tag:joss.theoj.org,2005:/papers/by/Benjamin%20Kurt%20MillerJournal of Open Source Software2022-07-19T20:57:39ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/32952022-07-19T20:57:39Z2022-07-20T08:38:54Zswyft: Truncated Marginal Neural Ratio Estimation in Pythonacceptedv0.3.02022-01-18 13:06:59 UTC752022-07-19 20:57:39 UTC720224205BenjaminKurtMillerGravitation Astroparticle Physics Amsterdam (GRAPPA), University of Amsterdam, Science Park 904, 1098 XH Amsterdam, Amsterdam Machine Learning Lab (AMLab), University of Amsterdam, Science Park 904, 1098 XH Amsterdam, AI4Science Lab, University of Amsterdam, Science Park 904, 1098 XH Amsterdam0000-0003-0387-8727AlexColeGravitation Astroparticle Physics Amsterdam (GRAPPA), University of Amsterdam, Science Park 904, 1098 XH Amsterdam0000-0001-8035-4308ChristophWenigerGravitation Astroparticle Physics Amsterdam (GRAPPA), University of Amsterdam, Science Park 904, 1098 XH Amsterdam0000-0001-7579-8684FrancescoNattinoNetherlands eScience Center, Science Park 140, 1098 XG Amsterdam, The Netherlands0000-0003-3286-0139OuKuNetherlands eScience Center, Science Park 140, 1098 XG Amsterdam, The Netherlands0000-0002-5373-5209MeiertW.GrootesNetherlands eScience Center, Science Park 140, 1098 XG Amsterdam, The Netherlands0000-0002-5733-479510.21105/joss.04205https://doi.org/10.5281/zenodo.6412465Jupyter Notebook, Pythonhttps://joss.theoj.org/papers/10.21105/joss.04205.pdfsimulation-based inference, likelihood-free inference, machine learning, bayesian inference, system identification, parameter identification, inverse problem