-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy path14643.html
402 lines (366 loc) · 35.9 KB
/
14643.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
<!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, maximum-scale=1.0, user-scalable=no"><title>Kaggle入门（以Titanic项目为例） | magic-H</title><meta name="keywords" content="Kaggle"><meta name="author" content="magic-H"><meta name="copyright" content="magic-H"><meta name="format-detection" content="telephone=no"><meta name="theme-color" content="#ffffff"><meta name="description" content="一.简介 本篇会以Titanic的模型为例，熟悉Kaggle网站的使用和项目的复现。本篇会分别介绍云端和本地运行项目的方式。 前提准备： Python环境（我使用的是3.8.10版本，理论上都可以） Pycharm(可有可无) 二. 网页运行 注册Kaggle账号（自行注册） 打开Titanic项目 选择Edit 可在左上角修改项目的名字 选择Run All运行所有代码">
<meta property="og:type" content="article">
<meta property="og:title" content="Kaggle入门（以Titanic项目为例）">
<meta property="og:url" content="https://magic-h.top/14643.html">
<meta property="og:site_name" content="magic-H">
<meta property="og:description" content="一.简介 本篇会以Titanic的模型为例，熟悉Kaggle网站的使用和项目的复现。本篇会分别介绍云端和本地运行项目的方式。 前提准备： Python环境（我使用的是3.8.10版本，理论上都可以） Pycharm(可有可无) 二. 网页运行 注册Kaggle账号（自行注册） 打开Titanic项目 选择Edit 可在左上角修改项目的名字 选择Run All运行所有代码">
<meta property="og:locale" content="zh_CN">
<meta property="og:image" content="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182022290.png">
<meta property="article:published_time" content="2022-07-18T00:00:00.000Z">
<meta property="article:modified_time" content="2023-06-09T02:57:26.202Z">
<meta property="article:author" content="magic-H">
<meta property="article:tag" content="Kaggle">
<meta name="twitter:card" content="summary">
<meta name="twitter:image" content="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182022290.png"><link rel="shortcut icon" href="/img/favicon.ico"><link rel="canonical" href="https://magic-h.top/14643"><link rel="preconnect" href="//cdn.jsdelivr.net"/><link rel="preconnect" href="//sdk.51.la"/><link rel="preconnect" href="//fonts.googleapis.com" crossorigin=""/><link rel="stylesheet" href="/css/index.css"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6/css/all.min.css" media="print" onload="this.media='all'"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/node-snackbar/dist/snackbar.min.css" media="print" onload="this.media='all'"><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fancyapps/ui/dist/fancybox.css" media="print" onload="this.media='all'"><script>!function(p){"use strict";!function(t){var s=window,e=document,i=p,c="".concat("https:"===e.location.protocol?"https://":"http://","sdk.51.la/js-sdk-pro.min.js"),n=e.createElement("script"),r=e.getElementsByTagName("script")[0];n.type="text/javascript",n.setAttribute("charset","UTF-8"),n.async=!0,n.src=c,n.id="LA_COLLECT",i.d=n;var o=function(){s.LA.ids.push(i)};s.LA?s.LA.ids&&o():(s.LA=p,s.LA.ids=[],o()),r.parentNode.insertBefore(n,r)}()}({id:"Jl7ITgjGBeVbLmqO",ck:"Jl7ITgjGBeVbLmqO"});
</script><script>!(function(c,i,e,b){
var h=i.createElement("script");
var f=i.getElementsByTagName("script")[0];
h.type="text/javascript";
h.crossorigin=true;
h.onload=function(){new c[b]["Monitor"]().init({id:"Jl7IrsA7TWlXlR99"});};
f.parentNode.insertBefore(h,f);h.src=e;})(window,document,"https://sdk.51.la/perf/js-sdk-perf.min.js","LingQue");</script><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Titillium+Web&display=swap" media="print" onload="this.media='all'"><script>const GLOBAL_CONFIG = {
root: '/',
algolia: undefined,
localSearch: {"path":"search.xml","languages":{"hits_empty":"找不到您查询的内容：${query}"}},
translate: undefined,
noticeOutdate: undefined,
highlight: {"plugin":"highlighjs","highlightCopy":true,"highlightLang":true,"highlightHeightLimit":false},
copy: {
success: '复制成功',
error: '复制错误',
noSupport: '浏览器不支持'
},
relativeDate: {
homepage: false,
post: false
},
runtime: '天',
date_suffix: {
just: '刚刚',
