{"id":38637,"date":"2025-06-17T23:35:33","date_gmt":"2025-06-18T02:35:33","guid":{"rendered":"https:\/\/mastertrend.info\/?p=38637"},"modified":"2026-01-03T18:55:15","modified_gmt":"2026-01-03T21:55:15","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e4%b8%ad%e7%9a%84-python","status":"publish","type":"post","link":"https:\/\/mastertrend.info\/zh\/python-en-machine-learning\/","title":{"rendered":"Python \u5728\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5e94\u7528\uff1a\u63a2\u7d22\u5176 9 \u4e2a\u9876\u7ea7\u5e93 \ud83d\udcda\u2728"},"content":{"rendered":"<h2>\u673a\u5668\u5b66\u4e60\u4e2d\u7684 Python\uff1a\u73b0\u5728\u5c31\u638c\u63e1\u5b83\u7684 7 \u4e2a\u7406\u7531\uff01\ud83e\udd16\ud83d\udd25<\/h2>\n<div id=\"mvp-content-main\">\n<p>Python \u4f5c\u4e3a\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5728\u8fc7\u53bb\u4e09\u5341\u5e74\u91cc\u5f7b\u5e95\u6539\u53d8\u4e86\u4fe1\u606f\u6280\u672f (IT) \u7684\u4e16\u754c\u3002\u5b83\u4e3a\u5404\u79cd\u4e92\u8054\u7f51\u76f8\u5173\u884c\u4e1a\u7684\u53d1\u5c55\u505a\u51fa\u4e86\u8d21\u732e\uff0c\u5305\u62ec\u5e9e\u5927\u7684\u5728\u7ebf\u535a\u5f69\u4e1a\u3002\u4f46\u8fd9\u4ec5\u4ec5\u662f Python \u521b\u65b0\u5e94\u7528\u7684\u51b0\u5c71\u4e00\u89d2\u3002\ud83c\udf10\u2728<\/p>\n<p>Python \u7f16\u7a0b\u4e0e\u673a\u5668\u5b66\u4e60 (ML) \u7684\u878d\u5408\u589e\u5f3a\u4e86 IT \u548c\u6570\u636e\u79d1\u5b66\u7684\u53d1\u5c55\u3002\u8d8a\u6765\u8d8a\u591a\u7684 ML \u4e13\u4e1a\u4eba\u58eb\u5f00\u59cb\u4f7f\u7528\u8fd9\u79cd\u6d41\u884c\u7684\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c Web \u5f00\u53d1\u3001\u7ec6\u5206\u3001\u8f6f\u4ef6\u5e94\u7528\u7a0b\u5e8f\u8bbe\u8ba1\u548c\u6d41\u7a0b\u81ea\u52a8\u5316\u3002\u96be\u602a\u5f00\u53d1\u4eba\u5458\u6b63\u5728\u5c06\u5176\u8bed\u6cd5\u4e0e <a title=\"IA\" href=\"https:\/\/mastertrend.info\/zh\/%e7%b1%bb%e5%88%ab\/ia\/\" target=\"_blank\" rel=\"noopener\" data-wpil-monitor-id=\"5868\">\u4eba\u5de5\u667a\u80fd<\/a> \uff08\u4eba\u5de5\u667a\u80fd\uff09\u4ee5\u53ca\u673a\u5668\u548c\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\u3002\ud83e\udd16\ud83d\udca1<\/p>\n<p>\u90a3\u4e48\uff0c\u662f\u4ec0\u4e48\u8ba9 Python \u6210\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u7406\u60f3\u8bed\u8a00\uff1f\u8fd9\u95e8\u7f16\u7a0b\u8bed\u8a00\u5728\u6574\u4e2a\u6280\u672f\u9886\u57df\u626e\u6f14\u7740\u600e\u6837\u7684\u89d2\u8272\uff1f\u82b1\u51e0\u5206\u949f\u65f6\u95f4\uff0c\u5728\u4eca\u5929\u7684\u7efc\u5408\u6307\u5357\u4e2d\u5bfb\u627e\u6240\u6709\u95ee\u9898\u7684\u7b54\u6848\u3002\ud83d\udd52\ud83d\udcdd<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"Why-Python-for-Machine-Learning\" class=\"ez-toc-section\"><\/span><strong><img decoding=\"async\" class=\"alignnone size-full wp-image-51776\" src=\"https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1.png\" alt=\"\u673a\u5668\u5b66\u4e60\u4e2d\u7684 Python\uff1a\u73b0\u5728\u638c\u63e1\u5b83\u7684 7 \u4e2a\u7406\u7531\uff01\" width=\"1536\" height=\"1024\" title=\"\" srcset=\"https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1.png 