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This repository contains the Python code used in the publication 'Bayesian decomposition of the Galactic multi-frequency sky using probabilistic autoencoders' by Milosevic et al., 2020.

A tool for performing many 3D FFTs on large three-dimensional stacks of images using CPUs (and GPUs).

pyiron example to calculate the thermal expansion for different interatomic potentials

pyiron example workflow how to calculate a phase diagram using the quasi harmonic approximation.

pyiron based workflows for DAMASK simulations

Set of commonly used python tools

This is a multi-processing chemical code written in modern fortran and parallelized with MPI. MPChem aims to offer high performance for large parameter studies and post-processing of fluid elements with time dependent physical conditions.

Testing the binder instance

Contains the Python Jupyter notebooks for the practical course "Modern statistical data analysis for practitioners"

This is a repository for the Python code used for the animation in Witzel et al. 2021. It also contains the animation (Figure 22 of Witzel et al.), the particle system with the posterior of the model parameters, and an example Jupyter notebook.