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A library to plot and analyze chains from mcmc simulations

Project description

mcmcplot

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The mcmcplot package is designed to assist in the analysis of sampling chains gathered during a Markov Chain Monte Carlo (MCMC) simulation. This package was designed with the MCMC code pymcmcstat in mind; however, the plotting routines are amenable to other data sets. The plotting routines use matplotlib and seaborn. User’s are recommended to investigate other plotting routines available in seaborn as it is specifically designed for this sort of analysis. The routines available in mcmcplot serve as a useful wrapper function for several seaborn plots, but it is not an exhaustive demonstration.

Installation

This code can be found on the Github project page. The package is available on the PyPI distribution site and the latest version can be installed via

pip install mcmcplot

The master branch typically matches the latest version on the PyPI distribution site. To install the master branch directly from Github,

pip install git+https://github.com/prmiles/mcmcplot.git

You can also clone the repository and run python setup.py install.

License

MIT

Contributors

See the GitHub contributor page

Citing mcmcplot

Please see the mcmcplot homepage or follow the DOI badge above to find the appropriate citation information.

Project details


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