Search Results - RepositoryStats

186

680

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

1,356 commits to main branch, last one 17 hours ago

pyABC ICB-DCM

44

212

bsd-3-clause

5

distributed, likelihood-free inference

abc parameter-inference likelihood-free-inference approximate-bayesian-inference

Created 2017-07-12

1,547 commits to main branch, last one 5 months ago

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 about a year ago

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

awesome-neural-sbi smsharma

7

114

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

Roundtrip kimmo1019

14

61

mit

3

Roundtrip: density estimation with deep generative neural networks

gan deep-learning density-estimation deep-generative-model likelihood-free-inference

Created 2019-12-18

139 commits to master branch, last one 11 months ago