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20:24:49",[44],{"currentItem":105,"processedData":125},{"img":106,"keywords":107,"treeType":44,"description":108,"showStatus":44,"updateTime":109,"type":110,"title":111,"content":112,"nextArticle":113,"createTime":109,"sortOrder":117,"canonicalPath":118,"id":119,"contentType":120,"prevArticle":121},"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_fm.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=ohlNkUGE5g2Jktdxhu7Hb45Vi8A%3D","InfiniTensor,冬季训练营,Python入门,编程基础,数据结构","讲解 Python 入门核心知识，覆盖语法基础、数据结构与工程实践起步方法。","2026-10-22 20:38:11",2,"InfiniTensor冬季训练营编程基础课第五课《Python入门》","![](https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw1.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=y3ont%2FVp5xovNoRneI8toAN4OLo%3D)\r\n\r\n\r\n1月9日，2025冬季InfiniTensor大模型与人工智能系统训练营编程基础课第五课开讲，课程主题为《Python入门》。\r\n\r\n本课程讲解了一些Python基础知识与基本语法，如变量、数据结构、输入输出、函数等相关内容，与C++实践课有部分重复，但重点在于Python的独特性。\r\n\r\n### 命令行基础\r\n\r\n**1. 命令行界面**：解释命令行与图形用户界面（GUI）的区别。\r\n\r\n**2. 基本命令操作**：\r\n- `ls`：列出当前目录文件。\r\n- `cd`：切换文件夹。\r\n- `mkdir`：make directory，创建文件夹。\r\n\r\n### 代码编辑器与文件操作\r\n- 编辑器：Vim、VS Code等编辑器，重点演示VS Code的使用。\r\n- 创建Python文件：以.py为后缀，如`main.py`。\r\n- 编写并运行Python程序，打印`Hello, World`。\r\n- 对比Python与C++在编写和执行上的差异：C\u002FC++ 需要编译过程，属于编译型语言。Python属于解释型语言。\r\n\r\n### 变量与数据类型\r\n**1. 变量**：无需声明类型，直接赋值，如\r\n`x = 0`。\r\n- 动态类型：变量的类型在运行时确定，且同一个变量名可以重新绑定到不同类型的值上。\r\n\r\n**2. 数据结构**\r\n- 列表（List）：动态数组，使用方括号`[]`，支持`append()`等方法。\r\n- 字典（Dict）：使用花括号{}，通过key访问value，如`{'Mike': 21}`。\r\n\r\n![](https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw2.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=3ptCgXmbby4t2AqXFB9h2etTrC8%3D)\r\n\r\n- 元组（Tuple）：不可变序列，使用圆括号`()`。不可变特性有助于代码健壮性，防止意外修改。\r\n\r\n### 输入输出与控制流\r\n**1. 输入**：使用`input()`\r\n**2. 输出**：使用`print`函数进行输出\r\n**3. `True` 和 `False`**（首字母大写，区别于 C++ 的小写）。\r\n**4. 控制流语法**：\r\n- 条件语句：`if` `else`，基于缩进而非大括号。\r\n- 循环语句：`while`，`for`及`range`。\r\n**5. 字符串操作：**\r\n- `strip()`：去除字符串两边的空白字符。\r\n\r\n### 类与对象\r\n**1. 类**：使用`class`关键字\r\n**2. 继承**：在类名后的括号中指定父类（如 `class Cat(Animal):`）\r\n**3. 魔法方法**：`__str__`，定义对象的字符串表示，当打印对象时自动调用。\r\n\r\n![](https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw3.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=GkR6RdbXY7FD4g71Q2Mf4MLWer4%3D)\r\n\r\n**4. `pass`**:在空代码块（如空的类或函数）中使用，否则会报错\r\n**5. 注释**\r\n使用`#`进行单行注释，解释器会忽略其后的内容。\r\n\r\n\r\n### 总结与展望\r\n本次课程讲解了一些Python基础知识与基本语法，如变量、数据结构、输入输出、函数等相关内容，为编程打下坚实基础。后续将有更多其他课程！\r\n\r\n\r\n![](https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_01_zw6.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=nRtncQE8d9WeqAJkebtpCuy2cYI%3D)\r\n\r\n### 💡 学习贴士\r\n更多细节及完整课程内容，请观看直播或查看课程回放。\r\n\r\n链接：https:\u002F\u002Fwww.infinitensor.com\u002Fcamp\u002Fwinter2025\r\n\r\n\r\n### 📚 训练营报名持续进行中\r\n扫码报名与加入群聊，或点击 **「阅读原文」** 直达官网报名\r\n![](https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_01_zw7.