Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Implement a Langevin-like Sampler for Discrete distributions #263

Open
Habush opened this issue Aug 15, 2022 · 1 comment
Open

Implement a Langevin-like Sampler for Discrete distributions #263

Habush opened this issue Aug 15, 2022 · 1 comment
Labels
enhancement New feature or request sampler Issue related to samplers

Comments

@Habush
Copy link

Habush commented Aug 15, 2022

The recent work by Zhang et. al (@ruqizhang) titled A Langevin-like Sampler for Discrete Distributions proposes using a Langevin based algorithm for sampling from discrete distributions whose log probability is differentiable w.r.t to the variables. I've implemented the code that is inspired by the blackjax api here. I'm open for the code to be reviewed and send a PR.

@rlouf
Copy link
Member

rlouf commented Aug 17, 2022

Please do! It would be great to add the binary neural network as well.

@rlouf rlouf added enhancement New feature or request sampler Issue related to samplers labels Sep 16, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request sampler Issue related to samplers
Projects
None yet
Development

No branches or pull requests

2 participants