sbi reloaded: a toolkit for simulation-based inference workflows

Python Submitted 18 October 2024 • Published 08 April 2025
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Editor: @boisgera (all papers)
Reviewers: @arnauqb (all reviews), @francois-rozet (all reviews)

Authors

Jan Boelts, Michael Deistler, Manuel Gloeckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

Citation

Boelts et al., (2025). sbi reloaded: a toolkit for simulation-based inference workflows. Journal of Open Source Software, 10(108), 7754, https://doi.org/10.21105/joss.07754

@article{Boelts2025, doi = {10.21105/joss.07754}, url = {https://doi.org/10.21105/joss.07754}, year = {2025}, publisher = {The Open Journal}, volume = {10}, number = {108}, pages = {7754}, author = {Jan Boelts and Michael Deistler and Manuel Gloeckler and Álvaro Tejero-Cantero and Jan-Matthis Lueckmann and Guy Moss and Peter Steinbach and Thomas Moreau and Fabio Muratore and Julia Linhart and Conor Durkan and Julius Vetter and Benjamin Kurt Miller and Maternus Herold and Abolfazl Ziaeemehr and Matthijs Pals and Theo Gruner and Sebastian Bischoff and Nastya Krouglova and Richard Gao and Janne K. Lappalainen and Bálint Mucsányi and Felix Pei and Auguste Schulz and Zinovia Stefanidi and Pedro Rodrigues and Cornelius Schröder and Faried Abu Zaid and Jonas Beck and Jaivardhan Kapoor and David S. Greenberg and Pedro J. Gonçalves and Jakob H. Macke}, title = {sbi reloaded: a toolkit for simulation-based inference workflows}, journal = {Journal of Open Source Software} }
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PyTorch Bayesian Inference Simulation-Based Inference Scientific Discovery Conditional Density Estimation

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Journal of Open Source Software is part of Open Journals, which is a NumFOCUS-sponsored project.

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