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

Refactor LinearOperators to use probnum.backend #678

Open
marvinpfoertner opened this issue Mar 24, 2022 · 0 comments
Open

Refactor LinearOperators to use probnum.backend #678

marvinpfoertner opened this issue Mar 24, 2022 · 0 comments
Assignees
Labels
backend Issues related to the automatic differentiation backend feature request Requests for features to be implemented improvement Improvements of existing functionality linops Issues related to linear operators

Comments

@marvinpfoertner
Copy link
Collaborator

Is your feature request related to a problem? Please describe.
After merging #581, Normal RandomVariables with LinearOperator covariances will only work in the NumPy backend. Moreover, there is still a lot of LinearOperator-related code in the Normal implementation.

Give an example use case.

  • differentiable linear solvers and ODE filters

Describe the solution you'd like.

  • refactor LinearOperators into a generic implementation using the backend
  • this should be done one operator at a time, starting with LinearOperator and Matrix

Additional context
None

@marvinpfoertner marvinpfoertner added feature request Requests for features to be implemented improvement Improvements of existing functionality linops Issues related to linear operators backend Issues related to the automatic differentiation backend labels Mar 24, 2022
@marvinpfoertner marvinpfoertner self-assigned this Mar 24, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
backend Issues related to the automatic differentiation backend feature request Requests for features to be implemented improvement Improvements of existing functionality linops Issues related to linear operators
Projects
None yet
Development

No branches or pull requests

1 participant