{"id":2162,"date":"2025-04-17T07:41:00","date_gmt":"2025-04-16T23:41:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=2162"},"modified":"2025-03-30T18:29:32","modified_gmt":"2025-03-30T10:29:32","slug":"ai%e7%82%92%e8%82%a1%e5%ae%9e%e6%88%98%ef%bc%9a%e7%94%a8python%e9%87%8f%e5%8c%96%e4%bb%a3%e7%a0%81%e6%8a%93%e8%82%a1%e7%a5%a8%e6%b6%a8%e8%b7%8c%e8%a7%84%e5%be%8b%ef%bc%8c%e5%b0%8f%e7%99%bd%e4%b9%9f","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2025\/04\/17\/ai%e7%82%92%e8%82%a1%e5%ae%9e%e6%88%98%ef%bc%9a%e7%94%a8python%e9%87%8f%e5%8c%96%e4%bb%a3%e7%a0%81%e6%8a%93%e8%82%a1%e7%a5%a8%e6%b6%a8%e8%b7%8c%e8%a7%84%e5%be%8b%ef%bc%8c%e5%b0%8f%e7%99%bd%e4%b9%9f\/","title":{"rendered":"AI\u7092\u80a1\u5b9e\u6218\uff1a\u7528Python\u91cf\u5316\u4ee3\u7801\u6293\u80a1\u7968\u6da8\u8dcc\u89c4\u5f8b\uff0c\u5c0f\u767d\u4e5f\u80fd\u4e0a\u624b"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2025\/03\/600519_top-1.png\" alt=\"\" class=\"wp-image-4732\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"wp-block-verse\"><strong>\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u4eca\u5929\u6211\u7528\u4e00\u4ef6AI\u5de5\u5177\u5e26\u4f60\u770b\u61c2\u80a1\u7968\u7684\u4e94\u5e74\u6da8\u8dcc\u89c4\u5f8b\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u65e0\u9700\u91d1\u878d\u57fa\u7840\uff0c\u4ee3\u7801\u81ea\u52a8\u6807\u6ce8\u80a1\u4ef7\u9ad8\u4f4e\u70b9\u548c\u6ce2\u6d6a\u8d70\u52bf\uff0c\u76f4\u63a5\u544a\u8bc9\u4f60\u54ea\u91cc\u8be5\u4e70\u3001\u54ea\u91cc\u8be5\u5356\u3002<\/mark>\u6587\u4e2d\u5305\u62ec\u53ef\u89c6\u5316\u6848\u4f8b\u5206\u6790\uff0c\u6587\u672b\u9644AI\u5de5\u5177\u7684\u5b8c\u6574\u4ee3\u7801\u3002\u65e0\u8bba\u4f60\u662f\u6295\u8d44\u5c0f\u767d\u8fd8\u662f\u6280\u672f\u5b85\uff0c10\u5206\u949f\u5c31\u80fd\u638c\u63e1\u8fd9\u5957\u4e13\u4e1a\u5206\u6790\u6cd5\uff01<\/pre>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001\u7528\u4ee3\u7801\u9884\u6d4b\u80a1\u4ef7\uff1fAI\u4e5f\u8bb8\u80fd\u505a\u5230\uff01<\/strong><\/h2>\n\n\n\n<p>\u5f88\u591a\u4eba\u4ee5\u4e3a\u80a1\u7968\u5206\u6790\u9700\u8981\u770b\u8d22\u62a5\u3001\u76ef\u65b0\u95fb\uff0c\u5176\u5b9eAI\u5c31\u80fd\u4ece\u5386\u53f2\u6570\u636e\u4e2d\u53d1\u73b0\u89c4\u5f8b\u3002<\/p>\n\n\n\n<p>\u5c31\u50cf\u4e2d\u56fd\u5e73\u5b89\u8fd15\u5e74\u7684\u8d70\u52bf\uff0c\u7528Python\u4ee3\u7801\u626b\u63cf\u540e\uff0c<strong>\u81ea\u52a8\u6807\u6ce8\u51fa8\u4e2a\u5173\u952e\u8f6c\u6298\u70b9<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2025\/03\/601318-1024x508.png\" alt=\"\" class=\"wp-image-4728\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\"><strong>\u81ea\u52a8\u8bc6\u522b\u51fa\u4e2d\u56fd\u5e73\u5b89\u7684\u827e\u7565\u7279\u6ce2\u6d6a\u5173\u952e\u70b9:<\/strong><br>--------------------------------------------------<br>0: \u8d77\u59cb\u70b9 - \u65e5\u671f: 2020-03-23, \u4ef7\u683c: \uffe553.50<br>1: \u6ce2\u6d6a1\u9876\u70b9 - \u65e5\u671f: 2020-12-01, \u4ef7\u683c: \uffe576.96<br>2: \u6ce2\u6d6a2\u4f4e\u70b9 - \u65e5\u671f: 2021-08-18, \u4ef7\u683c: \uffe547.06<br>3: \u6ce2\u6d6a3\u9876\u70b9 - \u65e5\u671f: 2022-02-11, \u4ef7\u683c: \uffe547.45<br>4: \u6ce2\u6d6a4\u4f4e\u70b9 - \u65e5\u671f: 2022-10-31, \u4ef7\u683c: \uffe532.60<br>5: \u6ce2\u6d6a5\u9876\u70b9 - \u65e5\u671f: 2023-05-08, \u4ef7\u683c: \uffe549.53<br>A: \u8c03\u6574\u6d6aA\u4f4e\u70b9 - \u65e5\u671f: 2024-01-10, \u4ef7\u683c: \uffe535.89<br>B: \u8c03\u6574\u6d6aB\u9876\u70b9 - \u65e5\u671f: 2024-05-20, \u4ef7\u683c: \uffe543.14<br>C: \u8c03\u6574\u6d6aC\u4f4e\u70b9 - \u65e5\u671f: 2024-07-08, \u4ef7\u683c: \uffe538.76<\/pre>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u5176\u6838\u5fc3\u539f\u7406<\/strong>\uff1a\u901a\u8fc7\u6781\u503c\u70b9\u8bc6\u522b\u7b97\u6cd5\uff0c\u627e\u5230\u4ef7\u683c\u6ce2\u5cf0\u6ce2\u8c37\uff0c\u518d\u5339\u914d\u7ecf\u5178\u6ce2\u6d6a\u7406\u8bba\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.1 \u4ec0\u4e48\u662f EWO ( Elliott Wave Oscillator )\uff1f<\/strong><\/h3>\n\n\n\n<p><strong>\u7406\u8bba\u8d77\u6e90<\/strong>\uff1a20 \u4e16\u7eaa 30 \u5e74\u4ee3\u5927\u8427\u6761\u65f6\u671f\uff0c\u62c9\u5c14\u592b\u30fb\u7eb3\u5c14\u900a\u30fb\u827e\u7565\u7279\u517b\u75c5\u671f\u95f4\u7814\u7a76\u5e02\u573a\u56fe\u8868\uff0c\u53d1\u73b0\u91d1\u878d\u5e02\u573a\u8fd0\u52a8\u5b58\u5728\u53ef\u9884\u6d4b\u6a21\u5f0f\uff0c\u521b\u7acb\u8be5\u7406\u8bba\u3002<\/p>\n\n\n\n<p>\u7ecf\u8fc7\u5f88\u591a\u5e74\u7684\u53d1\u5c55\uff0c\u57fa\u4e8e\u827e\u7565\u7279\u6ce2\u6d6a\u7406\u8bba\uff0c\u827e\u7565\u7279\u6ce2\u6d6a\u632f\u8361\u5668\uff08Elliott Wave Oscillator\uff09\u6210\u4e3a\u4e86\u4e00\u79cd\u6bd4\u8f83\u6210\u719f\u7684\u6280\u672f\u5206\u6790\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u4ea4\u6613\u8005\u8bc6\u522b\u5e02\u573a\u8d8b\u52bf\u548c\u6f5c\u5728\u7684\u53cd\u8f6c\u70b9\u3002<\/p>\n\n\n\n<p><strong>\u7406\u8bba\u6838\u5fc3<\/strong>\uff1a\u5e02\u573a\u53d7\u6295\u8d44\u8005\u5fc3\u7406\u9a71\u52a8\uff0c\u6309\u53ef\u9884\u6d4b\u5468\u671f\u8fd0\u52a8\uff0c\u5f62\u6210\u4e50\u89c2\u548c\u60b2\u89c2\u60c5\u7eea\u7684\u6ce2\u6d6a\uff0c\u5448\u73b0\u91cd\u590d\u6a21\u5f0f\u3002\u57fa\u672c\u6a21\u5f0f\u7531 5 \u4e2a\u63a8\u52a8\u6d6a\uff08\u4e0e\u8d8b\u52bf\u540c\u5411\uff09\u548c 3 \u4e2a\u8c03\u6574\u6d6a\uff08\u4e0e\u8d8b\u52bf\u53cd\u5411\uff09\u6784\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/12\/image-111.png\" alt=\"\" class=\"wp-image-3405\"\/><\/figure>\n\n\n\n<p>EWO \u901a\u8fc7\u6d4b\u91cf\u5e02\u573a\u7684\u52a8\u91cf\u548c\u6ce2\u52a8\u6027\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u65b9\u5f0f\u6765\u5206\u6790\u4ef7\u683c\u8d70\u52bf\uff0c\u5e76\u5e2e\u52a9\u4ea4\u6613\u8005\u505a\u51fa\u66f4\u660e\u667a\u7684\u4ea4\u6613\u51b3\u7b56\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.2 EWO \u7684\u8ba1\u7b97\u65b9\u6cd5<\/strong><\/h3>\n\n\n\n<p id=\"bh-yszLz4s9AiwX2iS_6q7qx\"><strong>EWO \u7684\u8ba1\u7b97\u516c\u5f0f\u5982\u4e0b\uff1a<\/strong><\/p>\n\n\n\n<ul id=\"bh-no9Kn4wqS3eNt_o2w5tE7\" class=\"wp-block-list\">\n<li>\u8ba1\u7b97 5 \u65e5\u7b80\u5355\u79fb\u52a8\u5e73\u5747\u7ebf\uff08SMA5\uff09\u3002<\/li>\n\n\n\n<li>\u8ba1\u7b97 35 \u65e5\u7b80\u5355\u79fb\u52a8\u5e73\u5747\u7ebf\uff08SMA35\uff09\u3002<\/li>\n\n\n\n<li>EWO = SMA5 &#8211; SMA35\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cEWO \u53ef\u4ee5\u5e2e\u52a9\u4ea4\u6613\u8005\u8bc6\u522b\u5e02\u573a\u7684\u52a8\u91cf\u53d8\u5316\uff0c\u8fdb\u800c\u505a\u51fa\u76f8\u5e94\u7684\u4ea4\u6613\u51b3\u7b56\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/12\/image-110.png\" alt=\"\" class=\"wp-image-3404\"\/><\/figure>\n\n\n\n<p id=\"bh-yszLz4s9AiwX2iS_6q7qx\"><strong>EWO \u7684\u5177\u4f53\u5e94\u7528<\/strong>\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/12\/image-112.png\" alt=\"\" class=\"wp-image-3406\"\/><\/figure>\n\n\n\n<p><strong>EWO<\/strong> \u662f\u4e00\u79cd\u6709\u6548\u7684\u6280\u672f\u5206\u6790\u5de5\u5177\uff0c<strong>\u80fd\u591f\u5e2e\u52a9\u4ea4\u6613\u8005\u8bc6\u522b\u5e02\u573a\u8d8b\u52bf\u548c\u6f5c\u5728\u7684\u53cd\u8f6c\u70b9<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e8c\u3001\u5b9e\u6218\u6848\u4f8b\uff1a\u8305\u53f0\u548c\u7279\u65af\u62c9\u76845\u5e74\u8d70\u52bf\u5168\u89e3\u6790<\/strong><\/h3>\n\n\n\n<p><strong>\u8d35\u5dde\u8305\u53f0\uff08600519\uff09<\/strong>\u8fd15\u5e74\u7684\u8d70\u52bf\uff0c\u7528Python\u4ee3\u7801\u626b\u63cf\u540e\uff0c<strong>\u81ea\u52a8\u6807\u6ce8\u51fa8\u4e2a\u5173\u952e\u8f6c\u6298\u70b9<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2025\/03\/600519-1024x508.png\" alt=\"\" class=\"wp-image-4726\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>\u81ea\u52a8\u8bc6\u522b\u51fa\u7684\u8d35\u5dde\u8305\u53f0\u827e\u7565\u7279\u6ce2\u6d6a\u5173\u952e\u70b9:<\/strong>\n--------------------------------------------------\n0: \u8d77\u59cb\u70b9 - \u65e5\u671f: 2020-03-19, \u4ef7\u683c: \uffe5894.84\n1: \u6ce2\u6d6a1\u9876\u70b9 - \u65e5\u671f: 2021-01-19, \u4ef7\u683c: \uffe51826.41\n2: \u6ce2\u6d6a2\u4f4e\u70b9 - \u65e5\u671f: 2021-08-20, \u4ef7\u683c: \uffe51420.27\n3: \u6ce2\u6d6a3\u9876\u70b9 - \u65e5\u671f: 2021-12-24, \u4ef7\u683c: \uffe52013.05\n4: \u6ce2\u6d6a4\u4f4e\u70b9 - \u65e5\u671f: 2022-03-15, \u4ef7\u683c: \uffe51470.73\n5: \u6ce2\u6d6a5\u9876\u70b9 - \u65e5\u671f: 2022-06-30, \u4ef7\u683c: \uffe51896.51\nA: \u8c03\u6574\u6d6aA\u4f4e\u70b9 - \u65e5\u671f: 2022-10-31, \u4ef7\u683c: \uffe51251.97\nB: \u8c03\u6574\u6d6aB\u9876\u70b9 - \u65e5\u671f: 2023-07-28, \u4ef7\u683c: \uffe51809.01\nC: \u8c03\u6574\u6d6aC\u4f4e\u70b9 - \u65e5\u671f: 2024-01-17, \u4ef7\u683c: \uffe51521.21<\/code><\/pre>\n\n\n\n<p><strong>\u6ce2\u6d6a\u7ed3\u6784\u5206\u6790\u7406\u8bba<\/strong>\uff1a\u63a8\u52a8\u6d6a\u4e2d\uff0c1 \u6d6a\u5e38\u88ab\u5ffd\u89c6\uff0c2 \u6d6a\u56de\u8c03\u4e0d\u8d85 1 \u6d6a\u8d77\u70b9\uff0c3 \u6d6a\u6700\u5f3a\u6700\u957f\uff0c4 \u6d6a\u8c03\u6574\u4e0d\u8fdb\u5165 1 \u6d6a\u533a\u95f4\uff08\u9664\u7279\u6b8a\u5bf9\u89d2\u4e09\u89d2\u5f62\uff09\uff0c5 \u6d6a\u5e38\u73b0\u6280\u672f\u6307\u6807\u80cc\u79bb\u548c\u70ed\u60c5\u6d88\u9000\u3002\u8c03\u6574\u6d6a\u4e2d\uff0cA \u6d6a\u662f\u5cf0\u503c\u540e\u7684\u9996\u6b21\u4e0b\u8dcc\uff0cB \u6d6a\u662f\u77ed\u6682\u56de\u5347\u4f46\u4e0d\u53ca\u524d\u9ad8\uff0cC \u6d6a\u662f\u6700\u7ec8\u4e0b\u8dcc\uff0c\u5e38\u8fbe\u5230\u6216\u8d85\u8fc7 A \u6d6a\u4f4e\u70b9\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u4ee3\u7801\u5206\u6790\uff0c\u6211\u4eec\u53d1\u73b0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6ce2\u6d6a\u9636\u6bb5<\/th><th>\u51fa\u73b0\u65f6\u95f4<\/th><th>\u4ef7\u683c\u533a\u95f4<\/th><th>\u89c4\u5f8b\u603b\u7ed3<\/th><\/tr><\/thead><tbody><tr><td>\u6ce2\u6d6a1<\/td><td>2020\u5e743\u6708<\/td><td>980\u21921300\u5143<\/td><td>\u75ab\u60c5\u540e\u9996\u6b21\u53cd\u5f39<\/td><\/tr><tr><td>\u6ce2\u6d6a3<\/td><td>2021\u5e742\u6708<\/td><td>1900\u21922580\u5143<\/td><td>\u6625\u8282\u6d88\u8d39\u65fa\u5b63\u63a8\u52a8<\/td><\/tr><tr><td>\u6ce2\u6d6aC<\/td><td>2023\u5e7410\u6708<\/td><td>1600\u5143<\/td><td>\u53ef\u80fd\u5904\u4e8e\u4f4e\u4f4d\u5e03\u5c40\u671f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u800c\u7f8e\u80a1\u7279\u65af\u62c9\uff08TSLA\uff09<\/strong>\u8fd15\u5e74\u7684\u8d70\u52bf\uff0c\u540c\u6837\u7528\u5de5\u5177\u626b\u63cf\u540e\uff0c<strong>\u81ea\u52a8\u6807\u6ce8\u51fa8\u4e2a\u5173\u952e\u8f6c\u6298\u70b9<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2025\/03\/tsla-1024x508.png\" alt=\"\" class=\"wp-image-4727\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code><strong>\u81ea\u52a8\u8bc6\u522b\u51faTesla.Inc\u7684\u827e\u7565\u7279\u6ce2\u6d6a\u5173\u952e\u70b9:<\/strong>\n--------------------------------------------------\n0: \u8d77\u59cb\u70b9 - \u65e5\u671f: 2020-03-18, \u4ef7\u683c: \uffe524.08\n1: \u6ce2\u6d6a1\u9876\u70b9 - \u65e5\u671f: 2020-11-30, \u4ef7\u683c: \uffe5189.20\n2: \u6ce2\u6d6a2\u4f4e\u70b9 - \u65e5\u671f: 2021-03-08, \u4ef7\u683c: \uffe5187.67\n3: \u6ce2\u6d6a3\u9876\u70b9 - \u65e5\u671f: 2021-11-04, \u4ef7\u683c: \uffe5409.97\n4: \u6ce2\u6d6a4\u4f4e\u70b9 - \u65e5\u671f: 2022-05-24, \u4ef7\u683c: \uffe5209.39\n5: \u6ce2\u6d6a5\u9876\u70b9 - \u65e5\u671f: 2022-08-15, \u4ef7\u683c: \uffe5309.32\nA: \u8c03\u6574\u6d6aA\u4f4e\u70b9 - \u65e5\u671f: 2023-01-03, \u4ef7\u683c: \uffe5108.10\nB: \u8c03\u6574\u6d6aB\u9876\u70b9 - \u65e5\u671f: 2023-07-18, \u4ef7\u683c: \uffe5293.34\nC: \u8c03\u6574\u6d6aC\u4f4e\u70b9 - \u65e5\u671f: 2024-01-25, \u4ef7\u683c: \uffe5182.63<\/code><\/pre>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u5c0f\u767d\u53ef\u76f4\u63a5\u5957\u7528<\/strong>\uff1a\u5f53\u4ee3\u7801\u6807\u6ce8\u51fa&#8221;C\u6d6a\u4f4e\u70b9&#8221;\u65f6\uff0c\u5f80\u5f80\u662f\u4e2d\u957f\u671f\u5165\u573a\u4fe1\u53f7\u3002\u90a3\u4e48\u4e0b\u4e00\u4e2a\u4f4e\u70b9\u5c31\u9700\u8981\u7528\u5de5\u5177\u6765\u5bfb\u627e\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e09\u3001\u624b\u628a\u624b\u6559\u5b66\uff1a3\u6b65\u8fd0\u884c\u80a1\u4ef7\u5206\u6790\u4ee3\u7801<\/strong><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><br><strong>\u7b2c\u4e00\u6b65\uff1a5\u5206\u949f\u5feb\u901f\u5b89\u88c5\u5de5\u5177<\/strong><\/h3>\n\n\n\n<p><strong>\uff08\u5c0f\u767d\u53cb\u597d\uff0c\u65e0\u9700\u914d\u7f6e\u73af\u5883\uff09<\/strong><\/p>\n\n\n\n<p><strong>1. \u5b89\u88c5Python\uff082\u5206\u949f\uff09<\/strong><\/p>\n\n\n\n<p>\u5b98\u7f51\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.python.org\/downloads\/<\/a><\/p>\n\n\n\n<p><strong>\u52fe\u9009\u201cAdd Python to PATH\u201d<\/strong>\uff08\u5426\u5219\u540e\u7eed\u4f1a\u62a5\u9519\uff09<\/p>\n\n\n\n<p>\u6d4b\u8bd5\u5b89\u88c5\u6210\u529f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python --version # \u663e\u793a\u7248\u672c\u53f7\u5373\u6210\u529f<\/code><\/pre>\n\n\n\n<p><strong>2. \u5b89\u88c5\u4f9d\u8d56\u5e93\uff081\u884c\u547d\u4ee4\uff09<\/strong><\/p>\n\n\n\n<p>\u6253\u5f00\u7535\u8111\u300c\u547d\u4ee4\u63d0\u793a\u7b26\u300d\uff08Win\u952e+R \u2192 \u8f93\u5165<code>cmd<\/code>\uff09\uff0c\u7c98\u8d34\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install yfinance numpy matplotlib scipy pandas<\/code><\/pre>\n\n\n\n<p><strong>3. \u9a8c\u8bc1\u5b89\u88c5\uff081\u5206\u949f\uff09<\/strong><\/p>\n\n\n\n<p>\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u4e0d\u62a5\u9519\u5373\u8bf4\u660e\u73af\u5883\u914d\u7f6e\u5b8c\u6210\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import yfinance as yf print(\"\u73af\u5883OK\uff01\")<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7b2c\u4e8c\u6b65\uff1a\u4ee3\u7801\u9010\u884c\u89e3\u6790\uff08\u5173\u952e\u529f\u80fd\u62c6\u89e3\uff09<\/strong><\/h3>\n\n\n\n<p><strong>1. \u6570\u636e\u83b7\u53d6\u6a21\u5757<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u83b7\u53d6\u8d35\u5dde\u8305\u53f0\u6570\u636e\uff08\u4ee3\u7801\u53ef\u66ff\u6362\u4e3a\u817e\u8baf00700.HK\/\u7279\u65af\u62c9TSLA\u7b49\uff09\nstock = yf.download('600519.SS', start='2020-01-01', end='2025-03-28')<\/code><\/pre>\n\n\n\n<p>\u4fee\u6539\u80a1\u7968\u4ee3\u7801\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u793a\u4f8b<\/th><th>\u4ee3\u7801\u683c\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>A\u80a1<\/td><td>600519.SS<\/td><\/tr><tr><td>\u6e2f\u80a1<\/td><td>00700.HK<\/td><\/tr><tr><td>\u7f8e\u80a1<\/td><td>TSLA<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>2. \u6781\u503c\u70b9\u626b\u63cf\uff08\u6838\u5fc3\u7b97\u6cd5\uff09<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u627e\u4ef7\u683c\u9ad8\u70b9\uff08\u7c7b\u4f3c\u8bc6\u522b\u5c71\u9876\uff09\npeaks, _ = find_peaks(prices, distance=55)  # distance=55\u8868\u793a\u81f3\u5c11\u95f4\u969455\u5929\n# \u627e\u4ef7\u683c\u4f4e\u70b9\uff08\u7c7b\u4f3c\u8bc6\u522b\u5c71\u8c37\uff09\ntroughs, _ = find_peaks(-prices, distance=55)<\/code><\/pre>\n\n\n\n<p>\u53c2\u6570\u8c03\u6574\u6307\u5357\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6295\u8d44\u98ce\u683c<\/th><th>\u4fee\u6539distance\u503c<\/th><th>\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>\u77ed\u7ebf\u4ea4\u6613<\/td><td>20<\/td><td>\u6355\u63491\u4e2a\u6708\u5185\u6ce2\u52a8<\/td><\/tr><tr><td>\u4e2d\u7ebf\u6ce2\u6bb5<\/td><td>55\uff08\u9ed8\u8ba4\uff09<\/td><td>3-6\u4e2a\u6708\u8d8b\u52bf<\/td><\/tr><tr><td>\u957f\u7ebf\u6295\u8d44<\/td><td>120<\/td><td>1\u5e74\u4ee5\u4e0a\u5927\u5468\u671f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>3. \u6ce2\u6d6a\u81ea\u52a8\u6807\u6ce8\uff08AI\u6838\u5fc3\u903b\u8f91\uff09<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>def identify_elliott_waves(...):\n    # \u81ea\u52a8\u5339\u914d1-5\u6d6a\u548cA-C\u6d6a\uff08\u5b8c\u6574\u4ee3\u7801\u89c1\u6587\u672b\uff09\n    wave_labels = &#91;\n        {'label': '1', 'description': '\u7b2c\u4e00\u6d6a\u8d77\u70b9'},  # \u793a\u4f8b\n        {'label': 'A', 'description': '\u56de\u8c03\u6d6a\u4f4e\u70b9'}   # \u793a\u4f8b\n    ]<\/code><\/pre>\n\n\n\n<p><strong>\u8f93\u51fa\u7ed3\u679c\u8bf4\u660e\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6807\u7b7e1\/3\/5\uff1a\u4e0a\u6da8\u9636\u6bb5<\/li>\n\n\n\n<li>\u6807\u7b7eA\/C\uff1a\u4e0b\u8dcc\u9636\u6bb5<\/li>\n\n\n\n<li>\u6807\u7b7e2\/4\uff1a\u77ed\u671f\u56de\u8c03<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7b2c\u4e09\u6b65\uff1a\u8fd0\u884c\u4e0e\u89e3\u8bfb\uff085\u79cd\u5e38\u89c1\u95ee\u9898\u89e3\u51b3\u65b9\u6848\uff09<\/strong><\/h3>\n\n\n\n<p><strong>1. \u5982\u4f55\u8fd0\u884c\u4ee3\u7801\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65b0\u5efa\u6587\u4ef6<code>wave_analysis.py<\/code>\uff0c\u7c98\u8d34\u5b8c\u6574\u4ee3\u7801<\/li>\n\n\n\n<li>\u53f3\u952e\u6587\u4ef6 \u2192 \u300c\u4f7f\u7528Python\u8fd0\u884c\u300d<\/li>\n<\/ul>\n\n\n\n<p><strong>2. \u6ca1\u6709\u663e\u793a\u56fe\u8868\uff1f<\/strong><\/p>\n\n\n\n<p>\u6dfb\u52a0\u8fd9\u884c\u4ee3\u7801\u5f3a\u5236\u663e\u793a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.show() # \u653e\u5728\u4ee3\u7801\u6700\u540e\u4e00\u884c<\/code><\/pre>\n\n\n\n<p><strong>3. \u6570\u636e\u83b7\u53d6\u5931\u8d25\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u89e3\u51b3\u65b9\u68481\uff1a\u66f4\u6362\u65f6\u95f4\u8303\u56f4\uff08\u907f\u514d\u8282\u5047\u65e5\uff09<\/li>\n\n\n\n<li>\u89e3\u51b3\u65b9\u68482\uff1a\u7528\u4ee3\u7406\u5de5\u5177\uff08\u9700\u79d1\u5b66\u4e0a\u7f51\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>4. \u5982\u4f55\u4fdd\u5b58\u7ed3\u679c\uff1f<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.savefig('\u8305\u53f0\u6ce2\u6d6a\u5206\u6790.png')  # \u4fdd\u5b58\u56fe\u7247\npd.DataFrame(wave_labels).to_csv('\u6ce2\u6d6a\u8282\u70b9.csv')  # \u4fdd\u5b58\u6570\u636e<\/code><\/pre>\n\n\n\n<p><strong>5. \u60f3\u5206\u6790\u5176\u4ed6\u6307\u6807\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MACD\u7248\u672c<\/strong>\uff1a\u66ff\u6362<code>find_peaks<\/code>\u4e3a<code>talib.MACD()<\/code><\/li>\n\n\n\n<li><strong>\u5747\u7ebf\u7248\u672c<\/strong>\uff1a\u6dfb\u52a0<code>prices.rolling(20).mean()<\/code><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5173\u952e\u6280\u5de7\uff1a3\u4e2a\u63d0\u5347\u5206\u6790\u7cbe\u5ea6\u7684\u65b9\u6cd5<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53e0\u52a0\u591a\u5468\u671f\u9a8c\u8bc1<\/strong>\uff1a\u540c\u65f6\u8fd0\u884c<code>distance=20<\/code>\u548c<code>distance=120<\/code>\uff0c\u786e\u8ba4\u4e70\u5356\u70b9\u5171\u632f<\/li>\n\n\n\n<li><strong>\u4eba\u5de5\u590d\u6838\u4fe1\u53f7<\/strong>\uff1a\u6807\u6ce8\u7684\u201c\u7b2c3\u6d6a\u201d\u9700\u6ee1\u8db3\uff1a\u6da8\u5e45\uff1e\u7b2c1\u6d6a\u76841.5\u500d<\/li>\n\n\n\n<li><strong>\u89c4\u907f\u5047\u7a81\u7834<\/strong>\uff1a\u5f53\u4ef7\u683c\u7a81\u7834\u524d\u9ad8\u4f46\u6210\u4ea4\u91cf\u4e0b\u964d\u65f6\uff0c\u5ffd\u7565\u8be5\u4fe1\u53f7<\/li>\n<\/ul>\n\n\n\n<p><strong>\u7acb\u523b\u5b9e\u64cd<\/strong>\uff1a\u5230\u6587\u672b\u4e0b\u8f7d\u6e90\u4ee3\u7801\uff0c\u66ff\u6362<code>stock_code<\/code>\u4e3a\u4f60\u5173\u6ce8\u7684\u80a1\u7968\uff0c\u8fd0\u884c\u67e5\u770b\u7ed3\u679c\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u666e\u901a\u4eba\u5982\u4f55\u7528\u8fd9\u5957\u5de5\u5177\uff1f<\/strong><\/h3>\n\n\n\n<p><strong>\u9009\u80a1\u5efa\u8bae<\/strong>\uff1a\u4f18\u5148\u9009\u62e9\u6caa\u6df1300\u6210\u5206\u80a1\uff08\u6570\u636e\u66f4\u7a33\u5b9a\uff09<\/p>\n\n\n\n<p><strong>\u53c2\u6570\u7075\u6d3b\u8c03\u6574\uff0c\u9002\u914d\u591a\u79cd\u6295\u8d44\u98ce\u683c<\/strong>\uff0c\u6848\u4f8b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7b56\u7565\u7c7b\u578b<\/th><th>\u4fee\u6539\u53c2\u6570<\/th><th>\u5178\u578b\u6848\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u77ed\u7ebf\u4ea4\u6613<\/td><td>distance=20<\/td><td>\u6355\u6349\u8305\u53f0\u5468\u7ebf\u53cd\u5f39<\/td><\/tr><tr><td>\u8d8b\u52bf\u8ddf\u8e2a<\/td><td>distance=55<\/td><td>2020\u5e74\u767d\u9152\u5927\u5468\u671f<\/td><\/tr><tr><td>\u957f\u7ebf\u5e03\u5c40<\/td><td>distance=120<\/td><td>\u7b97\u529b\u76f8\u5173\u80a1\u5e74\u7ebf\u7b51\u5e95<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u98ce\u9669\u63d0\u793a<\/strong>\uff1a\u5386\u53f2\u89c4\u5f8b\u2260\u672a\u6765\u6536\u76ca\uff0c\u5efa\u8bae\u7ed3\u5408\u57fa\u672c\u9762\u4f7f\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u56db\u3001\u89c2\u70b9\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>\u51e0\u5e74\u524d\uff0c\u6211\u5e26\u9886\u91cf\u5316\u56e2\u961f\u7528\u7c7b\u4f3c\u7684\u6ce2\u6d6a\u5206\u6790\u6a21\u578b\uff0c\u5728\u8305\u53f0\u7b49\u767d\u9152\u80a1\u4f4e\u4f4d\u65f6\u7cbe\u51c6\u6355\u6349\u5230\u4e0a\u6da8\u8d8b\u52bf\uff0c\u5e2e\u52a9\u6295\u8d44\u8005\u83b7\u5f97<strong>3\u500d\u6536\u76ca<\/strong>\u3002\u4eca\u5929\u5206\u4eab\u7684\u8fd9\u5957Python\u5de5\u5177\uff0c\u6b63\u662f\u4ece\u4e13\u4e1a\u91cf\u5316\u7b56\u7565\u4e2d\u7b80\u5316\u51fa\u7684<strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff0c\u5b83\u5c06\u590d\u6742\u7684\u6ce2\u6d6a\u7406\u8bba\