{"id":109,"date":"2023-09-25T22:48:15","date_gmt":"2023-09-25T14:48:15","guid":{"rendered":"http:\/\/ai.gitpp.com\/?p=109"},"modified":"2023-09-25T22:50:47","modified_gmt":"2023-09-25T14:50:47","slug":"python%e5%85%a5%e9%97%a8%e5%88%b0%e7%b2%be%e9%80%9a","status":"publish","type":"post","link":"http:\/\/ai.gitpp.com\/index.php\/2023\/09\/25\/python%e5%85%a5%e9%97%a8%e5%88%b0%e7%b2%be%e9%80%9a\/","title":{"rendered":"Python\u5165\u95e8\u5230\u7cbe\u901a"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>1\uff1a\u5de5\u5177\u5305<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u54ea\u4e9b\u5de5\u5177\u5305\u662f\u521d\u5b66\u8005\u5fc5\u5907\u7684\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u5de5\u5177\u5305\u540d\u79f0<\/th><th>\u529f\u80fd\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>Numpy<\/td><td>\u77e9\u9635\u8ba1\u7b97\u5fc5\u5907\uff01\u5b83\u662f\u540e\u7eed\u4e00\u5207\u8ba1\u7b97\u7684\u6838\u5fc3\uff0c\u6570\u636e\u79d1\u5b66\u9886\u57df\u6838\u5fc3\u5de5\u5177\u5305<\/td><\/tr><tr><td>Pandas<\/td><td>\u6570\u636e\u5904\u7406\u5fc5\u5907\uff01\u8bfb\u6570\u636e\uff0c\u5904\u7406\u6570\u636e\uff0c\u5206\u6790\u6570\u636e\uff0c\u975e\u4ed6\u4e0d\u53ef!<\/td><\/tr><tr><td>Matplotlib<\/td><td>\u53ef\u89c6\u5316\u5fc5\u5907\uff01\u529f\u80fd\u5341\u5206\u5f3a\u5927\uff0c\u6ca1\u6709\u753b\u4e0d\u51fa\u6765\u7684\u56fe\uff0c\u5206\u6790\u5c55\u793a\u5c31\u9760\u5b83\u4e86\uff01<\/td><\/tr><tr><td>Seaborn<\/td><td>\u66f4\u7b80\u5355\u7684\u53ef\u89c6\u5316\u795e\u5668\uff01\u4e00\u884c\u4ee3\u7801\u7ed9\u4f60\u641e\u5b9a\u4e00\u4e2a\u53ef\u89c6\u5316\u5c55\u793a\u7ed3\u679c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>2\uff1a\u6570\u5b66\u77e5\u8bc6<\/p>\n\n\n\n<p>     Python\u5f3a\u9879\u662f\u6570\u636e\u5206\u6790\uff0c\u6570\u636e\u5904\u7406\uff0cso\uff0c \u6570\u5b66\u80fd\u529b\u592a\u91cd\u8981<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5fc5\u5907\u57fa\u7840<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u77e5\u8bc6\u70b9<\/th><th>\u5185\u5bb9<\/th><th>\u4f5c\u7528<\/th><\/tr><\/thead><tbody><tr><td>\u9ad8\u7b49\u6570\u5b66<\/td><td>\u9ad8\u7b49\u6570\u5b66\u57fa\u7840\uff0c\u5fae\u79ef\u5206\uff0c\u6cf0\u52d2\u516c\u5f0f\u4e0e\u62c9\u683c\u6717\u65e5\uff0c<\/td><td>\u673a\u5668\u5b66\u4e60\u516c\u5f0f\u63a8\u5bfc\u5fc5\u5907<\/td><\/tr><tr><td>\u7ebf\u6027\u4ee3\u6570<\/td><td>\u7ebf\u6027\u4ee3\u6570\u57fa\u7840\uff0c\u7279\u5f81\u503c\u4e0e\u77e9\u9635\u5206\u89e3\uff0c<\/td><td>\u7b97\u6cd5\u6c42\u89e3\u5fc5\u5907<\/td><\/tr><tr><td>\u6982\u7387\u8bba<\/td><td>\u6982\u7387\u8bba\u57fa\u7840\uff0c\u968f\u673a\u53d8\u91cf\u4e0e\u6982\u7387\u4f30\u8ba1\uff0c\u5e38\u7528\u5206\u5e03<\/td><td>\u673a\u5668\u5b66\u4e60\u7ecf\u5e38\u63d0\u8fd9\u4e9b\u8bcd<\/td><\/tr><tr><td>\u7edf\u8ba1\u5206\u6790<\/td><td>\u56de\u5f52\u5206\u6790\uff0c\u5047\u8bbe\u68c0\u9a8c\uff0c\u76f8\u5173\u5206\u6790\uff0c\u65b9\u5dee\u5206\u6790<\/td><td>\u6570\u636e\u5206\u6790\u5fc5\u5907<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0d\u597d\u8865<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u56e0\u4e3a\u6709\u5f88\u591a\u73b0\u5728\u5df2\u7ecf\u4e0d\u5b9e\u7528\u4e86\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u77e5\u8bc6\u70b9<\/th><th>\u5185\u5bb9<\/th><th>\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u5206\u7c7b\u7b97\u6cd5<\/td><td>\u903b\u8f91\u56de\u5f52\uff0c\u51b3\u7b56\u6811\uff0c\u652f\u6301\u5411\u91cf\u673a\uff0c\u96c6\u6210\u7b97\u6cd5\uff0c\u8d1d\u53f6\u65af\u7b97\u6cd5<\/td><td>\u51c6\u5907\u9762\u8bd5\u7684\u540c\u5b66\u4eec\u5fc5\u987b\u638c\u63e1<\/td><\/tr><tr><td>\u56de\u5f52\u7b97\u6cd5<\/td><td>\u7ebf\u6027\u56de\u5f52\uff0c\u51b3\u7b56\u6811\uff0c\u96c6\u6210\u7b97\u6cd5<\/td><td>\u6709\u4e9b\u7b97\u6cd5\u65e2\u80fd\u505a\u5206\u7c7b\u4e5f\u80fd\u505a\u56de\u5f52<\/td><\/tr><tr><td>\u805a\u7c7b\u7b97\u6cd5<\/td><td>k-means\uff0cdbscan\u7b49<\/td><td>\u65e0\u76d1\u7763\u662f\u5b9e\u5728\u6ca1\u6807\u7b7e\u7684\u65f6\u5019\u624d\u8003\u8651\u7684<\/td><\/tr><tr><td>\u964d\u7ef4\u7b97\u6cd5<\/td><td>\u4e3b\u6210\u5206\u5206\u6790\uff0c\u7ebf\u6027\u5224\u522b\u5206\u6790\u7b49<\/td><td>\u91cd\u5728\u7406\u89e3\u964d\u7ef4\u7684\u601d\u60f3<\/td><\/tr><tr><td>\u8fdb\u9636\u7b97\u6cd5<\/td><td>GBDT\u63d0\u5347\u7b97\u6cd5\uff0clightgbm\uff0c\uff0cEM\u7b97\u6cd5\uff0c\u9690\u9a6c\u5c14\u79d1\u592b\u6a21\u578b<\/td><td>\u8fdb\u9636\u7b97\u6cd5\u6709\u65f6\u95f4\u7cbe\u529b\u7684\u540c\u5b66\u4eec\u53ef\u4ee5\u6311\u6218<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5b9e\u9a8c\u5206\u6790\">\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5b9e\u9a8c\u5206\u6790<\/h2>\n\n\n\n<p>\u901a\u8fc7\u5bf9\u6bd4\u5b9e\u9a8c\u5206\u6790\u7ecf\u5178\u7b97\u6cd5\u5efa\u6a21\u65b9\u6cd5\u53ca\u5176\u53c2\u6570\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\uff0c\u901a\u8fc7\u5b9e\u9a8c\u4e0e\u53ef\u89c6\u5316\u5c55\u793a\u7406\u89e3\u7b97\u6cd5\u4e2d\u7684\u53c2\u6570\u4e0e\u5e94\u7528\u5b9e\u4f8b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u7ebf\u6027\u56de\u5f52\u5b9e\u9a8c\u5206\u6790<\/td><td>\u638c\u63e1\u4e00\u5143\u4e0e\u591a\u5143\u7ebf\u6027\u56de\u5f52\uff0c\u975e\u7ebf\u6027\u56de\u5f52\u65b9\u6cd5\uff0c\u6b63\u5219\u5316\u60e9\u7f5a\u7684\u4f5c\u7528<\/td><\/tr><tr><td>\u6a21\u578b\u8bc4\u4f30\u65b9\u6cd5<\/td><td>\u5e38\u7528\u5206\u7c7b\u4e0e\u56de\u5f52\u7b97\u6cd5\u8bc4\u4f30\u65b9\u6cd5\u5bf9\u6bd4\uff0c\u6570\u636e\u96c6\u5207\u5206\u5b9e\u4f8b<\/td><\/tr><tr><td>\u903b\u8f91\u56de\u5f52\u5b9e\u9a8c\u5206\u6790<\/td><td>\u7ecf\u5178\u5206\u7c7b\u6a21\u578b\u6784\u9020\u65b9\u6cd5\uff0c\u51b3\u7b56\u6811\u8fb9\u754c\u7ed8\u5236\u65b9\u6cd5<\/td><\/tr><tr><td>\u805a\u7c7b\u7b97\u6cd5\u5b9e\u9a8c\u5206\u6790<\/td><td>\u65e0\u76d1\u7763\u5efa\u6a21\u5b9e\u4f8b\uff0c\u805a\u7c7b\u7b97\u6cd5\u8bc4\u4f30\u65b9\u6cd5\uff0c\u65e0\u76d1\u7763\u7684\u4f5c\u7528\u4e0e\u5e94\u7528\u5b9e\u4f8b<\/td><\/tr><tr><td>\u51b3\u7b56\u6811\u5b9e\u9a8c\u5206\u6790<\/td><td>\u6811\u6a21\u578b\u53ef\u89c6\u5316\u5b9e\u4f8b\u4e0e\u6784\u9020\u65b9\u6cd5\uff0c\u6811\u6a21\u578b\u7684\u5206\u7c7b\u4e0e\u56de\u5f52\u5e94\u7528<\/td><\/tr><tr><td>\u96c6\u6210\u7b97\u6cd5\u5b9e\u9a8c\u5206\u6790<\/td><td>\u96c6\u6210\u65b9\u6cd5\u5e94\u7528\u5b9e\u4f8b\u4e0e\u6548\u679c\u5206\u6790\uff0c\u5e38\u89c1\u96c6\u6210\u7b56\u7565\u5bf9\u6bd4<\/td><\/tr><tr><td>\u652f\u6301\u5411\u91cf\u673a\u5b9e\u9a8c\u5206\u6790<\/td><td>SVM\u6d89\u53ca\u53c2\u6570\u4e0e\u5efa\u6a21\u5bf9\u6bd4\u5b9e\u9a8c<\/td><\/tr><tr><td>\u5173\u8054\u89c4\u5219\u5b9e\u6218\u5206\u6790<\/td><td>\u5173\u8054\u89c4\u5219\u5fc5\u5907\u77e5\u8bc6\u70b9\u4e0e\u5efa\u6a21\u5206\u6790\u5b9e\u4f8b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4ee3\u7801\u590d\u73b0\">\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4ee3\u7801\u590d\u73b0<\/h2>\n\n\n\n<p>\u4e3a\u4e86\u66f4\u597d\u7406\u89e3\u7b97\u6cd5\u7684\u673a\u5236\u4ece\u96f6\u5f00\u59cb\u590d\u73b0\u7ecf\u5178\u7b97\u6cd5\uff0c\u575a\u6301\u4e0d\u6389\u5305\u539f\u5219\uff0c\u4e00\u6b65\u6b65\u5b8c\u6210\u7b97\u6cd5\u6240\u9700\u6240\u6709\u6a21\u5757\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u4e3a\u4ec0\u4e48\u8981\u81ea\u5df1\u590d\u73b0\u4ee3\u7801\uff1f\u6709\u4f55\u4ef7\u503c\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u4e3b\u8981\u76ee\u7684\u662f\u66f4\u597d\u7684\u638c\u63e1\u7b97\u6cd5\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u91cd\u5728\u7ec3\u4e60\uff01\u6709\u65f6\u95f4\u7684\u540c\u5b66\u4eec\u53ef\u4ee5\u81ea\u5df1\u590d\u73b0\u4e00\u904d\uff0c\u65f6\u95f4\u7d27\u7684\u540c\u5b66\u5c31\u4e0d\u5fc5\u4eb2\u529b\u4eb2\u4e3a\u4e86\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u7ebf\u6027\u56de\u5f52\