neural-ratio-estimation

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undark-lab / swyft

A system for scientific simulation-based inference at scale.

python machine-learning pytorch parameter-estimation likelihood-free-inference simulation-based-inference neural-ratio-estimation marginal-neural-ratio-estimation truncated-neural-ratio-estimation

Updated Mar 30, 2024
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PEREGRINE-GW / peregrine

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A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals

python machine-learning algorithm inference parameter-estimation gravitational-waves pytorch-lightning simulation-based-inference neural-ratio-estimation

Updated Jun 28, 2024
Python

NoemiAM / detection_is_truncation

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Detection is truncation: studying source populations with truncated marginal neural ratio estimation. Code repository associated with https://arxiv.org/abs/2211.04291.

detection-network likelihood-free-inference point-sources simulation-based-inference neural-ratio-estimation

Updated Sep 11, 2024
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