1536w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-300x200.png 300w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-1024x683.png 1024w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-768x512.png 768w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-18x12.png 18w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-750x500.png 750w, https:\/\/mastertrend.info\/wp-content\/uploads\/2025\/06\/Python-en-Machine-Learning-7-razones-para-dominarlo-ya-1-1140x760.png 1140w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\u4e3a\u4ec0\u4e48\u4f7f\u7528 Python \u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff1f<\/strong><\/h2>\n<p>\u4ee5\u4e0b\u65b9\u9762\u548c\u7b97\u6cd5\u4f7f Python \u6210\u4e3a\u5f53\u4eca\u9879\u76ee\u5b9e\u65bd\u7684\u6b63\u786e\u9009\u62e9\uff1a<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Simplicity-and-Consistency\" class=\"ez-toc-section\"><\/span><strong>\u7b80\u5355\u6027\u548c\u4e00\u81f4\u6027<\/strong><\/h3>\n<p>\u8fd9\u79cd\u9ad8\u7ea7\u7f16\u7a0b\u8bed\u8a00\u53ef\u4ee5\u7b80\u5316\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u4e2d\u590d\u6742\u7684\u9884\u6d4b\u6280\u672f\u3002\u8be5\u8bed\u8a00\u63d0\u4f9b\u6e05\u6670\u7684\u4ee3\u7801\u548c\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u4e13\u7528\u5e93\u3002\u5b83\u8fd8\u5177\u6709\u4e00\u81f4\u6027\u3001\u76f4\u89c2\u6027\u548c\u6613\u5b66\u6027\u3002\u6b63\u56e0\u5982\u6b64\uff0c\u8be5\u8bed\u8a00\u5728\u6700\u53d7\u6b22\u8fce\u7684\u6280\u672f\u4e2d\u6392\u540d\u7b2c\u4e09\u3002\ud83d\udcca\ud83d\udc4c<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Vast-Frameworks-and-Libraries\" class=\"ez-toc-section\"><\/span><strong>\u5e7f\u6cdb\u7684\u6846\u67b6\u548c\u5e93<\/strong><\/h3>\n<p>\u5b9e\u73b0\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u662f\u4e00\u4e2a\u590d\u6742\u4e14\u8017\u65f6\u7684\u8fc7\u7a0b\u3002\u60a8\u9700\u8981\u4e00\u4e2a\u7d27\u51d1\u4e14\u7ed3\u6784\u826f\u597d\u7684\u73af\u5883\u6765\u63d0\u4f9b\u6700\u4f73\u7684\u7f16\u7801\u89e3\u51b3\u65b9\u6848\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u50cf SciPy \u6216 NumPy \u8fd9\u6837\u7684\u5404\u79cd\u5e93\u4ee5\u53ca\u50cf PyTorch \u8fd9\u6837\u7684\u6846\u67b6\u53ef\u4ee5\u89e3\u51b3\u65e5\u5e38\u4efb\u52a1\u5e76\u8282\u7701\u65f6\u95f4\u3002\u5b83\u4eec\u4e30\u5bcc\u7684\u5e93\u4e13\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u800c\u8bbe\u8ba1\u3002\u23f1\ufe0f\ud83d\udd27<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Platform-Independence\" class=\"ez-toc-section\"><\/span><strong>\u5e73\u53f0\u72ec\u7acb\u6027<\/strong><\/h3>\n<p>\u57fa\u4e8e Python \u7684\u8f6f\u4ef6\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u5728\u5404\u79cd\u64cd\u4f5c\u7cfb\u7edf\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002\u56e0\u6b64\uff0cPython ML \u5c06\u4e3a\u60a8\u5e26\u6765\u66f4\u5927\u7684\u4fbf\u5229\u3002\ud83d\udcbb\ud83c\udf0d<\/p>\n<h3 