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来自麻省理工的正则化最小二乘法讲义

于 2020-12-06 发布
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来自麻省理工的正则化最小二乘法讲义,讲得精炼而且较为易懂!

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│  │  │  │      │  │  │  └─Panels    │  │  │          FindControlByName.vi    │  │  │          子界面组件.vit    │  │  │          方波.vi    │  │  │          正弦波.vi    │  │  │          随机数.vi    │  │  │              │  │  └─多面板程序    │  │          基于按钮的多面板程序.vi    │  │          基于菜单的多面板程序.rtm    │  │          基于菜单的多面板程序.vi    │  │          方波.vi    │  │          正弦波.vi    │  │          随机数.vi    │  │              │  ├─13.5界面美化    │  │      分隔栏使用示例.vi    │  │      分隔栏显示与隐藏.vi    │  │      参数设置.vi    │  │      图片滚动条.vi    │  │      属性节点使用举例.vi    │  │      调用对话框.vi    │  │      调用节点使用举例.vi    │  │      进度条使用.vi    │  │          │  └─13.6综合实例    │          用属性节点和Tab控件控制界面显示.vi    │              ├─第14章项目管理与报表生成    │      Excel报表模板.xlt    │      Excel报表生成.vi    │      使用报表工具生成报表.vi    │      报表生成子VI.vi    │      报表生成综合实例.vi    │      简易报表生成.vi    │          ├─第15章应用程序发布    │  └─Hex2Dec    │      │  Hex2Dec.aliases    │      │  Hex2Dec.lvlps    │      │  Hex2Dec.lvproj    │      │  Hex2Dec.vi    │      │  Hex2DecDLL.vi    │      │      │      └─子VI    ├─第16章技巧与解惑    │      利用属性节点控制波形显示区域.vi    │      前面板对象保护.vi    │      子VI直接调用.vi    │      文件自动保存与编号.vi    │      文本文件连续写入.vi    │      用XY图绘制非等间隔采样图.vi    │      路径拆分与创建.vi    │          ├─第2章开始LabVIEW之旅    │      子VI调用.vi    │      综合实例-虚拟信号源.vi    │      虚拟信号源.vi    │          ├─第3章了解LabVIEW中的数据类型    │  ├─3.3数据类型之间的转换    │  │      数值至布尔数组转换.vi    │  │      数值至时间转换.vi    │  │      数字字符串操作.vi    │  │      路径字符串操作.vi    │  │          │  ├─3.4数据运算与操作    │  │      波形数据操作.vi    │  │          │  └─3.5综合实例    │          温度报警装置.vi    │              ├─第4章数据表达与显示    │  ├─4.1基本数据表达与显示    │  │      枚举型控件使用举例.vi    │  │      液罐使用.vi    │  │      液罐使用(状态显示).vi    │  │      滑动杆使用.vi    │  │      进度条使用.vi    │  │          │  ├─4.2二维图形    │  │      一维数组数据显示.vi    │  │      不同长度曲线绘制.vi    │  │      二维数据显示.vi    │  │      分格显示曲线.vi    │  │      多曲线数据显示.vi    │  │      李萨如图形.vi    │  │      标量数据显示.vi    │  │      波形数据显示.vi    │  │      用强度图表和强度图显示二维数组.vi    │  │          │  ├─4.3三维图形    │  │      三维参数图.vi    │  │      三维曲线图形.vi    │  │      曲面与三维曲面图.vi    │  │          │  ├─4.4其它图形控件    │  │      极坐标图.vi    │  │      用最小-最大控件显示XY图.vi    │  │          │  └─4.5综合实例    │          同心圆.vi    │              ├─第5章程序结构    │  ├─5.1基本程序结构    │  │      While循环基本应用.vi    │  │      利用While循环实现前100自然数求和.vi    │  │      层叠式顺序结构.vi    │  │      平铺式顺序结构.vi    │  │      用For循环产生固定数据点数的正弦波.vi    │  │      自动索引功能.vi    │  │          │  ├─5.2特殊程序结构    │  │      定时循环应用举例.vi    │  │      条件结构基本应用.vi    │  │      计数器.vi    │  │          │  ├─5.3变量    │  │      VI-1.vi    │  │      VI-2.vi    │  │      全局变量.vi    │  │      用局部变量传递值.vi    │  │          │  └─5.4综合实例    │          等差序列求和.vi    │              ├─第6章外部程序接口与扩展    │  ├─6.2API调用    │  │      WindowsAPI调用.vi    │  │          │  ├─6.3可执行程序调用    │  │      Open Calculator.vi    │  │          │  ├─6.4ActiveX调用    │  │      Media Player ActiveX.vi    │  │      PPT ActiveX.vi    │  │      日历.vi    │  │      日历单击事件回调VI.vi    │  │          │  ├─6.5LabVIEW与MATLAB混合编程    │  │      MATLAB Script.vi    │  │          │  └─6.6综合实例    │      │  DSO25216.vi    │      │      │      ├─25216a.dll    │      │  │  25216.BIT    │      │  │  Clock.ico    │      │  │  DSO25216.VBP    │      │  │  DSO25216.VBW    │      │  │  Form1.frm    │      │  │  Form1.frx    │      │  │  frmMain.frm    │      │  │  frmMain.frx    │      │  │  GO.GIF    │      │  │  Module1.bas    │      │  │  MSSCCPRJ.SCC    │      │  │  OUT25.DLL    │      │  │  OUT25DLL.DOC    │      │  │      │      │  └─forVC.dll    │      └─子VI    │              Display.vi    │              Fout.vi    │              FreqChng.vi    │              logdisplay.vi    │              Vout.vi    │                  ├─第7章数学分析    │  ├─7.1基本数学分析    │  │      多项式n阶导数.vi    │  │      多项式求和.vi    │  │      微分.vi    │  │      指数函数.vi    │  │      正弦与反正弦.vi    │  │      求实数矩阵的秩.vi    │  │      矩阵的LU分解.vi    │  │      积分.vi    │  │      线性方程组求解.vi    │  │          │  ├─7.2数理统计与最优化问题    │  │      最优化.vi    │  │      概率统计.vi    │  │      正态分布曲线.vi    │  │      求一元函数在给定区间上的最小值.vi    │  │          │  ├─7.3曲线拟合与插值    │  │      一维插值.vi    │  │      最小二乘拟合求回归系数.vi    │  │          │  ├─7.4其它操作    │  │      三维坐标平移.vi    │  │      公式编辑器.vi    │  │      常微分方程求解.vi    │  │          │  └─7.5综合实例    │          水箱问题.vi    │              ├─第8章信号处理    │  ├─8.1信号发生器    │  │      Chirp信号.vi    │  │      公式节点.vi    │  │      基本函数发生器.vi    │  │      多频信号发生器.vi    │  │      正弦 高斯白噪声.vi    │  │      白噪声.vi    │  │      阶梯信号.vi    │  │          │  ├─8.2时域分析    │  │      基本平均值与均方差测量.vi    │  │      提取信号混合单频信息.vi    │  │      相关(周期成分检测).vi    │  │      谐波失真.vi    │  │      过渡分析.vi    │  │      非周期信号与周期信号自相关图.vi    │  │          │  ├─8.3频域分析    │  │      单边傅立叶变换.vi    │  │      双边傅立叶变换.vi    │  │      帕斯瓦尔定理.vi    │  │      拉普拉斯变换.vi    │  │          │  ├─8.4信号调理    │  │      低通滤波器.vi    │  │      加窗后信号.vi    │  │      小幅值信号分辨.vi    │  │      带通滤波器.vi    │  │      波形对齐(单次)两个波形.vi    │  │      波形对齐(连续)N方式.vi    │  │      重采样.vi    │  │          │  ├─8.5波形监测    │  │      波峰检测.vi    │  │      边界检测.vi    │  │      过门限捕捉.vi    │  │      过门限计数.vi    │  │          │  ├─8.6逐点分析    │  │      PtByPt and Array Based Filter.vi    │  │          │  └─综合实例    │          绘制信号包络曲线.vi    │              └─第9章文件操作        ├─9.2常用文件类型与操作        │      二进制文件写入.vi        │      二进制文件读取.vi        │      文本文件写入.vi        │      文本文件读取.vi        │      电子表格文件写入.vi        │      电子表格文件读取.vi        │              ├─9.3特殊文件类型与操作        │      TDM.vi        │      TDMS文件存储.vi        │      TDMS文件读取.vi        │      XML文件.vi        │      波形文件.vi        │      测量文件.vi        │              ├─9.4其它文件类型与操作        │      WAV文件.vi        │              └─9.6综合实例                Excel_Read.vi                
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