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awesome-neural-sbi

Community-sourced list of papers and resources on neural simulation-based inference.
https://github.com/smsharma/awesome-neural-sbi

Last synced: about 3 hours ago
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Programming Languages
Python 8 Jupyter Notebook 2 Julia 1
Categories
Discovery and Links 92 Cosmology, Astrophysics, and Astronomy 82 Neuroscience and Cognitive Science 60 Other Domains 58 Application to Real Data 53 Code Packages and Benchmarks 11 Particle Physics 8 Health and Medicine 7 Review Papers 2 Tutorials 1
Sub Categories
Keywords
simulation-based-inference 3 parameter-estimation 3 bayesian-inference 2 pytorch 2 python 2 machine-learning 2 likelihood-free-inference 2 amortized-inference 1 deep-learning 1 invertible-networks 1 likelihood-free 1 model-comparison 1 simulation-based 1 uncertainty-quantification 1 marginal-neural-ratio-estimation 1 neural-ratio-estimation 1 truncated-neural-ratio-estimation 1 abc 1 approximate-bayesian-computation 1 normalizing-flows 1 smc-abc 1