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=cXo0Vj%2B8TkiETVdZDjCIcCGN6sw%3D)",{"publishTime":7,"createTime":109,"canonicalPath":114,"id":115,"title":116},"\u002Fstudy-material\u002Fstudy-4","study-4","InfiniTensor冬季训练营编程基础课第四课《C++实践4》",104,"\u002Fstudy-material\u002Fstudy-5","study-5","markdown",{"publishTime":7,"createTime":109,"canonicalPath":122,"id":123,"title":124},"\u002Fstudy-material\u002Fstudy-6","study-6","InfiniTensor冬季训练营编程基础课第六课《PyTorch入门》",{"htmlContent":126,"headings":127},"\u003Cp>\u003Cimg src=\"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw1.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=y3ont%2FVp5xovNoRneI8toAN4OLo%3D\" alt=\"\">\u003C\u002Fp>\n\u003Cp>1月9日，2025冬季InfiniTensor大模型与人工智能系统训练营编程基础课第五课开讲，课程主题为《Python入门》。\u003C\u002Fp>\n\u003Cp>本课程讲解了一些Python基础知识与基本语法，如变量、数据结构、输入输出、函数等相关内容，与C++实践课有部分重复，但重点在于Python的独特性。\u003C\u002Fp>\n\u003Ch3 id=\"命令行基础\">\u003Ca class=\"anchor\" href=\"#命令行基础\" aria-label=\"跳转到标题：命令行基础\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>命令行基础\u003C\u002Fh3>\u003Cp>\u003Cstrong>1. 命令行界面\u003C\u002Fstrong>：解释命令行与图形用户界面（GUI）的区别。\u003C\u002Fp>\n\u003Cp>\u003Cstrong>2. 基本命令操作\u003C\u002Fstrong>：\u003C\u002Fp>\n\u003Cul>\n\u003Cli>\u003Ccode>ls\u003C\u002Fcode>：列出当前目录文件。\u003C\u002Fli>\n\u003Cli>\u003Ccode>cd\u003C\u002Fcode>：切换文件夹。\u003C\u002Fli>\n\u003Cli>\u003Ccode>mkdir\u003C\u002Fcode>：make directory，创建文件夹。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch3 id=\"代码编辑器与文件操作\">\u003Ca class=\"anchor\" href=\"#代码编辑器与文件操作\" aria-label=\"跳转到标题：代码编辑器与文件操作\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>代码编辑器与文件操作\u003C\u002Fh3>\u003Cul>\n\u003Cli>编辑器：Vim、VS Code等编辑器，重点演示VS Code的使用。\u003C\u002Fli>\n\u003Cli>创建Python文件：以.py为后缀，如\u003Ccode>main.py\u003C\u002Fcode>。\u003C\u002Fli>\n\u003Cli>编写并运行Python程序，打印\u003Ccode>Hello, World\u003C\u002Fcode>。\u003C\u002Fli>\n\u003Cli>对比Python与C++在编写和执行上的差异：C\u002FC++ 需要编译过程，属于编译型语言。Python属于解释型语言。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch3 id=\"变量与数据类型\">\u003Ca class=\"anchor\" href=\"#变量与数据类型\" aria-label=\"跳转到标题：变量与数据类型\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>变量与数据类型\u003C\u002Fh3>\u003Cp>\u003Cstrong>1. 变量\u003C\u002Fstrong>：无需声明类型，直接赋值，如\u003Cbr>\u003Ccode>x = 0\u003C\u002Fcode>。\u003C\u002Fp>\n\u003Cul>\n\u003Cli>动态类型：变量的类型在运行时确定，且同一个变量名可以重新绑定到不同类型的值上。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>\u003Cstrong>2. 数据结构\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Cul>\n\u003Cli>列表（List）：动态数组，使用方括号\u003Ccode>[]\u003C\u002Fcode>，支持\u003Ccode>append()\u003C\u002Fcode>等方法。\u003C\u002Fli>\n\u003Cli>字典（Dict）：使用花括号{}，通过key访问value，如\u003Ccode>{'Mike': 21}\u003C\u002Fcode>。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>\u003Cimg src=\"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw2.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=3ptCgXmbby4t2AqXFB9h2etTrC8%3D\" alt=\"\">\u003C\u002Fp>\n\u003Cul>\n\u003Cli>元组（Tuple）：不可变序列，使用圆括号\u003Ccode>()\u003C\u002Fcode>。不可变特性有助于代码健壮性，防止意外修改。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch3 id=\"输入输出与控制流\">\u003Ca class=\"anchor\" href=\"#输入输出与控制流\" aria-label=\"跳转到标题：输入输出与控制流\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>输入输出与控制流\u003C\u002Fh3>\u003Cp>\u003Cstrong>1. 输入\u003C\u002Fstrong>：使用\u003Ccode>input()\u003C\u002Fcode>\u003Cbr>\u003Cstrong>2. 输出\u003C\u002Fstrong>：使用\u003Ccode>print\u003C\u002Fcode>函数进行输出\u003Cbr>\u003Cstrong>3. \u003Ccode>True\u003C\u002Fcode> 和 \u003Ccode>False\u003C\u002Fcode>\u003C\u002Fstrong>（首字母大写，区别于 C++ 的小写）。