astrostat / pylira

A Python package for Bayesian low-counts image reconstruction and analysis
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Add MCMC deconvolution basics tutorial #46

Closed adonath closed 2 years ago

adonath commented 2 years ago

This PR adds a tutorial explaining the basics of MCMC based deconvolution. It includes a minimal simplified pure Numpy implementation of MCMC deconvolution that I implemented as part of the learning process to understand how LIRA works. I thought it might be useful for others as well, so I'm adding it to the docs.