class=\"wp-block-heading\"><strong>\u4f1f\u5927\u7684\u793e\u533a<\/strong><\/h3>\n<p>\u7531\u4e8e\u8be5\u7f16\u7a0b\u8bed\u8a00\u5e94\u7528\u5e7f\u6cdb\uff0c\u5b83\u62e5\u6709\u5e9e\u5927\u7684\u7231\u597d\u8005\u793e\u533a\u3002\u56e0\u6b64\uff0c\u60a8\u53ef\u4ee5\u8bbf\u95ee\u51e0\u4e4e\u6240\u6709\u5173\u4e8e\u673a\u5668\u5b66\u4e60\u5f00\u53d1\u6240\u9700\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u65e0\u8bba\u60a8\u4f55\u65f6\u5728\u793e\u533a\u5e73\u53f0\u4e0a\u53d1\u5e03\u95ee\u9898\uff0c\u90fd\u80fd\u968f\u65f6\u83b7\u5f97\u89e3\u7b54\u548c\u652f\u6301\u3002\ud83e\udd1d\ud83d\udc69\u200d\ud83d\udcbb<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Extensive-Numerical-Computation-Support\" class=\"ez-toc-section\"><\/span><strong>\u5e7f\u6cdb\u652f\u6301\u6570\u503c\u8ba1\u7b97<\/strong><\/h3>\n<p>Python \u7684 ML \u548c NLP \u5e93\u63d0\u4f9b\u5185\u7f6e\u7684\u6570\u5b66\u51fd\u6570\u3001\u6570\u636e\u7ed3\u6784\u548c\u5b66\u4e60\u7b97\u6cd5\u3002\u6240\u6709\u8fd9\u4e9b\u90fd\u7b80\u5316\u4e86\u6570\u503c\u8ba1\u7b97\uff0c\u4f7f\u5176\u66f4\u52a0\u9ad8\u6548\u3002\ud83d\udcc8\ud83d\udd0d<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"Top-Machine-Learning-Libraries-in-Python\" class=\"ez-toc-section\"><\/span><strong>Python \u4e2d\u7684\u9876\u7ea7\u673a\u5668\u5b66\u4e60\u5e93<\/strong><\/h2>\n<p>\u5e93\u662f\u9488\u5bf9\u7279\u5b9a\u76ee\u6807\u7684\u91cd\u8981\u7b56\u7565\u7684\u96c6\u5408\u3002\u4f8b\u5982\uff0cPython \u4e2d\u7684\u60c5\u7eea\u5206\u6790\u5e93\u5305\u542b\u5b9e\u73b0\u9ad8\u8d28\u91cf\u6570\u5b57\u6587\u672c\u5206\u6790\u6240\u9700\u7684\u6240\u6709\u8d44\u6e90\u3002\u8fd9\u8fd8\u53ea\u662f\u5176\u4e2d\u4e4b\u4e00\uff1bPython \u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8d44\u6e90\u3002\u4ee5\u4e0b\u662f\u4e5d\u4e2a\u673a\u5668\u5b66\u4e60\u5e93\u53ca\u5176\u7528\u4f8b\uff1a\ud83d\udcca\ud83d\udcda<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Scikit-Learn\" class=\"ez-toc-section\"><\/span><strong>Scikit-Learn<\/strong><\/h3>\n<p>Scikit-Learn\uff08\u6216 Sklearn\uff09\u662f\u4e00\u4e2a\u6d41\u884c\u7684\u514d\u8d39 Python \u673a\u5668\u5b66\u4e60\u5e93\u3002\u8fd9\u6b3e\u5f00\u6e90\u5de5\u5177\u6df1\u53d7\u7f16\u7a0b\u521d\u5b66\u8005\u7684\u559c\u7231\u3002\u5b83\u63d0\u4f9b\u73b0\u6210\u7684\u6a21\u578b\u548c\u6570\u636e\u96c6\uff08\u4f8b\u5982 Iris\uff09\uff0c\u65b9\u4fbf\u5feb\u901f\u5165\u95e8\u3002\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4e13\u4e1a\u4eba\u58eb\u4e5f\u6b23\u8d4f\u5b83\u5bf9\u4ea4\u53c9\u9a8c\u8bc1\u548c\u9884\u5904\u7406\u7b49\u9ad8\u7ea7\u7ec4\u4ef6\u7684\u5f3a\u5927\u652f\u6301\u3002\u5982\u679c\u60a8\u60f3\u6839\u636e\u5ba2\u6237\u7684\u8d2d\u4e70\u884c\u4e3a\u8fdb\u884c\u7ec6\u5206\uff0cScikit-Learn \u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\ud83d\udecd\ufe0f\ud83d\udcc8<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"TensorFlow\" class=\"ez-toc-section\"><\/span><strong>TensorFlow<\/strong><\/h3>\n<p>\u8fd9\u4e2a\u514d\u8d39\u5e93\u662f Google Brain \u56e2\u961f\u7684\u521b\u610f\u3002\u5b83\u4e8e 2015 \u5e74\u53d1\u5e03\u540e\uff0c\u4f5c\u4e3a\u521b\u5efa\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u6846\u67b6\u800c\u5e7f\u53d7\u6b22\u8fce\u3002\u5b83\u4e3b\u8981\u5e2e\u52a9\u7528\u6237\u5f00\u53d1\u4eba\u5de5\u667a\u80fd\u548c\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u5e93\u9700\u8981\u5bf9\u6df1\u5ea6\u5b66\u4e60\u6709\u6df1\u5165\u7684\u7406\u89e3\u3002\u5b83\u662f\u5728\u7535\u5546\u5e73\u53f0\u4e0a\u4e3a\u5ba2\u6237\u521b\u5efa\u4e2a\u6027\u5316\u5185\u5bb9\u548c\u63a8\u8350\u7684\u7406\u60f3\u89e3\u51b3\u65b9\u6848\u3002\ud83d\uded2\ud83d\udcbb<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Keras\" class=\"ez-toc-section\"><\/span><strong>\u5580\u62c9\u62c9<\/strong><\/h3>\n<p>Google \u8bbe\u8ba1\u4e86\u8fd9\u4e2a\u5f00\u6e90 Python \u5e93\uff0c\u5b83\u56e0\u4e0e TensorFlow \u53ca\u5176\u5168\u9762\u7684\u795e\u7ecf\u7f51\u7edc\u5e93\u7d27\u5bc6\u96c6\u6210\u800c\u5e7f\u53d7\u6b22\u8fce\u3002Keras \u91c7\u7528\u6a21\u5757\u5316\u3001\u6613\u4e8e\u4f7f\u7528\u7684\u8bbe\u8ba1\uff0cGoogle \u4e5f\u5f00\u53d1\u4e86\u8fd9\u4e2a\u5e93\uff0c\u4ee5\u4fbf\u7528\u6237\u8fdb\u884c\u5b9e\u9a8c\u3001\u539f\u578b\u8bbe\u8ba1\u548c\u5f00\u53d1\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u3002\u5982\u679c\u60a8\u6b63\u5728\u4f18\u5316\u5f3a\u5316\u5b66\u4e60\u4ee3\u7406\u4e2d\u7684\u7279\u5b9a\u76ee\u6807\uff08\u5305\u62ec\u673a\u5668\u4eba\u63a7\u5236\u6216\u6e38\u620f\uff09\uff0c\u8bf7\u9009\u62e9 Keras\u3002\ud83c\udfae\ud83e\udd16<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"PyTorch\" class=\"ez-toc-section\"><\/span><strong>PyTorch<\/strong><\/h3>\n<p>\u8be5\u6846\u67b6\u57fa\u4e8e Torch \u5e93\uff0c\u8fd9\u662f\u4e00\u4e2a\u7528 Lua \u7f16\u5199\u7684\u79d1\u5b66\u8ba1\u7b97\u548c\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3002\u5b83\u7531 Facebook \u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5b9e\u9a8c\u5ba4\u521b\u5efa\uff0c\u65e8\u5728\u8f85\u52a9\u8bed\u8a00\u5904\u7406\u548c\u56fe\u50cf\u8bc6\u522b\u5e94\u7528\u3002PyTorch \u7684\u7406\u60f3\u5019\u9009\u4eba\u662f\u4ece\u4e8b\u5bf9\u8c61\u68c0\u6d4b\u548c\u56fe\u50cf\u5206\u7c7b\u5de5\u4f5c\u7684\u4efb\u4f55\u4eba\u3002\ud83d\udcf7\ud83e\udde0<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Pandas\" class=\"ez-toc-section\"><\/span><strong>\u718a\u732b<\/strong><\/h3>\n<p>\u6570\u636e\u5206\u6790\u548c\u64cd\u4f5c\u662f\u8be5\u5e93\u7684\u6838\u5fc3\uff0c\u6df1\u53d7\u521d\u5b66\u8005\u548c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u4e13\u5bb6\u7684\u559c\u7231\u3002\u8be5\u6846\u67b6\u63d0\u4f9b\u4e86\u5b9e\u7528\u7684\u6570\u636e\u7ed3\u6784\u548c\u51fd\u6570\uff0c\u65b9\u4fbf\u6570\u636e\u64cd\u4f5c\uff0c\u8ba9\u60a8\u66f4\u8f7b\u677e\u5730\u51c6\u5907\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u3001\u6d4b\u8bd5\u548c\u5206\u6790\u7684\u8d44\u6e90\u3002\u5982\u679c\u60a8\u9700\u8981\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\uff0cPandas \u53ef\u4ee5\u8f6c\u6362\u548c\u6e05\u7406\u539f\u59cb\u6570\u636e\uff0c\u5e76\u4e3a\u6a21\u578b\u8bad\u7ec3\u505a\u597d\u51c6\u5907\u3002\ud83d\udcca\ud83d\udd04<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"NumPy\" class=\"ez-toc-section\"><\/span><strong>NumPy<\/strong><\/h3>\n<p>\u8fd9\u4e2a\u6570\u503c\u8ba1\u7b97\u5e93\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u79d1\u5b66\u9879\u76ee\u81f3\u5173\u91cd\u8981\u3002\u5b83\u62e5\u6709\u4e30\u5bcc\u7684\u6570\u5b66\u51fd\u6570\u548c\u5bf9\u8c61\uff0c\u6709\u52a9\u4e8e\u6570\u636e\u5206\u6790\u548c\u79d1\u5b66\u8ba1\u7b97\uff0c\u5e76\u4e14\u53ef\u4ee5\u4e0e\u5176\u4ed6\u5e93\u65e0\u7f1d\u534f\u4f5c\u3002\u66f4\u68d2\u7684\u662f\uff0c\u5b83\u8fd0\u884c\u5728 