min: '分钟前',
hour: '小时前',
day: '天前',
month: '个月前'
},
copyright: undefined,
lightbox: 'mediumZoom',
Snackbar: {"chs_to_cht":"你已切换为繁体","cht_to_chs":"你已切换为简体","day_to_night":"你已切换为深色模式","night_to_day":"你已切换为浅色模式","bgLight":"#49b1f5","bgDark":"#1f1f1f","position":"bottom-left"},
source: {
justifiedGallery: {
js: 'https://cdn.jsdelivr.net/npm/flickr-justified-gallery@2/dist/fjGallery.min.js',
css: 'https://cdn.jsdelivr.net/npm/flickr-justified-gallery@2/dist/fjGallery.min.css'
}
},
isPhotoFigcaption: false,
islazyload: false,
isAnchor: false
}</script><script id="config-diff">var GLOBAL_CONFIG_SITE = {
title: 'Kaggle入门（以Titanic项目为例）',
isPost: true,
isHome: false,
isHighlightShrink: false,
isToc: true,
postUpdate: '2023-06-09 02:57:26'
}</script><noscript><style type="text/css">
#nav {
opacity: 1
}
.justified-gallery img {
opacity: 1
}
#recent-posts time,
#post-meta time {
display: inline !important
}
</style></noscript><script>(win=>{
win.saveToLocal = {
set: function setWithExpiry(key, value, ttl) {
if (ttl === 0) return
const now = new Date()
const expiryDay = ttl * 86400000
const item = {
value: value,
expiry: now.getTime() + expiryDay,
}
localStorage.setItem(key, JSON.stringify(item))
},
get: function getWithExpiry(key) {
const itemStr = localStorage.getItem(key)
if (!itemStr) {
return undefined
}
const item = JSON.parse(itemStr)
const now = new Date()
if (now.getTime() > item.expiry) {
localStorage.removeItem(key)
return undefined
}
return item.value
}
}
win.getScript = url => new Promise((resolve, reject) => {
const script = document.createElement('script')
script.src = url
script.async = true
script.onerror = reject
script.onload = script.onreadystatechange = function() {
const loadState = this.readyState
if (loadState && loadState !== 'loaded' && loadState !== 'complete') return
script.onload = script.onreadystatechange = null
resolve()
}
document.head.appendChild(script)
})
win.activateDarkMode = function () {
document.documentElement.setAttribute('data-theme', 'dark')
if (document.querySelector('meta[name="theme-color"]') !== null) {
document.querySelector('meta[name="theme-color"]').setAttribute('content', '#0d0d0d')
}
}
win.activateLightMode = function () {
document.documentElement.setAttribute('data-theme', 'light')
if (document.querySelector('meta[name="theme-color"]') !== null) {
document.querySelector('meta[name="theme-color"]').setAttribute('content', '#ffffff')
}
}
const t = saveToLocal.get('theme')
if (t === 'dark') activateDarkMode()
else if (t === 'light') activateLightMode()
const asideStatus = saveToLocal.get('aside-status')
if (asideStatus !== undefined) {
if (asideStatus === 'hide') {
document.documentElement.classList.add('hide-aside')
} else {
document.documentElement.classList.remove('hide-aside')
}
}
const detectApple = () => {
if(/iPad|iPhone|iPod|Macintosh/.test(navigator.userAgent)){
document.documentElement.classList.add('apple')
}
}
detectApple()
})(window)</script><link rel="stylesheet" href="/css/mycss.css"><script src="/js/sakura.js"></script><script src="/js/snow2.js"></script><meta name="generator" content="Hexo 6.1.0"><link rel="alternate" href="/atom.xml" title="magic-H" type="application/atom+xml">
</head><body><div id="sidebar"><div id="menu-mask"></div><div id="sidebar-menus"><div class="avatar-img is-center"><img src="https://s4.ax1x.com/2022/02/18/HT4dgI.png" onerror="onerror=null;src='/img/friend_404.gif'" alt="avatar"/></div><div class="site-data is-center"><div class="data-item"><a href="/archives/"><div class="headline">文章</div><div class="length-num">21</div></a></div><div class="data-item"><a href="/tags/"><div class="headline">标签</div><div class="length-num">9</div></a></div><div class="data-item"><a href="/categories/"><div class="headline">分类</div><div class="length-num">0</div></a></div></div><hr/><div class="menus_items"><div