{"id":1529,"date":"2024-10-18T07:50:00","date_gmt":"2024-10-17T23:50:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=1529"},"modified":"2024-09-22T15:50:18","modified_gmt":"2024-09-22T07:50:18","slug":"stockemotions-%ef%bc%9a%e6%b4%9e%e5%af%9f%e6%8a%95%e8%b5%84%e8%80%85%e6%83%85%e7%bb%aa%ef%bc%8c%e5%8a%a9%e5%8a%9b%e9%87%91%e8%9e%8d%e6%97%b6%e5%ba%8f%e7%a0%94%e7%a9%b6","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2024\/10\/18\/stockemotions-%ef%bc%9a%e6%b4%9e%e5%af%9f%e6%8a%95%e8%b5%84%e8%80%85%e6%83%85%e7%bb%aa%ef%bc%8c%e5%8a%a9%e5%8a%9b%e9%87%91%e8%9e%8d%e6%97%b6%e5%ba%8f%e7%a0%94%e7%a9%b6\/","title":{"rendered":"StockEmotions \uff1a\u6d1e\u5bdf\u6295\u8d44\u8005\u60c5\u7eea\uff0c\u52a9\u529b\u91d1\u878d\u65f6\u5e8f\u7814\u7a76"},"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-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-204-1024x466.png\" alt=\"\" class=\"wp-image-2193\"\/><\/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>\u8fd9\u7bc7\u8bba\u6587\u4ecb\u7ecd\u4e86StockEmotions\u6570\u636e\u96c6\uff0c\u5b83<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u5305\u542b\u4ece\u91d1\u878d\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0StockTwits\u6536\u96c6\u768410,000\u6761\u82f1\u6587\u8bc4\u8bba\uff0c\u65e8\u5728\u901a\u8fc7\u8bc6\u522b\u6295\u8d44\u8005\u60c5\u7eea\u6765\u8fdb\u884c\u91d1\u878d\u60c5\u7eea\u5206\u6790\u548c\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u3002<\/mark>\u6570\u636e\u96c6\u63d0\u51fa\u4e8612\u79cd\u7ec6\u7c92\u5ea6\u7684\u60c5\u7eea\u7c7b\u522b\uff0c\u5e76\u63d0\u4f9b\u4e86\u5305\u62ec\u6295\u8d44\u8005\u60c5\u7eea\u7c7b\u522b\u3001\u8868\u60c5\u7b26\u53f7\u548c\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5728\u5185\u7684\u7ec6\u7c92\u5ea6\u7279\u5f81\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cDistilBERT\u5728\u91d1\u878d\u60c5\u7eea\/\u60c5\u611f\u5206\u7c7b\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u800c\u7ed3\u5408\u4ef7\u683c\u6307\u6570\u3001\u6587\u672c\u548c\u60c5\u7eea\u7279\u5f81\u7684Temporal Attention LSTM\u6a21\u578b\u5728\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u4e2d\u53d6\u5f97\u4e86\u6700\u4f73\u6027\u80fd\u3002<\/pre>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e00\u3001\u5f15\u8a00<\/strong><\/h3>\n\n\n\n<p>\u73b0\u6709\u6570\u636e\u96c6\u5728\u6570\u636e\u91cf\u548c\u60c5\u7eea\u5206\u6790\u6df1\u5ea6\u4e0a\u7565\u6709\u4e0d\u8db3\uff0c\u6bd4\u5982\uff1a\u591a\u6570\u6570\u636e\u96c6\u89c4\u6a21\u8f83\u5c0f\uff0c\u4e14\u5728\u8bad\u7ec3\u96c6\u4e2d\u5b58\u5728\u7a7a\u6807\u7b7e\u7684\u95ee\u9898\u3002\u6b64\u5916\uff0c\u73b0\u6709\u7814\u7a76\u591a\u4f7f\u7528\u516c\u4f17\u60c5\u7eea\u4ee3\u7406\u6765\u9884\u6d4b\u80a1\u5e02\uff0c\u800c\u975e\u76f4\u63a5\u4ece\u6587\u672c\u6570\u636e\u4e2d\u63d0\u53d6\u60c5\u7eea\u4fe1\u606f\u3002\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u672c\u6587\u63d0\u51fa\u4e86StockEmotions\u6570\u636e\u96c6\uff0c\u8be5\u6570\u636e\u96c6\u5305\u542b\u4eceStockTwits\u5e73\u53f0\u6536\u96c6\u768410,000\u6761\u8bc4\u8bba\uff0c\u8bbe\u8ba1\u4e86\u4e0e\u6295\u8d44\u8005\u60c5\u7eea\u6ce2\u52a8\u76f