更新时间：2021-08-20 10:48:42
封面
版权页
Credits
About the Author
About the Reviewers
www.PacktPub.com
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Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Chapter 1. Numerical Linear Algebra
Motivation
Creation of matrices and linear operators
Basic matrix manipulation
Matrix functions
Matrix factorizations related to solving matrix equations
Matrix factorizations based on eigenvalues
Summary
Chapter 2. Interpolation and Approximation
Interpolation
Least squares approximation
Chapter 3. Differentiation and Integration
Differentiation
Integration
Chapter 4. Nonlinear Equations and Optimization
Non-linear equations and systems
Optimization
Chapter 5. Initial Value Problems for Ordinary Differential Equations
Symbolic solution of differential equations
Analytic approximation methods
Discrete-variable methods
Chapter 6. Computational Geometry
Plane geometry
Combinatorial computational geometry
Chapter 7. Descriptive Statistics
Probability
Data exploration
Chapter 8. Inference and Data Analysis
Statistical inference
Data mining and machine learning
Chapter 9. Mathematical Imaging
Digital images
Color
High-level operations on digital images
Image compression
Image editing
Image analysis
Index
