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Jan Rybizki's Projects

cmdprior icon cmdprior

These jupyter notebooks lay out how to simply generate priors using the GDR2mock catalogue and they also help to get a quick interface with some isochrone fitting packages

dustmaps icon dustmaps

A uniform interface for a number of 2D and 3D maps of interstellar dust reddening/extinction.

gaia_summerschool_2019 icon gaia_summerschool_2019

A talk on GaiaDR2 selection function and a talk and hands-on exercise on Bayesian distance inference to stellar clusters

galaxia_wrap icon galaxia_wrap

A few python scripts and a tutorial notebook to create and manipulate Galaxia mock catalogues

gdr2_completeness icon gdr2_completeness

This package helps with downloading GaiaDR2 data and gives approximate completeness maps over the sky and per G magntude bin. It also has a function to query the GDR2 RVS sample selection function.

isochrone_fitting_example icon isochrone_fitting_example

We illustrate the usage of a forward model using the latest parsec isochrones with emcee to infer stellar parameters for single and binary stars

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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