Julia Eigenvectors

Open-source Julia projects categorized as Eigenvectors
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Topics: Linear Algebra Julia Eigenvalues
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Julia Eigenvector Projects

  • ArnoldiMethod.jl

    The Arnoldi Method with Krylov-Schur restart, natively in Julia.

    • Project mention: What Is a Schur Decomposition? | news.ycombinator.com | 2024-03-04

    For large and matrices you can use the (restarted) Arnoldi method to compute a partial Schur decomposition AQ=QR where Q is tall and skinny and R has a few dominant eigenvalues on the diagonal (i.e. eigenvalues on the boundary of the convex hull).

    MATLAB uses ARPACK's implementation of this when you call `eigs`

    I wrote my own implementation ArnoldiMethod.jl in julia, which unlike MATLAB/ARPACK supports arbitrary number types, and also should be more stable in general, and equally fast.

    [1] https://github.com/JuliaLinearAlgebra/ArnoldiMethod.jl

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 ArnoldiMethod.jl 93

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