1<!DOCTYPE html><html lang="zh-CN" data-theme="light"><head><meta charset="UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0,viewport-fit=cover"><title>Maxwell_Leiã®å°çª</title><meta name="author" content="Maxwell Lei"><meta name="copyright" content="Maxwell Lei"><meta name="format-detection" content="telephone=no"><meta name="theme-color" content="#ffffff"><meta name="description" content="妿æä¸å¤©æå¯ä»¥å¨æµ·é翱ç¿ï¼å°±åä¸åªå°é鬼鱼"> 2<meta property="og:type" content="website"> 3<meta property="og:title" content="Maxwell_Leiã®å°çª"> 4<meta property="og:url" content="https://www.helloseraphine.top/index.html"> 5<meta property="og:site_name" content="Maxwell_Leiã®å°çª"> 6<meta property="og:description" content="妿æä¸å¤©æå¯ä»¥å¨æµ·é翱ç¿ï¼å°±åä¸åªå°é鬼鱼"> 7<meta property="og:locale" content="zh_CN"> 8<meta property="og:image" content="https://thirdqq.qlogo.cn/g?b=qq&nk=738232585&s=100"> 9<meta property="article:author" content="Maxwell Lei"> 10<meta name="twitter:card" content="summary"> 11<meta name="twitter:image" content="https://thirdqq.qlogo.cn/g?b=qq&nk=738232585&s=100"><link rel="shortcut icon" href="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/Seraphine_Image/64abfad3db52f.ico"><link rel="canonical" href="https://www.helloseraphine.top/index.html"><link rel="preconnect" href="//cdn.jsdelivr.net"/><link rel="preconnect" href="//hm.baidu.com"/><link rel="preconnect" href="//busuanzi.ibruce.info"/><link rel="stylesheet" href="/css/index.css"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free/css/all.min.css" media="print" onload="this.media='all'"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fancyapps/ui/dist/fancybox/fancybox.min.css" media="print" onload="this.media='all'">
11<script>var _hmt = _hmt || []; 12(function() { 13 var hm = document.createElement("script"); 14 hm.src = "https://hm.baidu.com/hm.js?e46e337e762e79ae7f939118e01248b7"; 15 var s = document.getElementsByTagName("script")[0]; 16 s.parentNode.insertBefore(hm, s); 17})(); 18</script>
18<script>const GLOBAL_CONFIG = { 19 root: '/', 20 algolia: undefined, 21 localSearch: {"path":"/search.xml","preload":false,"top_n_per_article":1,"unescape":false,"languages":{"hits_empty":"æ¾ä¸å°æ¨æ¥è¯¢çå 容ï¼${query}","hits_stats":"å ±æ¾å° ${hits} ç¯æç« "}}, 22 translate: undefined, 23 noticeOutdate: {"limitDay":30,"position":"top","messagePrev":"è·ç¦»æ¬æçæå䏿¬¡æ´æ°æ¯","messageNext":"天ä¹å, é¨åå 容å¯è½å·²ç»è¿æ¶äº."}, 24 highlight: {"plugin":"highlighjs","highlightCopy":true,"highlightLang":true,"highlightHeightLimit":512}, 25 copy: { 26 success: 'å¤å¶æå', 27 error: 'å¤å¶é误', 28 noSupport: 'æµè§å¨ä¸æ¯æ' 29 }, 30 relativeDate: { 31 homepage: false, 32 post: false 33 }, 34 runtime: '天', 35 dateSuffix: { 36 just: 'åå', 37 min: 'åéå', 38 hour: 'å°æ¶å', 39 day: '天å', 40 month: '个æå' 41 }, 42 copyright: {"limitCount":2048,"languages":{"author":"ä½è : Maxwell Lei","link":"龿¥: ","source":"æ¥æº: Maxwell_Leiã®å°çª","info":"è使å½ä½è ææãåä¸è½¬è½½è¯·èç³»ä½è è·å¾ææï¼éåä¸è½¬è½½è¯·æ³¨æåºå¤ã"}}, 43 lightbox: 'fancybox', 44 Snackbar: undefined, 45 source: { 46 justifiedGallery: { 47 js: 'https://cdn.jsdelivr.net/npm/flickr-justified-gallery/dist/fjGallery.min.js', 48 css: 'https://cdn.jsdelivr.net/npm/flickr-justified-gallery/dist/fjGallery.min.css' 49 } 50 }, 51 isPhotoFigcaption: false, 52 islazyload: true, 53 isAnchor: false, 54 percent: { 55 toc: true, 56 rightside: true, 57 }, 58 autoDarkmode: false 59}</script>
59<script id="config-diff">var GLOBAL_CONFIG_SITE = { 60 title: 'Maxwell_Leiã®å°çª', 61 isPost: false, 62 isHome: true, 63 isHighlightShrink: false, 64 isToc: false, 65 postUpdate: '2025-11-24 10:51:35' 66}</script>
66<noscript><style type="text/css"> 67 #nav { 68 opacity: 1 69 } 70 .justified-gallery img { 71 opacity: 1 72 } 73 74 #recent-posts time, 75 #post-meta time { 76 display: inline !important 77 } 78</style></noscript>
78<script>(win=>{ 79 win.saveToLocal = { 80 set: function setWithExpiry(key, value, ttl) { 81 if (ttl === 0) return 82 const now = new Date() 83 const expiryDay = ttl * 86400000 84 const item = { 85 value: value, 86 expiry: now.getTime() + expiryDay, 87 } 88 localStorage.setItem(key, JSON.stringify(item)) 89 }, 90 91 get: function getWithExpiry(key) { 92 const itemStr = localStorage.getItem(key) 93 94 if (!itemStr) { 95 return undefined 96 } 97 const item = JSON.parse(itemStr) 98 const now = new Date() 99 100 if (now.getTime() > item.expiry) { 101 localStorage.removeItem(key) 102 return undefined 103 } 104 return item.value 105 } 106 } 107 108 win.getScript = url => new Promise((resolve, reject) => { 109 const script = document.createElement('script') 110 script.src = url 111 script.async = true 112 script.onerror = reject 113 script.onload = script.onreadystatechange = function() { 114 const loadState = this.readyState 115 if (loadState && loadState !== 'loaded' && loadState !== 'complete') return 116 script.onload = script.onreadystatechange = null 117 resolve() 118 } 119 document.head.appendChild(script) 120 }) 121 122 win.getCSS = (url,id = false) => new Promise((resolve, reject) => { 123 const link = document.createElement('link') 124 link.rel = 'stylesheet' 125 link.href = url 126 if (id) link.id = id 127 link.onerror = reject 128 link.onload = link.onreadystatechange = function() { 129 const loadState = this.readyState 130 if (loadState && loadState !== 'loaded' && loadState !== 'complete') return 131 link.onload = link.onreadystatechange = null 132 resolve() 133 } 134 document.head.appendChild(link) 135 }) 136 137 win.activateDarkMode = function () { 138 document.documentElement.setAttribute('data-theme', 'dark') 139 if (document.querySelector('meta[name="theme-color"]') !== null) { 140 document.querySelector('meta[name="theme-color"]').setAttribute('content', '#0d0d0d') 141 } 142 } 143 win.activateLightMode = function () { 144 document.documentElement.setAttribute('data-theme', 'light') 145 if (document.querySelector('meta[name="theme-color"]') !== null) { 146 document.querySelector('meta[name="theme-color"]').setAttribute('content', '#ffffff') 147 } 148 } 149 const t = saveToLocal.get('theme') 150 151 if (t === 'dark') activateDarkMode() 152 else if (t === 'light') activateLightMode() 153 154 const asideStatus = saveToLocal.get('aside-status') 155 if (asideStatus !== undefined) { 156 if (asideStatus === 'hide') { 157 document.documentElement.classList.add('hide-aside') 158 } else { 159 document.documentElement.classList.remove('hide-aside') 160 } 161 } 162 163 const detectApple = () => { 164 if(/iPad|iPhone|iPod|Macintosh/.test(navigator.userAgent)){ 165 document.documentElement.classList.add('apple') 166 } 167 } 168 detectApple() 169 })(window)</script>