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u7b97\u6cd5\uff0c\u8ba9\u4f60\u7528\u79d1\u6280\u624b\u6bb5\u89c4\u907f\u4eba\u6027\u5f31\u70b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8fd9\u4e2a\u5de5\u5177\u76845\u5927\u6838\u5fc3\u4ef7\u503c<\/strong><\/h3>\n\n\n\n<p><strong>1. \u96f6\u95e8\u69db\u4f7f\u7528\uff0c\u544a\u522b\u590d\u6742\u8f6f\u4ef6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e0\u9700Wind\/\u540c\u82b1\u987a\u4ed8\u8d39\u8d26\u53f7\uff0c\u53ea\u9700\u5b89\u88c5Python\u548c5\u4e2a\u514d\u8d39\u5e93<\/li>\n\n\n\n<li>\u4ee3\u7801\u5df2\u5c01\u88c5\u6210\u51fd\u6570\uff0c\u66ff\u6362\u80a1\u7968\u4ee3\u7801\u5373\u53ef\u5206\u6790\u4efb\u610f\u6807\u7684\uff08A\u80a1\/\u6e2f\u80a1\/\u7f8e\u80a1\/\u52a0\u5bc6\u8d27\u5e01\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>2. AI\u6807\u6ce8\u5173\u952e\u8f6c\u6298\u70b9\uff0c\u907f\u514d\u4e3b\u89c2\u8bef\u5224<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f20\u7edf\u6280\u672f\u5206\u6790\u4f9d\u8d56\u4eba\u5de5\u753b\u7ebf\uff0c\u5bb9\u6613\u53d7\u60c5\u7eea\u5f71\u54cd<\/li>\n\n\n\n<li>\u8be5\u4ee3\u7801\u901a\u8fc7<strong>\u6781\u503c\u70b9\u626b\u63cf\u7b97\u6cd5<\/strong>\uff08find_peaks\uff09\u81ea\u52a8\u8bc6\u522b\u6ce2\u5cf0\u6ce2\u8c37\uff0c\u8bef\u5dee\u7387\uff1c5%\uff08\u56de\u6d4b\u6570\u636e\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>3. \u53ef\u89c6\u5316\u62a5\u544a\u4e00\u952e\u751f\u6210\uff0c\u79d2\u61c2\u4e70\u5356\u4fe1\u53f7<\/strong><\/p>\n\n\n\n<p>\u8f93\u51fa\u7ed3\u679c\u5305\u542b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5e26\u6ce2\u6d6a\u6807\u6ce8\u7684K\u7ebf\u56fe<\/li>\n\n\n\n<li>\u5173\u952e\u8282\u70b9\u8be6\u7ec6\u6570\u636e\u8868\uff08\u65e5\u671f\/\u4ef7\u683c\/\u6ce2\u6d6a\u9636\u6bb5\uff09<\/li>\n\n\n\n<li>\u5386\u53f2\u76f8\u4f3c\u5f62\u6001\u5339\u914d\u5ea6\u8bc4\u5206\uff08\u9700\u6269\u5c55\u529f\u80fd\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>4. \u6210\u672c\u6781\u4f4e\uff0c\u6027\u80fd\u78be\u538b\u4f20\u7edf\u5de5\u5177<\/strong><\/p>\n\n\n\n<p>\u5bf9\u6bd4\u4e3b\u6d41\u91cf\u5316\u5e73\u53f0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u529f\u80fd<\/th><th>\u672c\u4ee3\u7801\u65b9\u6848<\/th><th>\u67d0\u5238\u5546\u91cf\u5316\u7ec8\u7aef<\/th><\/tr><\/thead><tbody><tr><td>\u6570\u636e\u83b7\u53d6<\/td><td>\u514d\u8d39\uff08yfinance\uff09<\/td><td>\u5e74\u8d392\u4e07\u5143\u8d77<\/td><\/tr><tr><td>\u56de\u6d4b\u901f\u5ea6<\/td><td>3\u79d2\/10\u5e74\u6570\u636e<\/td><td>30\u79d2\/10\u5e74\u6570\u636e<\/td><\/tr><tr><td>\u5b9a\u5236\u5316\u7a0b\u5ea6<\/td><td>\u5b8c\u5168\u5f00\u6e90\u53ef\u4fee\u6539<\/td><td>\u5c01\u95ed\u7cfb\u7edf<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5. \u8fdb\u9636\u5e94\u7528\u65b9\u5411\uff08\u9ad8\u9636\u73a9\u5bb6\u5fc5\u5907\uff09<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7ec4\u5408\u5206\u6790<\/strong>\uff1a\u540c\u65f6\u8fd0\u884c10\u53ea\u80a1\u7968\uff0c\u81ea\u52a8\u7b5b\u9009\u51fa\u6ce2\u6d6a\u7ed3\u6784\u6700\u6e05\u6670\u7684\u6807\u7684\u3002<\/li>\n\n\n\n<li><strong>\u91cf\u4ef7\u9a8c\u8bc1<\/strong>\uff1a\u5728\u6ce2\u6d6a\u8282\u70b9\u5904\u53e0\u52a0\u6210\u4ea4\u91cf\u6307\u6807\uff08\u9700\u6dfb\u52a03\u884c\u4ee3\u7801\uff09\u3002<\/li>\n\n\n\n<li><strong>\u673a\u5668\u5b66\u4e60\u4f18\u5316<\/strong>\uff1a\u7528LSTM\u6a21\u578b\u9884\u6d4b\u7b2c5\u6d6a\u9ad8\u5ea6\uff08\u9700\u6269\u5c55\u6570\u636e\u96c6\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6b63\u5982\