class="menus_item"><a class="site-page" href="/"><i class="fa-fw fas fa-home"></i><span> 主页</span></a></div><div class="menus_item"><a class="site-page" href="/%E7%9B%B8%E5%86%8C/"><i class="fa-fw fa fa-video"></i><span> 相册</span></a></div><div class="menus_item"><a class="site-page" href="/questions/"><i class="fa-fw fa fa-video"></i><span> 答疑</span></a></div><div class="menus_item"><a class="site-page" href="/artitalk/"><i class="fa-fw fa fa-home"></i><span> 说说</span></a></div><div class="menus_item"><a class="site-page" href="/archives/"><i class="fa-fw fas fa-archive"></i><span> 时间线</span></a></div><div class="menus_item"><a class="site-page" href="/tags/"><i class="fa-fw fas fa-tags"></i><span> 标签</span></a></div></div></div></div><div class="post" id="body-wrap"><header class="post-bg" id="page-header" style="background-image: url('https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182124785.png')"><nav id="nav"><span id="blog_name"><a id="site-name" href="/">magic-H</a></span><div id="menus"><div id="search-button"><a class="site-page social-icon search"><i class="fas fa-search fa-fw"></i><span> 搜索</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> 主页</span></a></div><div class="menus_item"><a class="site-page" href="/%E7%9B%B8%E5%86%8C/"><i class="fa-fw fa fa-video"></i><span> 相册</span></a></div><div class="menus_item"><a class="site-page" href="/questions/"><i class="fa-fw fa fa-video"></i><span> 答疑</span></a></div><div class="menus_item"><a class="site-page" href="/artitalk/"><i class="fa-fw fa fa-home"></i><span> 说说</span></a></div><div class="menus_item"><a class="site-page" href="/archives/"><i class="fa-fw fas fa-archive"></i><span> 时间线</span></a></div><div class="menus_item"><a class="site-page" href="/tags/"><i class="fa-fw fas fa-tags"></i><span> 标签</span></a></div></div><div id="toggle-menu"><a class="site-page"><i class="fas fa-bars fa-fw"></i></a></div></div></nav><div id="post-info"><h1 class="post-title">Kaggle入门（以Titanic项目为例）</h1><div id="post-meta"><div class="meta-firstline"><span class="post-meta-date"><i class="far fa-calendar-alt fa-fw post-meta-icon"></i><span class="post-meta-label">发表于</span><time class="post-meta-date-created" datetime="2022-07-18T00:00:00.000Z" title="发表于 2022-07-18 00:00:00">2022-07-18</time><span class="post-meta-separator">|</span><i class="fas fa-history fa-fw post-meta-icon"></i><span class="post-meta-label">更新于</span><time class="post-meta-date-updated" datetime="2023-06-09T02:57:26.202Z" title="更新于 2023-06-09 02:57:26">2023-06-09</time></span></div><div class="meta-secondline"><span class="post-meta-separator">|</span><span class="post-meta-wordcount"><i class="far fa-file-word fa-fw post-meta-icon"></i><span class="post-meta-label">字数总计:</span><span class="word-count">578</span><span class="post-meta-separator">|</span><i class="far fa-clock fa-fw post-meta-icon"></i><span class="post-meta-label">阅读时长:</span><span>1分钟</span></span></div></div></div></header><main class="layout" id="content-inner"><div id="post"><article class="post-content" id="article-container"><h1 id="一-简介"><a href="#一-简介" class="headerlink" title="一.简介"></a><code>一.简介</code></h1><p> <strong>本篇会以<a target="_blank" rel="noopener" href="https://www.kaggle.com/code/yassineghouzam/titanic-top-4-with-ensemble-modeling">Titanic</a>的模型为例，熟悉Kaggle网站的使用和项目的复现。本篇会分别介绍云端和本地运行项目的方式。</strong></p>
<p> <strong>前提准备：</strong></p>
<ol>
<li><a target="_blank" rel="noopener" href="https://www.aliyundrive.com/s/jz2nM5AK1c4">Python环境</a>（我使用的是3.8.10版本，理论上都可以）</li>
<li><a target="_blank" rel="noopener" href="https://www.aliyundrive.com/s/YRLzfyCTRUf">Pycharm</a>(可有可无)</li>
</ol>
<hr>
<h1 id="二-网页运行"><a href="#二-网页运行" class="headerlink" title="二. 网页运行"></a><code>二. 网页运行</code></h1><ol>
<li><p><strong>注册Kaggle账号（自行注册）</strong></p>
</li>
