likelihood-free
There are 14 repositories under likelihood-free topic.
bayesflow-org/bayesflow
A Python library for amortized Bayesian workflows using generative neural networks.
elfi-dev/elfi
ELFI - Engine for Likelihood-Free Inference
kingaa/pomp
R package for statistical inference using partially observed Markov processes
mackelab/delfi
Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead
montefiore-institute/hypothesis
A Python toolkit for (simulation-based) inference and the mechanization of science.
acerbilab/ibs
Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB
msainsburydale/NeuralEstimators.jl
Julia package for neural estimation
mauricelanghinrichs/ABCdeZ.jl
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
sbitzer/pyEPABC
A Python implementation of EP-ABC for likelihood-free, probabilistic inference.
JuliaApproxInference/LikelihoodfreeInference.jl
Likelihood-Free Inference for Julia.
acerbilab/pyibs
Inverse binomial sampling for efficient log-likelihood estimation of simulator models in Python
gutmanngroup/seqbed
Code for the paper "Sequential Bayesian Experimental Design for Implicit Models via Mutual Information", Bayesian Analysis 2021, https://arxiv.org/abs/2003.09379.
leonrenn/MINING-GOLD-FROM-GENERATORS
Mining gold from implicit models to improve likelihood-free inference, example for ROLR and RASCAL.
lacerbi/ibs
Inverse binomial sampling for efficient log-likelihood estimation of simulator models (old location)