Appendix

Contents

• A. Acknowledgements
• B. Classic Numerical Linear Algebra
  • Linear Systems $A\mathbf{x}=\mathbf{b}$
  • Least Squares ${\min }_{\mathbf{x}\in {\mathbb{R}}^n}||A\mathbf{x}-b|{|}_2$
  • Singular Value Decomposition $M=U\Sigma V$
• C. Classical Machine Learning
  • Kernel Machines
  • Gaussian Processes
• D. Classical Compiler Construction
  • Three Tier Architecture: Parser, Optimizer, Generator
  • Frances Allen C-Style Optimizations
  • Function Inlining and Register Allocation

Acknowledgements

Errata

• Jashanpreet Singh