{"id":774,"date":"2025-05-07T19:50:06","date_gmt":"2025-05-07T11:50:06","guid":{"rendered":"https:\/\/www.ddosidc.com\/wp\/?p=774"},"modified":"2025-05-07T19:50:06","modified_gmt":"2025-05-07T11:50:06","slug":"igraph%e5%ae%89%e8%a3%85%e8%bf%87%e7%a8%8b%e4%b8%ad%e9%9c%80%e8%a6%81%e6%b3%a8%e6%84%8f%e5%93%aa%e4%ba%9b%e4%ba%8b%e9%a1%b9","status":"publish","type":"post","link":"https:\/\/www.ddosidc.com\/wp\/774.html","title":{"rendered":"igraph\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879"},"content":{"rendered":"<p><p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.ddosidc.com\/wp\/wp-content\/uploads\/2025\/05\/gTV8hMCHJ.jpg\" alt=\"igraph\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\" title=\"igraph\u5b89\u88c5\u8fc7\u7a0b\u4e2d\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\"><\/p>\n<p><h3>1. igraph\u5b89\u88c5\u6982\u8ff0<\/h3>\n<\/p>\n<p>\u5728\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u7f51\u7edc\u53ef\u89c6\u5316\u65f6\uff0cigraph\u662f\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u7684\u5de5\u5177\u3002\u5b83\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ecPython\u3001R\u548cC\u7b49\u3002\u8fd9\u91cc\u662f\u4e00\u4e9b\u5e38\u89c1\u7684igraph\u5b89\u88c5\u65b9\u6cd5\uff0c\u6839\u636e\u4e0d\u540c\u7cfb\u7edf\u8fdb\u884c\u6392\u5e8f\u63a8\u8350\u3002<\/p>\n<p>\n<h3>2. Python\u4e2d\u7684igraph\u5b89\u88c5<\/h3>\n<\/p>\n<p>\u5728Python\u4e2d\u5b89\u88c5igraph\u975e\u5e38\u7b80\u5355\u3002\u4ee5\u4e0b\u662f\u63a8\u8350\u7684\u6b65\u9aa4\uff1a<\/p>\n<p><p>\u4f7f\u7528pip\u5b89\u88c5\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u3002\u6253\u5f00\u7ec8\u7aef\u6216\u547d\u4ee4\u63d0\u793a\u7b26\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<p><pre><code>pip install python-igraph<\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fAnaconda\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<p><pre><code>conda install -c conda-forge python-igraph<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e24\u79cd\u65b9\u6cd5\u90fd\u53ef\u4ee5\u987a\u5229\u5b89\u88c5igraph\uff0c\u5efa\u8bae\u4f7f\u7528pip\u65b9\u5f0f\uff0c\u56e0\u4e3a\u5b83\u66f4\u4e3a\u666e\u904d\u3002<\/p>\n<p>\n<h3>3. R\u8bed\u8a00\u4e2d\u7684igraph\u5b89\u88c5<\/h3>\n<\/p>\n<p>\u5bf9\u4e8eR\u8bed\u8a00\u7528\u6237\uff0c\u5b89\u88c5igraph\u540c\u6837\u65b9\u4fbf\u3002\u9996\u5148\u786e\u4fdd\u4f60\u7684R\u73af\u5883\u5df2\u7ecf\u642d\u5efa\u597d\uff0c\u7136\u540e\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<p><pre><code>install.packages(\"igraph\")<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6837\u5c31\u80fd\u5728R\u73af\u5883\u4e2d\u5bfc\u5165igraph\u5305\uff0c\u76f4\u63a5\u8fdb\u884c\u56fe\u5f62\u5206\u6790\u548c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n<p>\n<h3>4. C\u8bed\u8a00\u4e2d\u7684igraph\u5b89\u88c5<\/h3>\n<\/p>\n<p>\u5982\u679c\u4f60\u662fC\u8bed\u8a00\u7684\u7528\u6237\uff0c\u5b89\u88c5\u6b65\u9aa4\u4f1a\u7a0d\u5fae\u590d\u6742\u4e00\u4e9b\uff0c\u9700\u8981\u4ece\u6e90\u4ee3\u7801\u8fdb\u884c\u6784\u5efa\u3002\u4f60\u53ef\u4ee5\u4eceigraph\u7684\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u6e90\u4ee3\u7801\uff0c\u89e3\u538b\u540e\u5728\u7ec8\u7aef\u4e2d\u8fdb\u5165\u8be5\u76ee\u5f55\uff0c\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<p><pre><code>.\/configure<\/p>\r\n<p>make<\/p>\r\n<p>sudo make install<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u6839\u636e\u4f60\u7684\u7cfb\u7edf\u914d\u7f6e\u8fdb\u884c\u7f16\u8bd1\uff0c\u6240\u4ee5\u9700\u8981\u6ce8\u610f\u5b89\u88c5\u517c\u5bb9\u6027\u95ee\u9898\u3002<\/p>\n<p>\n<h3>5. \u5b89\u88c5\u524d\u51c6\u5907<\/h3>\n<\/p>\n<p>\u5728\u5b89\u88c5\u4efb\u4f55\u7248\u672c\u7684igraph\u4e4b\u524d\uff0c\u5efa\u8bae\u5148\u68c0\u67e5\u4f60\u7684\u7cfb\u7edf\u662f\u5426\u6ee1\u8db3\u4f9d\u8d56\u8981\u6c42\u3002\u5bf9\u4e0d\u540c\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f9d\u8d56\u7684\u5e93\u548c\u5de5\u5177\u53ef\u80fd\u6709\u6240\u4e0d\u540c\u3002\u6bd4\u5982Python\u9700\u8981\u5b89\u88c5numpy\u548cmatplotlib\uff0cR\u5219\u9700\u8981\u4e00\u4e2a\u80fd\u5904\u7406\u56fe\u5f62\u7684\u73af\u5883\u3002<\/p>\n<p><p>\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5Python\u5b89\u88c5\u7684\u5305\uff1a<\/p>\n<p><pre><code>pip