likelihood-free-inference topic

List likelihood-free-inference repositories

lampe

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Likelihood-free AMortized Posterior Estimation with PyTorch

swyft

152
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13
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A system for scientific simulation-based inference at scale.

Roundtrip

62
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13
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Roundtrip: density estimation with deep generative neural networks

awesome-neural-sbi

65
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3
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Community-sourced list of papers and resources on neural simulation-based inference.

Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.