-
Notifications
You must be signed in to change notification settings - Fork 27
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
add polynomial kernel #298
Merged
dlinzner-bcs
merged 10 commits into
main
from
286-add-surrogate-models-that-can-extrapolate
Oct 6, 2023
Merged
add polynomial kernel #298
dlinzner-bcs
merged 10 commits into
main
from
286-add-surrogate-models-that-can-extrapolate
Oct 6, 2023
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Contributor
dlinzner-bcs
commented
Oct 5, 2023
•
edited
Loading
edited
- added support for polynomial kernels
- add QuadraticSurrogate that performs Bayesian quadratic regression
bertiqwerty
approved these changes
Oct 6, 2023
from bofire.data_models.surrogates.trainable import TrainableSurrogate | ||
|
||
|
||
class QuadraticSurrogate(BotorchSurrogate, TrainableSurrogate): |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Rather PolynomialSurrogate
?
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
This specific one has power=2. So its quadratic.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.