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Algorithms for the approximation of an embedding for Markov chains.

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Cirdans-Home/pth-root-stochastic

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Stochastic pth root approximation of a stochastic matrix: A Riemannian optimization approach

Algorithms for approximating a stochastic pth root of a stochastic matrix using Riemannian optimization.

Manopt

The code uses the optimization algorithms on Riemannian manifold from the Manopt library. The library is included as a git submodule. The code can be obtained from this repository by doing

git clone --recurse-submodules [email protected]:Cirdans-Home/approximate-embedded-markov.git

Older versions of gith may need to do:

git clone --recursive [email protected]:Cirdans-Home/approximate-embedded-markov.git

If none of this works

git clone [email protected]:Cirdans-Home/approximate-embedded-markov.git
cd approximate-embedded-markov
git submodule update --init --recursive

Contributors

License

In accordance with the Manopt library, the new code is released under the GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 (GPL3).