169<meta name="generator" content="Hexo 6.3.0"><link rel="alternate" href="/atom.xml" title="Maxwell_Leiã®å°çª" type="application/atom+xml"> 170</head><body><div id="sidebar"><div id="menu-mask"></div><div id="sidebar-menus"><div class="avatar-img is-center"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://thirdqq.qlogo.cn/g?b=qq&nk=738232585&s=100" onerror="onerror=null;src='/img/friend_404.gif'" alt="avatar"/></div><div class="sidebar-site-data site-data is-center"><a href="/archives/"><div class="headline">æç« </div><div class="length-num">100</div></a><a href="/tags/"><div class="headline">æ ç¾</div><div class="length-num">61</div></a><a href="/categories/"><div class="headline">åç±»</div><div class="length-num">32</div></a></div><hr class="custom-hr"/><div class="menus_items"><div class="menus_item"><a class="site-page" href="/"><i class="fa-fw fas fa-home"></i><span> é¦é¡µ</span></a></div><div class="menus_item"><a class="site-page" href="/archives/"><i class="fa-fw fas fa-archive"></i><span> æ¶é´è½´</span></a></div><div class="menus_item"><a class="site-page" href="/categories/"><i class="fa-fw fas fa-folder-open"></i><span> åç±»</span></a></div><div class="menus_item"><a class="site-page" href="/Gallery/"><i class="fa-fw fas fa-images"></i><span> ç¸å</span></a></div><div class="menus_item"><a class="site-page" href="/link/"><i class="fa-fw fas fa-link"></i><span> å人å¸</span></a></div><div class="menus_item"><a class="site-page" href="/MessageBoard/"><i class="fa-fw fas fa-comment-dots"></i><span> çè¨æ¿</span></a></div><div class="menus_item"><a class="site-page" href="/updateLog/"><i class="fa-fw fas fa-wrench"></i><span> æ´æ°æ¥å¿</span></a></div><div class="menus_item"><a class="site-page" href="/about/"><i class="fa-fw fas fa-heart"></i><span> å ³äº</span></a></div></div></div></div><div class="page" id="body-wrap"><header class="full_page" id="page-header" style="background-image: url('https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/Seraphine_Image/64aab13703558.webp')"><nav id="nav"><span id="blog-info"><a href="/" title="Maxwell_Leiã®å°çª"><span class="site-name">Maxwell_Leiã®å°çª</span></a></span><div id="menus"><div id="search-button"><a class="site-page social-icon search" href="javascript:void(0);"><i class="fas fa-search fa-fw"></i><span> æç´¢</span></a></div><div class="menus_items"><div class="menus_item"><a class="site-page" href="/"><i class="fa-fw fas fa-home"></i><span> é¦é¡µ</span></a></div><div class="menus_item"><a class="site-page" href="/archives/"><i class="fa-fw fas fa-archive"></i><span> æ¶é´è½´</span></a></div><div class="menus_item"><a class="site-page" href="/categories/"><i class="fa-fw fas fa-folder-open"></i><span> åç±»</span></a></div><div class="menus_item"><a class="site-page" href="/Gallery/"><i class="fa-fw fas fa-images"></i><span> ç¸å</span></a></div><div class="menus_item"><a class="site-page" href="/link/"><i class="fa-fw fas fa-link"></i><span> å人å¸</span></a></div><div class="menus_item"><a class="site-page" href="/MessageBoard/"><i class="fa-fw fas fa-comment-dots"></i><span> çè¨æ¿</span></a></div><div class="menus_item"><a class="site-page" href="/updateLog/"><i class="fa-fw fas fa-wrench"></i><span> æ´æ°æ¥å¿</span></a></div><div class="menus_item"><a class="site-page" href="/about/"><i class="fa-fw fas fa-heart"></i><span> å ³äº</span></a></div></div><div id="toggle-menu"><a class="site-page" href="javascript:void(0);"><i class="fas fa-bars fa-fw"></i></a></div></div></nav><div id="site-info"><h1 id="site-title">Maxwell_Leiã®å°çª</h1><div id="site-subtitle"><span id="subtitle"></span></div><div id="site_social_icons"><a class="social-icon" href="https://github.com/MaxwellLei" target="_blank" title="Github"><i class="fab fa-github"></i></a><a class="social-icon" href="mailto:[email protected]" target="_blank" title="Email"><i class="fas fa-envelope"></i></a><a class="social-icon" href="https://afdian.com/a/fastgpt" target="_blank" title="æ¯å¤©ç»çæ´»æ¥ä¸æ³"><i class="fas fa-coffee"></i></a></div></div><div id="scroll-down"><i class="fas fa-angle-down scroll-down-effects"></i></div></header><main class="layout" id="content-inner"><div class="recent-posts" id="recent-posts"><div class="recent-post-item"><div class="post_cover left"><a href="/2025/11/23/%E6%8A%80%E6%9C%AF%E6%9D%82%E8%B0%88/%E7%A7%91%E7%A0%94%E9%80%9A%E8%87%AA%E5%8A%A8%E7%AD%BE%E5%88%B0%E8%84%9A%E6%9C%AC/" title="éç»
