{"id":1076745,"date":"2025-01-08T11:56:04","date_gmt":"2025-01-08T03:56:04","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1076745.html"},"modified":"2025-01-08T11:56:08","modified_gmt":"2025-01-08T03:56:08","slug":"python%e5%a6%82%e4%bd%95%e5%af%b9%e4%ba%8c%e7%bb%b4%e6%95%b0%e7%bb%84%e6%b1%82%e5%92%8c-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1076745.html","title":{"rendered":"Python\u5982\u4f55\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24181150\/eae13b05-f35a-422a-a692-c3f458dbf0ca.webp\" alt=\"Python\u5982\u4f55\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\" \/><\/p>\n<p><p> <strong>Python\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff0c\u4e3b\u8981\u5305\u62ec\u4f7f\u7528numpy\u5e93\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u3001\u5faa\u73af\u7b49\u3002<\/strong>\u5176\u4e2d\uff0c\u6700\u5e38\u7528\u3001\u6700\u7b80\u4fbf\u7684\u65b9\u6cd5\u662f\u4f7f\u7528numpy\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u7ec4\u64cd\u4f5c\u51fd\u6570\uff0c\u80fd\u591f\u9ad8\u6548\u5730\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\u64cd\u4f5c\u3002<strong>numpy\u5e93\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u3001\u5faa\u73af<\/strong>\u7b49\u65b9\u6cd5\u5404\u6709\u4f18\u52a3\uff0c\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u4e00\u79cd\u65b9\u6cd5\uff0c\u5373\u4f7f\u7528numpy\u5e93\u6765\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528numpy\u5e93\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u975e\u5e38\u7b80\u4fbf\uff0c\u53ea\u9700\u8c03\u7528numpy\u7684sum\u51fd\u6570\u5373\u53ef\u3002\u9996\u5148\u9700\u8981\u5b89\u88c5numpy\u5e93\uff0c\u7136\u540e\u901a\u8fc7import numpy as np\u5bfc\u5165\u8be5\u5e93\u3002\u63a5\u7740\uff0c\u521b\u5efa\u4e00\u4e2a\u4e8c\u7ef4\u6570\u7ec4\uff0c\u5e76\u8c03\u7528numpy\u7684sum\u51fd\u6570\u6765\u8ba1\u7b97\u6570\u7ec4\u7684\u548c\u3002numpy\u7684sum\u51fd\u6570\u53ef\u4ee5\u6307\u5b9a\u8f74\u53c2\u6570axis\uff0c\u7528\u4e8e\u6307\u5b9a\u6cbf\u54ea\u4e2a\u8f74\u8fdb\u884c\u6c42\u548c\u64cd\u4f5c\u3002\u5982\u679c\u4e0d\u6307\u5b9a\u8f74\u53c2\u6570\uff0cnumpy\u4f1a\u5bf9\u6574\u4e2a\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528numpy\u5e93<\/p>\n<\/p>\n<p><p>\u4f7f\u7528numpy\u5e93\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u662f\u975e\u5e38\u7b80\u4fbf\u4e14\u9ad8\u6548\u7684\u65b9\u6cd5\u3002numpy\u5e93\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u7ec4\u64cd\u4f5c\u51fd\u6570\uff0c\u5176\u4e2dsum\u51fd\u6570\u80fd\u591f\u5feb\u901f\u8ba1\u7b97\u6570\u7ec4\u7684\u548c\u3002\u4e0b\u9762\u662f\u5177\u4f53\u7684\u6b65\u9aa4\u548c\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u5b89\u88c5numpy\u5e93<\/p>\n<p>\u9996\u5148\u9700\u8981\u5b89\u88c5numpy\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-shell\">pip install numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u5bfc\u5165numpy\u5e93<\/p>\n<p>\u5728Python\u4ee3\u7801\u4e2d\u5bfc\u5165numpy\u5e93\uff0c\u5e76\u4f7f\u7528\u7b80\u5199np\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"3\">\n<li>\u521b\u5efa\u4e8c\u7ef4\u6570\u7ec4<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7numpy\u7684array\u51fd\u6570\u521b\u5efa\u4e00\u4e2a\u4e8c\u7ef4\u6570\u7ec4\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">array = np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"4\">\n<li>\u4f7f\u7528sum\u51fd\u6570\u6c42\u548c<\/p>\n<p>\u8c03\u7528numpy\u7684sum\u51fd\u6570\u5bf9\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">total_sum = np.sum(array)<\/p>\n<p>print(&quot;Total Sum:&quot;, total_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u4e8c\u7ef4\u6570\u7ec4\u6240\u6709\u5143\u7d20\u7684\u548c\uff0c\u537345\u3002<\/p>\n<\/p>\n<ol start=\"5\">\n<li>\u6307\u5b9a\u8f74\u53c2\u6570\u6c42\u548c<\/p>\n<p>numpy\u7684sum\u51fd\u6570\u53ef\u4ee5\u6307\u5b9a\u8f74\u53c2\u6570axis\uff0c\u7528\u4e8e\u6cbf\u6307\u5b9a\u8f74\u8fdb\u884c\u6c42\u548c\u64cd\u4f5c\u3002\u5982\u679c\u6307\u5b9aaxis=0\uff0c\u5219\u5bf9\u6bcf\u5217\u6c42\u548c\uff1b\u5982\u679c\u6307\u5b9aaxis=1\uff0c\u5219\u5bf9\u6bcf\u884c\u6c42\u548c\u3002\u4f8b\u5982\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">column_sum = np.sum(array, axis=0)<\/p>\n<p>row_sum = np.sum(array, axis=1)<\/p>\n<p>print(&quot;Column Sum:&quot;, column_sum)<\/p>\n<p>print(&quot;Row Sum:&quot;, row_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6bcf\u5217\u548c\u6bcf\u884c\u7684\u548c\uff0c\u5206\u522b\u4e3aColumn Sum: [12 15 18]\u548cRow Sum: [ 6 15 24]\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f<\/p>\n<\/p>\n<p><p>\u5217\u8868\u63a8\u5bfc\u5f0f\u662fPython\u4e2d\u4e00\u79cd\u7b80\u6d01\u7684\u8bed\u6cd5\u7ed3\u6784\uff0c\u53ef\u4ee5\u7528\u6765\u751f\u6210\u5217\u8868\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\u64cd\u4f5c\u3002\u4e0b\u9762\u662f\u5177\u4f53\u7684\u6b65\u9aa4\u548c\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u521b\u5efa\u4e8c\u7ef4\u6570\u7ec4<\/p>\n<p>\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u5217\u8868\u521b\u5efa\u4e00\u4e2a\u4e8c\u7ef4\u6570\u7ec4\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">array = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6c42\u548c<\/p>\n<p>\u901a\u8fc7\u5217\u8868\u63a8\u5bfc\u5f0f\u5bf9\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">total_sum = sum([sum(row) for row in array])<\/p>\n<p>print(&quot;Total Sum:&quot;, total_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u4e8c\u7ef4\u6570\u7ec4\u6240\u6709\u5143\u7d20\u7684\u548c\uff0c\u537345\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u5bf9\u6bcf\u5217\u6c42\u548c<\/p>\n<p>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u5bf9\u6bcf\u5217\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">column_sum = [sum(row[i] for row in array) for i in range(len(array[0]))]<\/p>\n<p>print(&quot;Column Sum:&quot;, column_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6bcf\u5217\u7684\u548c\uff0c\u5373[12, 15, 18]\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u5bf9\u6bcf\u884c\u6c42\u548c<\/p>\n<p>\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u5bf9\u6bcf\u884c\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">row_sum = [sum(row) for row in array]<\/p>\n<p>print(&quot;Row Sum:&quot;, row_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6bcf\u884c\u7684\u548c\uff0c\u5373[6, 15, 24]\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528\u5faa\u73af<\/p>\n<\/p>\n<p><p>\u867d\u7136\u4f7f\u7528\u5faa\u73af\u7684\u65b9\u5f0f\u76f8\u5bf9\u7e41\u7410\uff0c\u4f46\u5b83\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u5b9e\u73b0\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u7684\u6c42\u548c\u64cd\u4f5c\u3002\u4e0b\u9762\u662f\u5177\u4f53\u7684\u6b65\u9aa4\u548c\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<ol>\n<li>\u521b\u5efa\u4e8c\u7ef4\u6570\u7ec4<\/p>\n<p>\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u5217\u8868\u521b\u5efa\u4e00\u4e2a\u4e8c\u7ef4\u6570\u7ec4\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">array = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ol start=\"2\">\n<li>\u4f7f\u7528\u5faa\u73af\u6c42\u548c<\/p>\n<p>\u901a\u8fc7\u5d4c\u5957\u5faa\u73af\u5bf9\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">total_sum = 0<\/p>\n<p>for row in array:<\/p>\n<p>    for element in row:<\/p>\n<p>        total_sum += element<\/p>\n<p>print(&quot;Total Sum:&quot;, total_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u4e8c\u7ef4\u6570\u7ec4\u6240\u6709\u5143\u7d20\u7684\u548c\uff0c\u537345\u3002<\/p>\n<\/p>\n<ol start=\"3\">\n<li>\u5bf9\u6bcf\u5217\u6c42\u548c<\/p>\n<p>\u4f7f\u7528\u5faa\u73af\u5bf9\u6bcf\u5217\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">column_sum = [0] * len(array[0])<\/p>\n<p>for row in array:<\/p>\n<p>    for i in range(len(row)):<\/p>\n<p>        column_sum[i] += row[i]<\/p>\n<p>print(&quot;Column Sum:&quot;, column_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6bcf\u5217\u7684\u548c\uff0c\u5373[12, 15, 18]\u3002<\/p>\n<\/p>\n<ol start=\"4\">\n<li>\u5bf9\u6bcf\u884c\u6c42\u548c<\/p>\n<p>\u4f7f\u7528\u5faa\u73af\u5bf9\u6bcf\u884c\u8fdb\u884c\u6c42\u548c\uff1a<\/li>\n<\/p>\n<\/ol>\n<p><pre><code class=\"language-python\">row_sum = [0] * len(array)<\/p>\n<p>for i in range(len(array)):<\/p>\n<p>    for element in array[i]:<\/p>\n<p>        row_sum[i] += element<\/p>\n<p>print(&quot;Row Sum:&quot;, row_sum)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e0a\u8ff0\u4ee3\u7801\u5c06\u8f93\u51fa\u6bcf\u884c\u7684\u548c\uff0c\u5373[6, 15, 24]\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86Python\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u7684\u4e09\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528numpy\u5e93\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u548c\u5faa\u73af\u3002<strong>\u4f7f\u7528numpy\u5e93\u662f\u6700\u7b80\u4fbf\u4e14\u9ad8\u6548\u7684\u65b9\u6cd5<\/strong>\uff0c\u53ef\u4ee5\u5feb\u901f\u8ba1\u7b97\u6570\u7ec4\u7684\u548c\uff0c\u5e76\u4e14\u80fd\u591f\u6307\u5b9a\u8f74\u53c2\u6570\u8fdb\u884c\u6309\u884c\u6216\u6309\u5217\u6c42\u548c\u3002<strong>\u5217\u8868\u63a8\u5bfc\u5f0f\u867d\u7136\u7b80\u6d01\uff0c\u4f46\u53ef\u80fd\u4e0d\u592a\u9002\u5408\u5904\u7406\u5927\u89c4\u6a21\u6570\u7ec4<\/strong>\u3002<strong>\u4f7f\u7528\u5faa\u73af\u7684\u65b9\u6cd5\u8f83\u4e3a\u7075\u6d3b\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u8fdb\u884c\u5404\u79cd\u590d\u6742\u7684\u64cd\u4f5c<\/strong>\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u53ef\u8bfb\u6027\u3002<\/p>\n<\/p>\n<p><p>\u65e0\u8bba\u662f\u6570\u636e\u5206\u6790\u3001\u79d1\u5b66\u8ba1\u7b97\u8fd8\u662f\u65e5\u5e38\u7f16\u7a0b\u4e2d\uff0c\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u90fd\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u64cd\u4f5c\u3002\u638c\u63e1\u8fd9\u51e0\u79cd\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u5904\u7406\u548c\u5206\u6790\u6570\u636e\uff0c\u63d0\u9ad8\u7f16\u7a0b\u6280\u80fd\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff0c\u795d\u60a8\u5728Python\u7f16\u7a0b\u7684\u9053\u8def\u4e0a\u4e0d\u65ad\u8fdb\u6b65\uff01<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u521b\u5efa\u4e00\u4e2a\u4e8c\u7ef4\u6570\u7ec4\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5957\u5217\u8868\u6765\u521b\u5efa\u4e8c\u7ef4\u6570\u7ec4\uff0c\u4f8b\u5982\uff1a  <\/p>\n<pre><code class=\"language-python\">array = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]\n<\/code><\/pre>\n<p>\u6b64\u5916\uff0cNumPy\u5e93\u63d0\u4f9b\u4e86\u66f4\u4e3a\u9ad8\u6548\u548c\u7075\u6d3b\u7684\u65b9\u5f0f\u6765\u521b\u5efa\u548c\u64cd\u4f5c\u4e8c\u7ef4\u6570\u7ec4\uff0c\u4f7f\u7528<code>numpy.array()<\/code>\u51fd\u6570\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u5c06\u5d4c\u5957\u5217\u8868\u8f6c\u6362\u4e3aNumPy\u6570\u7ec4\u3002<\/p>\n<p><strong>\u4f7f\u7528Python\u4e2d\u7684\u54ea\u4e9b\u5e93\u53ef\u4ee5\u9ad8\u6548\u5730\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\uff1f<\/strong><br \/>NumPy\u662f\u5904\u7406\u6570\u7ec4\u548c\u77e9\u9635\u8fd0\u7b97\u7684\u5f3a\u5927\u5e93\uff0c\u4f7f\u7528NumPy\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u7684\u6c42\u548c\u3002\u901a\u8fc7\u8c03\u7528<code>numpy.sum()<\/code>\u51fd\u6570\uff0c\u53ef\u4ee5\u5728\u6307\u5b9a\u7684\u8f74\u4e0a\u5bf9\u6570\u7ec4\u8fdb\u884c\u6c42\u548c\u3002\u4f8b\u5982\uff0c<code>numpy.sum(array, axis=0)<\/code>\u4f1a\u5bf9\u6bcf\u4e00\u5217\u8fdb\u884c\u6c42\u548c\uff0c\u800c<code>numpy.sum(array, axis=1)<\/code>\u5219\u662f\u5bf9\u6bcf\u4e00\u884c\u8fdb\u884c\u6c42\u548c\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406\u5305\u542b\u975e\u6570\u5b57\u5143\u7d20\u7684\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\uff1f<\/strong><br \/>\u5728\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u65f6\uff0c\u5982\u679c\u6570\u7ec4\u4e2d\u5305\u542b\u975e\u6570\u5b57\u5143\u7d20\uff0c\u9996\u5148\u9700\u8981\u5c06\u5176\u7b5b\u9009\u6216\u8f6c\u6362\u4e3a\u6570\u503c\u7c7b\u578b\u3002\u53ef\u4ee5\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u6216NumPy\u7684\u529f\u80fd\u6765\u8fc7\u6ee4\u6216\u5904\u7406\u8fd9\u4e9b\u5143\u7d20\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528<code>numpy.isnan()<\/code>\u6765\u68c0\u6d4bNaN\u503c\uff0c\u6216\u8005\u4f7f\u7528\u6761\u4ef6\u8bed\u53e5\u6392\u9664\u975e\u6570\u503c\u5143\u7d20\uff0c\u786e\u4fdd\u6c42\u548c\u64cd\u4f5c\u4e0d\u4f1a\u56e0\u7c7b\u578b\u9519\u8bef\u800c\u5931\u8d25\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5bf9\u4e8c\u7ef4\u6570\u7ec4\u6c42\u548c\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff0c\u4e3b\u8981\u5305\u62ec\u4f7f\u7528numpy\u5e93\u3001\u5217\u8868\u63a8\u5bfc\u5f0f\u3001\u5faa\u73af\u7b49\u3002\u5176\u4e2d\uff0c\u6700\u5e38\u7528\u3001\u6700 [&hellip;]","protected":false},"author":3,"featured_media":1076755,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076745"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1076745"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076745\/revisions"}],"predecessor-version":[{"id":1076758,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1076745\/revisions\/1076758"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1076755"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1076745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1076745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1076745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}