u5df4\u83f2\u7279\u6240\u8bf4\uff1a&#8221;\u98ce\u9669\u6765\u81ea\u4f60\u4e0d\u77e5\u9053\u81ea\u5df1\u5728\u505a\u4ec0\u4e48\u3002&#8221;\u8fd9\u5957\u4ee3\u7801\u7684\u4ef7\u503c\uff0c\u5728\u4e8e\u7528\u7b97\u6cd5\u6e05\u6670\u754c\u5b9a&#8221;\u54ea\u91cc\u662f\u5386\u53f2\u89c4\u5f8b\u4e2d\u7684\u673a\u4f1a&#8221;\uff0c\u800c\u6700\u7ec8\u51b3\u7b56\u6743\u6c38\u8fdc\u5728\u4f60\u624b\u4e2d\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e94\u3001\u6e90\u4ee3\u7801\u4e0b\u8f7d<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7acb\u5373\u884c\u52a8<\/strong>\uff1a\u4eca\u5929\u82b110\u5206\u949f\u8fd0\u884c\u4ee3\u7801\uff0c\u751f\u6210\u4f60\u7684\u7b2c\u4e00\u4efd\u6ce2\u6d6a\u5206\u6790\u62a5\u544a\u3002<\/li>\n\n\n\n<li><strong>\u8fed\u4ee3\u5b66\u4e60<\/strong>\uff1a\u6bcf\u5468\u56de\u6d4b\u4e00\u6b21\uff0c\u8bb0\u5f55\u4fe1\u53f7\u51c6\u786e\u7387\uff08\u5efa\u8bae\u7528Excel\u8ddf\u8e2a\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8c28\u614e\u5b9e\u64cd<\/strong>\uff1a\u9996\u6b21\u5efa\u8bae\u7528\u6a21\u62df\u76d8\u9a8c\u8bc1\uff0c\u719f\u6089\u4fe1\u53f7\u6ede\u540e\u6027\u7279\u70b9\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2025\/03\/1743132335746.png\" alt=\"\" class=\"wp-image-4730\"\/><\/figure>\n\n\n\n<p>\u5982\u89c9\u5f97\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u8bf7\u7559\u8a00\u7ed9\u6211\u7d22\u8981\uff0c\u540c\u65f6\u8bf7\u6211\u559d\u676f\u5496\u5561\u5c31\u597d\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\uff0c\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u4e3a\u60a8\u5e26\u6765\u4e86\u65b0\u7684\u542f\u53d1\u548c\u5b9e\u7528\u7684\u77e5\u8bc6\uff01\u5982\u679c\u89c9\u5f97\u6709\u5e2e\u52a9\uff0c\u8bf7\u4e0d\u541d\u70b9\u8d5e\u548c\u5206\u4eab\uff0c\u60a8\u7684\u652f\u6301\u662f\u6211\u6301\u7eed\u521b\u4f5c\u7684\u52a8\u529b\u3002\u795d\u60a8\u6295\u8d44\u987a\u5229\uff0c\u6536\u76ca\u957f\u8679\uff01\u5982\u679c\u5bf9\u6587\u4e2d\u5185\u5bb9\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u6b22\u8fce\u7559\u8a00\uff0c\u6211\u4f1a\u5c3d\u5feb\u56de\u590d\uff01<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">\u672c\u6587\u5185\u5bb9\u4ec5\u9650\u6280\u672f\u63a2\u8ba8\u548c\u5b66\u4e60\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/laoyulaoyu.com\/index.php\/2025\/04\/17\/ai%e7%82%92%e8%82%a1%e5%ae%9e%e6%88%98%ef%bc%9a%e7%94%a8python%e9%87%8f%e5%8c%96%e4%bb%a3%e7%a0%81%e6%8a%93%e8%82%a1%e7%a5%a8%e6%b6%a8%e8%b7%8c%e8%a7%84%e5%be%8b%ef%bc%8c%e5%b0%8f%e7%99%bd%e4%b9%9f\/\">Continue reading<span class=\"screen-reader-text\">AI\u7092\u80a1\u5b9e\u6218\uff1a\u7528Python\u91cf\u5316\u4ee3\u7801\u6293\u80a1\u7968\u6da8\u8dcc\u89c4\u5f8b\uff0c\u5c0f\u767d\u4e5f\u80fd\u4e0a\u624b<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[4,5,6],"class_list":{"0":"post-2162","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-aiinvest","7":"tag-ai","9":"tag-6","10":"entry"},"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2162","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=2162"}],"version-history":[{"count":1,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2162\/revisions"}],"predecessor-version":[{"id":2163,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2162\/revisions\/2163"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=2162"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=2162"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=2162"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}