The official code repo for HyperAgent algorithm published in ICML 2024.
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Updated
Jun 28, 2024 - Python
The official code repo for HyperAgent algorithm published in ICML 2024.
This repo contains code that implements vPET-ABC. Currently, we have included Python code attempting GPU acceleration on FDG compartment models.
Comparison of summary statistic selection methods with a unifying perspective.
Simple model class and non-vectorized samplers for Approximate Bayesian Statistics (ABC)
Simulation-based inference using SSNL
A Python package for likelihood-free inference (LFI) methods such as Approximate Bayesian Computation (ABC)
Trabajo de Fin de Grado de Física 2022
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
Bayesian optimisation for fast approximate inference in state-space models with intractable likelihoods
Simulation-based inference in JAX
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