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KrylovMethods

Simple and fast Julia implementation of Krylov subspace methods for linear systems.

First Commit

12/10/2013

Last Touched

about 2 months ago

Commit Count

75 commits

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KrylovMethods.jl

Released under the MIT License.

Simple and fast Julia implementation of Krylov subspace methods for linear systems.

Goals and Guidelines

The main goal of this package is to derive simple and fast implementation of the most useful Krylov subspace methods.

Our main objectives are:

  • speed: where try to minimize allocation costs and maximize the use of BLAS routines,
  • memory efficiency: storing temporary variables and re-allocations are avoided,
  • generality: where possible complex systems are supported,
  • reliability: unit tests are provided.