目錄(64章)
倒序
- 封面
- 版權頁
- Credits
- About the Author
- About the Reviewers
- www.PacktPub.com
- Support files eBooks discount offers and more
- 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
- Motivation
- Interpolation
- Least squares approximation
- Summary
- Chapter 3. Differentiation and Integration
- Motivation
- Differentiation
- Integration
- Summary
- Chapter 4. Nonlinear Equations and Optimization
- Motivation
- Non-linear equations and systems
- Optimization
- Summary
- Chapter 5. Initial Value Problems for Ordinary Differential Equations
- Symbolic solution of differential equations
- Analytic approximation methods
- Discrete-variable methods
- Summary
- Chapter 6. Computational Geometry
- Plane geometry
- Combinatorial computational geometry
- Summary
- Chapter 7. Descriptive Statistics
- Motivation
- Probability
- Data exploration
- Summary
- Chapter 8. Inference and Data Analysis
- Statistical inference
- Data mining and machine learning
- Summary
- Chapter 9. Mathematical Imaging
- Digital images
- Color
- High-level operations on digital images
- Image compression
- Image editing
- Image analysis
- Summary
- Index 更新時間：2021-08-20 10:48:42
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