8 results found Sort:

sbi-dev
sbi sbi-dev
152
591
apache-2.0
21
Simulation-based inference toolkit
pytorch machine-learning bayesian-inference parameter-estimation likelihood-free-inference simulation-based-inference
Created 2020-02-11
1,262 commits to main branch, last one 8 days ago
undark-lab
swyft undark-lab
14
161
other
11
A system for scientific simulation-based inference at scale.
python pytorch machine-learning parameter-estimation neural-ratio-estimation likelihood-free-inference simulation-based-inference marginal-neural-ratio-estimation truncated-neural-ratio-estimation
Created 2020-05-25
1,232 commits to master branch, last one 7 months ago
probabilists
lampe probabilists
12
119
mit
8
Likelihood-free AMortized Posterior Estimation with PyTorch
python pytorch bayesian inference probability normalizing-flows density-estimation density-ratio-estimation likelihood-free-inference simulation-based-inference
Created 2021-12-20
121 commits to master branch, last one 3 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
smsharma
awesome-neural-sbi smsharma
6
96
mit
6
Community-sourced list of papers and resources on neural simulation-based inference.
lfi sbi likelihood-free-inference simulation-based-inference neural-simulation-based-inference
Created 2023-01-20
56 commits to main branch, last one 5 months ago
hyunjimoon
SBC hyunjimoon
4
54
other
8
This repository has no description...
diagnostics simulation-based-inference
Created 2020-11-11
348 commits to master branch, last one 3 months 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
probcomp
Genify.jl probcomp
1
47
apache-2.0
7
Automatically convert Julia methods to Gen functions.
program-transformation probabilistic-programming simulation-based-inference
Created 2020-09-21
108 commits to main branch, last one 3 years ago