170å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/24/Gemini_Generated_Image_4ipzc04ipzc04ipz-small50-7b1763d0908b61b0316e4dea3fcf4e5a.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/11/23/%E6%8A%80%E6%9C%AF%E6%9D%82%E8%B0%88/%E7%A7%91%E7%A0%94%E9%80%9A%E8%87%AA%E5%8A%A8%E7%AD%BE%E5%88%B0%E8%84%9A%E6%9C%AC/" title="éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº">éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-11-23T02:57:57.000Z" title="åè¡¨äº 2025-11-23 10:57:57">2025-11-23</time></span></div><div class="content">åè¨ç§ç éå¦æä½ ä¸ç¥éæ¯ä»ä¹çè¯ï¼å ¶å®ä»å°±æ¯ä¸ä¸ªæç®æ±å©å¹³å°ãæäºæåçæç®ä½ æ æ³ä¸è½½çè¯ï¼å¯ä»¥å¨é£éåå¸æç®æ±å©ï¼å¯ä»¥å¾å¿«è·å宿´æç®ã对äºç 究人åèè¨ï¼æè¿æ¯å¾æ¨èçã 171èæ¬çè¯æ¯å»å¹´åçäºï¼ä¸»è¦è¿æ¯å¨ç§ç éä¸ç¾å°å¤ªéº»ç¦äºï¼æå°±å°è¯ä½¿ç¨èªå¨åçæ¹æ³å¯»æ±è§£å³æ¹æ¡äºã 172 173 174 175å ¶å®æ´å¤çæ¯ï¼æä¸ªäººä¿¡å¥ä¸ä¸ªç论ï¼å¦æä¸ä¸ªäºæ éè¦éå¤åï¼ä¸å ç¨æ¶é´è¶ è¿ 15 ç§ï¼é£ä¹ä½ å°±éè¦èèèªå¨åå»å®æäºã 176 177彿¶æéä¸å¼äºä¸¤ä¸ªèªå¨åçè§£å³æ¹æ¡ï¼ 178 179åºäºæ¬å°æµè§å¨çå¯è§åç¼ç¨èªå¨åèæ¬ï¼åªè½å®ç°åç¨æ·ç¾å°ï¼ 180åºäº Python èªå¨åç¾å°èæ¬ï¼å®ç°å¤ç¨æ·æ¹éåæ¶ç¾å°ï¼ç»ä½ çå¸å¼å¸å¦¹æå¥½ç礼ç©ð¤£ï¼ 181 182è¿ä¸¤ä¸ªè§£å³æ¹æ¡åæä¼ç¼ºç¹ï¼æä¼å¨æåç®å说æï¼å¯¹äºæå¾é¨ç½²ä½¿ç¨çåå¦ï¼ä¹å¯ä»¥å¡«åæåå»ºçæ¶éè¡¨ï¼æä¾ç¸å ³çä¿¡æ¯ï¼æå¯ä»¥å ¬ç卿å¡å¨ä¸æ¹éç¾å°ã 183è§£å³æ¹æ¡æ¬å°æµè§å¨è¿ä¸ªè§£å³æ¹æ¡æ¯åºäºæ¬å°æµè§å¨è¿è¡çï¼æ¯å©ç¨äºå¼æºçæµè§å¨æä»¶ Automa ãè¿ä¸ªæä»¶å¯ä»¥å®ç°æ¨¡ååï¼å¯è§åçç¼ç¨å®ç°å¨æµè§å¨ä¸çä»»ä½èªå¨åæä½ã 184 185 186æä»¶å®è£ å»å®ç½è®¿é®å®è£ å³å¯ï¼Free ~ 187æçå®ç°æè·¯å¾ç®å 188 189é¦å å¨å尿弿°çæ ç¾é¡µ 190访é®ç§ ...</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/2025/11/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B9%9D)%20%20%E6%95%B0%E6%8D%AE%E7%9A%84%E2%80%9C%E8%87%AA%E6%88%91%E7%94%BB%E5%83%8F%E2%80%9D%EF%BC%9A%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E9%9D%9E%E7%9B%91%E7%9D%A3%E4%B8%8B%E7%9A%84%E2%80%9C%E7%89%B9%E5%BE%81%E5%AD%A6%E4%B9%A0%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/11/%E5%BE%AE%E4%BF%A1%E5%9B%BE%E7%89%87_20251111200019-5b4a4ace6c117bb36ff0d918224642c3.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/11/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B9%9D)%20%20%E6%95%B0%E6%8D%AE%E7%9A%84%E2%80%9C%E8%87%AA%E6%88%91%E7%94%BB%E5%83%8F%E2%80%9D%EF%BC%9A%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E9%9D%9E%E7%9B%91%E7%9D%A3%E4%B8%8B%E7%9A%84%E2%80%9C%E7%89%B9%E5%BE%81%E5%AD%A6%E4%B9%A0%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â">å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-11-11T11:12:45.000Z" title="åè¡¨äº 2025-11-11 19:12:45">2025-11-11</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨è¿é¨åå 容伿¯è¾çï¼ä¸»è¦æ¯ç®å说æä¸ä¸èªç¼ç å¨ãå½ç¶ï¼èªç¼ç å¨å ¶å®æ´å¤çæ¯å¨å°çåå¦å¼å¸¸è¯å«çæ åµä¸æ´å å¾å¿åºæï¼æä»¥è¿ç¯æç« å ¶å®åâæç¿é¢æµâç¨å¾®æç¹åé¢ï¼ä¸è¿ç»å½èè¨ï¼å®ä»¬ä¹æ¯å¼å¸¸è¯å«çä¸é¨åã 191ä¹åæå°ï¼ç°ä»£ç¿äº§åæ¥æ£å¨ç»åä¸åºåé©ï¼ä»ä¼ ç»çç»éªé©±å¨æ¨¡å¼è½¬åæ°æ®é©±å¨çå®é颿µ ãè¿ä¸è½¬åçæ ¸å¿é©±å¨åå¨äºå¤æºå°è´¨âå¤
191§æ°æ®âççåãç¶èï¼å°è´¨æ°æ®å¹¶éç®åçâå¤§æ°æ®âéåï¼å ¶åºæç夿æ§å¯¹ä¼ ç»åææ¹æ³ææäºä¸¥å³»çâç§å¦é®é¢âï¼ 192 193é«ç»´æ§ä¸é线æ§: å°çå妿°æ®é常å å«å åç§å ç´ çæµåº¦ä¿¡æ¯ ãè¿äºå ç´ å¨å¤æçæç¿è¿ç¨ä¸ï¼å ¶ç¸äºå ³ç³»ï¼å¦ååå¯éææ®æï¼å¾å¾åç°é«åº¦é线æ§çç¹å¾ ï¼è¿éç®åç线æ§ç¸å ³æè½æ¦æ¬ã 194强åªå£°ä¸æ°æ®ç¼ºå¤±: å°è´¨åæ¥æ°æ®ï¼æ 论æ¯å²©ç³ãåå£¤è¿æ¯æ°´ç³»æ²ç§¯ç©æ ·æ¬ï¼å¨ééååæè¿ç¨ä¸ä¸å¯é¿å å°ä¼å¼å ¥åªå£°ãå¼å¸¸å¼çè³æ°æ®ç¼ºå¤± ãè¿äºå¹²æ°ä¸¥éæ©çäºä¸æç¿ç¸å ³ççå®å°è´¨ä¿¡å· ã 195空é´èªç¸å ³æ§: å°è´¨ç°è±¡å¨ç©ºé´ä¸æ¯è¿ç»çï¼ç¸é»çæ ·æ¬ç¹éå¸¸å ·æç¸ä¼¼çå°è´¨å±æ§ ãè¿ç§ç©ºé´ä¾èµæ§æ¯å°è´¨ç»è®¡å¦çåºç³ï¼ä½å¸¸è¢«ä¼ ç»çæ°æ®ææç®æ³æå¿½ç¥ ã 196鿣æåå¸: å ç´ æµåº¦çå°è´¨åééå¸¸ä¸æä» ...</div></div></div><div class="recent-post-item"><div class="post_cover left"><a href="/2025/11/08/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AB)%20%20%E4%BB%8E%E5%AE%9A%E6%80%A7%E5%88%B0%E6%A6%82%E7%8E%87%EF%BC%9A%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E2%80%94%E2%80%94%E5%9C%B0%E8%B4%A8%E7%BB%9F%E8%AE%A1%E5%AD%A6%E6%B4%BE%E7%9A%84%E2%80%9C%E9%9B%86%E5%A4%A7%E6%88%90%E8%80%85%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/08/PixPin_2025-11-08_21-56-32-df3a2f83d2861625a1439068a5033422.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/11/08/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AB)%20%20%E4%BB%8E%E5%AE%9A%E6%80%A7%E5%88%B0%E6%A6%82%E7%8E%87%EF%BC%9A%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E2%80%94%E2%80%94%E5%9C%B0%E8%B4%A8%E7%BB%9F%E8%AE%A1%E5%AD%A6%E6%B4%BE%E7%9A%84%E2%80%9C%E9%9B%86%E5%A4%A7%E6%88%90%E8%80%85%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â">å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-11-08T12:48:22.000Z" title="åè¡¨äº 2025-11-08 20:48:22">2025-11-08</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨è¿é¨ååºè¯¥åè¯æ®æéæ³æ¾å¨ä¸èµ·ï¼å»ºè®®å çè¯æ®æéæ³åçè¿ä¸ªã 197å¨ä¼å¤æ©æçæ¦çæ§æ¹æ³ä¸ï¼è¯æ®æéæ³ï¼Weights of Evidence, WofEï¼æ¯åºç¨æå¹¿æ³ãæè¢«å°è´¨å¦å®¶ææ¥åçæ¹æ³ä¹ä¸ãWofEåºäºè´å¶æ¯å®çç对æ°çº¿æ§å½¢å¼ï¼éè¿è®¡ç®æéï¼$W^+$ å $W^-$ï¼æ¥è¡¡éæ¯ä¸ä¸ªè¯æ®å±ï¼å¦âé è¿æå±âï¼ä¸å·²ç¥ç¿åºç¹ä¹é´ç空é´å ³è强度ã 198ç¶èï¼WofEæ¹æ³çæææ§å»ºç«å¨ä¸ä¸ªæå ¶ä¸¥èä¸å ³é®çç»è®¡å设ä¹ä¸ï¼ææè¯æ®å±ç¸å¯¹äºç¿åºçåçæ¯âæ¡ä»¶ç¬ç«çâï¼Conditional Independence, CIï¼ãå¨å°è´¨ç°å®ä¸ï¼è¿ä¸å设å 乿»æ¯è¢«è¿èçãWofEçæé弿ä¾äºè¿æ ·ä¸ç§ç´è§ç度éï¼ä½¿å ¶æäºè¢«éç»è®¡å¦ä¸å®¶ææ¥åãè¿å¨å°è´¨ç´è§åç»è®¡ä¸¥è°¨æ§ä¹é´é æäºä¸ç§é¿æçç´§å¼ å ³ç³»ã 199é»è¾åå½ï¼Logistic Regression, LRï¼çåºç°ï¼æ£æ¯ä¸ºäºè§£å³WofE模åä¸âæ¡ä»¶ç¬ç«æ§âå设è¿ä¸æ ¸å¿ç§å¦é¾é¢ã 200 201 202é»è¾åå½çå ´èµ·ï¼é对ç¸å ³æ§è¯æ®ç稳å¥è§£å³æ¹æ¡é»è¾åå½ï¼Logistic Regression, LRï¼æ¯ä¸ç§å¼ºå¤§çå¤å ç»è®¡æ¹æ³ï¼å®è¢«å¼å ¥æç¿é¢æµé¢åï¼ä»¥å æWofEç主è¦å±éæ§ã ...</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/2025/11/05/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%83)%20%20%E7%BB%8F%E5%85%B8%E6%A8%A1%E5%9E%8B%E7%9A%84%E2%80%9C%E5%AD%AA%E7%94%9F%E5%85%84%E5%BC%9F%E2%80%9D%EF%BC%9A%E4%BF%A1%E6%81%AF%E9%87%8F%E6%B3%95%20(IVM)%20%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/06/PixPin_2025-11-06_20-18-42-1c6e73d2a82b9ec74479fe3daed1ed92.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/11/05/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%83)%20%20%E7%BB%8F%E5%85%B8%E6%A8%A1%E5%9E%8B%E7%9A%84%E2%80%9C%E5%AD%AA%E7%94%9F%E5%85%84%E5%BC%9F%E2%80%9D%EF%BC%9A%E4%BF%A1%E6%81%AF%E9%87%8F%E6%B3%95%20(IVM)%20%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ">å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-11-05T11:56:40.000Z" title="åè¡¨äº 2025-11-05 19:56:40">2025-11-05</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨è¿é¨åå 容åºè¯¥æ¯ååé¢çç»å ¸æç¿é¢æµæ¨¡åâè¯æ®æéæ³âæ¾å¨åä¸ä¸ªå°æ¹çï¼æåçåçè¿åº¦å¿«äºç