<li><p><strong>打开<a target="_blank" rel="noopener" href="https://www.kaggle.com/code/yassineghouzam/titanic-top-4-with-ensemble-modeling">Titanic</a>项目</strong></p>
</li>
<li><p><strong>选择Edit</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181853483.png" alt="image-20220718185302259"></p>
</li>
<li><p><strong>可在左上角修改项目的名字</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181856384.png" alt="image-20220718185650138"></p>
</li>
<li><p><strong>选择Run All运行所有代码</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181857430.png" alt="image-20220718185740183"></p>
</li>
<li><p><strong>选择Save Version保存到自己的Notebook</strong></p>
<p><strong>可自定义项目名，保存后项目会自动运行所有代码</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181858596.png" alt="image-20220718185849340"></p>
</li>
<li><p><strong>在侧边栏选择Your Work找到刚刚保存的项目</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181901567.png" alt="image-20220718190131345"></p>
<p><strong>选择Code</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181902213.png" alt="image-20220718190231964"></p>
</li>
<li><p><strong>选择刚刚保存的项目，点击Data，看到Output选择下载就可以保存生成的图片及日志</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181906923.png" alt="image-20220718190639717"></p>
</li>
<li><p><strong>将下载的压缩包解压，打开文件夹</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181908549.png" alt="image-20220718190851434"></p>
<p><strong>生成的图片在_results__files里面</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181909171.png" alt="image-20220718190915053"></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181910676.png" alt="image-20220718191006514"></p>
<p><del><strong>完结撒花</strong></del></p>
<hr>
<h1 id="三-本地运行"><a href="#三-本地运行" class="headerlink" title="三.本地运行"></a><code>三.本地运行</code></h1><ol>
<li><strong>打开<a target="_blank" rel="noopener" href="https://www.kaggle.com/code/yassineghouzam/titanic-top-4-with-ensemble-modeling">Titanic</a>项目，选择Edit</strong></li>
</ol>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181912732.png" alt="image-20220718191240501"></p>
<ol start="2">
<li><p><strong>下载代码和数据集</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181915657.png" alt="image-20220718191518466"></p>
<p><strong>下载全部数据集</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181916056.png" alt="image-20220718191609823"></p>
</li>
<li><p><strong>创建文件夹，放置代码和数据集</strong></p>
<p><strong>因为在源代码中，数据集的路径为“../input/train.csv”</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181917446.png" alt="image-20220718191713218"></p>
<p><strong>由此我创建以下结构的文件夹，将数据集都放在input里面，将源代码放入py里面</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181919470.png" alt="image-20220718191915357"></p>
</li>
<li><p><strong>准备环境，下载Jupyter和Python需要的模块(请确保已经有Python环境)</strong></p>
<p><strong>按Win+R，输入cmd然后回车，打开cmd</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181921235.png" alt="image-20220718192144988"></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181922738.png" alt="image-20220718192212509"></p>
<p><strong>输入以下命令</strong></p>
<figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">pip install jupyterlab</span><br></pre></td></tr></table></figure>
<figure class="highlight bash"><table><tr><td class="gutter"><pre><span class="line">1</span><br></pre></td><td class="code"><pre><span class="line">pip install jupyter notebook</span><br></pre></td></tr></table></figure>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181924286.png" alt="image-20220718192402166"></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181924678.png" alt="image-20220718192421566"></p>
<p><strong>两次安装都能看见Successful即为安装成功</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181925588.png" alt="image-20220718192522454"></p>
<p><strong>将项目的文件夹拖入Pycharm打开</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181926870.png" alt="image-20220718192629254"></p>
<p><strong>红色波浪线的模块为未安装的模块，可以直接选择安装</strong></p>
