10 results found Sort:

sbi-dev
sbi sbi-dev
179
657
apache-2.0
21
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you...
pytorch machine-learning bayesian-inference parameter-estimation likelihood-free-inference simulation-based-inference
Created 2020-02-11
1,332 commits to main branch, last one 3 days ago
undark-lab
swyft undark-lab
15
163
other
10
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 11 months ago
probabilists
lampe probabilists
13
126
mit
7
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 7 months ago
kingaa
pomp kingaa
27
114
gpl-3.0
12
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
3,090 commits to master branch, last one 4 days ago
smsharma
awesome-neural-sbi smsharma
7
112
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
59 commits to main branch, last one 2 months ago
hyunjimoon
SBC hyunjimoon
4
56
other
6
This repository has no description...
diagnostics simulation-based-inference
Created 2020-11-11
363 commits to master branch, last one about a month ago
montefiore-institute
hypothesis montefiore-institute
5
53
bsd-3-clause
6
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
6
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
dirmeier
sbijax dirmeier
4
31
apache-2.0
4
Simulation-based inference in JAX
abc python smc-abc normalizing-flows simulation-based-inference approximate-bayesian-computation
Created 2022-10-12
57 commits to main branch, last one about a month ago
wangbingjie
sbi_pp wangbingjie
1
26
mit
4
Simulation-based (likelihood-free) inference customized for astronomical applications
sed-fitting simulation-based-inference
Created 2023-02-23
5 commits to main branch, last one 4 months ago