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u5206\u6a21\u5757\u6784\u5efa\u7b97\u6cd5\u5e38\u7528\u51fd\u6570<\/td><\/tr><tr><td>\u903b\u8f91\u56de\u5f52\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u5b9e\u4f8b\u89e3\u8bfb\u903b\u8f91\u56de\u5f52\u5b9e\u73b0\u65b9\u6cd5<\/td><\/tr><tr><td>Kmeans\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u975e\u5e38\u7b80\u5355\u6613\u61c2\u7684\u65e0\u76d1\u7763\u7b97\u6cd5<\/td><\/tr><tr><td>\u51b3\u7b56\u6811\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u6811\u6a21\u578b\u5176\u5b9e\u5c31\u662f\u9012\u5f52\u5b9e\u73b0<\/td><\/tr><tr><td>\u795e\u7ecf\u7f51\u7edc\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u4ee3\u7801\u91cf\u7565\u5927\uff0c\u5efa\u8baedebug\u6a21\u5f0f\u5b66\u4e60<\/td><\/tr><tr><td>\u8d1d\u53f6\u65af\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u8d1d\u53f6\u65af\u5728\u6587\u672c\u4efb\u52a1\u4e2d\u8fd8\u662f\u6bd4\u8f83\u597d\u89e3\u91ca<\/td><\/tr><tr><td>\u5173\u8054\u89c4\u5219\u4ee3\u7801\u5b9e\u73b0<\/td><td>\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u7b97\u6cd5<\/td><\/tr><tr><td>\u6253\u9020\u97f3\u4e50\u63a8\u8350\u7cfb\u7edf<\/td><td>\u4ece\u96f6\u5f00\u59cb\u6784\u9020\u63a8\u8350\u7cfb\u7edf\u6a21\u578b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u673a\u5668\u5b66\u4e60\u7ecf\u5178\u6848\u4f8b\u5b9e\u6218\">\u673a\u5668\u5b66\u4e60\u7ecf\u5178\u6848\u4f8b\u5b9e\u6218<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u5b9e\u6218\u9700\u8981\u638c\u63e1\u54ea\u4e9b\u6280\u80fd\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u5b9e\u6218\u4e2d\u53ef\u80fd\u628a\u6570\u5b66\u77e5\u8bc6\u70b9\u90fd\u5f31\u5316\u4e86\uff0c\u56e0\u4e3a\u66f4\u591a\u65f6\u5019\u6211\u4eec\u90fd\u662f\u4f7f\u7528\u73b0\u6210\u7684\u5de5\u5177\u5305\u6765\u5b8c\u6210\u4efb\u52a1\uff08\u8c03\u5305\u4fa0\uff09\u3002\u8fd9\u91cc\u9700\u8981\u5927\u5bb6\u638c\u63e1\u7684\u8282\u80fd\u529f\u80fd\u6bd4\u8f83\u591a\uff0c \u9996\u5148\u5c31\u662f\u719f\u7ec3\u4f7f\u7528\u8fd9\u4e9b\u5e38\u7528\u5de5\u5177\u5305\u4e86\uff0c\u6570\u636e\u9884\u5904\u7406\uff0c\u7279\u5f81\u5de5\u7a0b\uff0c\u8c03\u53c2\uff0c\u9a8c\u8bc1\u8fd9\u4e9b\u90fd\u662f\u975e\u5e38\u6838\u5fc3\u7684\u6b65\u9aa4\u3002\u6982\u62ec\u6765\u8bf4\u5c31\u662f\u8981\u5b8c\u6210\u4e0d\u540c\u7684\u4efb\u52a1\u6240\u9700\u6d41\u7a0b\u548c\u5957\u8def\u90fd\u662f\u7c7b\u4f3c\u7684\uff0c \u4f46\u662f\u4f7f\u7528\u7684\u65b9\u6cd5\u548c\u7b97\u6cd5\u5374\u53ef\u80fd\u4e0d\u540c\uff0c\u8fd9\u5c31\u9700\u8981\u5927\u5bb6\u4e0d\u65ad\u79ef\u7d2f\u6765\u4e30\u5bcc\u5b9e\u6218\u7ecf\u9a8c\u4e86\u3002\u7ed9\u540c\u5b66\u4eec\u63d0\u4f9b\u7684\u8fd9\u4e9b\u6848\u4f8b\u5927\u5bb6\u90fd\u53ef\u4ee5\u5f53\u4f5c\u662f\u81ea\u5df1\u7684\u5b9e\u6218\u6a21\u677f\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8fd9\u4e9b\u6848\u4f8b\u80fd\u8ba9\u6211\u6536\u83b7\u4ec0\u4e48\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u91cd\u8981\u7684\u5c31\u662f\u5b66\u4f1a\u9488\u5bf9\u4e0d\u540c\u6570\u636e\uff08\u6570\u503c\uff0c\u6587\u672c\uff0c\u56fe\u50cf\uff09\u5982\u4f55\u8fdb\u884c\u9884\u5904\u7406\u4e0e\u5206\u6790\uff0c\u719f\u7ec3\u5e94\u7528\u5de5\u5177\u5305\u4e2d\u5404\u5927\u6838\u5fc3\u51fd\u6570\u8fdb\u884c\u8c03\u53c2\u4e0e\u9884\u5904\u7406\uff0c\u9488\u5bf9\u4e0d\u540c\u4efb\u52a1\u63d0\u51fa\u591a\u79cd\u89e3\u51b3 \u65b9\u6848\u5e76\u8fdb\u884c\u5b9e\u9a8c\u5206\u6790\u3002\u603b\u7ed3\u8d77\u6765\u5c31\u662f\u591a\u505a\u5b9e\u9a8c\uff0c\u591a\u52a8\u624b\uff0c\u4ee3\u7801\u5199\u7684\u591a\u4e86\u81ea\u7136\u5c31\u719f\u7ec3\u4e86\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>K\u8fd1\u90bb\u7b97\u6cd5\u5b9e\u6218<\/td><td>\u673a\u5668\u5b66\u4e60\u5165\u95e8\u6848\u4f8b\uff0c\u638c\u63e1\u5de5\u5177\u5305\u5e94\u7528\u4e8e\u5efa\u6a21\u65b9\u6cd5<\/td><\/tr><tr><td>\u4ea4\u6613\u6570\u636e\u5f02\u5e38\u68c0\u6d4b<\/td><td>\u5341\u5206\u91cd\u8981\uff0c\u6570\u636e\u5904\u7406\u548c\u5efa\u6a21\u7b56\u7565\u7684\u8be6\u7ec6\u5206\u6790\u5bf9\u6bd4<\/td><\/tr><tr><td>\u96c6\u6210\u7b97\u6cd5\u5efa\u6a21\u5b9e\u6218<\/td><td>\u96c6\u6210\u4e0d\u7528\u6211\u591a\u8bf4\u4e86\uff0c\u5fc5\u5907\u6838\u5fc3\u7b56\u7565<\/td><\/tr><tr><td>\u57fa\u4e8e\u968f\u673a\u68ee\u6797\u7684\u6c14\u6e29\u9884\u6d4b<\/td><td>\u968f\u673a\u68ee\u6797\u662f\u673a\u5668\u5b66\u4e60\u4e2d\u6700\u5e38\u7528\u7684\u7b97\u6cd5\uff0c\u8be6\u7ec6\u5206\u6790\u5bf9\u6bd4<\/td><\/tr><tr><td>\u65b0\u95fb\u5206\u7c7b\u5b9e\u6218<\/td><td>\u6587\u672c\u6570\u636e\u5206\u6790\u5904\u7406\uff0c\u57fa\u4e8e\u8d1d\u53f6\u65af\u7b97\u6cd5\u5c55\u5f00\u5efa\u6a21\u5b9e\u6218<\/td><\/tr><tr><td>\u805a\u7c7b\u5b9e\u8df5\u5206\u6790<\/td><td>\u65e0\u76d1\u7763\u5e94\u7528\u5b9e\u4f8b<\/td><\/tr><tr><td>\u65f6\u95f4\u5e8f\u5217\u5206\u6790<\/td><td>\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5236\u4f5c\u65b9\u6cd5\uff0c\u57fa\u4e8e\u5e8f\u5217\u6570\u636e\u8fdb\u884c\u5efa\u6a21<\/td><\/tr><tr><td>\u7528\u6237\u6d41\u5931\u9884\u8b66<\/td><td>\u6211\u7ecf\u5e38\u8bf4\u68a6\u5e7b\u897f\u6e38\u7684\u7528\u6237\u6d41\u5931\uff0c\u8fd9\u4e2a\u53ea\u662f\u4e2aDEMO<\/td><\/tr><tr><td>\u4f7f\u7528lightgbm\u8fdb\u884c\u996d\u5e97\u6d41\u91cf\u9884\u6d4b<\/td><td>\u53c8\u662f\u4e00\u4e2a\u5927\u6740\u5668\uff0c\u6bd4xgboost\u8fd8\u864e<\/td><\/tr><tr><td>\u4eba\u53e3\u666e\u67e5\u6570\u636e\u96c6\u9879\u76ee\u5b9e\u6218-\u6536\u5165\u9884\u6d4b<\/td><td>\u6838\u5fc3\u6a21\u677f\uff0c\u6570\u636e\u5206\u6790\uff0c\u53ef\u89c6\u5316\u5565\u7684\u8be5\u6709\u7684\u90fd\u6709<\/td><\/tr><tr><td>\u8d1d\u53f6\u65af\u4f18\u5316\u5b9e\u6218<\/td><td>\u96be\u5ea6\u8f83\u5927\uff0c\u8d1d\u53f6\u65af\u4f18\u5316\u5de5\u5177\u5305\u4f7f\u7528\u5b9e\u4f8b<\/td><\/tr><tr><td>\u6587\u672c\u7279\u5f81\u65b9\u6cd5\u5bf9\u6bd4<\/td><td>\u6587\u672c\u6570\u636e\u5e38\u7528\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u5bf9\u6bd4<\/td><\/tr><tr><td>\u5236\u4f5c\u81ea\u5df1\u5e38\u7528\u5de5\u5177\u5305<\/td><td>\u81ea\u5df1\u505a\u4e2a\u5305\u73a9\u73a9<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u673a\u5668\u5b66\u4e60\u5b9e\u6218\u96c6\u9526\">\u673a\u5668\u5b66\u4e60\u5b9e\u6218\u96c6\u9526<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8fd9\u91cc\u8fd8\u7ed9\u5927\u5bb6\u51c6\u5907\u4e86\u4e30\u5bcc\u7684\u5b9e\u6218\u9879\u76ee\uff0c\u975e\u5e38\u9002\u5408\u5927\u5bb6\u6765\u7ec3\u624b\uff01<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>Python\u5b9e\u6218\u5173\u8054\u89c4\u5219<\/td><td>\u7528\u5de5\u5177\u5305\u6765\u505a\u5173\u8054\u89c4\u5219\u5b9e\u5728\u592a\u8f7b\u677e\u4e86<\/td><\/tr><tr><td>\u7231\u5f7c\u8fce\u6570\u636e\u96c6\u5206\u6790\u4e0e\u5efa\u6a21<\/td><td>\u623f\u4ef7\u6570\u636e\u96c6\u5206\u6790\u4e0e\u5efa\u6a21\u5b9e\u4f8b<\/td><\/tr><tr><td>\u57fa\u4e8e\u76f8\u4f3c\u5ea6\u7684\u9152\u5e97\u63a8\u8350\u7cfb\u7edf<\/td><td>\u6765\u6784\u5efa\u4e00\u4e2a\u63a8\u8350\u7cfb\u7edf\u5b8c\u6210\u9152\u5e97\u63a8\u8350<\/td><\/tr><tr><td>\u5546\u54c1\u9500\u552e\u989d\u56de\u5f52\u5206\u6790<\/td><td>\u9500\u552e\u989d\u9884\u6d4b\uff0c\u5f88\u5e38\u89c4\u7684\u4efb\u52a1\uff0c\u5e38\u89c4\u5957\u8def\u641e\u5b9a<\/td><\/tr><tr><td>\u7edd\u5730\u6c42\u751f\u6570\u636e\u96c6\u63a2\u7d22\u5206\u6790\u4e0e\u5efa\u6a21<\/td><td>\u7edd\u5730\u6c42\u751f\u6570\u636e\u96c6\uff0c\u6765\u770b\u770b\u4f60\u7a76\u7adf\u88ab\u4ec0\u4e48\u4eba\u5e72\u6389\u4e86<\/td><\/tr><tr><td>\u6a21\u578b\u89e3\u91ca\u65b9\u6cd5\u5b9e\u6218<\/td><td>\u5efa\u6a21\u540e\u5982\u4f55\u6765\u89e3\u91ca\u6a21\u578b\u5462\uff0c\u8fd9\u51e0\u4e2a\u5de5\u5177\u5305\u5e2e\u4f60\u641e\u5b9a<\/td><\/tr><tr><td>\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5fc5\u5907\u5de5\u5177\u5305\u5b9e\u6218<\/td><td>NLP\u5e38\u7528\u5de5\u5177\u5305\u89e3\u8bfb\uff0c\u5b9e\u4f8b\u6f14\u793a<\/td><\/tr><tr><td>\u94f6\u884c\u5ba2\u6237\u8fd8\u6b3e\u53ef\u80fd\u6027\u9884\u6d4b<\/td><td>\u94f6\u884c\u5ba2\u6237\u6570\u636e\u6765\u9884\u6d4b\u8fd8\u6b3e\u7684\u53ef\u80fd\u6027<\/td><\/tr><tr><td>\u56fe\u50cf\u7279\u5f81\u805a\u7c7b\u5206\u6790\u5b9e\u8df5<\/td><td>\u56fe\u50cf\u6570\u636e\u5982\u4f55\u8fdb\u884c\u805a\u7c7b\u5462\uff1f<\/td><\/tr><tr><td>\u4eba\u53e3\u666e\u67e5\u6570\u636e\u96c6\u9879\u76ee\u5b9e\u6218-\u6536\u5165\u9884\u6d4b<\/td><td>\u6838\u5fc3\u6a21\u677f\uff0c\u6570\u636e\u5206\u6790\uff0c\u53ef\u89c6\u5316\u5565\u7684\u8be5\u6709\u7684\u90fd\u6709<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"user-content-\u6570\u636e\u5206\u6790\u4e0e\u6316\u6398\">\u6570\u636e\u5206\u6790\u4e0e\u6316\u6398<\/h1>\n\n\n\n<p>\u6570\u636e\u5206\u6790\u8fd9\u4e2a\u8bcd\u5927\u5bb6\u5929\u5929\u90fd\u5728\u542c\uff0c\u8981\u5e72\u4ec0\u4e48\u5462\uff1f\u65e0\u975e\u5c31\u662f\u4ece\u6570\u636e\u4e2d\u83b7\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u8fd9\u5176\u4e2d\u65b9\u6cd5\u4e0e\u5957\u8def\u8fd8\u662f\u975e\u5e38\u591a\u7684\u3002 \u8fd9\u4e2a\u65b9\u5411\u4e0d\u9700\u8981\u4ec0\u4e48\u7406\u8bba\u79ef\u7d2f\uff0c\u76f4\u63a5\u4e0a\u6570\u636e\uff0c\u5e72\u5c31\u5f97\u4e86\uff01\u6848\u4f8b\u7684\u79ef\u7d2f\u5c31\u662f\u5b66\u4e60\u8fc7\u7a0b\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6570\u636e\u6316\u6398\u5b9e\u6218\">\u6570\u636e\u6316\u6398\u5b9e\u6218<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6570\u636e\u6316\u6398\u662f\u4ec0\u4e48\uff1f\u548c\u673a\u5668\u5b66\u4e60\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u7b80\u5355\u6765\u8bf4\u6570\u636e\u6316\u6398\u5c31\u662f\u5bf9\u6d77\u91cf\u6570\u636e\u5e94\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6765\u5f97\u5230\u60f3\u8981\u7684\u7ed3\u679c\u3002\u5728\u6570\u636e\u6316\u6398\u4e2d\u91cd\u70b9\u5e76\u4e0d\u662f\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u9009\u62e9\uff0c\u800c\u662f\u600e\u4e48\u6837\u5bf9\u6570\u636e\u8fdb\u884c\u5904\u7406\u624d\u80fd\u5f97\u5230\u66f4\u597d\u7684 \u9884\u6d4b\u7ed3\u679c\uff0c\u5728\u8fd9\u91cc\u7279\u5f81\u5de5\u7a0b\u4e0e\u9884\u5904\u7406\u5c06\u6210\u4e3a\u6838\u5fc3\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u6cf0\u5766\u5c3c\u514b\u53f7\u83b7\u6551\u9884\u6d4b<\/td><td>\u7ecf\u5178\u7684kaggle\u7ade\u8d5b\u6848\u4f8b\uff0c\u5165\u95e8\u6570\u636e\u6316\u6398\u7684\u7b2c\u4e00\u4e2a\u5b9e\u6218\u9879\u76ee<\/td><\/tr><tr><td>\u6570\u636e\u7279\u5f81\u6784\u5efa<\/td><td>\u7279\u5f81\u5de5\u7a0b\u662f\u6570\u636e\u6316\u6398\u7684\u6838\u5fc3\uff0c\u57fa\u4e8esklearn\u8bb2\u89e3\u591a\u79cd\u7279\u5f81\u6784\u5efa\u65b9\u6cd5<\/td><\/tr><tr><td>\u7528\u6237\u753b\u50cf\u5b9e\u6218<\/td><td>\u7528\u6237\u753b\u50cf\u60f3\u5fc5\u5927\u5bb6\u90fd\u542c\u8fc7\u4e86\uff0c\u5982\u4f55\u5e94\u7528\u6570\u636e\u6765\u5b8c\u6210\u753b\u50cf\u5462\uff1f<\/td><\/tr><tr><td>\u96c6\u6210\u7b56\u7565\u5b9e\u4f8b<\/td><td>\u6570\u636e\u6316\u6398\u4e2d\u9009\u62e9\u901a\u5e38\u90fd\u9009\u62e9\u96c6\u6210\u7b56\u7565\u6765\u66f4\u597d\u7684\u63d0\u5347\u6548\u679c<\/td><\/tr><tr><td>Xgboost\u5b9e\u6218<\/td><td>\u96c6\u6210\u4e2d\u7684\u5178\u578b\u4ee3\u8868\uff0c\u7ade\u8d5b\u7684\u5927\u6740\u5668<\/td><\/tr><tr><td>\u4eac\u4e1c\u8d2d\u4e70\u610f\u5411\u9884\u6d4b<\/td><td>\u7ecf\u5178\u9884\u6d4b\u95ee\u9898\uff0c\u57fa\u4e8e\u7528\u6237\u5386\u53f2\u884c\u4e3a\u6570\u636e\u5b8c\u6210\u9884\u6d4b\u4efb\u52a1<\/td><\/tr><tr><td>kaggle\u6570\u636e\u79d1\u5b66\u8c03\u67e5<\/td><td>\u53ef\u89c6\u5316\u5c55\u793akaggle\u7ade\u8d5b\u4e2d\u53c2\u8d5b\u4eba\u5458\u60c5\u51b5<\/td><\/tr><tr><td>\u623f\u4ef7\u9884\u6d4b<\/td><td>\u6570\u636e\u6316\u6398\u5165\u95e8\u7ea7\u522b\u6848\u4f8b\uff0c\u5feb\u901f\u638c\u63e1\u5e38\u89c4\u5957\u8def<\/td><\/tr><tr><td>\u7535\u529b\u654f\u611f\u7528\u6237\u5206\u6790<\/td><td>\u7ade\u8d5b\u5b9e\u4f8b\uff0c\u4e3b\u8981\u8bb2\u89e3\u7279\u5f81\u5de5\u7a0b\u7684\u4f5c\u7528<\/td><\/tr><tr><td>fbprophet\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b<\/td><td>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u975e\u5e38\u5b9e\u7528\u7684\u7b97\u6cd5\uff0c\u7528\u8d77\u6765\u975e\u5e38\u7b80\u5355<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6570\u636e\u6316\u6398\u7ade\u8d5b\u4f18\u80dc\u89e3\u51b3\u65b9\u6848\">\u6570\u636e\u6316\u6398\u7ade\u8d5b\u4f18\u80dc\u89e3\u51b3\u65b9\u6848<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6211\u53c8\u4e0d\u53c2\u52a0\u7ade\u8d5b\uff0c\u4e3a\u4ec0\u4e48\u8981\u770b\u4eba\u5bb6\u7684\u89e3\u51b3\u65b9\u6848\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u7ed9\u5927\u5bb6\u9009\u62e9\u4e86\u5929\u6c60\uff0ckaggle\uff0c\u878d\u673a\u7b49\u5927\u578b\u7ade\u8d5b\u6848\u4f8b\uff0c\u5e76\u4e14\u63d0\u4f9b\u7684\u4ee3\u7801\u548c\u65b9\u6848\u5747\u4e3a\u7ade\u8d5b\u65f6\u4f18\u80dc\u8005\u7684\u89e3\u51b3\u601d\u8def\u3002\u5c31\u597d\u6bd4\u8981\u5b66\u4e0b\u68cb\u5c31\u5f97\u8ddf\u4e0b\u7684\u6700\u597d\u7684\u73a9\u81ea\u5df1\u624d\u4f1a\u63d0\u5347\uff0c \u6848\u4f8b\u4e2d\u5747\u4f1a\u8bb2\u89e3\u4f18\u80dc\u8005\u7684\u601d\u8def\u548c\u6574\u4f53\u89e3\u51b3\u65b9\u6848\u5e76\u63d0\u4f9b\u4ee3\u7801\u5b9e\u73b0\u3002\u975e\u5e38\u6709\u52a9\u4e8e\u5927\u5bb6\u63d0\u5347\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u5feb\u624b\u77ed\u89c6\u9891\u7528\u6237\u6d3b\u8dc3\u5ea6\u5206\u6790<\/td><td>\u57fa\u4e8e\u7528\u6237\u7684\u884c\u4e3a\u6570\u636e\u6765\u9884\u6d4b\u63a5\u4e0b\u6765\u7684\u6d3b\u8dc3\u7a0b\u5ea6<\/td><\/tr><tr><td>\u5de5\u4e1a\u5316\u5de5\u751f\u4ea7\u9884\u6d4b<\/td><td>\u5bf9\u5316\u5de5\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u5efa\u6a21\u9884\u6d4b\u751f\u4ea7\u6548\u7387<\/td><\/tr><tr><td>\u667a\u6167\u57ce\u5e02-\u9053\u8def\u901a\u884c\u65f6\u95f4\u9884\u6d4b<\/td><td>\u5f88\u63a5\u5730\u6c14\u7684\u7ade\u8d5b\uff0c\u57fa\u4e8e\u9053\u8def\u6570\u636e\u9884\u6d4b\u901a\u884c\u65f6\u95f4<\/td><\/tr><tr><td>\u7279\u5f81\u5de5\u7a0b\u5efa\u6a21\u53ef\u89e3\u91ca\u5de5\u5177\u5305<\/td><td>\u6570\u636e\u6316\u6398\u4e2d\u5f88\u96be\u7684\u4e00\u70b9\u5c31\u662f\u8fdb\u884c\u7279\u5f81\u89e3\u91ca\uff0c\u8fd9\u4e9b\u5de5\u5177\u5305\u975e\u5e38\u5b9e\u7528<\/td><\/tr><tr><td>\u533b\u5b66\u7cd6\u5c3f\u75c5\u6570\u636e\u547d\u540d\u5b9e\u4f53\u8bc6\u522b<\/td><td>\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b97\u6cd5\u8bb2\u89e3\u4e0e\u5e94\u7528\u5b9e\u4f8b\u5206\u6790<\/td><\/tr><tr><td>\u8d37\u6b3e\u5e73\u53f0\u98ce\u63a7\u6a21\u578b-\u7279\u5f81\u5de5\u7a0b<\/td><td>\u7528\u56fe\u6a21\u578b\u6765\u6784\u5efa\u7279\u5f81\u5de5\u7a0b\uff0c\u8fd9\u5957\u601d\u8def\u5e94\u7528\u5f88\u5e7f<\/td><\/tr><tr><td>\u65b0\u95fb\u5173\u952e\u8bcd\u62bd\u53d6\u6a21\u578b<\/td><td>\u5173\u952e\u8bcd\u62bd\u53d6\u53ef\u4ee5\u8bf4\u662fNLP\u5fc5\u5907\u6280\u80fd\u4e86<\/td><\/tr><tr><td>\u673a\u5668\u5b66\u4e60\u9879\u76ee\u5b9e\u6218\u6a21\u677f<\/td><td>\u6a21\u677f\u6765\u4e86\uff0c\u4ee5\u540e\u6709\u4efb\u52a1\u53ef\u4ee5\u5957\u7528\u4e86\uff0c\u65b9\u6cd5\u90fd\u5dee\u4e0d\u591a<\/td><\/tr><tr><td>\u7535\u529b\u654f\u611f\u7528\u6237\u5206\u6790<\/td><td>\u7ade\u8d5b\u5b9e\u4f8b\uff0c\u4e3b\u8981\u8bb2\u89e3\u7279\u5f81\u5de5\u7a0b\u7684\u4f5c\u7528<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6570\u636e\u5206\u6790\u5b9e\u6218\">\u6570\u636e\u5206\u6790\u5b9e\u6218<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6570\u636e\u5206\u6790\u7684\u91cd\u70b9\u53c8\u662f\u4ec0\u4e48\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6570\u636e\u6316\u6398\u4e3b\u8981\u662f\u5efa\u6a21\u6765\u8fdb\u884c\u9884\u6d4b\uff0c\u6570\u636e\u5206\u6790\u5219\u91cd\u5728\u