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Mathematics

• Elementary Math
  Trigonometry, exponentials and logarithms, complex values, rounding, remainders, discrete math, coordinate system conversion
  
• Linear Algebra
  Linear equations, eigenvalues, singular values, decomposition, matrix operations, matrix structure
  
• Random Number Generation
  Seeds, distributions, algorithms
  
• Interpolation
  Gridded and scattered data interpolation, data gridding, piecewise polynomials
  
• Optimization
  Minimum of single and multivariable functions, nonnegative least-squares, roots of nonlinear functions
  
• Numerical Integration and Differential Equations
  Numerical integration, ordinary differential equations, partial differential equations, boundary value problems
  
• Fourier Analysis and Filtering
  Fourier transforms, convolution, digital filtering
  
• Sparse Matrices
  Elementary sparse matrices, reordering algorithms, iterative methods, sparse linear algebra
  
• Graph and Network Algorithms
  Directed and undirected graphs, network analysis
  
• Computational Geometry
  Triangulation, bounding regions, Voronoi diagrams, polygons