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7 search results found

Simulation-based inference toolkit

Bayesflow ⭐ 216

A Python library for amortized Bayesian workflows using generative neural networks.

Lowlevelparticlefilters.jl ⭐ 105

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Parameter estimation for complex physical problems often suffers from finding ‘solutions’ that are not physically realistic. The PEUQSE software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.

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

A python package for Bayesian inference of gravitational-wave data

Black-box Bayesian inference for agent-based models in the social sciences

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1-7 of 7 search results

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