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8 search results found

Simulation-based inference toolkit

A system for scientific simulation-based inference at scale.

Density estimation likelihood-free inference

(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination

Constraining Dark Matter With Stellar Streams And Ml ⭐ 11

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

Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration

Peregrine ⭐ 9

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

Balanced Nre ⭐ 9

Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".

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