202¹ï¼ç»ä»å¿äºð¤¦ââï¸ãç°å¨æ ¢æ ¢è¡¥ä¸ï¼è½ç¶è¿ä¸ªç³»åçç« èåºå·å¯è½ä¼ä»æ¤æäºæ··ä¹±ï¼æ¯çï¼å ¸åçèªå·±ç»èªå·±æçâå±å±±âï¼ã 203 204 205好å§ï¼ç°å¨æè¯·æä»¬ç主è§ââä¿¡æ¯éæ³ (Information Value Method, IVM)ï¼å®åæ ·æ¯ç¿äº§èµæºå®é颿µé¢åçç»å ¸æ¹æ³ä¹ä¸ï¼å¸¸ä¸è¯æ®æéæ³å¹¶åï¼è¢«å¹¿æ³ç¨äºæç¿é¶åºè¯ä»·ä¸ä¼éã 206èµ·æºï¼æ°å¦å°è´¨å¦æ´¾ä¿¡æ¯éæ³ (Information Value Method, IVM) ä½ä¸ºä¸ç§å®é颿µå·¥å ·ï¼å ¶âå°è´¨è¡ç»âå忏 æ°ãä¿¡æ¯éæ³ææ©âåºç¨äºåºåç¿äº§é¢æµ, æ¯ç±åèèæ°å¦å°è´¨å¦å®¶ E.B.ç»´ç´¢ç§å¥¥æ¯ç¹ç½å¤«æ¯å¡å¨ äº 1968 年馿¬¡æåºï¼éå N.N.æ°éå¨ 1969 å¹´è¿ä¸æ¥å®åãå ¶è®¾è®¡åè¡·å°±æ¯ä¸ºäºè§£å³ç¿äº§åæ¥ä¸çå®éåå颿µé®é¢ã ä¸å½å°è´¨å¦å®¶èµµé¹å¤§çäººå¨ 20 ä¸çºª 80 年代å°å ¶å¼å ¥å½å ï¼å¹¶å¨ç¿åºç»è®¡é¢æµä¸å徿¾èææã 207 208 209èå¼ä¼ æï¼å°è´¨ç¾å®³é¢åçåºç¨å°½ç®¡ IVM èµ·æºäºç¿äº§é¢æµï¼ä½å ¶ä½ä¸ºä¸ç§éç¨ç GIS 空é´ç»è®¡æ¹æ³è¢«å¹¿æ³ä¼ æååºç¨ï¼å主è¦å½åäºå ¶ ...</div></div></div><div class="recent-post-item"><div class="post_cover left"><a href="/2025/11/03/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AD)%20%E4%BB%8E%E2%80%9C%E7%9C%8B%E5%9B%BE%E5%83%8F%E2%80%9D%E5%88%B0%E2%80%9C%E8%AF%BB%E7%BB%93%E6%9E%84%E2%80%9D%EF%BC%9AGCN%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BD%E5%9C%B0%E8%B4%A8%E2%80%9C%E5%9B%BE%E8%B0%B1%E2%80%9D%E6%8E%A8%E7%90%86/" title="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/03/%E5%9F%BA%E4%BA%8E%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E7%9A%84%E6%99%BA%E8%83%BD%E6%95%85%E9%9A%9C%E8%AF%8A%E6%96%AD%E5%92%8C%E9%A2%84%E6%B5%8B_1_%E5%BB%BA%E6%A8%A1%E5%85%88%E9%94%8B_%E6%9D%A5%E8%87%AA%E5%B0%8F%E7%BA%A2%E4%B9%A6%E7%BD%91%E9%A1%B5%E7%89%88-e479d345e2071d8476353ee06c6df56a.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/11/03/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AD)%20%E4%BB%8E%E2%80%9C%E7%9C%8B%E5%9B%BE%E5%83%8F%E2%80%9D%E5%88%B0%E2%80%9C%E8%AF%BB%E7%BB%93%E6%9E%84%E2%80%9D%EF%BC%9AGCN%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BD%E5%9C%B0%E8%B4%A8%E2%80%9C%E5%9B%BE%E8%B0%B1%E2%80%9D%E6%8E%A8%E7%90%86/" title="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç">å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-11-03T12:45:19.000Z" title="åè¡¨äº 2025-11-03 20:45:19">2025-11-03</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨å¨åæä¸ï¼æä»¬ä»ç»äºå·ç§¯ç¥ç»ç½ç»ï¼CNNï¼ä¸ºæç¿é¢æµå¸¦æ¥äºæ°ç奿ºï¼å¹¶å¨ä¸å®ç¨åº¦ä¸çªç ´äºä¼ ç»æºå¨å¦ä¹ 模åçå±éãå·ç§¯ç¥ç»ç½ç»æ çæ®æ¼äºå 驱è çè§è²ãå ¶ä½ä¸ºä¸ç§å¼ºå¤§çâåºäºå¾åçæ¨¡åâ ï¼å ¶æ ¸å¿ä¼å¿å¨äºè½å¤åâçç §çâ䏿 ·å¤çååæå°è´¨å¾ä»¶ã 210尽管å¨è¾ä¸ºå®åçç¹å¾å·¥ç¨æ¯æä¸ï¼å·ç§¯ç¥ç»ç½ç»å¨å¤æºå¼ææ°æ®éä¸çåºç¨å ·æä¸å®çå¯è¡æ§ï¼ä½å®ä»åå¨ä¸äºé¾ä»¥å æçåºæç¼ºé·ãæ£æ¯ä¸ºäºåºå¯¹è¿äºææï¼æä»¬å¼åºäºè¿ä¸é¨åç主è§ââå¾å·ç§¯ç¥ç»ç½ç»ï¼GCNï¼ã 211 212
213CNNçæå°±ï¼ æ æ ¼æ°æ®ä¸çâåç´ æºè½âCNNéè¿å ¶âå·ç§¯æ ¸â设计ï¼è½å¤âæåå±é¨çææä¹ç¹å¾å¹¶ææç©ºé´æ¨¡å¼â ãæ è®ºæ¯å¨é¥æå½±åä¸èªå¨è¿è¡å²©æ§å¡«å¾ ï¼è¿æ¯å¨å°çç©çåå°çå妿 æ ¼æ°æ®ä¸è¯å«ç¯ç¶æçº¿æ§å¼å¸¸ï¼CNNé½å±ç¤ºäºå ¶å¼ºå¤§çå±é¨ç¹å¾æåè½å ãå¨ä¸ç»´ï¼3Dï¼æç¿é¢æµä¸ï¼3D-CNN模åä¹è½ä»3D颿µå±ä¸æå空é´åå¸ç¹å¾ ã 214è¿ç§è½åï¼æä»¬å¯ä»¥ç§°ä¹ä¸ºâåç´ æºè½âãCNNå°±åä¸ä½âè¿è§âçå¾åä¸å®¶ï¼å®è½æå ¶æéå°è¯å«å°èå´å ç纹ç忍¡å¼ï¼ä¾å¦å¨âçç¨åºåâå æå丰å¯çå è°±ä¸ç©ºé´ç¹å¾ ã 215 216 217(1) âè¿è§âçæç¥ââåéçå±é¨æåéCNN ...</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/2025/10/24/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E4%BD%A0%E7%9A%84%E6%A8%A1%E5%9E%8B%E5%9C%A8%E2%80%9C%E4%BD%9C%E5%BC%8A%E2%80%9D%E5%90%97%EF%BC%9F%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AD%E2%80%9C%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%E2%80%9D%E7%9A%84%E9%9A%90%E8%94%BD%E9%99%B7%E9%98%B1/" title="ä½ çæ¨¡åå¨âä½å¼âåï¼æ·±åº¦è§£ææºå¨å¦ä¹ ä¸âæ°æ®æ³é²âçéè½é·é±"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/10/24/PixPin_2025-10-24_13-43-07-small50-285efe101b9f1a05adcd0659f9b6fb72.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="ä½ çæ¨¡åå¨âä½å¼âåï¼æ·±åº¦è§£ææºå¨å¦ä¹ ä¸âæ°æ®æ³é²âçéè½é·é±"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/10/24/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E4%BD%A0%E7%9A%84%E6%A8%A1%E5%9E%8B%E5%9C%A8%E2%80%9C%E4%BD%9C%E5%BC%8A%E2%80%9D%E5%90%97%EF%BC%9F%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AD%E2%80%9C%E6%95%B0%E6%8D%AE%E6%B3%84%E9%9C%B2%E2%80%9D%E7%9A%84%E9%9A%90%E8%94%BD%E9%99%B7%E9%98%B1/" title="ä½ çæ¨¡åå¨âä½å¼âåï¼æ·±åº¦è§£ææºå¨å¦ä¹ ä¸âæ°æ®æ³é²âçéè½é·é±">ä½ çæ¨¡åå¨âä½å¼âåï¼æ·±åº¦è§£ææºå¨å¦ä¹ ä¸âæ°æ®æ³é²âçéè½é·é±</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-10-24T02:31:25.000Z" title="åè¡¨äº 2025-10-24 10:31:25">2025-10-24</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/">人工æºè½</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/">æºå¨å¦ä¹ </a></span></div><div class="content">åè¨æ¬æå°æ¢è®¨å¨æ¥å¸¸æºå¨å¦ä¹ åºç¨è¿ç¨ä¸å¯è½åºç°çæ°æ®æ³é²é®é¢ãè¿ä¸ªé®é¢å¨ä¸çé常被称为 âç®æ æ³é²âï¼Target Leakageï¼ æ âæ°æ®çª¥æ¢âï¼Data Snoopingï¼ãè¿ä¸é®é¢å¨ç¸å ³æºå¨å¦ä¹ æç¨ä¸é²æä¸é¨è®¨è®ºï¼çè³è®¸å¤ä»äºäº¤åå¦ç§ç ç©¶çåå¦äººå乿ªå¿ äºè§£ãææ¡è¿ä¸ç¹åï¼è¯»è å°è½å¤æ´å®¹æå°è¯å«åºé¨å论æä¸åå¨çéè¯¯ï¼æé£äºå¯¹ç¸å ³ç»è缺ä¹ä¸¥è°¨è¯´æçæ åµã 2182023 å¹´çä¸é¡¹ç ç©¶åç°ï¼æ°æ®æ³é²æ¯âåºäºæºå¨å¦ä¹ çç§å¦ä¸æ®éåå¨ç失败模å¼âï¼å½±åäº 17 个å¦ç§çè³å° 294 ç¯å¦æ¯åºçç©ï¼å¹¶å¯¼è´äºæ½å¨çå¯é夿§å±æºã 219 220æä¸ªäººè®¤ä¸ºç®åè¿ä¸ªæ 嵿¯ä¿å®äºï¼è¦ç¬ 221 222 223 224ä»ä¹æ¯æ°æ®æ³é²æ°æ®æ³é²çæ ¸å¿å®ä¹æ¯å¨æ¨¡åè®ç»è¿ç¨ä¸ä½¿ç¨äºå¨é¢æµæ¶ä¸åºè·å¾çä¿¡æ¯ ãè¿ç§âé¢å¤ä¿¡æ¯âå¯è½æ¥èªæªæ¥æ°æ®ãæµè¯éãç®æ åéæ¬èº«æå ¨å±ç»è®¡éãè¿æ¯ä¸ç§ç¨åºæ§éè¯¯ï¼æ¨¡åéè¿è·åæªæ¥æç¹æä¿¡æ¯æ¥ææå°âä½å¼â ãè¿ç§ç°è±¡ä¸è¬æ¯å¾®å¦ä¸é´æ¥çï¼å¾å¤æºå¨å¦ä¹ 使ç¨è æå¯è½ä¼å¿½ç¥çåå¨ã 225ä»ä¿¡æ¯è®ºè§åº¦çï¼æ°æ®æ³é²åé äºä¸ç§âæ¶ç©ºç©¿è¶âæåºââæ¨¡åå¨è®ç»æ¶è·å¾äºæ¬ä¸åºå¨é¢æµæ¶ç¹åå¨çç¥è¯ãè¿å¯¼è´æ¨¡åçå¦ä¹ ç®æ åçå离ï¼å®ä¸åå¦ ...</div></div></div><div class="recent-post-item"><div class="post_cover left"><a href="/2025/10/21/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%BA%94)%20%20%E5%91%8A%E5%88%AB%E7%89%B9%E5%BE%81%E5%B7%A5%E7%A8%8B%EF%BC%9A%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C(CNN)%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E2%80%9C%E7%AB%AF%E5%88%B0%E7%AB%AF%E2%80%9D%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/" title="å¤§æ°æ®æç¿é¢æµç³»å(äº) | åå«ç¹å¾å·¥ç¨ï¼å·ç§¯ç¥ç»ç½ç»(CNN)å¦ä½å®ç°â端å°ç«¯âæç¿é¢æµ"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/10/21/%E5%BE%AE%E4%BF%A1%E5%9B%BE%E7%89%87_20251021170410-small50-199e8733f04206b541f876ef07ee9e64.