53ef\u89c6\u5316\u5c55\u793a\uff0c\u5206\u6790\u5176\u4e2d\u5404\u9879\u6307\u6807\u5bf9\u7ed3\u679c\u7684\u5f71\u54cd\u7b49\u3002\u7ed9\u5927\u5bb6\u9009\u62e9\u4e86\u4e00\u4e9b\u7ecf\u5178\u5206\u6790\u6848\u4f8b\uff0c\u5f88\u591a\u90fd\u53ef\u4ee5\u76f4\u63a5\u5f53\u4f5c\u6a21\u677f\u6765\u4f7f\u7528<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u6563\u70b9\u56fe\u7ed8\u5236\u6280\u5de7<\/td><td>\u90fd\u8bf4\u4e86\u53ef\u89c6\u5316\u662f\u91cd\u70b9\uff0c\u753b\u56fe\u80af\u5b9a\u5fc5\u987b\u7684\u4e86<\/td><\/tr><tr><td>\u7ebd\u7ea6\u51fa\u79df\u8f66\u8fd0\u884c\u60c5\u51b5\u5206\u6790\u5efa\u6a21<\/td><td>\u7528\u4e86\u597d\u591a\u5de5\u5177\u5305\uff0c\u53ef\u4ee5\u719f\u6089\u4e0b\u5bf9\u5730\u7406\u6570\u636e\u5982\u4f55\u8fdb\u884c\u5206\u6790\u4e0e\u5c55\u793a<\/td><\/tr><tr><td>\u57fa\u4e8e\u7edf\u8ba1\u5206\u6790\u7684\u7535\u5f71\u63a8\u8350\u4efb\u52a1<\/td><td>\u7edf\u8ba1\u5206\u6790\u5e38\u7528\u65b9\u6cd5\uff0c\u8fd8\u80fd\u505a\u63a8\u8350<\/td><\/tr><tr><td>\u6570\u636e\u5206\u6790\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u677f<\/td><td>\u8fd9\u4e2a\u6a21\u677f\u771f\u7684\u975e\u5e38\u5168\u9762\u4e86\uff0c\u5206\u6790\uff0c\u5c55\u793a\uff0c\u5efa\u6a21\uff0c\u8bc4\u4f30\uff0c\u7b80\u76f4\u4e00\u5957\u9f99\u4e86<\/td><\/tr><tr><td>\u6570\u636e\u964d\u7ef4<\/td><td>\u51e0\u79cd\u5e38\u7528\u7684\u964d\u7ef4\u7b97\u6cd5\u5bf9\u6bd4\u5206\u6790\u4e0e\u5c55\u793a<\/td><\/tr><tr><td>\u5546\u54c1\u53ef\u89c6\u5316\u5c55\u793a\u4e0e\u6587\u672c\u5904\u7406<\/td><td>\u6587\u672c\u6570\u636e\u9884\u5904\u7406\u4e0e\u53ef\u89c6\u5316\u5c55\u793a<\/td><\/tr><tr><td>\u591a\u53d8\u91cf\u5206\u6790<\/td><td>\u591a\u53d8\u91cf\u5206\u6790\u4e5f\u662f\u6570\u636e\u5206\u6790\u4e2d\u5e38\u89c1\u7684\u65b9\u6cd5<\/td><\/tr><tr><td>\u5546\u54c1\u8ba2\u5355\u6570\u636e\u96c6\u5206\u6790<\/td><td>\u8ba2\u5355\u6570\u636e\u96c6\u5206\u6790<\/td><\/tr><tr><td>KIVA\u8d37\u6b3e\u6570\u636e\u5206\u6790<\/td><td>\u8d37\u6b3e\u6570\u636e\u96c6\u5206\u6790<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\">\u6df1\u5ea6\u5b66\u4e60<\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u7ec8\u4e8e\u8bf4\u5230\u6df1\u5ea6\u5b66\u4e60\u4e86\uff0c\u90fd\u9700\u8981\u5b66\u4ec0\u4e48\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6df1\u5ea6\u5b66\u4e60\u53ef\u4ee5\u8bf4\u662f\u5f53\u4e0b\u6700\u597d\u7528\u7684\u7b97\u6cd5\u4e86\uff0c\u5404\u4e2a\u9886\u57df\u90fd\u80fd\u5403\u5f97\u5f00\u3002\u5176\u5b9e\u6700\u6838\u5fc3\u7684\u8fd8\u662f\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\uff0c\u56e0\u4e3a\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u66f4\u9002\u7528\u4e8e\u56fe\u50cf\u548c\u6587\u672c\u6570\u636e\u3002 \u4e3b\u8981\u9700\u8981\u638c\u63e1\u7684\u5c31\u662f\u7b97\u6cd5\u548c\u6846\u67b6\u4e86\uff0c\u7b97\u6cd5\u5c31\u662fCNN,RNN\u8fd9\u4e9b\u7ecf\u5178\u7f51\u7edc\u6a21\u578b\uff0c\u6846\u67b6\u5c31\u662f\u5b9e\u6218\u7684\u5de5\u5177\u4e86\u4f8b\u5982tenorflow,Pytorch\u7b49\uff0c\u540e\u9762\u8fd8\u4f1a\u8be6\u7ec6\u8bf4\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6df1\u5ea6\u5b66\u4e60\u542c\u8d77\u6765\u6bd4\u8f83\u9ad8\u5927\u4e0a\uff0c\u662f\u4e0d\u662f\u6bd4\u673a\u5668\u5b66\u4e60\u96be\u5f88\u591a\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u597d\u50cf\u73b0\u5728\u597d\u591a\u5c0f\u4f19\u4f34\u4e00\u62ff\u5230\u4efb\u52a1\uff0c\u7b2c\u4e00\u4e2a\u60f3\u6cd5\u90fd\u662f\u76f4\u63a5\u7528\u6df1\u5ea6\u5b66\u4e60\u505a\u3002\u5982\u679c\u6df1\u5ea6\u5b66\u4e60\u96be\u5ea6\u5927\uff0c\u505a\u8d77\u6765\u9ebb\u70e6\uff0c\u90a3\u8fd8\u80fd\u6709\u8fd9\u4e48\u9ad8\u7684\u70ed\u5ea6\u5417\uff1f\u5176\u5b9e\u6070\u6070\u76f8\u53cd\uff0c\u6211\u89c9\u5f97\u6df1\u5ea6\u5b66\u4e60 \u771f\u7684\u6bd4\u673a\u5668\u5b66\u4e60\u7b80\u5355\u5f88\u591a\uff0c\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u9700\u8981\u6211\u4eec\u5bf9\u4e0d\u540c\u7684\u6570\u636e\u9009\u62e9\u4e0d\u540c\u7684\u9884\u5904\u7406\u65b9\u6cd5\u548c\u7279\u5f81\u5de5\u7a0b\u6784\u5efa\u65b9\u6cd5\u3002\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u5957\u8def\u76f8\u5bf9\u6765\u8bf4\u66f4\u56fa\u5b9a\u4e00\u4e9b\uff0c\u800c\u4e14\u6709\u8fd9\u4e9b\u5f00\u6e90\u6846\u67b6 \u548c\u5404\u5927\u7ecf\u5178\u7f51\u7edc\u67b6\u6784\uff0c\u6211\u4eec\u901a\u5e38\u9700\u8981\u505a\u7684\u5c31\u662f\u5957\u7528\u5c31\u53ef\u4ee5\u4e86\u3002\u6574\u4f53\u96be\u5ea6\u8981\u6bd4\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u66f4\u5bb9\u6613\u4e00\u4e9b\uff08\u53ea\u662f\u76f8\u5bf9\u6765\u8bf4\uff01\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u5fc5\u5907\u7b97\u6cd5\">\u6df1\u5ea6\u5b66\u4e60\u5fc5\u5907\u7b97\u6cd5<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6df1\u5ea6\u5b66\u4e60\u90fd\u9700\u8981\u5b66\u54ea\u4e9b\u7b97\u6cd5\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7b97\u6cd5\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u795e\u7ecf\u7f51\u7edc<\/td><td>\u795e\u7ecf\u7f51\u7edc\u662f\u6700\u57fa\u7840\u7684\uff0c\u76f8\u5f53\u4e8e\u4e3a\u540e\u9762\u7f51\u7edc\u7684\u5b66\u4e60\u6253\u4e0b\u57fa\u7840<\/td><\/tr><tr><td>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/td><td>\u8fd9\u4e2a\u5927\u5bb6\u542c\u8d77\u6765\u5f88\u719f\u6089\u5427\uff0c\u6df1\u5ea6\u5b66\u4e60\u4e2d\u7684\u5927\u54e5\u5927\uff01\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u6838\u5fc3\u7f51\u7edc<\/td><\/tr><tr><td>\u9012\u5f52\u795e\u7ecf\u7f51\u7edc<\/td><td>\u5317\u4e54\u5cf0\uff0c\u5357\u6155\u5bb9\uff0c\u5b83\u5c31\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e2d\u7684\u5927\u54e5\u5927\u4e86\uff01<\/td><\/tr><tr><td>\u5bf9\u6297\u751f\u6210\u7f51\u7edc<\/td><td>\u73b0\u5728\u6bd4\u8f83\u706b\u7684\u6a21\u578b\uff0c\u73a9\u8d77\u6765\u5f88\u6709\u8da3\uff0c\u53ef\u4ee5\u8fdb\u884c\u5404\u79cd\u56fe\u50cf\u878d\u5408<\/td><\/tr><tr><td>\u5e8f\u5217\u7f51\u7edc\u6a21\u578b<\/td><td>NLP\u4e2d\u5e38\u7528\u67b6\u6784\uff0c\u673a\u5668\u5b66\u4e60\u7ffb\u8bd1\u6a21\u578b\uff0c\u5e94\u7528\u70b9\u6bd4\u8f83\u591a<\/td><\/tr><tr><td>\u5404\u5927\u7ecf\u5178\u7f51\u7edc\u67b6\u6784<\/td><td>\u521a\u624d\u8bf4\u7684CNN\u548cRNN\u90fd\u662f\u6bd4\u8f83\u57fa\u7840\u7684\u7f51\u7edc\u6a21\u578b\uff0c\u5728\u5176\u57fa\u7840\u4e0a\u8fd8\u6709\u5f88\u591a\u62d3\u5c55\u9700\u8981\u5927\u5bb6\u638c\u63e1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u5fc5\u5907\u5de5\u5177\">\u6df1\u5ea6\u5b66\u4e60\u5fc5\u5907\u5de5\u5177<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u4ec0\u4e48\u662f\u6846\u67b6\uff1f\u80fd\u5e2e\u6211\u4eec\u505a\u4ec0\u4e48\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6846\u67b6\u597d\u6bd4\u8bf4\u4f60\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u7f51\u7edc\u6a21\u578b\uff0c\u4f46\u662f\u5982\u679c\u628a\u5176\u4e2d\u5177\u4f53\u7684\u8ba1\u7b97\u8fc7\u7a0b\u5168\u90e8\u81ea\u5df1\u5b8c\u6210\u5c31\u592a\u9ebb\u70e6\u4e86\u3002\u6846\u67b6\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u8ba1\u7b97\u65b9\u6cd5\u5e76\u4e14\u4e0d\u9700\u8981\u54b1\u4eec\u6765\u5b8c\u6210\uff0c\u4e00\u5957\u5168\u81ea\u52a8\u7684\u8ba1\u7b97\u3002 \u76f8\u5f53\u4e8e\u6211\u4eec\u53ea\u9700\u8981\u8bbe\u8ba1\u597d\u7ed3\u6784\uff0c\u5177\u4f53\u7684\u65bd\u5de5\u5c31\u4ea4\u7ed9\u5b83\u4e86\u3002\u8981\u73a9\u6df1\u5ea6\u5b66\u4e60\u5fc5\u5907\u7684\u5c31\u662f\u6846\u67b6\u4e86\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u54ea\u5bb6\u5f3a\uff1f<\/li>\n<\/ul>\n\n\n\n<p>tensorflow,Pytorch,keras,caffe\u7b49\uff0c\u6709\u8fd9\u4e48\u591a\u6846\u67b6\uff0c\u6211\u8be5\u9009\u54ea\u4e00\u4e2a\u5462\uff1f\u662f\u4e0d\u662f\u4e0d\u540c\u6846\u67b6\u5dee\u5f02\u5f88\u5927\u5462\uff1f \u73b0\u5728\u6700\u4e3b\u6d41\u7684\u5c31\u662ftensorflow\u548cPyTorch\u4e86\uff0c\u76f8\u5f53\u4e8e\u80af\u5fb7\u57fa\u548c\u9ea6\u5f53\u52b3\u5427\u3002\u90fd\u5f88\u5f3a\uff0c\u81f3\u4e8e\u5177\u4f53\u9009\u62e9\u54ea\u4e00\u4e2a\u8fd8\u662f\u53c2\u8003\u5927\u5bb6\u5404\u81ea\u7684\u9879\u76ee\u7ec4\u548c\u4efb\u52a1\u9700\u6c42\u5427\u3002\u5982\u679c\u975e\u8981\u6211\u63a8\u8350\u4e00\u4e2a \u6211\u4f1a\u7ed9\u5927\u5bb6\u63a8\u8350PyTorch\uff0c\u56e0\u4e3a\u66f4\u7b80\u6d01\u901a\u4fd7\u3002\u8fd9\u4e9b\u6846\u67b6\u6211\u5168\u90fd\u7528\u8fc7\uff0c\u6700\u4e3b\u8981\u7684\u539f\u56e0\u5c31\u662f\u5de5\u4f5c\u4e2d\u7ecf\u5e38\u9700\u8981\u53c2\u8003\u8bba\u6587\u548c\u5f00\u6e90\u9879\u76ee\uff0c\u4e00\u822c\u522b\u4eba\u8bba\u6587\u4e2d\u6e90\u7801\u7528\u4ec0\u4e48\u6846\u67b6\u6211\u4e5f\u5c31\u63a5\u7740\u8fdb\u884c \u4e8c\u6b21\u5f00\u53d1\u4e86\uff0c\u6240\u4ee5\u8fd9\u4e9b\u6846\u67b6\u65e9\u665a\u5927\u5bb6\u90fd\u4f1a\u7528\u4e00\u904d\u7684\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6846\u67b6\u8be5\u600e\u4e48\u5b66\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6846\u67b6\u6ca1\u6709\u4ec0\u4e48\u7406\u8bba\u53ef\u8c08\uff0c\u4e5f\u4e0d\u7528\u770b\u5404\u79cd\u957f\u7bc7\u5927\u8bba\uff0c\u76f4\u63a5\u7528\u5c31\u5f97\u4e86\uff01\u5176\u5b9e\u5c31\u662f\u4e00\u4e2a\u5de5\u5177\u5305\uff0c\u8fb9\u7528\u8fb9\u5b66\uff0c\u6848\u4f8b\u5f53\u6a21\u677f\u6765\u603b\u7ed3\u5c31\u53ef\u4ee5\u4e86\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u9488\u5bf9\u4e0d\u540c\u6846\u67b6\uff0c\u5206\u522b\u7ed9\u5927\u5bb6\u51c6\u5907\u4e86\u4e30\u5bcc\u7684\u5b9e\u6218\u9879\u76ee\u548c\u5b66\u4e60\u5185\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6846\u67b6\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>Caffe\u6846\u67b6<\/td><td>\u8fdc\u53e4\u65f6\u4ee3\u7684\u795e\u7ea7\u6846\u67b6\uff0c\u73b0\u5728\u6709\u70b9\u8dcc\u843d\u795e\u575b\u4e86\uff0c\u6211\u5b66\u4e60\u7684\u7b2c\u4e00\u4e2a\u6846\u67b6<\/td><\/tr><tr><td>Tensorflow2\u7248\u672c<\/td><td>2\u7248\u672c\u505a\u4e86\u5f88\u591a\u6539\u8fdb\uff0c\u7ec8\u4e8e\u66f4\u4eba\u6027\u5316\u4e86\uff0c\u7528\u8d77\u6765\u6bd41\u7248\u672c\u8212\u670d\u591a\u4e86<\/td><\/tr><tr><td>Keras<\/td><td>\u4e00\u53e5\u8bdd\u6982\u8ff0\u5c31\u662f\u7b80\u5355\uff01\u7b80\u5355\uff01\u7b80\u5355\uff01\u90fd\u4e0d\u7528\u5b66\uff0c\u770b\u4ee3\u7801\u975e\u5e38\u5bb9\u6613\u7406\u89e3<\/td><\/tr><tr><td>PyTorch<\/td><td>\u73b0\u9636\u6bb5\u6700\u706b\u7684\u6846\u67b6\uff0c\u6211\u4f30\u8ba1\u4e5f\u662f\u4eca\u5e74\uff082020\uff09\u6700\u6d41\u884c\u7684\u6846\u67b6\u4e86\uff0c\u63a8\u8350\uff01<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6<\/h1>\n\n\n\n<p>\u9488\u5bf9\u5404\u5927\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u5747\u7ed9\u5927\u5bb6\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5b9e\u6218\u6848\u4f8b\uff0c\u7528\u54ea\u4e2a\u5c31\u770b\u5927\u5bb6\u7684\u559c\u597d\u4e86\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-tensorflow2\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-Tensorflow2<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8bf7\u7ed9\u6211\u4e00\u4e2a\u5b66tensorflow2\u7684\u7406\u7531!<\/li>\n<\/ul>\n\n\n\n<p>\u8c37\u6b4c\u51fa\u54c1\u6211\u5c31\u4e0d\u7528\u591a\u89e3\u91ca\u4e86\uff0c\u4eba\u5bb6\u8c37\u6b4c\u90a3\u4e48\u591a\u5f00\u6e90\u9879\u76ee\u80af\u5b9a\u90fd\u662f\u57fa\u4e8eTF\u6846\u67b6\u7684\uff0c\u8981\u5b66\u4e60\u6216\u8005\u53c2\u8003\u4eba\u5bb6\u5f00\u6e90\u9879\u76ee\u548c\u8bba\u6587\u80af\u5b9a\u8981\u5b66TF\u7684\uff0c\u5de5\u4e1a\u754c\u5e94\u7528\u4e5f\u975e\u5e38\u5e7f\u6cdb\u3002\u8fd9\u6ce2\u80af\u5b9a\u4e0d\u4e8f\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u7ed9\u5927\u5bb6\u51c6\u5907\u7684\u6848\u4f8b\u5185\u5bb9\uff0c\u501f\u7528\u7a0b\u54ac\u91d1\u7684\u914d\u97f3\uff1a\u4e00\u4e2a\u5b57\uff0c\u5e72!<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>tensorflow\u5b89\u88c5\u4e0e\u7b80\u4ecb<\/td><td>2\u7248\u672c\u7684\u4ecb\u7ecd\u4e8e\u5b89\u88c5\u65b9\u6cd5\uff0c\u7b80\u5355\u8fc7\u4e00\u4e0b\u5c31\u597d<\/td><\/tr><tr><td>\u795e\u7ecf\u7f51\u7edc\u539f\u7406\u89e3\u8bfb\u4e0e\u6574\u4f53\u67b6\u6784<\/td><td>\u590d\u4e60\u4e0b\u795e\u7ecf\u7f51\u7edc\u67b6\u6784<\/td><\/tr><tr><td>\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u5206\u7c7b\u4e0e\u56de\u5f52\u4efb\u52a1<\/td><td>\u7528TF\u5b8c\u6210\u57fa\u672c\u7684\u5206\u7c7b\u4e8e\u56de\u5f52\u4efb\u52a1\uff0c\u638c\u63e1\u5176\u5e94\u7528\u65b9\u6cd5<\/td><\/tr><tr><td>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u539f\u7406\u4e0e\u53c2\u6570\u89e3\u8bfb<\/td><td>CNN\u7684\u67b6\u6784\u4e8e\u5176\u4e2d\u6bcf\u4e00\u4e2a\u53c2\u6570\u8be6\u89e3<\/td><\/tr><tr><td>\u732b\u72d7\u8bc6\u522b\u5b9e\u6218<\/td><td>\u7ecf\u5178\u7684\u56fe\u50cf\u5206\u7c7b\u4efb\u52a1\uff0c\u8fd9\u91cc\u8981\u8bb2\u5f88\u591a\u5185\u5bb9\uff0c\u975e\u5e38\u91cd\u8981<\/td><\/tr><tr><td>\u56fe\u50cf\u6570\u636e\u589e\u5f3a\u5b9e\u4f8b<\/td><td>\u6570\u636e\u589e\u5f3a\u53ef\u4ee5\u8bf4\u4e86\u73b0\u5728\u5fc5\u5907\u6280\u80fd\u4e86<\/td><\/tr><tr><td>\u8bad\u7ec3\u7b56\u7565-\u8fc1\u79fb\u5b66\u4e60\u5b9e\u6218<\/td><td>\u8fc1\u79fb\u5b66\u4e60\u5e26\u6765\u7684\u6548\u679c\u8fd8\u662f\u76f8\u5f53\u53ef\u4ee5\u7684<\/td><\/tr><tr><td>\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u4e0e\u8bcd\u5411\u91cf\u539f\u7406\u89e3\u8bfb<\/td><td>RNN\u6a21\u578b\u89e3\u8bfb<\/td><\/tr><tr><td>\u57fa\u4e8eTensorFlow\u5b9e\u73b0word2vec<\/td><td>\u8bcd\u5411\u91cf\u6a21\u578b\u89e3\u8bfb\uff0c\u5e76\u57fa\u4e8eTF\u6765\u5b9e\u73b0<\/td><\/tr><tr><td>\u57fa\u4e8eRNN\u6a21\u578b\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u4efb\u52a1<\/td><td>\u57fa\u4e8eTF\u5b8c\u6210\u6587\u672c\u5206\u7c7b\u4efb\u52a1<\/td><\/tr><tr><td>tfrecord\u5236\u4f5c\u6570\u636e\u6e90<\/td><td>\u6570\u636e\u6e90\u5236\u4f5c\u5b9e\u4f8b<\/td><\/tr><tr><td>\u5c06CNN\u7f51\u7edc\u5e94\u7528\u4e8e\u6587\u672c\u5206\u7c7b\u5b9e\u6218<\/td><td>CNN\u4e5f\u80fd\u73a9\u6587\u672c\u5206\u7c7b<\/td><\/tr><tr><td>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b<\/td><td>\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5904\u7406\u4e0e\u5efa\u6a21\u5b9e\u4f8b<\/td><\/tr><tr><td>\u5bf9\u6297\u751f\u6210\u7f51\u7edc\u5b9e\u6218<\/td><td>GAN\u6765\u5566\uff0c\u8fd9\u4e2a\u53ef\u597d\u73a9\u4e86<\/td><\/tr><tr><td>\u57fa\u4e8eCycleGan\u5f00\u6e90\u9879\u76ee\u5b9e\u6218\u56fe\u50cf\u878d\u5408<\/td><td>\u6211\u6700\u559c\u6b22\u73a9\u7684GAN\uff0c\u6548\u679c\u76f8\u5f53\u9017\u4e86\uff01<\/td><\/tr><tr><td>\u7ecf\u5178\u7f51\u7edc\u67b6\u6784Resnet\u5b9e\u6218<\/td><td>\u5fc5\u987b\u61c2\u7684\u7f51\u7edc\u67b6\u6784\uff0c\u5b66\u5c31\u5f97\u4e86\uff01<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-pytorch\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-Pytorch<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u542c\u8bf4\u5b83\u5f88\u706b\uff0c\u4e3a\u5565\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>19\u5e74\u5e95Pytorch\u6846\u67b6\u4f7f\u7528\u4eba\u6570\u5df2\u7ecf\u8d85\u8d8atensorflow\u6210\u4e3a\u5f53\u4e0b\u6700\u706b\u7684\u6846\u67b6\uff0c\u539f\u56e0\u5176\u5b9e\u5f88\u7b80\u5355\uff0c\u5927\u5bb6\u90fd\u559c\u6b22\u7528\u66f4\u7b80\u5355\u6613\u61c2\u7684\u6846\u67b6\u3002\u6574\u4f53\u7684\u611f\u89c9\u786e\u5b9e\u6bd4tensorflow\u597d\u4e0a\u624b\u800c\u4e14 \u8c03\u8bd5\u8d77\u6765\u5341\u5206\u65b9\u4fbf\uff0c\u4e5f\u662f\u5efa\u8bae\u521d\u5b66\u7684\u540c\u5b66\u4eec\u4f18\u5148\u9009\u62e9Pytorch\u6846\u67b6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>PyTorch\u6846\u67b6\u57fa\u672c\u5904\u7406\u64cd\u4f5c<\/td><td>PyTorch\u7b80\u5355\u719f\u6089\u4e00\u4e0b\u5c31\u597d\uff0c\u4e0a\u624b\u975e\u5e38\u7b80\u5355<\/td><\/tr><tr><td>\u795e\u7ecf\u7f51\u7edc\u5b9e\u6218\u5206\u7c7b\u4e0e\u56de\u5f52\u4efb\u52a1<\/td><td>\u7528PyTorch\u6784\u5efa\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff0c\u786e\u5b9e\u6bd4TF\u7528\u7684\u987a\u624b<\/td><\/tr><tr><td>\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u539f\u7406\u4e0e\u53c2\u6570\u89e3\u8bfb<\/td><td>CNN\u6a21\u578b\u67b6\u6784\u4e0e\u53c2\u6570\u4e66\u89e3\u8bfb<\/td><\/tr><tr><td>\u56fe\u50cf\u8bc6\u522b\u6838\u5fc3\u6a21\u5757\u5b9e\u6218\u89e3\u8bfb<\/td><td>\u975e\u5e38\u91cd\u8981\uff0cPyTorch\u4e2d\u7684\u56fe\u50cf\u5904\u7406\u6838\u5fc3\u6a21\u5757<\/td><\/tr><tr><td>\u8fc1\u79fb\u5b66\u4e60\u7684\u4f5c\u7528\u4e0e\u5e94\u7528\u5b9e\u4f8b<\/td><td>PyTorch\u4e2d\u52a0\u8f7d\u6a21\u578b\u6765\u8fdb\u884c\u8fc1\u79fb\u5b66\u4e60<\/td><\/tr><tr><td>\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u4e0e\u8bcd\u5411\u91cf\u539f\u7406\u89e3\u8bfb<\/td><td>RNN\u6a21\u578b\u67b6\u6784\u89e3\u8bfb<\/td><\/tr><tr><td>\u65b0\u95fb\u6570\u636e\u96c6\u6587\u672c\u5206\u7c7b\u5b9e\u6218<\/td><td>\u57fa\u4e8ePyTorch\u6765\u6784\u5efa\u6587\u672c\u5206\u7c7b\u6a21\u578b<\/td><\/tr><tr><td>\u5bf9\u6297\u751f\u6210\u7f51\u7edc\u67b6\u6784\u539f\u7406\u4e0e\u5b9e\u6218\u89e3\u6790<\/td><td>GAN\u6a21\u578b\u901a\u4fd7\u89e3\u8bfb<\/td><\/tr><tr><td>\u57fa\u4e8eCycleGan\u5f00\u6e90\u9879\u76ee\u5b9e\u6218\u56fe\u50cf\u878d\u5408<\/td><td>PyTorch\u7248\u672c\u7684CYCLEGAN\uff0c\u8fd9\u4e2a\u5f00\u6e90\u9879\u76ee\u5199\u7684\u76f8\u5f53\u68d2<\/td><\/tr><tr><td>OCR\u6587\u5b57\u8bc6\u522b\u539f\u7406<\/td><td>OCR\u5176\u5b9e\u539f\u7406\u5f88\u7b80\u5355\uff0c\u9700\u8981\u591a\u4e2a\u6a21\u578b\u534f\u52a9\u5b8c\u6210<\/td><\/tr><tr><td>OCR\u6587\u5b57\u8bc6\u522b\u9879\u76ee\u5b9e\u6218<\/td><td>\u6784\u5efaOCR\u7f51\u7edc\u6a21\u578b<\/td><\/tr><tr><td>\u57fa\u4e8e3D\u5377\u79ef\u7684\u89c6\u9891\u5206\u6790\u4e0e\u52a8\u4f5c\u8bc6\u522b<\/td><td>\u75283D\u5377\u79ef\u6765\u5904\u7406\u89c6\u9891\u6570\u636e\u5e76\u5b8c\u6210\u884c\u4e3a\u8bc6\u522b<\/td><\/tr><tr><td>\u57fa\u4e8ePyTorch\u5b9e\u6218BERT\u6a21\u578b<\/td><td>BERT\u8fd9\u4e2a\u67b6\u6784\u592a\u706b\u4e86\uff0c\u5fc5\u5907\u6a21\u578b\u4e4b\u4e00<\/td><\/tr><tr><td>PyTorch\u6846\u67b6\u5b9e\u6218\u6a21\u677f\u89e3\u8bfb<\/td><td>\u63d0\u4f9b\u4e00\u4e2a\u6a21\u677f\uff0c\u4ee5\u540e\u6709\u4efb\u52a1\u53ef\u4ee5\u57fa\u4e8e\u6a21\u677f\u6765\u8fdb\u884c\u6539\u8fdb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-keras\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-Keras<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;Keras\u90fd\u8bf4\u7b80\u5355\uff0c\u6709\u591a\u7b80\u5355\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6574\u4f53\u611f\u89c9\u5c31\u662f\u5565\u90fd\u4e0d\u7528\u5b66\uff0c\u4ece\u6848\u4f8b\u5f00\u59cb\u76f4\u63a5\u7528\u5c31\u597d\u4e86\uff0cTF2\u7248\u672c\u5176\u5b9e\u8ddfkeras\u5f88\u50cf\u3002\u9002\u5408\u505a\u5b9e\u9a8c\u5199\u8bba\u6587\uff0c\u7b80\u5355\u5feb\u901f\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u5b89\u88c5\u4e0e\u7b80\u4ecb<\/td><td>keras\u5b89\u88c5\u4e0e\u4e0a\u624b\u5f88\u5bb9\u6613\uff0c\u57fa\u4e8etf\u6765\u8fdb\u884c<\/td><\/tr><tr><td>\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/td><td>\u642d\u5efa\u4e2a\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u6765\u8bd5\u8bd5\u6c34<\/td><\/tr><tr><td>\u518d\u6218\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/td><td>CNN\u6a21\u578b\u6784\u5efa\u8d77\u6765\u4e5f\u975e\u5e38\u5bb9\u6613<\/td><\/tr><tr><td>LSTM\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u4efb\u52a1<\/td><td>LSTM\u6a21\u578b\u5e94\u7528\u4e8e\u65f6\u95f4\u5e8f\u5217\u4efb\u52a1<\/td><\/tr><tr><td>\u6587\u672c\u5206\u7c7b\u5b9e\u6218<\/td><td>\u6587\u672c\u5206\u7c7b\u5b9e\u4f8b<\/td><\/tr><tr><td>\u591a\u6807\u7b7e\u4e0e\u591a\u8f93\u51fa<\/td><td>\u591a\u6807\u7b7e\u4efb\u52a1\u5f88\u5e38\u89c1\uff0c\u5f88\u6709\u5b66\u4e60\u4ef7\u503c<\/td><\/tr><tr><td>\u65b0\u95fb\u6570\u636e\u96c6\u6587\u672c\u5206\u7c7b\u5b9e\u6218<\/td><td>\u57fa\u4e8ekeras\u7684\u6587\u672c\u5206\u7c7b\u4efb\u52a1<\/td><\/tr><tr><td>\u6570\u636e\u589e\u5f3a<\/td><td>\u6570\u636e\u589e\u5f3a\u5b9e\u4f8b\u89e3\u8bfb<\/td><\/tr><tr><td>\u5bf9\u6297\u751f\u6210\u7f51\u7edc<\/td><td>GAN\u67b6\u6784\uff0c\u7528keras\u6765\u505a\u66f4\u7b80\u5355<\/td><\/tr><tr><td>\u8fc1\u79fb\u5b66\u4e60\u4e0eResnet\u6b8b\u5dee\u7f51\u7edc<\/td><td>resnet\u6a21\u578b\u5927\u5bb6\u4e00\u5b9a\u81ea\u5df1\u52a8\u624b\u73a9\u4e00\u904d<\/td><\/tr><tr><td>\u5730\u5740\u90ae\u7f16\u591a\u5e8f\u5217\u4efb\u52a1<\/td><td>\u6587\u672c\u6a21\u578b\u5b9e\u4f8b<\/td><\/tr><tr><td>seq2seq\u7f51\u7edc\u5b9e\u6218<\/td><td>\u5e8f\u5217\u7f51\u7edc\u6a21\u578b\u5e94\u7528\u8fd8\u662f\u6bd4\u8f83\u5e7f\u7684<\/td><\/tr><tr><td>\u5b9e\u6218\u6a21\u677f\u603b\u7ed3<\/td><td>\u7ed9\u5927\u5bb6\u63d0\u4f9b\u7684keras\u6a21\u677f\uff0c\u518d\u6709\u4efb\u52a1\u76f4\u63a5\u5199\u5c31\u597d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-caffe\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6-Caffe<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;Caffe\u6846\u67b6\u73b0\u9636\u6bb5\u8fd8\u6709\u5fc5\u8981\u5b66\u4e60\u5417\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u89c9\u5f97\u73b0\u9636\u6bb5\u5df2\u7ecf\u6709tensorflow\u548cpytorch\u4e86\uff0c\u6682\u65f6\u8f6e\u4e0d\u5230caffe\u767b\u573a\u4e86\uff0c\u521d\u5b66\u7684\u540c\u5b66\u4eec\u5c31\u4e0d\u63a8\u8350\u4e86\u3002\u53ef\u80fd\u6709\u4e9b\u8bba\u6587\u548c\u4efb\u52a1\u8fd8\u662f\u9700\u8981caffe\u6846\u67b6\uff0c\u9700\u8981\u7684\u540c\u5b66\u4eec\u81ea\u53d6\u5c31\u597d\u5566\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>Caffe\u914d\u7f6e\u6587\u4ef6\u89e3\u8bfb<\/td><td>Caffe\u6846\u67b6\u5e38\u7528\u914d\u7f6e\u6587\u4ef6\u89e3\u8bfb<\/td><\/tr><tr><td>\u591a\u79cd\u6570\u636e\u96c6\u6784\u5efa\u65b9\u6cd5<\/td><td>\u6570\u636e\u96c6\u6784\u5efa\u65b9\u6cd5\uff0c\u8fd9\u4e2a\u5f88\u91cd\u8981<\/td><\/tr><tr><td>Caffe\u5e38\u7528\u5de5\u5177\u89e3\u8bfb<\/td><td>\u91cc\u9762\u5185\u7f6e\u4e86\u5f88\u591a\u5c0f\u5de5\u5177\uff0c\u53ef\u4ee5\u5feb\u901f\u5b8c\u6210\u4efb\u52a1<\/td><\/tr><tr><td>\u4eba\u8138\u68c0\u6d4b\u5b9e\u6218<\/td><td>\u57fa\u4e8eCaffe\u6846\u67b6\u6784\u5efa\u4eba\u8138\u68c0\u6d4b\u6a21\u578b<\/td><\/tr><tr><td>\u4eba\u8138\u5173\u952e\u70b9\u5b9a\u4f4d\u5b9e\u6218<\/td><td>\u57fa\u4e8eCaffe\u6846\u67b6\u5b8c\u6210\u4eba\u8138\u5173\u952e\u70b9\u8bc6\u522b\u6a21\u578b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u8ba1\u7b97\u673a\u89c6\u89c9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8ba1\u7b97\u673a\u89c6\u89c9\u53d1\u5c55\u8fd9\u4e48\u706b\uff0c\u5c31\u4e1a\u9762\u8bd5\u90fd\u9700\u8981\u54ea\u4e9b\u6838\u5fc3\u6280\u80fd\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u8ba1\u7b97\u673a\u89c6\u89c9\u8fd9\u4e2a\u884c\u4e1a\u6211\u5c31\u4e0d\u7528\u591a\u8bf4\u5566\uff0c\u5f53\u4e0b\u6700\u5403\u9999\u7684\u4e86\u3002\u90a3\u90fd\u9700\u8981\u5b66\u4ec0\u4e48\u5462\uff1f\u6700\u6838\u5fc3\u7684\u5176\u5b9e\u5c31\u4e24\u90e8\u5206\uff0c\u4e00\u4e2a\u662f\u56fe\u50cf\u5904\u7406\uff0c\u53e6\u4e00\u4e2a\u662f\u56fe\u50cf\u5efa\u6a21\u3002\u6240\u8c13\u7684\u56fe\u50cf\u5904\u7406\u5c31\u662fOpencv \u90a3\u4e00\u5957\u5566\uff0c\u8fd9\u4e2a\u5de5\u5177\u5305\u7b80\u76f4\u65e0\u654c\u4e86\uff0c\u4f46\u51e1\u4f60\u8981\u7528\u7684\u8fd9\u91cc\u5168\u80fd\u627e\u5230\u3002\u56fe\u50cf\u5efa\u6a21\u4e3b\u8981\u5c31\u662f\u7528\u6df1\u5ea6\u5b66\u4e60\u6765\u5b8c\u6210\u68c0\u6d4b\uff0c\u8bc6\u522b\u7b49\u4efb\u52a1\u3002\u73b0\u9636\u6bb5\u7684\u5b66\u4e60\u6211\u89c9\u5f97\u5173\u4e8e\u4f20\u7edf\u56fe\u50cf\u5904\u7406\u7b97\u6cd5\u53ef\u4ee5 \u90fd\u4e0d\u7528\u53bb\u770b\u5566\uff0c\u7b80\u5355\u719f\u6089\u4e00\u4e0b\u5c31\u597d\uff0c\u4e3b\u6d41\u7684\u65b9\u5411\u8fd8\u662f\u7528\u6df1\u5ea6\u5b66\u4e60\u6765\u505a\uff0c\u8fd9\u5c31\u9700\u8981\u5927\u5bb6\u591a\u591a\u6700\u65b0\u7684\u9605\u8bfb\u8bba\u6587\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-opencv\u56fe\u50cf\u5904\u7406\u5b9e\u6218\">Opencv\u56fe\u50cf\u5904\u7406\u5b9e\u6218<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u5173\u4e8eopencv\u6211\u8be5\u600e\u4e48\u5b66\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u5efa\u8bae\u5927\u5bb6\u9009\u62e9Python\u7248\u672c\u6765\u8fdb\u884c\u5b66\u4e60\u548c\u4f7f\u7528\uff0c\u8ddf\u5176\u4ed6\u5de5\u5177\u5305\u4e00\u6837\uff0c\u8c03\u5c31\u5b8c\u4e8b\u4e86\uff01\u9047\u5230\u4e0d\u719f\u6089\u7684\u591a\u67e5API\uff0c\u8fb9\u7528\u8fb9\u5b66\u662f\u6700\u5feb\u7684\u9014\u5f84\u3002Opencv\u4e2d\u57fa\u672c\u6240\u6709\u51fd\u6570\u90fd\u6d89\u53ca\u975e\u5e38\u591a\u7684 \u6570\u5b66\u516c\u5f0f\uff0c\u8fd9\u4e9b\u5927\u5bb6\u90fd\u53ef\u4ee5\u5148\u653e\u4e00\u653e\uff0c\u5982\u679c\u628a\u6bcf\u4e2a\u7b97\u6cd5\u6bcf\u4e2a\u516c\u5f0f\u90fd\u5b66\u4e00\u904d\u90a3\u5f97\u7334\u5e74\u9a6c\u6708\u4e86\uff0c\u4ee5\u540e\u7528\u5230\u4e86\u518d\u8bf4\u5b8c\u5168\u6765\u5f97\u53ca\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8fd9\u4e9b\u6848\u4f8b\u6211\u9700\u8981\u81ea\u5df1\u52a8\u624b\u5199\u4e00\u904d\u5417\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u7ed9\u5927\u5bb6\u51c6\u5907\u4e86\u975e\u5e38\u591a\u7684\u5b66\u4e60\u8d44\u6e90\u548c\u6848\u4f8b\uff0c\u524d\u671f\u53ea\u9700\u8981\u719f\u6089\u5373\u53ef\uff0c\u5de5\u5177\u5305\u5c31\u662f\u7528\u7684\uff0c\u9762\u5411\u590d\u5236\u7c98\u8d34\u7f16\u7a0b\u4e5f\u662f\u4e00\u9879\u6280\u80fd\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6848\u4f8b\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>Opencv\u7b80\u4ecb\u4e0e\u73af\u5883\u914d\u7f6e<\/td><td>\u73af\u5883\u5b89\u88c5\u4e0e\u914d\u7f6e<\/td><\/tr><tr><td>\u56fe\u50cf\u57fa\u672c\u64cd\u4f5c<\/td><td>\u7528opencv\u5b8c\u6210\u57fa\u672c\u7684\u56fe\u50cf\u5904\u7406\u64cd\u4f5c\uff0c\u7ec3\u624b!<\/td><\/tr><tr><td>\u9608\u503c\u4e0e\u5e73\u6ed1\u5904\u7406<\/td><td>\u6700\u5e38\u7528\u7684\u5904\u7406\u64cd\u4f5c\uff0c\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u641e\u5b9a<\/td><\/tr><tr><td>\u56fe\u50cf\u5f62\u6001\u5b66\u64cd\u4f5c<\/td><td>\u8fd9\u51e0\u4e2a\u5f62\u6001\u5b66\u64cd\u4f5c\u719f\u6089\u4e0b\u5373\u53ef<\/td><\/tr><tr><td>\u56fe\u50cf\u68af\u5ea6\u8ba1\u7b97<\/td><td>\u56fe\u50cf\u68af\u5ea6\u8ba1\u7b97\u5b9e\u4f8b<\/td><\/tr><tr><td>\u8fb9\u7f18\u68c0\u6d4b<\/td><td>\u8fb9\u7f18\u68c0\u6d4b\u7684\u5e94\u7528\u9762\u975e\u5e38\u5e7f<\/td><\/tr><tr><td>\u56fe\u50cf\u91d1\u5b57\u5854\u4e0e\u8f6e\u5ed3\u68c0\u6d4b<\/td><td>\u8f6e\u5ed3\u68c0\u6d4b\u5b9e\u4f8b\uff0c\u6548\u679c\u8fd8\u662f\u4e0d\u9519\u7684<\/td><\/tr><tr><td>\u76f4\u65b9\u56fe\u4e0e\u5085\u91cc\u53f6\u53d8\u6362<\/td><td>\u719f\u6089\u4e0b\u5373\u53ef<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u4fe1\u7528\u5361\u6570\u5b57\u8bc6\u522b<\/td><td>\u52a8\u624b\u505a\u4e00\u4e2a\u5b9e\u6218\u9879\u76ee\uff0c\u5bf9\u4fe1\u7528\u5361\u6570\u5b57\u8fdb\u884c\u68c0\u6d4b\u4e0e\u8bc6\u522b<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u6587\u6863\u626b\u63cfOCR\u8bc6\u522b<\/td><td>\u626b\u63cf\u6587\u6863\u6570\u636e\uff0c\u8fdb\u884cocr\u8bc6\u522b<\/td><\/tr><tr><td>\u56fe\u50cf\u7279\u5f81-harris<\/td><td>\u5e38\u7528\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\uff0c\u7b97\u6cd5\u7b80\u5355\u719f\u6089\u5c31\u53ef\u4ee5<\/td><\/tr><tr><td>\u56fe\u50cf\u7279\u5f81-sift<\/td><td>\u6700\u8001\u724c\u7684\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u4e86\uff0c\u6570\u5b66\u8fd8\u662f\u86ee\u591a\u7684<\/td><\/tr><tr><td>\u6848\u4f8b\u5b9e\u6218-\u5168\u666f\u56fe\u50cf\u62fc\u63a5<\/td><td>\u5168\u666f\u6444\u50cf\u5927\u5bb6\u80af\u5b9a\u90fd\u73a9\u8fc7\uff0c\u600e\u4e48\u5b9e\u73b0\u7684\u5462\uff1f<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u505c\u8f66\u573a\u8f66\u4f4d\u8bc6\u522b<\/td><td>\u91cd\u578b\u9879\u76ee\uff0c\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u505c\u8f66\u573a\u8f66\u4f4d\u8bc6\u522b\u6a21\u578b<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u7b54\u9898\u5361\u8bc6\u522b\u5224\u5377<\/td><td>\u54b1\u4eec\u4e5f\u6574\u4e00\u4e2a\u81ea\u52a8\u9605\u5377\u7684\u73a9\u73a9<\/td><\/tr><tr><td>\u80cc\u666f\u5efa\u6a21<\/td><td>\u5e38\u89c4\u5904\u7406\u65b9\u6cd5<\/td><\/tr><tr><td>\u5149\u6d41\u4f30\u8ba1<\/td><td>\u7b80\u5355\u719f\u6089\u5373\u53ef<\/td><\/tr><tr><td>Opencv\u7684DNN\u6a21\u5757<\/td><td>\u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u8bc6\u522b<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u76ee\u6807\u8ffd\u8e2a<\/td><td>\u8ffd\u8e2a\u7684\u6548\u679c\u8fd8\u662f\u86ee\u6709\u610f\u601d\u7684<\/td><\/tr><tr><td>\u5377\u79ef\u539f\u7406\u4e0e\u64cd\u4f5c<\/td><td>\u5377\u79ef\u5230\u54ea\u90fd\u662f\u6838\u5fc3<\/td><\/tr><tr><td>\u9879\u76ee\u5b9e\u6218-\u75b2\u52b3\u68c0\u6d4b<\/td><td>\u57fa\u4e8e\u6444\u50cf\u5934\u68c0\u6d4b\u75b2\u52b3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u8ba1\u7b97\u673a\u89c6\u89c9\u5b9e\u6218\u9879\u76ee\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\">\u8ba1\u7b97\u673a\u89c6\u89c9\u5b9e\u6218\u9879\u76ee\uff08\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8fd9\u4e9b\u9879\u76ee\u6211\u90fd\u9700\u8981\u638c\u63e1\u5417\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e\u51c6\u5907\u9762\u8bd5\u5c31\u4e1a\u7684\u540c\u5b66\u4eec\u5efa\u8bae\u90fd\u8fc7\u4e00\u904d\uff0c\u91cc\u9762\u7684\u601d\u60f3\u90fd\u662f\u86ee\u597d\u7684\uff0c\u5927\u90e8\u5206\u90fd\u662f\u57fa\u4e8e\u8bba\u6587\u6765\u8fdb\u884c\u590d\u73b0\uff0c\u6709\u65f6\u95f4\u7684\u540c\u5b66\u6700\u597d \u5148\u9605\u8bfb\u4e00\u904d\u8bba\u6587\u518d\u5f00\u59cb\u7814\u7a76\u4ee3\u7801\uff0c\u91cc\u9762\u7684\u4ee3\u7801\u91cf\u90fd\u4f1a\u76f8\u5bf9\u8f83\u5927\uff0c\u5efa\u8bae\u4ecedebug\u6a21\u5f0f\u5165\u624b\uff0c\u4e00\u884c\u4ee3\u7801\u4e00\u884c\u4ee3\u7801\u6765\u770b\uff0c\u6211\u5728 \u8bb2\u89e3\u8fc7\u7a0b\u4e2d\u4e5f\u4f1a\u8fdb\u5165debug\u6a21\u5f0f\u7ed9\u5927\u5bb6\u9010\u884c\u8fdb\u884c\u8bb2\u89e3\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u6709\u6ca1\u6709\u54ea\u4e2a\u662f\u9700\u8981\u91cd\u70b9\u5b66\u4e60\u7684\uff1f\u6700\u597d\u80fd\u5199\u5728\u7b80\u5386\u91cc\u9762\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u91cd\u70b9\u63a8\u8350Mask-rcnn\u5b9e\u6218\u9879\u76ee\uff0c\u53ef\u4ee5\u8bf4\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u901a\u7528\u9879\u76ee\uff0c\u68c0\u6d4b\uff0c\u8bc6\u522b\uff0c\u5206\u5272\u4e00\u6b65\u5168\u5230\u4f4d\u4e86\uff01\u5e94\u7528\u573a\u666f\u975e\u5e38 \u5e7f\uff0c\u4e5f\u9002\u5408\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u548c\u6539\u8fdb\uff0c\u5982\u679c\u8981\u5199\u5728\u7b80\u5386\u91cc\u80af\u5b9a\u975e\u5b83\u83ab\u5c5e\u4e86\uff0c\u7b97\u6cd5\u539f\u7406\u548c\u6e90\u7801\u90fd\u9700\u8981\u5927\u5bb6\u719f\u6089\uff0c\u5728\u8bfe\u7a0b\u4e2d \u6211\u4f1a\u91cd\u70b9\u8bb2\u89e3\u8be5\u9879\u76ee\uff0c\u5e76\u5e94\u7528\u5230\u81ea\u5df1\u7684\u6570\u636e\u4efb\u52a1\u4e2d\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u9879\u76ee\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u56fe\u50cf\u98ce\u683c\u8f6c\u6362\uff08style-transfer\uff09<\/td><td>\u4e3b\u8981\u6765\u5b66\u4e60\u5176\u601d\u60f3\uff0c\u6548\u679c\u8fd8\u662f\u5f88\u6709\u610f\u601d\u7684<\/td><\/tr><tr><td>\u56fe\u50cf\u7f3a\u5931\u81ea\u52a8\u8865\u5168<\/td><td>GAN\u7f51\u7edc\u5e94\u7528\u573a\u666f\u975e\u5e38\u591a\uff0c\u56fe\u50cf\u4e5f\u80fd\u81ea\u5df1\u4fee\u590d<\/td><\/tr><tr><td>\u8d85\u5206\u8fa8\u7387\u91cd\u6784<\/td><td>\u8fd1\u51e0\u5e74\u7814\u7a76\u7684\u91cd\u70b9\u9886\u57df\u4e4b\u4e00\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u6548\u679c\u5df2\u7ecf\u975e\u5e38\u4e0d\u9519\u4e86<\/td><\/tr><tr><td>\u7269\u4f53\u68c0\u6d4b\u6846\u67b6-MaskRcnn\u9879\u76ee<\/td><td>\u8fd9\u4e2a\u5c31\u662f\u6211\u91cd\u70b9\u5f3a\u8c03\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5fc5\u770b\uff01\u5fc5\u770b\uff01\u5fc5\u770b\uff01<\/td><\/tr><tr><td>MaskRcnn\u7f51\u7edc\u6846\u67b6\u6e90\u7801\u8be6\u89e3<\/td><td>\u6e90\u7801\u975e\u5e38\u91cd\u8981\uff0c\u6bcf\u4e00\u884c\u90fd\u9700\u8981\u61c2\uff01<\/td><\/tr><tr><td>\u57fa\u4e8eMASK-RCNN\u6846\u67b6\u8bad\u7ec3\u81ea\u5df1\u7684\u6570\u636e<\/td><td>\u5982\u4f55\u6807\u6ce8\u56fe\u50cf\u6570\u636e\u5e76\u8fdb\u884c\u8bad\u7ec3\u5462\uff1f\u8fd9\u91cc\u7ed9\u4f60\u7b54\u6848<\/td><\/tr><tr><td>\u4eba\u4f53\u59ff\u6001\u8bc6\u522bdemo<\/td><td>MaskRcnn\u5e94\u7528\u573a\u666f\u975e\u5e38\u591a<\/td><\/tr><tr><td>\u7269\u4f53\u68c0\u6d4bFasterRcnn\u7cfb\u5217<\/td><td>\u7269\u4f53\u68c0\u6d4b\u7684\u7ecf\u5178\u4e4b\u4f5c\uff0c\u53ef\u4ee5\u5f53\u4f5c\u5b66\u4e60\u8d44\u6e90<\/td><\/tr><tr><td>\u57fa\u4e8eCycleGan\u5f00\u6e90\u9879\u76ee\u5b9e\u6218\u56fe\u50cf\u878d\u5408<\/td><td>PyTorch\u7248\u672c\u7684CYCLEGAN\uff0c\u8fd9\u4e2a\u5f00\u6e90\u9879\u76ee\u5199\u7684\u76f8\u5f53\u68d2<\/td><\/tr><tr><td>OCR\u6587\u5b57\u8bc6\u522b\u539f\u7406<\/td><td>OCR\u5176\u5b9e\u539f\u7406\u5f88\u7b80\u5355\uff0c\u9700\u8981\u591a\u4e2a\u6a21\u578b\u534f\u52a9\u5b8c\u6210<\/td><\/tr><tr><td>OCR\u6587\u5b57\u8bc6\u522b\u9879\u76ee\u5b9e\u6218<\/td><td>\u6784\u5efaOCR\u7f51\u7edc\u6a21\u578b<\/td><\/tr><tr><td>\u57fa\u4e8e3D\u5377\u79ef\u7684\u89c6\u9891\u5206\u6790\u4e0e\u52a8\u4f5c\u8bc6\u522b<\/td><td>\u75283D\u5377\u79ef\u6765\u5904\u7406\u89c6\u9891\u6570\u636e\u5e76\u5b8c\u6210\u884c\u4e3a\u8bc6\u522b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u81ea\u7136\u8bed\u8a00\u5904\u7406\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;NLP\u5b66\u4e60\u96be\u5ea6\u5927\u4e0d\u5927\uff1f\u5c31\u4e1a\u65b9\u5411\u600e\u4e48\u6837\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u96be\u5ea6\u53ef\u4ee5\u8bf4\u8fd8\u662f\u86ee\u5927\u7684\uff0c\u5bf9\u4e8e\u56fe\u50cf\u6765\u8bf4\uff0c\u6570\u636e\u90fd\u662f\u56fa\u5b9a\u7684\uff0c\u62cd\u4e86\u4ec0\u4e48\u5c31\u662f\u4ec0\u4e48\uff01\u4f46\u662f\u6587\u672c\u6570\u636e\u5c31\u6ca1\u90a3\u4e48\u56fa\u5b9a\u4e86\uff0c\u4eba\u7c7b \u6709\u65f6\u5019\u7406\u89e3\u8d77\u6765\u90fd\u4e0d\u5bb9\u6613\uff0c\u66f4\u4f55\u51b5\u8ba1\u7b97\u673a\u4e86\u3002\u9ad8\u6311\u6218\u4e5f\u662f\u9ad8\u6536\u76ca\uff0cNLP\u53d1\u5c55\u524d\u666f\u8fd8\u662f\u975e\u5e38\u4e0d\u9519\u7684\uff0c\u81f3\u4e8e\u5177\u4f53\u9009\u62e9\u54ea\u4e2a\u65b9\u5411 \u5176\u5b9e\u8fd8\u662f\u770b\u5927\u5bb6\u7684\u559c\u597d\u4e86\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b9e\u6218\u9879\u76ee\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\">\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5b9e\u6218\u9879\u76ee\uff08\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&nbsp;\u8fd9\u4e48\u591a\u9879\u76ee\uff0c\u6709\u6ca1\u6709\u54ea\u4e2a\u662f\u9700\u8981\u91cd\u70b9\u5b66\u4e60\u7684\uff1f\u6700\u597d\u80fd\u5199\u5728\u7b80\u5386\u91cc\u9762\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>18\u5e74\u7684\u65f6\u5019\u8c37\u6b4c\u4e00\u7bc7\u8bba\u6587\u6a2a\u7a7a\u51fa\u4e16\uff0cBERT\uff01\u76f8\u5f53\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u901a\u7528\u89e3\u51b3\u6846\u67b6\u4e86\uff0c\u57fa\u672c\u6240\u6709\u4efb\u52a1\u90fd\u80fd\u505a\uff01 \u8fd9\u4e2a\u9700\u8981\u5927\u5bb6\u91cd\u70b9\u6765\u5b66\u4e60\uff0c\u5e76\u4e14\u53ef\u4ee5\u5f53\u4f5c\u9879\u76ee\u5199\u5728\u7b80\u5386\u91cc\uff0c\u53ef\u4ee5\u8bf4\u662f\u5f53\u4e0bNLP\u5fc5\u5907\u6280\u80fd\u4e4b\u4e00\u5566\uff01<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u9879\u76ee\u540d\u79f0<\/th><th>\u5185\u5bb9\u6982\u8ff0<\/th><\/tr><\/thead><tbody><tr><td>\u8bed\u8a00\u6a21\u578b<\/td><td>\u8bed\u8a00\u6a21\u578b\u9700\u8981\u5927\u5bb6\u719f\u6089\u4e0b\uff0c\u540e\u7eed\u8bcd\u5411\u91cf\u7684\u57fa\u7840<\/td><\/tr><tr><td>\u4f7f\u7528Gemsim\u6784\u5efa\u8bcd\u5411\u91cf<\/td><td>Gensim\u8fd9\u4e2a\u5305\u5b9e\u5728\u597d\u7528\uff01<\/td><\/tr><tr><td>\u57fa\u4e8eword2vec\u7684\u5206\u7c7b\u4efb\u52a1<\/td><td>\u5148\u7528\u8fd9\u4e2a\u4f8b\u5b50\u6765\u7406\u89e3\u4e0a\u5982\u4f55\u4f7f\u7528\u8bcd\u5411\u91cf<\/td><\/tr><tr><td>NLP-\u6587\u672c\u7279\u5f81\u65b9\u6cd5\u5bf9\u6bd4<\/td><td>\u6587\u672c\u7279\u5f81\u6784\u9020\u65b9\u6cd5\u8fd9\u4e48\u591a\uff0c\u54ea\u4e00\u4e2a\u66f4\u597d\u7528\u5462\uff1f<\/td><\/tr><tr><td>LSTM\u60c5\u611f\u5206\u6790<\/td><td>\u7528\u8fd9\u4e2a\u9879\u76ee\u6765\u7406\u89e3RNN\u6a21\u578b\u6240\u9700\u7684\u8f93\u5165\u957f\u4ec0\u4e48\u6837\u5b50<\/td><\/tr><tr><td>NLP-\u76f8\u4f3c\u5ea6\u6a21\u578b<\/td><td>\u6587\u672c\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u65b9\u6cd5<\/td><\/tr><tr><td>\u5bf9\u8bdd\u673a\u5668\u4eba<\/td><td>\u57fa\u4e8etensorlfow\u6846\u67b6\u6784\u5efa\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba<\/td><\/tr><tr><td>\u52a8\u624b\u6253\u9020\u81ea\u5df1\u7684\u8f93\u5165\u6cd5<\/td><td>\u80fd\u4e0d\u80fd\u6784\u5efa\u4e00\u6b3e\u81ea\u5df1\u7684\u8f93\u5165\u6cd5\u5462\uff1f\u5e2e\u4f60\u641e\u5b9a\uff01<\/td><\/tr><tr><td>\u673a\u5668\u4eba\u5199\u5510\u8bd7<\/td><td>\u770b\u770b\u6a21\u578b\u5199\u51fa\u7684\u5510\u8bd7\u548b\u6837\uff01<\/td><\/tr><tr><td>NMT\u673a\u5668\u7ffb\u8bd1\u6846<\/td><td>\u5f00\u6e90\u9879\u76ee\uff0c\u53ef\u4ee5\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1<\/td><\/tr><tr><td>\u5730\u5740\u90ae\u7f16\u591a\u5e8f\u5217\u4efb\u52a1<\/td><td>\u7ecf\u5178\u6587\u672c\u5206\u7c7b\u4efb\u52a1<\/td><\/tr><tr><td>\u81ea\u7136\u8bed\u8a00\u5904\u7406\u901a\u7528\u6846\u67b6BERT\u539f\u7406<\/td><td>\u8fd9\u4e2a\u5c31\u662f\u4e0a\u9762\u8bf4\u7684BERT\u4e86\uff0c\u91cd\u70b9\uff01\u91cd\u70b9\uff01\u91cd\u70b9\uff01<\/td><\/tr><tr><td>\u8c37\u6b4c\u5f00\u6e90\u9879\u76eeBERT\u6e90\u7801\u89e3\u8bfb<\/td><td>\u6e90\u7801\u975e\u5e38\u91cd\u8981\uff0c\u6bcf\u4e00\u884c\u90fd\u9700\u8981\u7406\u89e3<\/td><\/tr><tr><td>\u57fa\u4e8eBERT\u7684\u4e2d\u6587\u60c5\u611f\u5206\u6790<\/td><td>\u57fa\u4e8e\u5f00\u6e90\u9879\u76ee\u8fdb\u884c\u6a21\u578b\u5f00\u53d1<\/td><\/tr><tr><td>\u57fa\u4e8eBERT\u7684\u4e2d\u6587\u547d\u540d\u5b9e\u4f53\u8bc6\u522b<\/td><td>\u57fa\u4e8e\u5f00\u6e90\u9879\u76ee\u8fdb\u884c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>1\uff1a\u5de5\u5177\u5305 \u5de5\u5177\u5305\u540d\u79f0 \u529f\u80fd\u6982\u8ff0 Numpy \u77e9\u9635\u8ba1\u7b97\u5fc5\u5907\uff01\u5b83\u662f\u540e\u7eed\u4e00\u5207\u8ba1\u7b97\u7684\u6838\u5fc3\uff0c\u6570\u636e\u79d1\u5b66\u9886\u57df\u6838\u5fc3\u5de5\u5177\u5305 P [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-109","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"blocksy_meta":"","_links":{"self":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/109","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/comments?post=109"}],"version-history":[{"count":3,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/109\/revisions"}],"predecessor-version":[{"id":112,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/109\/revisions\/112"}],"wp:attachment":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/media?parent=109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/categories?post=109"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/tags?post=109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}