likelihood-free-inference topic
List
likelihood-free-inference repositories
lampe
107
Stars
9
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Likelihood-free AMortized Posterior Estimation with PyTorch
pyABC
199
Stars
42
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distributed, likelihood-free inference
sbi
532
Stars
128
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Simulation-based inference toolkit
swyft
152
Stars
13
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A system for scientific simulation-based inference at scale.
Roundtrip
62
Stars
13
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Roundtrip: density estimation with deep generative neural networks
Bayes_InfoTheory
30
Stars
3
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Lectures on Bayesian statistics and information theory
awesome-neural-sbi
65
Stars
3
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Community-sourced list of papers and resources on neural simulation-based inference.
constraining-dark-matter-with-stellar-streams-and-ml
17
Stars
3
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Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.