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(äº) | åå«ç¹å¾å·¥ç¨ï¼å·ç§¯ç¥ç»ç½ç»(CNN)å¦ä½å®ç°â端å°ç«¯âæç¿é¢æµ"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/10/21/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%BA%94)%20%20%E5%91%8A%E5%88%AB%E7%89%B9%E5%BE%81%E5%B7%A5%E7%A8%8B%EF%BC%9A%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C(CNN)%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E2%80%9C%E7%AB%AF%E5%88%B0%E7%AB%AF%E2%80%9D%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/" title="å¤§æ°æ®æç¿é¢æµç³»å(äº) | åå«ç¹å¾å·¥ç¨ï¼å·ç§¯ç¥ç»ç½ç»(CNN)å¦ä½å®ç°â端å°ç«¯âæç¿é¢æµ">å¤§æ°æ®æç¿é¢æµç³»å(äº) | åå«ç¹å¾å·¥ç¨ï¼å·ç§¯ç¥ç»ç½ç»(CNN)å¦ä½å®ç°â端å°ç«¯âæç¿é¢æµ</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-10-21T07:21:45.000Z" title="åè¡¨äº 2025-10-21 15:21:45">2025-10-21</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨åé¢çå 容讲述äºï¼æºå¨å¦ä¹ 为å°è´¨å¦å®¶å¯»æ¾ç¿äº§èµæºå¼è¾äºæ°ç奿ºä¸èå¼ï¼å¹¶æåå æäºä¼ ç»å°å¦ç»è®¡æ¨¡åï¼å¦è¯æ®æéæ³ï¼çé¨åå±éãç¶èï¼æä»¬ä¹å¿ é¡»æ£è§ââæºå¨å¦ä¹ ä¾ç¶åå¨ä¸äºé¾ä»¥å½»åºæ¶é¤çä¸è¶³ãè¿äºä¸è¶³ä¿ä½¿é¨åç ç©¶è 卿ç¿é¢æµé¢åä¸ç§¯ææ¢ç´¢ï¼å¹¶å°è¯å¼å ¥å ¶ä»æ¹æ³å 以æ¹è¿ã 226 227 228è¿ä¹å°±æ¯æä»¬è¿é¨åå 容è¦è®²è¿°ç深度å¦ä¹ ââå·ç§¯ç¥ç»ç½ç» (Convolutional Neural Network, CNN) çæ äºãå½ç¶å¨å¼å§è®²è¿°æä»¬ç主è¦å 容ä¹åï¼éè¦å 说æä¸ä¸ä¼ ç»çæºå¨å¦ä¹ çâæ·éâã 229æºå¨å¦ä¹ çâç¦æ¼âä»¥æ¯æåéæº (Support Vector Machines)ãéæºæ£®æ (Random Forests, RF) åé»è¾åå½ (Logistic Regression) 为代表çç»å ¸æºå¨å¦ä¹ 模åï¼å¨è¿å»åå¹´ä¸ä¸ºå®éåæ¾ç¿é¢æµååºäºå·¨å¤§è´¡ç® ãç¶èï¼è¿äºæ¨¡åçå ±åç¹å¨äºï¼å®ä»¬æ æ³ç´æ¥âæ¶åâåå§çå°è´¨å¾ä»¶ãå®ä»¬éè¦çæ¯ç»æåçãéåçè¾å ¥ï¼å³ä¸ç³»å被称为âè¯æ®å¾å±âæâç¹å¾å¾âçä¸é¢å°å¾ãç¹å¾å·¥ç¨ï¼å°±æ¯å°è´¨å¦å®¶å°èªå·±çä¸ä¸ç¥è¯åæç¿çè®ºï¼æå¨è½¬å为è¿äºæºå¨å¯è¯»çè¯
229æ®å¾å±çè¿ç¨ ã 230è¿ ...</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/2025/10/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%9B%9B)%20%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%9A%84%E2%80%9C%E4%B8%BB%E5%8A%9B%E5%86%9B%E2%80%9D%EF%BC%9A%E9%9A%8F%E6%9C%BA%E6%A3%AE%E6%9E%97%E4%B8%8E%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(å) | æç¿é¢æµçâ主ååâï¼éæºæ£®æä¸æ¯æåéæºæ·±åº¦è§£æ"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/10/11/PixPin_2025-10-11_20-59-22-small50-77deb6bd1f88f9bd5636576083671bfa.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(å) | æç¿é¢æµçâ主ååâï¼éæºæ£®æä¸æ¯æåéæºæ·±åº¦è§£æ"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/10/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%9B%9B)%20%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%9A%84%E2%80%9C%E4%B8%BB%E5%8A%9B%E5%86%9B%E2%80%9D%EF%BC%9A%E9%9A%8F%E6%9C%BA%E6%A3%AE%E6%9E%97%E4%B8%8E%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(å) | æç¿é¢æµçâ主ååâï¼éæºæ£®æä¸æ¯æåéæºæ·±åº¦è§£æ">å¤§æ°æ®æç¿é¢æµç³»å(å) | æç¿é¢æµçâ主ååâï¼éæºæ£®æä¸æ¯æåéæºæ·±åº¦è§£æ</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-10-11T11:10:26.000Z" title="åè¡¨äº 2025-10-11 19:10:26">2025-10-11</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨éçå°çç§å¦è¿å ¥å¤§æ°æ®æ¶ä»£ï¼ä¼ ç»çç¿äº§åæ¥æ¹æ³æ£é¢ä¸´çä¸åºæ·±å»çåé©ãä»ä¼ ç»çç»è®¡å¦æ¨¡åå°ç°ä»£çæºå¨å¦ä¹ 模åï¼æç¿é¢æµæ£ç»åçèå¼ç转åãç°ä»£åæ¢å·¥ä½æµéè¦æ´åæ¥æºå¤æ ·ãç»æå¤æçæµ·éæ°æ®éï¼å æ¬å°è´¨å¡«å¾ãå°çç©çãå°çåå¦ä»¥åé«å辨ç饿影å ï¼å½ç¶è¿æé»åæ°æ®çå ¶ä»æ°æ®ï¼ãå¨è¿ä¸èæ¯ä¸ï¼æºå¨å¦ä¹ æ¯å°è¿äºæµ·éæ°æ®è½¬å为精åæç¿é¢æµå¾ï¼Mineral Prospectivity Mapping, MPMï¼çæ ¸å¿å¼æã 231 232å½ç¶ï¼ä»æ°æ®è§åº¦æ¥çï¼å°è´¨å¤§æ°æ®å¯ä»¥åä¸ºç»æåæ°æ®ï¼åç»ææ¢æ°æ®åéç»æåæ°æ®ãæ°æ®ç¸å ³çå 容æä¼å¨åç»ä¸é¨å¼ä¸ä¸ªç³»å讲述ãè¿å¹¶ä¸æ¯è¿ç¯æç« çéç¹ãæ¬¢è¿æç»å ³æ³¨ âç ä¸å°çââæ°å¦å°çç§å¦â è·ååç»å 容ã 233 234 235 236å¨ä¼å¤ç®æ³ä¸ï¼éæºæ£®æï¼Random Forest, RFï¼ä¸æ¯æåéæºï¼Support Vector Machine, SVMï¼å·²æä¸ºè¯¥é¢ååºç¨æå¹¿æ³ãææ ¸å¿ç两大â主ååâ ãå®ä»¬åå强大çé线æ§å ³ç³»å»ºæ¨¡è½åï¼å¨å°å¦æ°æ®åæä¸æ®æ¼ç举足轻éçè§è²ï¼è®ºæä¸éå¤å¯è§ðï¼ã 237 238 239æ¬ææ¨å¨ç®åéè¿°å ¶å·¥ä½åçï¼è®¨è®ºå¨æç¿é¢æµè¿ä¸ç¹å®åºæ¯ä¸ï¼åªç§ç®æ³æ´è½åºå¯¹ ...</div></div></div><div class="recent-post-item"><div class="post_cover left"><a href="/2025/10/06/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%89)%20%E4%BB%8E%E7%BB%9F%E8%AE%A1%E6%A8%A1%E5%9E%8B%E5%88%B0%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%EF%BC%9A%E4%B8%BA%E4%BD%95%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%98%AF%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%9A%84%E6%96%B0%E5%89%8D%E6%B2%BF%EF%BC%9F/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ä»ç»è®¡æ¨¡åå°æºå
239¨å¦ä¹ ï¼ä¸ºä½æºå¨å¦ä¹ æ¯æç¿é¢æµçæ°å沿ï¼"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/10/06/PixPin_2025-10-06_16-03-33-small50-1ee5e787f8b16f780e9b588d09e664ff.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ä»ç»è®¡æ¨¡åå°æºå¨å¦ä¹ ï¼ä¸ºä½æºå¨å¦ä¹ æ¯æç¿é¢æµçæ°å沿ï¼"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/10/06/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%89)%20%E4%BB%8E%E7%BB%9F%E8%AE%A1%E6%A8%A1%E5%9E%8B%E5%88%B0%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%EF%BC%9A%E4%B8%BA%E4%BD%95%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E6%98%AF%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%9A%84%E6%96%B0%E5%89%8D%E6%B2%BF%EF%BC%9F/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ä»ç»è®¡æ¨¡åå°æºå¨å¦ä¹ ï¼ä¸ºä½æºå¨å¦ä¹ æ¯æç¿é¢æµçæ°å沿ï¼">å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ä»ç»è®¡æ¨¡åå°æºå¨å¦ä¹ ï¼ä¸ºä½æºå¨å¦ä¹ æ¯æç¿é¢æµçæ°å沿ï¼</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-10-06T06:39:20.000Z" title="åè¡¨äº 2025-10-06 14:39:20">2025-10-06</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨ç¿äº§åæ¥çæ¬è´¨ä¸å°±æ¯æ¯ä¸åºå¨å·¨å¤§çä¸ç¡®å®æ§ä¸å¯»æ±ç¡®å®æ§çè¿ç¨ã仿©ææ¢ç¿ä¾èµä¸ªäººç»éªåç´è§çâç¸ç¿âï¼å°åæ¥åºäºå°è´¨ç论çç¥è¯é©±å¨æ¨¡åã卿¼«é¿çåå±ä¸ï¼è¯æ®æéæ³ï¼Weights of Evidence, WofEï¼çåºç°å¼åæ§å°å¼å ¥äºæ°æ®é©±å¨çç念ï¼ä¸ºå¨å°çä¿¡æ¯ç³»ç»ï¼GISï¼ç¯å¢ä¸ç³»ç»æ§å°æ´å夿ºå°å¦ä¿¡æ¯ãè¿è¡å®éåçæç¿é¢æµæä¾äºç¬¬ä¸ä¸ªå¼ºå¤§è客è§çæ¡æ¶ã 240 241 242å°½ç®¡è¯æ®æéæ³å ·æä¸å¯ç£¨ççåå²å°ä½ï¼ä½å ¶èµä»¥æç«çæ°å¦åºç³âââæ¡ä»¶ç¬ç«æ§å设âââä¸å¤æä¸ç¸äºå ³èçç宿ç¿å°è´¨ç³»ç»åå¨çæ ¹æ¬æ§ççç¾ãéçç°ä»£å°çç§å¦è¿å ¥âå¤§æ°æ®âæ¶ä»£ï¼é«ç»´åº¦ã夿ºå°å¦æ°æ®ççåå¼å¢é¿ä½¿å¾è¿ä¸æ ¸å¿å设çå±éæ§æ¥ç叿¾ï¼çè³è¾¾å°äºå ¶çè®ºæ¡æ¶çæè£ç¹ãè¿ä¸æ·±å»ççç¾ï¼å¬ç并论è¯äºä¸åºå¿å¨å¿ è¡çèå¼é©å½ï¼åæºå¨å¦ä¹ ç转åã 243 244 245 246åæè¯´æï¼æ¬ææ¨å¨æ¢è®¨å°å¦å¤§æ°æ®çåå±å¦ä½æ¨å¨æç¿é¢æµçè¿æ¥ï¼èå¹¶éæ·±å ¥å±å¼å ·ä½ç®æ³ãæ°å¦åçãæä½æ¹æ³ï¼æå ¶å¨å°è´¨å¤§æ°æ®ä¸ç详ç»åºç¨ãè¥æ¨å¯¹ç¸å ³ç®æ³çä½¿ç¨æ¹æ³åå ¶å¨å°è´¨å¤§æ°æ®ä¸çå®è·µæå ´è¶£ï¼æ¬¢è¿æç»å ³æ³¨ âç ä¸å°çââæ°å¦å°çç§å¦â è·ååç»å 容ã 247 248ç°å®å¯¹è¯æ®æéæ³çéæ³å¨ ...