<p><strong>也可以在cmd中使用pip install + 模块名的方式安装</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181931721.png" alt="image-20220718193102442"></p>
</li>
<li><p><strong>两种运行方式</strong></p>
<ul>
<li><ol>
<li><p><strong>使用Pycharm运行</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181954511.png" alt="image-20220718195425288"></p>
</li>
</ol>
</li>
<li><p><strong>使用Jupyter运行</strong></p>
<p><strong>打开cmd输入jupyter notebook</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181959586.png" alt="image-20220718195920455"></p>
<p><strong>这时会自动跳转网页</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182000942.png" alt="image-20220718200000751"></p>
<p><strong>找到代码文件，双击打开</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182000795.png" alt="image-20220718200047572"></p>
<p><strong>运行代码</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182001193.png" alt="image-20220718200111973"></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182001277.png" alt="image-20220718200129063"></p>
</li>
</ul>
</li>
<li><p><strong>下载生成文件</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182014599.png" alt="image-20220718201428267"></p>
<p><strong>使用Pycharm的同学可以在右上角选择在网页中打开，使用相同方法下载</strong></p>
<p><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182017792.png" alt="image-20220718201716475"></p>
</li>
</ol>
</li>
</ol>
<hr>
<h1 id="温馨提示"><a href="#温馨提示" class="headerlink" title="温馨提示"></a>温馨提示</h1><ol>
<li>如果无法运行，请着重的检查Python环境的问题</li>
<li>如果过程中遇到网络连接的问题，但访问其它的网站没问题的话，可以考虑科学上网</li>
<li>待补充</li>
</ol>
<p><strong>完结撒花~~</strong></p>
</article><div class="post-copyright"><div class="post-copyright__author"><span class="post-copyright-meta">文章作者: </span><span class="post-copyright-info"><a href="mailto:undefined">magic-H</a></span></div><div class="post-copyright__type"><span class="post-copyright-meta">文章链接: </span><span class="post-copyright-info"><a href="https://magic-h.top/14643.html">https://magic-h.top/14643.html</a></span></div><div class="post-copyright__notice"><span class="post-copyright-meta">版权声明: </span><span class="post-copyright-info">本博客所有文章除特别声明外，均采用 <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/" target="_blank">CC BY-NC-SA 4.0</a> 许可协议。转载请注明来自 <a href="https://magic-H.top" target="_blank">magic-H</a>！</span></div></div><div class="tag_share"><div class="post-meta__tag-list"><a class="post-meta__tags" href="/tags/Kaggle/">Kaggle</a></div><div class="post_share"><div class="social-share" data-image="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182022290.png" data-sites="facebook,twitter,wechat,weibo,qq"></div><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/social-share.js/dist/css/share.min.css" media="print" onload="this.media='all'"><script src="https://cdn.jsdelivr.net/npm/social-share.js/dist/js/social-share.min.js" defer></script></div></div><nav class="pagination-post" id="pagination"><div class="prev-post pull-left"><a href="/52461.html"><img class="prev-cover" src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207191420275.png" onerror="onerror=null;src='/img/404.jpg'" alt="cover of previous post"><div class="pagination-info"><div class="label">上一篇</div><div class="prev_info">Java环境配置及入门</div></div></a></div><div class="next-post pull-right"><a href="/41940.html"><img class="next-cover" src="https://s4.ax1x.com/2022/02/24/bkZVAA.png" onerror="onerror=null;src='/img/404.jpg'" alt="cover of next post"><div class="pagination-info"><div class="label">下一篇</div><div class="next_info">Code-server及开发语言的环境配置</div></div></a></div></nav><hr/><div id="post-comment"><div class="comment-head"><div class="comment-headline"><i class="fas fa-comments fa-fw"></i><span> 评论</span></div></div><div class="comment-wrap"><div><div id="waline-wrap"></div></div></div></div></div><div class="aside-content" id="aside-content"><div class="card-widget card-info"><div class="is-center"><div