https://github.com/itsdfish/lansandbox.jl

Proof of concept and dabbling with Likelihood Approximation Networks
https://github.com/itsdfish/lansandbox.jl

julia julialang likelihood-approximation

Last synced: about 1 year ago
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Proof of concept and dabbling with Likelihood Approximation Networks

• Host: GitHub
• URL: https://github.com/itsdfish/lansandbox.jl
• Owner: itsdfish
• License: mit
• Created: 2022-04-23T10:54:51.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2023-02-27T01:03:04.000Z (over 3 years ago)
• Last Synced: 2025-02-12T12:32:34.982Z (over 1 year ago)
• Topics: julia, julialang, likelihood-approximation
• Language: Julia
• Homepage:
• Size: 183 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# LANSandBox

This repo is a sandbox for exploring Likelihood Approximation Networks (LANs). LANs approximate the likelihood function of intractable computational models by learning the mapping between parameters, data, and the likelihood of the data. See the folder titled examples for some examples. 

# References

Fengler, A., Govindarajan, L. N., Chen, T., & Frank, M. J. (2021). Likelihood approximation networks (LANs) for fast inference of simulation models in cognitive neuroscience. Elife, 10, e65074.