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Simulation-based inference toolkit

A system for scientific simulation-based inference at scale.

Likelihood-free AMortized Posterior Estimation with PyTorch

Density estimation likelihood-free inference

Hypothesis ⭐ 41

A Python toolkit for (simulation-based) inference and the mechanization of science.

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

Conduct simulation-based inference on strong gravitational lensing systems.

Peregrine ⭐ 9

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

Simulation-based inference in JAX

Code for reproducing the experiments in the paper Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.

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