Welcome to HighFM documentation!

Contents:

• Getting started
  • Dependencies
  • Installation
  • Usage
  • Documentation
• Constants
  • Preprocessing Directives
  • Constants
    • MatrixTriangularType
    • OpSide
    • SolverFlags
    • FinalTimeHandle
    • SVDMethod
    • PermutationDirection
    • KrylovOrtho
    • SortOrder
    • DefaultLocation
    • index_t
    • kNone
    • kAuto
    • kAll
    • kHost
    • kDevice
    • inplace
• Basic Types
  • MatrixBase
    • MatrixBase
  • Array
    • Array
  • DataMap
    • DataMap
  • Vector
    • Vector
    • VectorData
  • Matrix
    • Matrix
    • MatrixData
  • Sparse Vector
    • SparseVector
    • SparseVectorData
  • COO Matrix
    • COOMatrix
  • CSR Matrix
    • CSRMatrix
    • CSRMatrixData
  • Triangular Map
    • TriangularMap
  • Template Parameters:
  • Capacity:
  • Element Access and Slicing:
    • Range
  • Assignment:
  • Compatibility
    • MatrixData
• BLAS
  • Scaling
  • Addition and Subtraction
  • Transpose and Conjugate
  • Entry-wise Operations
  • Multiplication
  • Norm
  • Dot
  • Diagonal and Identity Matrix
  • Triangular Matrix
  • Slicing
  • Sparse BLAS
  • Aliasing
  • Expression Validation
  • References
• LAPACK
  • LU
    • Driver Routines
    • Factorization
  • Triangular Solver
    • trsolve()
    • trsolve()
    • trsolve()
    • trsolve()
    • trsolve()
    • trsolve()
  • Orthogonal Factorizations
    • Driver Routines
    • QR
    • LQ
    • Householder Q
  • Preconditioner
    • Preconditioner
  • LSMR
    • LSMR
    • LSMROptions
    • LSMRReport
  • Eigenvalues
    • eigen()
    • eigen()
    • symmetric_eigen()
    • symmetric_eigen()
  • Sylvester
    • solve_sylvester()
  • Schur
    • schur()
    • hessenberg_schur()
    • reorder_schur()
  • SVD
    • svd()
    • compact_svd()
• Random
  • Generating random numbers
    • Generator
    • PCG
    • Xoroshiro
    • SplitMix
  • Constructing a sketch operator
    • Gaussian Sketching
    • Sparse Sign Sketching
    • SRTT Sketching
  • References
• Matrix Functions
  • Full Matrix Function
  • The action of the Matrix Function
    • Expv Taylor
    • Restarted Krylov
• ODE Solvers
  • Defining the equations
    • SemiDiscreteODE1
    • SemiDiscreteODE2
  • Defining the problem
    • ODEProblem
  • Calculating the solution
    • ForwardEuler
    • RungeKutta4
    • DormandPrince54
    • CashKarp54
• Input/Output
  • Printing to the Terminal
    • MTX Files
    • HDF5 Files
• CUDA (Experimental)
  • Enabling the CUDA backend
  • Asynchronous Execution
  • Usage