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README.md

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 # slmpi_emcee
 **The MPI-based Parallelization of the S-Lang MCMC Hammer**
 
-[slmpi_emcee](http://www.sternwarte.uni-erlangen.de/wiki/doku.php?id=isis:emcee) is an MPI-based Parallelization of the S-Lang *Markov chain Monte Carlo (MCMC) Hammer* based on algorithm proposed by [Goodman & Weare (2010)](http://dx.doi.org/10.2140/camcos.2010.5.65), implemented in Python ([emcee](https://github.com/dfm/emcee)) by [Foreman-Mackey et al. (2013)](http://adsabs.harvard.edu/abs/2013PASP..125..306F), which has then been implemented in the [Interactive Spectral Interpretation System (ISIS)](http://space.mit.edu/cxc/isis/) in S-Lang by [Michael A. Nowak](http://space.mit.edu/home/mnowak/isis_vs_xspec/), modified by Tobias Beuchert, Lia Corrales, and Matthias Kuehnel, and extended for MPI-based Parallelization by Ashkbiz Danehkar. It is now included in the [Remeis ISISscripts](http://www.sternwarte.uni-erlangen.de/isis/). It utilizes the S-Lang MPI Interface Package ([slmpi](http://www.sternwarte.uni-erlangen.de/wiki/doku.php?id=isis:mpi)) implemented by Thomas Dauser and Fritz Schwarm. 
+[slmpi_emcee](http://www.sternwarte.uni-erlangen.de/wiki/doku.php?id=isis:emcee) is an MPI-based Parallelization of the S-Lang *Markov chain Monte Carlo (MCMC) Hammer* based on algorithm proposed by [Goodman & Weare (2010)](http://dx.doi.org/10.2140/camcos.2010.5.65), implemented in Python ([emcee](https://github.com/dfm/emcee)) by [Foreman-Mackey et al. (2013)](http://adsabs.harvard.edu/abs/2013PASP..125..306F), which has then been implemented in the [Interactive Spectral Interpretation System (ISIS)](http://space.mit.edu/cxc/isis/) in S-Lang by [M. A. Nowak](http://space.mit.edu/home/mnowak/isis_vs_xspec/), modified by T. Beuchert, L. Corrales, and M. Kuehnel, and extended for MPI-based Parallelization by A. Danehkar. It is now included in the [Remeis ISISscripts](http://www.sternwarte.uni-erlangen.de/isis/). It utilizes the S-Lang MPI Interface Package ([slmpi](http://www.sternwarte.uni-erlangen.de/wiki/doku.php?id=isis:mpi)) implemented by Thomas Dauser and Fritz Schwarm. 
 
 ### Installation