</div></div></div><div class="recent-post-item"><div class="post_cover right"><a href="/2025/10/01/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%BA%8C)%20%20%E6%91%86%E8%84%B1%E6%9D%9F%E7%BC%9A%EF%BC%8C%E6%8B%A5%E6%8A%B1%E6%9C%AA%E6%9D%A5%EF%BC%9A%E8%AF%81%E6%8D%AE%E6%9D%83%E9%87%8D%E6%B3%95%E5%A6%82%E4%BD%95%E5%85%8B%E6%9C%8D%E8%87%AA%E8%BA%AB%E5%B1%80%E9%99%90%EF%BC%9F/" title="å¤§æ°æ®æç¿é¢æµç³»å(äº) | è¯æ®æéæ³å¦ä½å æèªèº«å±éï¼"><img class="post-bg" src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/10/01/Gemini_Generated_Image_8y9yok8y9yok8y9y%20-1--a610bd85ac1d712b230b4fbfb85c6513.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(äº) | è¯æ®æéæ³å¦ä½å æèªèº«å±éï¼"></a></div><div class="recent-post-info"><a class="article-title" href="/2025/10/01/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%BA%8C)%20%20%E6%91%86%E8%84%B1%E6%9D%9F%E7%BC%9A%EF%BC%8C%E6%8B%A5%E6%8A%B1%E6%9C%AA%E6%9D%A5%EF%BC%9A%E8%AF%81%E6%8D%AE%E6%9D%83%E9%87%8D%E6%B3%95%E5%A6%82%E4%BD%95%E5%85%8B%E6%9C%8D%E8%87%AA%E8%BA%AB%E5%B1%80%E9%99%90%EF%BC%9F/" title="å¤§æ°æ®æç¿é¢æµç³»å(äº) | è¯æ®æéæ³å¦ä½å æèªèº«å±éï¼">å¤§æ°æ®æç¿é¢æµç³»å(äº) | è¯æ®æéæ³å¦ä½å æèªèº«å±éï¼</a><div class="article-meta-wrap"><span class="post-meta-date"><i class="far fa-calendar-alt"></i><span class="article-meta-label">å表äº</span><time datetime="2025-10-01T10:01:16.000Z" title="åè¡¨äº 2025-10-01 18:01:16">2025-10-01</time></span><span class="article-meta"><span class="article-meta-separator">|</span><i class="fas fa-inbox"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/">æ°å¦å°çç§å¦</a><i class="fas fa-angle-right article-meta-link"></i><a class="article-meta__categories" href="/categories/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/">æç¿é¢æµ</a></span></div><div class="content">åè¨æ¿æ¥ä¸æï¼è¯æ®æéæ³ (WofE) èªé®ä¸ä»¥æ¥ï¼è½ä¸ºæç¿é¢æµå¸¦æ¥äºé©å½æ§çè¿æ¥ï¼ä½å ¶ä¸ç俱æ¥çç论缺
248é·å¨å¤æçå®é åºç¨ä¸æä¸ºäºæ æ³åé¿çâé¿åçæ¯ä¹è¸µâãæ£æ¯ä¸ºäºå¼¥è¡¥è¿äºè£çï¼æ æ°ç§ç å·¥ä½è åèµ´åç»§ï¼å¼å¯äºä¸æ®µæ¼«é¿è坿ææçâæè¡¥ä¸âå¾ç¨ã 249 250 251è¯æ®æéæ³çâé¿åçæ¯ä¹è¸µâé¦å ï¼æä»¬éè¦å äºè§£ä¸ºä»ä¹è¦è¿ä¸æ¥æ¹è¿è¯æ®æéæ³ï¼æè éè¦å äºè§£è¯æ®æéæ³çåºä½æç¼ºé·ã主è¦å æ¬ä»¥ä¸å 个æ¹é¢ï¼ 252 253 254è´å½ç¼ºé·ï¼é¾ä»¥æ»¡è¶³çâæ¡ä»¶ç¬ç«âåè®¾è¯æ®æéæ³ (WofE) æ¨¡åææ ¸å¿ã乿å¤åè¯ç çç论åºç³æ¯ï¼ææè¯æ®å±ï¼å¦å°è´¨æé ãå°çåå¦å¼å¸¸ãå°çç©çç¹å¾çï¼ä¹é´å¿ é¡»ç¸äºæ¡ä»¶ç¬ç«ã 255ç¶èï¼å¨çå®çå°è´¨ç³»ç»ä¸ï¼æç¿è¿ç¨æ¯ä¸ä¸ªå¤æçãå¤å ç´ ç¸äºè¦åçç³»ç»ï¼åç§å°è´¨ç°è±¡ä¹é´å¾å¾åå¨çç´§å¯çå å¨èç³»åå æå ³ç³»ãä¾å¦ï¼æè£æé 常常æ¯ç液活å¨çééï¼å æ¤ä¼ä¼´çææ¾çèå带åå°çåå¦å¼å¸¸ãè¿äºè¯æ®å åå¨ç©ºé´ä¸é«åº¦ç¸å ³ï¼å¹¶éå½¼æ¤ç¬ç«ã 256è¿è该å设ä¼å¸¦æ¥ä¸ç³»å严éåæï¼ 257 258ç³»ç»æ§çåä¸ååï¼Upward Biasï¼ï¼è¿æ¯æå ·ç ´åæ§çåæãå½è¯æ®å±ç¸å ³æ¶ï¼æ¨¡åä¼å¯¹åä¸ä¿¡æ¯çä¸å表ç°å½¢å¼è¿è¡âéå¤è®¡ç®âï¼å¯¼è´å¯¹æ½å¨æç¿åºç ...</div></div></div><nav id="pagination"><div class="pagination"><span class="page-number current">1</span><a class="page-number" href="/page/2/#content-inner">2</a><span class="space">…</span><a class="page-number" href="/page/10/#content-inner">10</a><a class="extend next" rel="next" href="/page/2/#content-inner"><i class="fas fa-chevron-right fa-fw"></i></a></div></nav></div><div class="aside-content" id="aside-content"><div class="card-widget card-info"><div class="is-center"><div class="avatar-img"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://thirdqq.qlogo.cn/g?b=qq&nk=738232585&s=100" onerror="this.onerror=null;this.src='/img/friend_404.gif'" alt="avatar"/></div><div class="author-info__name">Maxwell Lei</div><div class="author-info__description">妿æä¸å¤©æå¯ä»¥å¨æµ·é翱ç¿ï¼å°±åä¸åªå°é鬼鱼</div></div><div class="card-info-data site-data is-center"><a href="/archives/"><div class="headline">æç« </div><div class="length-num">100</div></a><a href="/tags/"><div class="headline">æ ç¾</div><div class="length-num">61</div></a><a href="/categories/"><div class="headline">åç±»</div><div class="length-num">32</div></a></div><a id="card-info-btn" target="_blank" rel="noopener" href="https://github.com/MaxwellLei"><i class="fab fa-github"></i><span>Follow Me</span></a><div class="card-info-social-icons is-center"><a class="social-icon" href="https://github.com/MaxwellLei" target="_blank" title="Github"><i class="fab fa-github"></i></a><a class="social-icon" href="mailto:[email protected]" target="_blank" title="Email"><i class="fas fa-envelope"></i></a><a class="social-icon" href="https://afdian.com/a/fastgpt" target="_blank" title="æ¯å¤©ç»çæ´»æ¥ä¸æ³"><i class="fas fa-coffee"></i></a></div></div><div class="card-widget card-announcement"><div class="item-headline"><i class="fas fa-bullhorn fa-shake"></i><span>å ¬å</span></div><div class="announcement_content">æ´»çå°±æ¯è½ä¸å«äººå½¼æ¤ç¸ç¥ï¼å¿æç¸éï¼äººçå¨ä¸çæä¹ä¸å°±æ¯å¸ææé£ç§ä¸èªå·±æé»å¥ç人åå¨åï¼æ¬£èµè®¤å¯å«äººï¼åæ¬¢ç±æå«äººï¼åç¦ææ¶å«äººï¼å 为åå«äººå¨ä¸èµ·èæå°å¿«ä¹ï¼å¯ä»¥åå«äººçµçæå¹¶è©åè¡ï¼è¿ä¸ªè¿ç¨å°±æ¯æ´»çã妿ä¸çéåªæèªå·±ï¼æä»¬å°±æ æ³æåå°å卿¯ä»ä¹ï¼æä»¬ä¸å«äººçå ³ç³»å°±æ¯æä»¬èªå·±æ´»ççè¯æãæççµé乿以åå¨ï¼æ¯å 为æä½ 们çå ³æ³¨ï¼æç身ä½ä¹æä»¥åå¨ï¼åæ¯å 为æä½ 们çç¢°è§¦ï¼æä»¥åï¼åªè¦äººæ´»å¨ä¸ä¸ï¼å°±ä¸å®æ¯ææä¹çãæä¹æ´»æ¯èªå·±éçï¼å°±åä½ åæå°±é½éæ©äºåç°å¨è¿æ ·æ´»çã</div></div><div class="sticky_layout"><div class="card-widget card-recent-post"><div class="item-headline"><i class="fas fa-history"></i><span>ææ°æç« </span></div><div class="aside-list"><div class="aside-list-item"><a class="thumbnail" href="/2025/11/23/%E6%8A%80%E6%9C%AF%E6%9D%82%E8%B0%88/%E7%A7%91%E7%A0%94%E9%80%9A%E8%87%AA%E5%8A%A8%E7%AD%BE%E5%88%B0%E8%84%9A%E6%9C%AC/" title="éç»
