Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.
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Updated
May 24, 2024 - MATLAB
Repository on Approximate Bayesian Computation and the different distance metrics which can be implemented.
ABC random forests for model choice and parameter estimation, pure C++ implementation
The official code repo for HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments, ICML 2024.
Approximate Bayesian Computation algorithm based on simulated annealing
Simulation-based inference in JAX
This repo contains code that implements vPET-ABC. Currently, we have included Python code attempting GPU acceleration on FDG compartment models.
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
A toolbox for C++ devs wanting to build geospatial population genetics simulators !
Trabajo de Fin de Grado de Física 2022
Simulation-based inference using SSNL
Efficient Estimation of Generative Models using Tukey Depth
Comparison of summary statistic selection methods with a unifying perspective.
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation
4th Year Project - Optimal Control of Directed Evolution
An R package to go along with my PhD research
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
Simulator of the Lotka-Volterra prey-predator system with demographic and observational noise and biases
Correlation functions versus field-level inference in cosmology: example with log-normal fields
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