8\u5173\u768412\u79cd\u7ec6\u7c92\u5ea6\u60c5\u7eea\u7c7b\u522b\uff0c\u5e76\u63d0\u4f9b\u4e86\u5305\u62ec\u60c5\u7eea\u7c7b\u522b\u3001\u8868\u60c5\u7b26\u53f7\u548c\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5728\u5185\u7684\u591a\u79cd\u7279\u5f81\u3002\u8fd9\u4e00\u7ae0\u8282\u8fd8\u6982\u8ff0\u4e86\u6570\u636e\u96c6\u7684\u6f5c\u5728\u5e94\u7528\uff0c\u5305\u62ec\u91d1\u878d\u60c5\u7eea\u5206\u7c7b\u548c\u80a1\u5e02\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff0c\u65e8\u5728\u901a\u8fc7\u66f4\u7cbe\u7ec6\u7684\u60c5\u7eea\u5206\u6790\u589e\u5f3a\u9884\u6d4b\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-205-1024x466.png\" alt=\"\" class=\"wp-image-2194\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><br><strong>\u4e8c\u3001StockEmotions\u6570\u636e\u96c6<\/strong><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<p>StockEmotions\u6570\u636e\u6536\u96c6\u81eaStockTwits\u5e73\u53f0\uff0c\u6db5\u76d6\u4e862020\u5e741\u67081\u65e5\u81f32020\u5e7412\u670831\u65e5\u95f4\u7684\u8bc4\u8bba\uff0c\u8fd9\u4e9b\u8bc4\u8bba\u8986\u76d6\u4e86\u8d85\u8fc780%\u7684S&amp;P 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class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-206.png\" alt=\"\" class=\"wp-image-2195\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<h3 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class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-208-1024x334.png\" alt=\"\" class=\"wp-image-2197\"\/><\/figure>\n\n\n\n<p><strong>\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff1a<\/strong><\/p>\n\n\n\n<p>\u5b9e\u73b0\u4e86Temporal Attention LSTM\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5229\u7528\u6765\u81ea\u6587\u672c\u3001\u60c5\u7eea\u6807\u7b7e\u548c\u6570\u503c\u6570\u636e\u7684\u65f6\u95f4\u5e8f\u5217\u4fe1\u606f\uff0c\u4ee5\u9884\u6d4b\u6807\u51c6\u666e\u5c14500\u6307\u6570\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\/09\/image-209.png\" alt=\"\" class=\"wp-image-2198\"\/><\/figure>\n\n\n\n<p>\u4f7f\u7528Yahoo\u8d22\u7ecfAPI\u83b7\u53d6\u4e86\u80a1\u7968\u4ef7\u683c\u6307\u6570\u6570\u636e\uff0c\u5e76\u5c062020\u5e741\u67081\u65e5\u81f32020\u5e749\u67083\u65e5\u7684\u6570\u636e\u4f5c\u4e3a\u8bad\u7ec3\u96c6\uff0c\u5269\u4f59\u65f6\u95f4\u7684\u6570\u636e\u4f5c\u4e3a\u6d4b\u8bd5\u96c6\u3002<\/p>\n\n\n\n<p>\u6027\u80fd\u8bc4\u4f30\u91c7\u7528\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\uff0c\u5176\u4e2d\u7ed3\u5408\u4ef7\u683c\u6307\u6570\u3001\u6587\u672c\u548c\u60c5\u7eea\u7279\u5f81\u7684\u6a21\u578b\u5728\u9884\u6d4b\u6807\u51c6\u666e\u5c14500\u6307\u6570\u65f6\u8868\u73b0\u6700\u4f73\uff0cMSE\u503c\u4e3a0.83\u00d710^-3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-210-1024x552.png\" alt=\"\" class=\"wp-image-2199\"\/><\/figure>\n\n\n\n<p>\u8d85\u53c2\u6570\u8bbe\u7f6e\u5305\u62ec\u6eda\u52a8\u7a97\u53e3\u5927\u5c0f\u3001\u9690\u85cf\u5c42\u5927\u5c0f\u548c\u8bad\u7ec3\u5468\u671f\uff0c\u901a\u8fc7\u8d85\u53c2\u6570\u641c\u7d22\u786e\u5b9a\u4e86\u6700\u4f18\u7684\u6a21\u578b\u914d\u7f6e\u3002<\/p>\n\n\n\n<h3 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