sbi reloaded: a toolkit for simulation-based inference workflows

Python Submitted 18 October 2024Published 08 April 2025
Review

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