list<\/code><\/pre>\n<\/p>\n<p><p>\u786e\u4fddnumpy\u548cmatplotlib\u90fd\u5df2\u6b63\u786e\u5b89\u88c5\u3002<\/p>\n<p>\n<h3>6. \u5e38\u89c1\u95ee\u9898<\/h3>\n<\/p>\n<p>\u5728\u5b89\u88c5\u548c\u4f7f\u7528igraph\u7684\u8fc7\u7a0b\u4e2d\uff0c\u7528\u6237\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u7684\u95ee\u9898\uff0c\u8fd9\u91cc\u5c31\u4e00\u4e9b\u95ee\u9898\u8fdb\u884c\u89e3\u7b54\u3002<\/p>\n<p><p><b>\u5982\u4f55\u5904\u7406igraph\u5b89\u88c5\u4e2d\u7684\u4f9d\u8d56\u95ee\u9898\uff1f<\/b>  <\/p>\n<p><p>\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\uff0c\u5982\u679c\u9047\u5230\u4f9d\u8d56\u7f3a\u5931\u7684\u63d0\u793a\uff0c\u53ef\u4ee5\u901a\u8fc7\u5305\u7ba1\u7406\u5de5\u5177\u8fdb\u884c\u5b89\u88c5\u3002\u4f8b\u5982\uff0c\u5728Ubuntu\u4e2d\u4f7f\u7528apt-get\u5b89\u88c5\u76f8\u5173\u4f9d\u8d56\uff1a<\/p>\n<p><pre><code>sudo apt-get install libigraph0-dev<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u4f1a\u5e2e\u52a9\u89e3\u51b3\u8bb8\u591a\u4f9d\u8d56\u95ee\u9898\u3002<\/p>\n<p><p><b>\u4e3a\u4ec0\u4e48\u5728R\u4e2d\u4f7f\u7528igraph\u65f6\u4f1a\u51fa\u73b0\u9519\u8bef\uff1f<\/b>  <\/p>\n<p><p>\u5f88\u591a\u65f6\u5019\u662f\u56e0\u4e3aR\u7684\u7248\u672c\u8fc7\u4f4e\u6216\u8005\u6ca1\u6709\u66f4\u65b0\u3002\u5982\u679c\u4f60\u9047\u5230\u5b89\u88c5\u9519\u8bef\uff0c\u5efa\u8bae\u66f4\u65b0R\u5230\u6700\u65b0\u7248\u672c\uff0c\u5e76\u91cd\u8bd5\uff1a<\/p>\n<p><pre><code>update.packages()<\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u6240\u6709\u5305\u90fd\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n<p><p><b>\u8fd8\u53ef\u4ee5\u901a\u8fc7\u54ea\u4e9b\u65b9\u5f0f\u83b7\u53d6igraph\u7684\u5e2e\u52a9\u548c\u652f\u6301\uff1f<\/b>  <\/p>\n<p><p>\u4f60\u53ef\u4ee5\u8bbf\u95eeigraph\u7684\u5b98\u65b9\u7f51\u7ad9\uff0c\u90a3\u91cc\u6709\u8be6\u7ec6\u7684\u6587\u6863\u548c\u5b89\u88c5\u6307\u5bfc\u3002\u6b64\u5916\uff0c\u5404\u4e2a\u5e73\u53f0\u7684\u793e\u533a\u8bba\u575b\u4ee5\u53caStack Overflow\u7b49\u7f51\u7ad9\u4e5f\u662f\u83b7\u53d6\u5e2e\u52a9\u7684\u597d\u53bb\u5904\u3002<\/p>\n<p><p>\u5bf9\u4e8e\u5e0c\u671b\u6df1\u5165\u7406\u89e3igraph\u7684\u7528\u6237\uff0c\u5efa\u8bae\u67e5\u770b\u5b98\u65b9\u6587\u6863\uff0c\u4e86\u89e3\u51fd\u6570\u7684\u4f7f\u7528\u548c\u6700\u4f73\u5b9e\u8df5\uff0c\u8fd9\u5bf9\u6709\u6548\u5229\u7528igraph\u8fdb\u884c\u6570\u636e\u5206\u6790\u81f3\u5173\u91cd\u8981\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1. igraph\u5b89\u88c5\u6982\u8ff0 \u5728\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u7f51\u7edc\u53ef\u89c6\u5316\u65f6\uff0cigraph\u662f\u4e00\u4e2a\u975e\u5e38\u5f3a\u5927\u7684\u5de5\u5177\u3002\u5b83\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ecPython\u3001R\u548cC\u7b49\u3002\u8fd9\u91cc\u662f\u4e00\u4e9b\u5e38\u89c1\u7684igraph\u5b89\u88c5\u65b9\u6cd5\uff0c\u6839\u636e\u4e0d\u540c\u7cfb\u7edf\u8fdb\u884c\u6392\u5e8f\u63a8\u8350\u3002 2. Python\u4e2d\u7684igraph&#8230;<\/p>\n","protected":false},"author":1,"featured_media":775,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-774","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-baike"],"_links":{"self":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/774","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/comments?post=774"}],"version-history":[{"count":1,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/774\/revisions"}],"predecessor-version":[{"id":777,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/774\/revisions\/777"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/media\/775"}],"wp:attachment":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/media?parent=774"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/categories?post=774"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/tags?post=774"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/topic?post=774"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}