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

GPU compatible (L-)C2ST #1160

Open
JuliaLinhart opened this issue May 30, 2024 · 0 comments
Open

GPU compatible (L-)C2ST #1160

JuliaLinhart opened this issue May 30, 2024 · 0 comments
Labels
enhancement New feature or request

Comments

@JuliaLinhart
Copy link
Contributor

Is your feature request related to a problem? Please describe.
For high-dimensional datasets, running C2ST (and especially L-C2ST) can be fairly slow. Unfortunately, these metrics / diagnostics rely on the use of sklearn classifiers that are not GPU compatible.

Describe the solution you'd like
It would be nice to allow the use of classifiers from other libraries, such as skorch, that can be trained with a GPU.

Describe alternatives you've considered
NA

Additional context
NA

@JuliaLinhart JuliaLinhart added the enhancement New feature or request label May 30, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant