7 results found Sort:

sbi-dev
sbi sbi-dev
132
541
apache-2.0
22
Simulation-based inference toolkit
pytorch machine-learning bayesian-inference parameter-estimation likelihood-free-inference simulation-based-inference
Created 2020-02-11
1,174 commits to main branch, last one 3 days ago
undark-lab
swyft undark-lab
13
155
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 3 months ago
probabilists
lampe probabilists
9
109
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
113 commits to master branch, last one 4 months ago
smsharma
awesome-neural-sbi smsharma
4
68
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 12 days ago
montefiore-ai
hypothesis montefiore-institute
5
51
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
hyunjimoon
SBC hyunjimoon
3
47
other
8
This repository has no description...
diagnostics simulation-based-inference
Created 2020-11-11
345 commits to master branch, last one 21 days 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