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Jianjun Zhou's Notebook

Solve Least Square Problems

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Jianjun Zhou's Notebook

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Home
Home
Courses
Courses
- Theory of Computation
  Theory of Computation
- Advanced Data Structure and Algorithm
  Advanced Data Structure and Algorithm
  - Homework
  - Final Review
- Object Oriented Programming
  Object Oriented Programming
  - Midterm Review
  - Final Review
- Database System
  Database System
  - Chapter 1-7
  - Chapter 12-19
- Probability Theory
  Probability Theory
- Numerical Methods
  Numerical Methods
  - Numerical Analysis
    
    Numerical Analysis
    
    Mathematical Preliminaries
    
    Solve Equations (1 Variable)
    
    Interpolation & Poly. Approx.
    
    Numerical Diffs & Integs
    
    IVP for ODE
    
    Solve Linear Systems (Directly)
    
    Solve Linear Systems (Iteratively)
    
    Approximation Theory
    
    Approximating Eigenvalues
  - Numerical Algebra
    
    Numerical Algebra
    
    Direct Methods for Linear Systems
    
    Sensitivity & Round-off Error Analysis
    
    Solve Least Square Problems Solve Least Square Problems
    Table of contents
    
    最小二乘问题
    
    初等正交变换
    
    正交变换法
    
    Classic Iterative Methods for Linear Systems
    
    Conjugate Gradient Method
    
    Solve Asymmetric Eigenvalue Problems
    
    Solve Symmetric Eigenvalue Problems
- Physics (H)
  Physics (H)
- Python Basics
  Python Basics
  - Review
  - Homework
- C Programming
Math
Math
- Differential Equations
  Differential Equations
  - ODE
    
    ODE
    
    Existence of Solution
    
    ODE System
  - PDE
    
    PDE
    
    Introduction
    
    4 Linear PDEs
  - SDE
    
    SDE
    
    Introduction & Probability
    
    Brownian Motion & "White Noise"
    
    Stochastic Integrals
    
    SDE
    
    Applications
- Probability Theory
- Misc
Readings
Readings
- Diffusion Models
  Diffusion Models
- ICLR2024
  ICLR2024
  - Singularity of Diffusion
  - Particle Filter + Diffusion
- ICCV2023
  ICCV2023
- Metrics
- Abbrs

Table of contents

最小二乘问题
初等正交变换
正交变换法

最小二乘问题的解法

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最小二乘问题

初等正交变换

正交变换法

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