0f\u78bc\u8a08\u7b97\u5e03\u6797\u5e36\u7684\u7bc4\u4f8b\uff0c\u9069\u5408\u7528\u65bc\u521d\u5b78\u8005\u548c\u9032\u968e\u7528\u6236\uff1a<\/p>\n

“`python
\nimport numpy as np<\/p>\n

# \u8a2d\u5b9a\u80a1\u7968\u50f9\u683c\u6578\u64da\uff08\u6b64\u8655\u50c5\u70ba\u793a\u7bc4\uff0c\u5be6\u969b\u61c9\u4f7f\u7528\u6b77\u53f2\u6578\u64da\uff09
\nprices = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]\n

# \u8a08\u7b9720\u65e5\u79fb\u52d5\u5e73\u5747
\nsma20 = np.mean(prices[-20:])<\/p>\n

# \u8a08\u7b9720\u65e5\u6a19\u6e96\u5dee
\nstd20 = np.std(prices[-20:])<\/p>\n

# \u8a08\u7b97\u5e03\u6797\u5e36\u4e0a\u8f68\u7dda
\nupper_band = sma20 + (std20 * 2)<\/p>\n

# \u8a08\u7b97\u5e03\u6797\u5e36\u4e0b\u8f68\u7dda
\nlower_band = sma20 – (std20 * 2)<\/p>\n

print(“\u4e0a\u8f68\u7dda\uff1a”, upper_band)
\nprint(“\u4e0b\u8f68\u7dda\uff1a”, lower_band)
\n“`<\/p>\n

\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5c55\u793a\u4e86\u5982\u4f55\u8a08\u7b97\u5e03\u6797\u5e36\u7684\u4e0a\u8f68\u7dda\u8207\u4e0b\u8f68\u7dda\uff0c\u5e6b\u52a9\u60a8\u5728\u5206\u6790\u80a1\u7968\u8d70\u52e2\u6642\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002<\/p>\n

\u932f\u8aa4\u6392\u9664<\/h2>\n

– **\u6578\u64da\u4e0d\u8db3**\uff1a\u78ba\u4fdd\u60a8\u6709\u8db3\u5920\u7684\u6b77\u53f2\u6578\u64da\u4f86\u8a08\u7b97\u79fb\u52d5\u5e73\u5747\u8207\u6a19\u6e96\u5dee\uff0c\u5426\u5247\u53ef\u80fd\u5c0e\u81f4\u8a08\u7b97\u932f\u8aa4\u3002
\n– **\u7570\u5e38\u503c\u5f71\u97ff**\uff1a\u5728\u8a08\u7b97\u6a19\u6e96\u5dee\u6642\uff0c\u6975\u7aef\u503c\u53ef\u80fd\u5f71\u97ff\u7d50\u679c\uff0c\u5efa\u8b70\u904e\u6ffe\u7570\u5e38\u6578\u64da\u3002<\/p>\n

\u5ef6\u4f38\u61c9\u7528<\/h2>\n

– \u60a8\u53ef\u4ee5\u5c07\u5e03\u6797\u5e36\u6307\u6a19\u8207\u5176\u4ed6\u6280\u8853\u6307\u6a19\u7d50\u5408\u4f7f\u7528\uff0c\u4f8b\u5982 RSI\uff08\u76f8\u5c0d\u5f37\u5f31\u6307\u6a19\uff09\uff0c\u4ee5\u7372\u5f97\u66f4\u5168\u9762\u7684\u5e02\u5834\u5206\u6790\u3002<\/p>\n

\u82e5\u60a8\u6709\u8208\u8da3\u6df1\u5165\u5b78\u7fd2 Python \u4ea4\u6613\u6307\u6a19\uff0c\u8acb\u53c3\u8003 [\u9019\u7bc7\u6559\u5b78\u6587\u7ae0](https:\/\/miner.tw\/python-technical-indicators)\u3002<\/p>\n

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

**Q1: \u5e03\u6797\u5e36\u6307\u6a19\u9069\u5408\u6240\u6709\u5e02\u5834\u55ce\uff1f**
\nA1: \u5e03\u6797\u5e36\u6307\u6a19\u53ef\u7528\u65bc\u5404\u7a2e\u8cc7\u7522\u985e\u5225\uff0c\u5305\u62ec\u80a1\u7968\u3001\u5916\u532f\u548c\u5546\u54c1\uff0c\u4f46\u4e0d\u540c\u5e02\u5834\u7684\u6ce2\u52d5\u6027\u53ef\u80fd\u5f71\u97ff\u5176\u6709\u6548\u6027\u3002<\/p>\n

**Q2: \u5982\u4f55\u9078\u64c7\u5e03\u6797\u5e36\u7684\u53c3\u6578\uff1f**
\nA2: \u5e38\u898b\u7684\u53c3\u6578\u662f20\u65e5\u79fb\u52d5\u5e73\u5747\u82072\u500d\u6a19\u6e96\u5dee\uff0c\u4f46\u60a8\u53ef\u4ee5\u6839\u64da\u81ea\u8eab\u4ea4\u6613\u7b56\u7565\u8abf\u6574\u9019\u4e9b\u53c3\u6578\u3002<\/p>\n

**Q3: \u5e03\u6797\u5e36\u6307\u6a19\u662f\u5426\u9069\u5408\u65b0\u624b\uff1f**
\nA3: \u662f\u7684\uff0c\u5e03\u6797\u5e36\u6307\u6a19\u76f8\u5c0d\u7c21\u55ae\u6613\u61c2\uff0c\u9069\u5408\u65b0\u624b\u5165\u9580\u6280\u8853\u5206\u6790\u3002<\/p>\n

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

\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528Python\u4e2d\u7684\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\uff0c\u8a73\u7d30\u89e3\u91cb\u4e86\u5982\u4f55\u5229\u7528\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u4f86\u5206\u6790\u80a1\u7968\u5e02\u5834\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528Python\u7a0b\u5f0f\u78bc\u4f86\u5be6\u73fe\u5e03\u6797\u5e36\u4ea4\u6613\u6307\u6a19\u7684\u61c9\u7528\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-6054","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\/pcFK27-1zE","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6054","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=6054"}],"version-history":[{"count":1,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6054\/revisions"}],"predecessor-version":[{"id":6055,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6054\/revisions\/6055"}],"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=6054"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6054"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6054"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}