\u003Cbr>\u003Cstrong>4. 控制流语法\u003C\u002Fstrong>：\u003C\u002Fp>\n\u003Cul>\n\u003Cli>条件语句：\u003Ccode>if\u003C\u002Fcode> \u003Ccode>else\u003C\u002Fcode>，基于缩进而非大括号。\u003C\u002Fli>\n\u003Cli>循环语句：\u003Ccode>while\u003C\u002Fcode>，\u003Ccode>for\u003C\u002Fcode>及\u003Ccode>range\u003C\u002Fcode>。\u003Cbr>\u003Cstrong>5. 字符串操作：\u003C\u002Fstrong>\u003C\u002Fli>\n\u003Cli>\u003Ccode>strip()\u003C\u002Fcode>：去除字符串两边的空白字符。\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch3 id=\"类与对象\">\u003Ca class=\"anchor\" href=\"#类与对象\" aria-label=\"跳转到标题：类与对象\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>类与对象\u003C\u002Fh3>\u003Cp>\u003Cstrong>1. 类\u003C\u002Fstrong>：使用\u003Ccode>class\u003C\u002Fcode>关键字\u003Cbr>\u003Cstrong>2. 继承\u003C\u002Fstrong>：在类名后的括号中指定父类（如 \u003Ccode>class Cat(Animal):\u003C\u002Fcode>）\u003Cbr>\u003Cstrong>3. 魔法方法\u003C\u002Fstrong>：\u003Ccode>__str__\u003C\u002Fcode>，定义对象的字符串表示，当打印对象时自动调用。\u003C\u002Fp>\n\u003Cp>\u003Cimg src=\"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_05_zw3.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=GkR6RdbXY7FD4g71Q2Mf4MLWer4%3D\" alt=\"\">\u003C\u002Fp>\n\u003Cp>\u003Cstrong>4. \u003Ccode>pass\u003C\u002Fcode>\u003C\u002Fstrong>:在空代码块（如空的类或函数）中使用，否则会报错\u003Cbr>\u003Cstrong>5. 注释\u003C\u002Fstrong>\u003Cbr>使用\u003Ccode>#\u003C\u002Fcode>进行单行注释，解释器会忽略其后的内容。\u003C\u002Fp>\n\u003Ch3 id=\"总结与展望\">\u003Ca class=\"anchor\" href=\"#总结与展望\" aria-label=\"跳转到标题：总结与展望\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>总结与展望\u003C\u002Fh3>\u003Cp>本次课程讲解了一些Python基础知识与基本语法，如变量、数据结构、输入输出、函数等相关内容，为编程打下坚实基础。后续将有更多其他课程！\u003C\u002Fp>\n\u003Cp>\u003Cimg src=\"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_01_zw6.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=nRtncQE8d9WeqAJkebtpCuy2cYI%3D\" alt=\"\">\u003C\u002Fp>\n\u003Ch3 id=\"学习贴士\">\u003Ca class=\"anchor\" href=\"#学习贴士\" aria-label=\"跳转到标题：💡 学习贴士\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>💡 学习贴士\u003C\u002Fh3>\u003Cp>更多细节及完整课程内容，请观看直播或查看课程回放。\u003C\u002Fp>\n\u003Cp>链接：\u003Ca href=\"https:\u002F\u002Fwww.infinitensor.com\u002Fcamp\u002Fwinter2025\">https:\u002F\u002Fwww.infinitensor.com\u002Fcamp\u002Fwinter2025\u003C\u002Fa>\u003C\u002Fp>\n\u003Ch3 id=\"训练营报名持续进行中\">\u003Ca class=\"anchor\" href=\"#训练营报名持续进行中\" aria-label=\"跳转到标题：📚 训练营报名持续进行中\">\u003Cspan class=\"octicon octicon-link\">\u003C\u002Fspan>\u003C\u002Fa>📚 训练营报名持续进行中\u003C\u002Fh3>\u003Cp>扫码报名与加入群聊，或点击 \u003Cstrong>「阅读原文」\u003C\u002Fstrong> 直达官网报名\u003Cbr>\u003Cimg src=\"https:\u002F\u002Foss.infinitensor.com\u002Fprod\u002Fimages\u002FKnowledge_Base\u002FKB_01_zw7.jpg?Expires=1792752820&OSSAccessKeyId=LTAI5t9R6uzvTa69CT92cFvV&Signature=cXo0Vj%2B8TkiETVdZDjCIcCGN6sw%3D\" alt=\"\">\u003C\u002Fp>\n",[128,130,132,134,136,138,140,143],{"id":129,"text":129,"level":9},"命令行基础",{"id":131,"text":131,"level":9},"代码编辑器与文件操作",{"id":133,"text":133,"level":9},"变量与数据类型",{"id":135,"text":135,"level":9},"输入输出与控制流",{"id":137,"text":137,"level":9},"类与对象",{"id":139,"text":139,"level":9},"总结与展望",{"id":141,"text":142,"level":9},"学习贴士","💡 学习贴士",{"id":144,"text":145,"level":9},"训练营报名持续进行中","📚 训练营报名持续进行中"]