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Axel Donath adonath

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Welcome to my GitHub page!

I'm a postdoctoral researcher at the Center for Astrophysics. My main research interests include statistical methods and machine learning for analysis of low counts data in general. I'm also interested in methods to combine data from multiple instruments. I'm the lead developer of the open source software package Gammapy, sub-package maintainer of Astropy and a member of the CHASC astro-statistics collaboration. I'm also editor for the Astronomy and Astrophysics track of the Journal of Open Source Software JOSS.

Here you can find an overview of my activities on GitHub:

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  1. A Python package for gamma-ray astronomy

    Python 279 244

  2. Gaussian Mixture Models in Jax

    Python 25 4

  3. Repository with draft content for the Pydantic tutorial at SciPy 2023

    Jupyter Notebook 13 4

  4. A Python package for Poisson joint likelihood deconvolution

    Python 13 4

  5. A Snakemake workflow for Fermi-LAT data reduction

    Python 12 1

  6. A Beginner's friendly introduction to Diffusion Models in JAX given at PyData Boston 2025

    Jupyter Notebook 6