4 results found Sort:

bayesflow-org
bayesflow bayesflow-org
52
372
mit
19
A Python library for amortized Bayesian workflows using generative neural networks.
deep-learning likelihood-free model-comparison simulation-based bayesian-inference amortized-inference invertible-networks parameter-estimation uncertainty-quantification
Created 2019-11-17
1,158 commits to master branch, last one about a month ago
elfi-dev
elfi elfi-dev
60
267
bsd-3-clause
20
ELFI - Engine for Likelihood-Free Inference
python bayesian inference simulator statistics likelihood-free bayesian-inference
Created 2016-10-03
750 commits to dev branch, last one 5 months ago
kingaa
pomp kingaa
27
114
gpl-3.0
13
R package for statistical inference using partially observed Markov processes
r abc b-spline likelihood state-space time-series markov-model sobol-sequence likelihood-free particle-filter dynamical-systems measurement-error iterated-filtering stochastic-processes statistical-inference differential-equations mathematical-modelling sequential-monte-carlo markov-chain-monte-carlo simulation-based-inference
Created 2015-07-06
3,063 commits to master branch, last one 12 days ago
montefiore-institute
hypothesis montefiore-institute
5
52
bsd-3-clause
7
A Python toolkit for (simulation-based) inference and the mechanization of science.
inference deep-learning likelihood-free simulation-based-inference
Created 2018-10-08
475 commits to master branch, last one 3 years ago