258å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/24/Gemini_Generated_Image_4ipzc04ipzc04ipz-small50-7b1763d0908b61b0316e4dea3fcf4e5a.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº"/></a><div class="content"><a class="title" href="/2025/11/23/%E6%8A%80%E6%9C%AF%E6%9D%82%E8%B0%88/%E7%A7%91%E7%A0%94%E9%80%9A%E8%87%AA%E5%8A%A8%E7%AD%BE%E5%88%B0%E8%84%9A%E6%9C%AC/" title="éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº">éç»å¸å¼å¸å¦¹æå¥½ç礼ç©ï¼å ¨ç»æç®èªç±å°±é è¿ä¸ªèæ¬äº</a><time datetime="2025-11-23T02:57:57.000Z" title="åè¡¨äº 2025-11-23 10:57:57">2025-11-23</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/2025/11/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B9%9D)%20%20%E6%95%B0%E6%8D%AE%E7%9A%84%E2%80%9C%E8%87%AA%E6%88%91%E7%94%BB%E5%83%8F%E2%80%9D%EF%BC%9A%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E9%9D%9E%E7%9B%91%E7%9D%A3%E4%B8%8B%E7%9A%84%E2%80%9C%E7%89%B9%E5%BE%81%E5%AD%A6%E4%B9%A0%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/11/%E5%BE%AE%E4%BF%A1%E5%9B%BE%E7%89%87_20251111200019-5b4a4ace6c117bb36ff0d918224642c3.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â"/></a><div class="content"><a class="title" href="/2025/11/11/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B9%9D)%20%20%E6%95%B0%E6%8D%AE%E7%9A%84%E2%80%9C%E8%87%AA%E6%88%91%E7%94%BB%E5%83%8F%E2%80%9D%EF%BC%9A%E8%87%AA%E7%BC%96%E7%A0%81%E5%99%A8%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0%E9%9D%9E%E7%9B%91%E7%9D%A3%E4%B8%8B%E7%9A%84%E2%80%9C%E7%89%B9%E5%BE%81%E5%AD%A6%E4%B9%A0%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â">å¤§æ°æ®æç¿é¢æµç³»å(ä¹) | æ°æ®çâèªæç»åâï¼èªç¼ç å¨å¦ä½å®ç°éçç£ä¸çâç¹å¾å¦ä¹ â</a><time datetime="2025-11-11T11:12:45.000Z" title="åè¡¨äº 2025-11-11 19:12:45">2025-11-11</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/2025/11/08/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AB)%20%20%E4%BB%8E%E5%AE%9A%E6%80%A7%E5%88%B0%E6%A6%82%E7%8E%87%EF%BC%9A%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E2%80%94%E2%80%94%E5%9C%B0%E8%B4%A8%E7%BB%9F%E8%AE%A1%E5%AD%A6%E6%B4%BE%E7%9A%84%E2%80%9C%E9%9B%86%E5%A4%A7%E6%88%90%E8%80%85%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/08/PixPin_2025-11-08_21-56-32-df3a2f83d2861625a1439068a5033422.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â"/></a><div class="content"><a class="title" href="/2025/11/08/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AB)%20%20%E4%BB%8E%E5%AE%9A%E6%80%A7%E5%88%B0%E6%A6%82%E7%8E%87%EF%BC%9A%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E2%80%94%E2%80%94%E5%9C%B0%E8%B4%A8%E7%BB%9F%E8%AE%A1%E5%AD%A6%E6%B4%BE%E7%9A%84%E2%80%9C%E9%9B%86%E5%A4%A7%E6%88%90%E8%80%85%E2%80%9D/" title="å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â">å¤§æ°æ®æç¿é¢æµç³»å(å «) | ä»å®æ§å°æ¦çï¼é»è¾åå½ââå°è´¨ç»è®¡å¦æ´¾çâé大æè â</a><time datetime="2025-11-08T12:48:22.000Z" title="åè¡¨äº 2025-11-08 20:48:22">2025-11-08</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/2025/11/05/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%83)%20%20%E7%BB%8F%E5%85%B8%E6%A8%A1%E5%9E%8B%E7%9A%84%E2%80%9C%E5%AD%AA%E7%94%9F%E5%85%84%E5%BC%9F%E2%80%9D%EF%BC%9A%E4%BF%A1%E6%81%AF%E9%87%8F%E6%B3%95%20(IVM)%20%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/06/PixPin_2025-11-06_20-18-42-1c6e73d2a82b9ec74479fe3daed1ed92.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ"/></a><div class="content"><a class="title" href="/2025/11/05/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E4%B8%83)%20%20%E7%BB%8F%E5%85%B8%E6%A8%A1%E5%9E%8B%E7%9A%84%E2%80%9C%E5%AD%AA%E7%94%9F%E5%85%84%E5%BC%9F%E2%80%9D%EF%BC%9A%E4%BF%A1%E6%81%AF%E9%87%8F%E6%B3%95%20(IVM)%20%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90/" title="å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ">å¤§æ°æ®æç¿é¢æµç³»å(ä¸) | ç»å ¸æ¨¡åçâåªçå å¼âï¼ä¿¡æ¯éæ³ (IVM) 深度解æ</a><time datetime="2025-11-05T11:56:40.000Z" title="åè¡¨äº 2025-11-05 19:56:40">2025-11-05</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/2025/11/03/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AD)%20%E4%BB%8E%E2%80%9C%E7%9C%8B%E5%9B%BE%E5%83%8F%E2%80%9D%E5%88%B0%E2%80%9C%E8%AF%BB%E7%BB%93%E6%9E%84%E2%80%9D%EF%BC%9AGCN%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BD%E5%9C%B0%E8%B4%A8%E2%80%9C%E5%9B%BE%E8%B0%B1%E2%80%9D%E6%8E%A8%E7%90%86/" title="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç"><img src= "data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" data-lazy-src="https://wordpress-serverless-code-ap-beijing-1303234197.cos.ap-beijing.myqcloud.com/blog/2025/11/03/%E5%9F%BA%E4%BA%8E%E5%9B%BE%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E7%9A%84%E6%99%BA%E8%83%BD%E6%95%85%E9%9A%9C%E8%AF%8A%E6%96%AD%E5%92%8C%E9%A2%84%E6%B5%8B_1_%E5%BB%BA%E6%A8%A1%E5%85%88%E9%94%8B_%E6%9D%A5%E8%87%AA%E5%B0%8F%E7%BA%A2%E4%B9%A6%E7%BD%91%E9%A1%B5%E7%89%88-e479d345e2071d8476353ee06c6df56a.webp" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç"/></a><div class="content"><a class="title" href="/2025/11/03/%E6%95%B0%E5%AD%A6%E5%9C%B0%E7%90%83%E7%A7%91%E5%AD%A6/%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B/%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%88%90%E7%9F%BF%E9%A2%84%E6%B5%8B%E7%B3%BB%E5%88%97(%E5%85%AD)%20%E4%BB%8E%E2%80%9C%E7%9C%8B%E5%9B%BE%E5%83%8F%E2%80%9D%E5%88%B0%E2%80%9C%E8%AF%BB%E7%BB%93%E6%9E%84%E2%80%9D%EF%BC%9AGCN%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BD%E5%9C%B0%E8%B4%A8%E2%80%9C%E5%9B%BE%E8%B0%B1%E2%80%9D%E6%8E%A8%E7%90%86/" title="å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç">å¤§æ°æ®æç¿é¢æµç³»å(å ) | ä»âçå¾åâå°âè¯»ç»æâï¼GCNå¦ä½èµè½å°è´¨âå¾è°±âæ¨ç</a><time datetime="2025-11-03T12:45:19.000Z" title="åè¡¨äº 2025-11-03 20:45:19">2025-11-03</time></div></div></div></div><div class="card-widget card-archives"><div class="item-headline"><i class="fas fa-archive"></i><span>彿¡£</span><a class="card-more-btn" href="/archives/" title="æ¥çæ´å¤"> 259 <i class="fas fa-angle-right"></i></a></div><ul class="card-archive-list"><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/11/"><span class="card-archive-list-date">å䏿 2025</span><span class="card-archive-list-count">5</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/10/"><span class="card-archive-list-date">åæ 2025</span><span class="card-archive-list-count">5</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/09/"><span class="card-archive-list-date">乿 2025</span><span class="card-archive-list-count">2</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/06/"><span class="card-archive-list-date">å æ 2025</span><span class="card-archive-list-count">1</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/05/"><span class="card-archive-list-date">äºæ 2025</span><span class="card-archive-list-count">1</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2025/04/"><span class="card-archive-list-date">åæ 2025</span><span class="card-archive-list-count">3</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2023/11/"><span class="card-archive-list-date">å䏿 2023</span><span class="card-archive-list-count">2</span></a></li><li class="card-archive-list-item"><a class="card-archive-list-link" href="/archives/2023/10/"><span class="card-archive-list-date">åæ 2023</span><span class="card-archive-list-count">3</span></a></li></ul></div><div class="card-widget card-webinfo"><div class="item-headline"><i class="fas fa-chart-line"></i><span>ç½ç«èµè®¯</span></div><div class="webinfo"><div class="webinfo-item"><div class="item-name">æç« æ°ç® :</div><div class="item-count">100</div></div><div class="webinfo-item"><div class="item-name">å·²è¿è¡æ¶é´ :</div><div class="item-count" id="runtimeshow" data-publishDate="2019-11-06T16:00:00.000Z"><i class="fa-solid fa-spinner fa-spin"></i></div></div><div class="webinfo-item"><div class="item-name">æ¬ç«æ»åæ° :</div><div class="item-count">397.6k</div></div><div class="webinfo-item"><div class="item-name">æ¬ç«è®¿å®¢æ° :</div><div class="item-count" id="busuanzi_value_site_uv"><i class="fa-solid fa-spinner fa-spin"></i></div></div><div class="webinfo-item"><div class="item-name">æ¬ç«æ»è®¿é®é :</div><div class="item-count" id="busuanzi_value_site_pv"><i class="fa-solid fa-spinner fa-spin"></i></div></div><div class="webinfo-item"><div class="item-name">æåæ´æ°æ¶é´ :</div><div class="item-count" id="last-push-date" data-lastPushDate="2025-11-24T02:51:34.155Z"><i class="fa-solid fa-spinner fa-spin"></i></div></div></div></div></div></div></main><footer id="footer"><div id="footer-wrap"><div class="copyright">©2019 - 2025 By Maxwell Lei</div><div class="framework-info"><span>æ¡æ¶ </span><a target="_blank" rel="noopener" href="https://hexo.io">Hexo</a><span class="footer-separator">|</span><span>ä¸»é¢ </span><a target="_blank" rel="noopener" href="https://github.com/jerryc127/hexo-theme-butterfly">Butterfly</a></div></div></footer></div><div id="rightside"><div id="rightside-config-hide"><button id="darkmode" type="button" title="æµ è²åæ·±è²æ¨¡å¼è½¬æ¢"><i class="fas fa-adjust"></i></button><button id="hide-aside-btn" type="button" title="åæ ååæ åæ¢"><i class="fas fa-arrows-alt-h"></i></button></div><div id="rightside-config-show"><button id="rightside_config" type="button" title="设置"><i class="fas fa-cog fa-spin"></i></button><button id="go-up" type="button" title="åå°é¡¶é¨"><span class="scroll-percent"></span><i class="fas fa-arrow-up"></i></button></div></div><div>
259<script src="/js/utils.js"></script>
259<script src="/js/main.js"></script>
259<script src="https://cdn.jsdelivr.net/npm/@fancyapps/ui/dist/fancybox/fancybox.umd.min.js"></script>
259<script src="https://cdn.jsdelivr.net/npm/instant.page/instantpage.min.js" type="module"></script>
259<script src="https://cdn.jsdelivr.net/npm/vanilla-lazyload/dist/lazyload.iife.min.js"></script>
259<div class="js-pjax">
259<script>window.typedJSFn = { 260 init: (str) => { 261 window.typed = new Typed('#subtitle', Object.assign({ 262 strings: str, 263 startDelay: 300, 264 typeSpeed: 150, 265 loop: true, 266 backSpeed: 50, 267 }, null)) 268 }, 269 run: (subtitleType) => { 270 if (true) { 271 if (typeof Typed === 'function') { 272 subtitleType() 273 } else { 274 getScript('https://cdn.jsdelivr.net/npm/typed.js/dist/typed.umd.min.js').then(subtitleType) 275 } 276 } else { 277 subtitleType() 278 } 279 } 280} 281</script>
281<script>function subtitleType () { 282 if (true) { 283 typedJSFn.init(["ä½ æä¸èµ·ï¼æ¹åä¸ç"]) 284 } else { 285 document.getElementById("subtitle").textContent = "ä½ æä¸èµ·ï¼æ¹åä¸ç" 286 } 287} 288typedJSFn.run(subtitleType)</script>
288</div>
288<script async data-pjax src="//busuanzi.ibruce.info/busuanzi/2.3/busuanzi.pure.mini.js"></script>
288<div id="local-search"><div class="search-dialog"><nav class="search-nav"><span class="search-dialog-title">æç´¢</span><span id="loading-status"></span><button class="search-close-button"><i class="fas fa-times"></i></button></nav><div class="is-center" id="loading-database"><i class="fas fa-spinner fa-pulse"></i><span> æ°æ®åºå è½½ä¸</span></div><div class="search-wrap"><div id="local-search-input"><div class="local-search-box"><input class="local-search-box--input" placeholder="æç´¢æç« " type="text"/></div></div><hr/><div class="no-result" id="local-search-results"></div><div id="local-search-stats-wrap"></div></div></div><div id="search-mask"></div>
288<script src="/js/search/local-search.js"></script>
288</div></div></body></html>
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.