class="avatar-img"><img src="https://s4.ax1x.com/2022/02/18/HT4dgI.png" onerror="this.onerror=null;this.src='/img/friend_404.gif'" alt="avatar"/></div><div class="author-info__name">magic-H</div><div class="author-info__description"></div></div><div class="card-info-data is-center"><div class="card-info-data-item"><a href="/archives/"><div class="headline">文章</div><div class="length-num">21</div></a></div><div class="card-info-data-item"><a href="/tags/"><div class="headline">标签</div><div class="length-num">9</div></a></div><div class="card-info-data-item"><a href="/categories/"><div class="headline">分类</div><div class="length-num">0</div></a></div></div><a id="card-info-btn" target="_blank" rel="noopener" href="https://github.com/magic-H728"><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/magic-H728" 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></div></div><div class="card-widget card-announcement"><div class="item-headline"><i class="fas fa-bullhorn fa-shake"></i><span>公告</span></div><div class="announcement_content">This is my Blog</div></div><div class="card-widget"><div class="item-headline"><i></i><span></span></div><div class="item-content"></div></div><div class="sticky_layout"><div class="card-widget" id="card-toc"><div class="item-headline"><i class="fas fa-stream"></i><span>目录</span><span class="toc-percentage"></span></div><div class="toc-content"><ol class="toc"><li class="toc-item toc-level-1"><a class="toc-link" href="#%E4%B8%80-%E7%AE%80%E4%BB%8B"><span class="toc-text">一.简介</span></a></li><li class="toc-item toc-level-1"><a class="toc-link" href="#%E4%BA%8C-%E7%BD%91%E9%A1%B5%E8%BF%90%E8%A1%8C"><span class="toc-text">二. 网页运行</span></a></li><li class="toc-item toc-level-1"><a class="toc-link" href="#%E4%B8%89-%E6%9C%AC%E5%9C%B0%E8%BF%90%E8%A1%8C"><span class="toc-text">三.本地运行</span></a></li><li class="toc-item toc-level-1"><a class="toc-link" href="#%E6%B8%A9%E9%A6%A8%E6%8F%90%E7%A4%BA"><span class="toc-text">温馨提示</span></a></li></ol></div></div><div class="card-widget card-recent-post"><div class="item-headline"><i class="fas fa-history"></i><span>最新文章</span></div><div class="aside-list"><div class="aside-list-item"><a class="thumbnail" href="/25737.html" title="数据结构OJ"><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202301131413619.png" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="数据结构OJ"/></a><div class="content"><a class="title" href="/25737.html" title="数据结构OJ">数据结构OJ</a><time datetime="2023-01-13T00:00:00.000Z" title="发表于 2023-01-13 00:00:00">2023-01-13</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/48665.html" title="Notion知识体系管理工具"><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207311705467.jpg" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="Notion知识体系管理工具"/></a><div class="content"><a class="title" href="/48665.html" title="Notion知识体系管理工具">Notion知识体系管理工具</a><time datetime="2022-07-31T00:00:00.000Z" title="发表于 2022-07-31 00:00:00">2022-07-31</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/2567.html" title="Java刷题笔记（三）"><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207291555693.jpg" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="Java刷题笔记（三）"/></a><div class="content"><a class="title" href="/2567.html" title="Java刷题笔记（三）">Java刷题笔记（三）</a><time datetime="2022-07-30T00:00:00.000Z" title="发表于 2022-07-30 00:00:00">2022-07-30</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/62779.html" title="Java刷题笔记（二）"><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207291555693.jpg" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="Java刷题笔记（二）"/></a><div class="content"><a class="title" href="/62779.html" title="Java刷题笔记（二）">Java刷题笔记（二）</a><time datetime="2022-07-29T00:00:00.000Z" title="发表于 2022-07-29 00:00:00">2022-07-29</time></div></div><div class="aside-list-item"><a class="thumbnail" href="/64644.html" title="线性表（下）"><img src="https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207261740136.jpg" onerror="this.onerror=null;this.src='/img/404.jpg'" alt="线性表（下）"/></a><div class="content"><a class="title" href="/64644.html" title="线性表（下）">线性表（下）</a><time datetime="2022-07-28T00:00:00.000Z" title="发表于 2022-07-28 00:00:00">2022-07-28</time></div></div></div></div></div></div></main><footer id="footer" style="background-image: url('https://testingcf.