Pandas \u7b49\u5e93\u7684\u5e95\u5c42\uff0c\u4e3a\u6570\u636e\u5904\u7406\u63d0\u4f9b\u4e86\u9ad8\u6548\u5feb\u901f\u7684\u89e3\u51b3\u65b9\u6848\u3002\ud83e\uddee\u2699\ufe0f<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Matplotlib\" class=\"ez-toc-section\"><\/span><strong>Matplotlib<\/strong><\/h3>\n<p><a href=\"https:\/\/matplotlib.org\/\" target=\"_blank\" rel=\"noopener\" data-schema-attribute=\"mentions\">Matplotlib<\/a> Matplotlib \u662f Python \u7684\u7ed8\u56fe\u5e93\uff0c\u56e0\u6b64\u60a8\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u6570\u636e\u5206\u6790\u3001\u6a21\u578b\u8f93\u51fa\u548c\u5176\u4ed6\u5e94\u7528\u7684\u4fe1\u606f\u53ef\u89c6\u5316\u6548\u679c\u3002\u6b64\u5916\uff0c\u8be5\u5e93\u8fd8\u53ef\u4ee5\u4e0e NumPy \u914d\u5408\u4f7f\u7528\u6765\u521b\u5efa\u53ef\u89c6\u5316\u6570\u7ec4\u3002Matplotlib \u8fd8\u53ef\u4ee5\u5728\u673a\u5668\u5b66\u4e60\u9879\u76ee\u4e2d\u663e\u793a\u7279\u5f81\u91cd\u8981\u6027\u5f97\u5206\uff0c\u4ece\u800c\u5e2e\u52a9\u60a8\u8bc6\u522b\u5f71\u54cd\u6a21\u578b\u9884\u6d4b\u7684\u7279\u5f81\u3002\ud83d\udcc8\ud83d\uddbc\ufe0f<\/p>\n<h3 class=\"wp-block-heading\"><span id=\"Seaborn\" class=\"ez-toc-section\"><\/span><strong>\u897f\u4f2f\u6069<\/strong><\/h3>\n<p>\u8fd9\u662f\u60a8\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u7684\u7406\u60f3\u4e4b\u9009\u3002\u5b83\u9075\u5faa Matplotlib \u6846\u67b6\uff0c\u53ef\u4ee5\u5e2e\u52a9\u60a8\u521b\u5efa\u590d\u6742\u3001\u5f15\u4eba\u6ce8\u76ee\u3001\u4ee5\u7edf\u8ba1\u4e3a\u5bfc\u5411\u4e14\u7f8e\u89c2\u7684\u53ef\u89c6\u5316\u6548\u679c\u3002\u5b83\u4eec\u53ef\u4ee5\u7528\u66f4\u5c11\u7684\u4ee3\u7801\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u5e76\u4e0e Pandas \u65e0\u7f1d\u534f\u4f5c\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u5728\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\u4e2d\u4f7f\u7528 Seaborn\uff0c\u4ee5\u4fbf\u5728\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e4b\u524d\u7406\u89e3\u6570\u636e\u3002\ud83d\udcca\ud83c\udfa8<\/p>\n<h2 class=\"wp-block-heading\"><span id=\"Its-Time-to-Include-Python-in-Your-Next-ML-Project\" class=\"ez-toc-section\"><\/span><strong>\u73b0\u5728\u662f\u65f6\u5019\u5c06 Python \u7eb3\u5165\u60a8\u7684\u4e0b\u4e00\u4e2a ML \u9879\u76ee\u4e86\uff01<\/strong><\/h2>\n<p>Python \u7f16\u7a0b\u8bed\u8a00\u6b63\u65e5\u76ca\u52a9\u529b\u73b0\u4ee3\u7a0b\u5e8f\u5458\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u3002\u5927\u591a\u6570\u7528\u6237\u90fd\u5bf9\u5176\u7b80\u6d01\u6613\u7528\u3001\u793e\u533a\u6d3b\u8dc3\u4ee5\u53ca\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u8d5e\u4e0d\u7edd\u53e3\u3002\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u6b63\u5728\u89c4\u5212\u673a\u5668\u5b66\u4e60\u9879\u76ee\uff0c\u90a3\u4e48\u4ece\u672c\u6587\u4ecb\u7ecd\u7684\u5e93\u5165\u624b\u7edd\u5bf9\u4e0d\u4f1a\u9519\u3002\u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u7ed3\u679c\uff0c\u8bf7\u8003\u8651\u60a8\u7684\u6570\u636e\u89c4\u6a21\u3001\u590d\u6742\u6027\u548c\u9879\u76ee\u9700\u6c42\u3002\ud83d\ude80\ud83d\udcc8<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u673a\u5668\u5b66\u4e60\u4e2d\u7684 