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207182124785.png')"><div id="footer-wrap"><div class="copyright">©2022 - 2023 By magic-H</div><div class="framework-info"><span>框架 </span><a target="_blank" rel="noopener" href="https://hexo.io">Hexo</a><span class="footer-separator">|</span><span>主题 </span><a target="_blank" rel="noopener" href="https://github.com/jerryc127/hexo-theme-butterfly">Butterfly</a></div><img src="https://gcore.jsdelivr.net/gh/magic-H728/Store@master/blog-img/202207181316087.png">
<a href="http://www.beian.miit.gov.cn/" style="color:#f72b07" target="_blank">粤ICP备2022027428号</a><div class="footer_custom_text">Hi, welcome to my <a href="magic-h.top">blog</a>!</div></div></footer></div><div id="rightside"><div id="rightside-config-hide"><button id="readmode" type="button" title="阅读模式"><i class="fas fa-book-open"></i></button><button id="darkmode" type="button" title="浅色和深色模式转换"><i class="fas fa-adjust"></i></button><button id="hide-aside-btn" type="button" title="单栏和双栏切换"><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 class="close" id="mobile-toc-button" type="button" title="目录"><i class="fas fa-list-ul"></i></button><a id="to_comment" href="#post-comment" title="直达评论"><i class="fas fa-comments"></i></a><button id="go-up" type="button" title="回到顶部"><i class="fas fa-arrow-up"></i></button></div></div><div id="local-search"><div class="search-dialog"><nav class="search-nav"><span class="search-dialog-title">本地搜索</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> 数据库加载中</span></div><div class="search-wrap"><div id="local-search-input"><div class="local-search-box"><input class="local-search-box--input" placeholder="搜索文章" type="text"/></div></div><hr/><div id="local-search-results"></div></div></div><div id="search-mask"></div></div><div><script src="/js/utils.js"></script><script src="/js/main.js"></script><script src="https://cdn.jsdelivr.net/npm/medium-zoom/dist/medium-zoom.min.js"></script><script src="https://cdn.jsdelivr.net/npm/instant.page/instantpage.min.js" type="module"></script><script src="https://cdn.jsdelivr.net/npm/node-snackbar/dist/snackbar.min.js"></script><script>function panguFn () {
if (typeof pangu === 'object') pangu.autoSpacingPage()
else {
getScript('https://cdn.jsdelivr.net/npm/pangu/dist/browser/pangu.min.js')
.then(() => {
pangu.autoSpacingPage()
})
}
}
function panguInit () {
if (false){
GLOBAL_CONFIG_SITE.isPost && panguFn()
} else {
panguFn()
}
}
document.addEventListener('DOMContentLoaded', panguInit)</script><script src="/js/search/local-search.js"></script><div class="js-pjax"><script>(() => {
const $mermaidWrap = document.querySelectorAll('#article-container .mermaid-wrap')
if ($mermaidWrap.length) {
window.runMermaid = () => {
window.loadMermaid = true
const theme = document.documentElement.getAttribute('data-theme') === 'dark' ? 'dark' : 'default'
Array.from($mermaidWrap).forEach((item, index) => {
const mermaidSrc = item.firstElementChild
const mermaidThemeConfig = '%%{init:{ \'theme\':\'' + theme + '\'}}%%\n'
const mermaidID = 'mermaid-' + index
const mermaidDefinition = mermaidThemeConfig + mermaidSrc.textContent
mermaid.mermaidAPI.render(mermaidID, mermaidDefinition, (svgCode) => {
mermaidSrc.insertAdjacentHTML('afterend', svgCode)
})
})
}
const loadMermaid = () => {
window.loadMermaid ? runMermaid() : getScript('https://cdn.jsdelivr.net/npm/mermaid/dist/mermaid.min.js').then(runMermaid)
}
window.pjax ? loadMermaid() : document.addEventListener('DOMContentLoaded', loadMermaid)
}
})()</script><script>function loadWaline () {
function initWaline () {
const waline = new Waline(Object.assign({
el: '#waline-wrap',
serverURL: 'https://magic-h-mr0qem8oh-magic-h728.vercel.app/',
path: location.pathname,
visitor: false,
dark: 'html[data-theme="dark"]'
}, null))
}
if (typeof Waline === 'function') initWaline()
else getScript('https://cdn.jsdelivr.net/npm/@waline/client/dist/Waline.min.js').then(initWaline)
}
if ('Waline' === 'Waline' || !false) {
if (false) btf.loadComment(document.getElementById('waline-wrap'),loadWaline)
else setTimeout(loadWaline, 0)
} else {
function loadOtherComment () {
loadWaline()
}
}</script></div><canvas class="fireworks" mobile="false"></canvas><script src="https://cdn.jsdelivr.net/npm/butterfly-extsrc@1/dist/fireworks.min.js"></script><script defer="defer" id="fluttering_ribbon" mobile="true" src="https://cdn.jsdelivr.net/npm/butterfly-extsrc@1/dist/canvas-fluttering-ribbon.min.js"></script><script id="canvas_nest" defer="defer" color="200,100,255" opacity="0.7" zIndex="-1" count="118" mobile="true" src="https://cdn.jsdelivr.net/npm/butterfly-extsrc@1/dist/canvas-nest.min.js"></script><script src="https://cdn.jsdelivr.net/npm/butterfly-extsrc@1/dist/activate-power-mode.min.js"></script><script>POWERMODE.colorful = true;
POWERMODE.shake = false;
POWERMODE.mobile = false;
document.body.addEventListener('input', POWERMODE);
</script><script src="https://cdn.jsdelivr.net/npm/pjax/pjax.min.js"></script><script>let pjaxSelectors = ["title","#config-diff","#body-wrap","#rightside-config-hide","#rightside-config-show",".js-pjax"]
var pjax = new Pjax({
elements: 'a:not([target="_blank"]):not([href="/music/"]):not([href="/no-pjax/"])',
selectors: pjaxSelectors,
cacheBust: false,
analytics: false,
scrollRestoration: false
})
document.addEventListener('pjax:send', function () {
// removeEventListener scroll
window.tocScrollFn && window.removeEventListener('scroll', window.tocScrollFn)
window.scrollCollect && window.removeEventListener('scroll', scrollCollect)
typeof preloader === 'object' && preloader.initLoading()
document.getElementById('rightside').style.cssText = "opacity: ''; transform: ''"
if (window.aplayers) {
for (let i = 0; i < window.aplayers.length; i++) {
if (!window.aplayers[i].options.fixed) {
window.aplayers[i].destroy()
}
}
}
typeof typed === 'object' && typed.destroy()
//reset readmode
const $bodyClassList = document.body.classList
$bodyClassList.contains('read-mode') && $bodyClassList.remove('read-mode')
})
document.addEventListener('pjax:complete', function () {
window.refreshFn()
document.querySelectorAll('script[data-pjax]').forEach(item => {
const newScript = document.createElement('script')
const content = item.text || item.textContent || item.innerHTML || ""
Array.from(item.attributes).forEach(attr => newScript.setAttribute(attr.name, attr.value))
newScript.appendChild(document.createTextNode(content))
item.parentNode.replaceChild(newScript, item)
})
GLOBAL_CONFIG.islazyload && window.lazyLoadInstance.update()
typeof chatBtnFn === 'function' && chatBtnFn()
typeof panguInit === 'function' && panguInit()
// google analytics
typeof gtag === 'function' && gtag('config', '', {'page_path': window.location.pathname});
// baidu analytics
typeof _hmt === 'object' && _hmt.push(['_trackPageview',window.location.pathname]);
typeof loadMeting === 'function' && document.getElementsByClassName('aplayer').length && loadMeting()
// prismjs
typeof Prism === 'object' && Prism.highlightAll()
typeof preloader === 'object' && preloader.endLoading()
})
document.addEventListener('pjax:error', (e) => {
if (e.request.status === 404) {
pjax.loadUrl('/404.html')
}
})</script></div></body></html>