Python \u662f IT \u521b\u65b0\u7684\u5173\u952e\ud83d\ude80\ud83e\udd13 \u4e86\u89e3\u4e3a\u4ec0\u4e48\u5b83\u662f\u4e13\u5bb6\u7684\u9996\u9009\u8bed\u8a00\u4ee5\u53ca\u5982\u4f55\u7acb\u5373\u5f00\u59cb\u4f7f\u7528\u3002<\/p>","protected":false},"author":1,"featured_media":51774,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","iawp_total_views":6,"jnews-multi-image_gallery":[],"jnews_single_post":{"format":"standard","override":[{"template":"1","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"default-sidebar","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"top","share_float_style":"share-monocrhome","show_share_counter":"1","show_view_counter":"1","show_featured":"1","show_post_meta":"1","show_post_author":"1","show_post_author_image":"1","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"1","show_post_reading_time":"1","post_reading_time_wpm":"300","post_calculate_word_method":"str_word_count","show_zoom_button":"1","zoom_button_out_step":"2","zoom_button_in_step":"3","show_post_tag":"1","show_prev_next_post":"1","show_popup_post":"1","number_popup_post":"1","show_author_box":"1","show_post_related":"0","show_inline_post_related":"0"}],"image_override":[{"single_post_thumbnail_size":"crop-500","single_post_gallery_size":"crop-500"}],"trending_post_position":"meta","trending_post_label":"Trending","sponsored_post_label":"Sponsored by","disable_ad":"0","subtitle":""},"jnews_primary_category":[],"jnews_social_meta":[],"jnews_review":[],"enable_review":"","type":"percentage","name":"","summary":"","brand":"","sku":"","good":[],"bad":[],"score_override":"","override_value":"","rating":[],"price":[],"jnews_override_counter":{"view_counter_number":"0","share_counter_number":"0","like_counter_number":"0","dislike_counter_number":"0"},"footnotes":""},"categories":[880],"tags":[1445,1622,1558],"class_list":["post-38637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","tag-evergreencontent","tag-innovacion","tag-techtips"],"_links":{"self":[{"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/posts\/38637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/comments?post=38637"}],"version-history":[{"count":11,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/posts\/38637\/revisions"}],"predecessor-version":[{"id":104159,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/posts\/38637\/revisions\/104159"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/media\/51774"}],"wp:attachment":[{"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/media?parent=38637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/categories?post=38637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mastertrend.info\/zh\/wp-json\/wp\/v2\/tags?post=38637"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}