Feature/POLCA Algorithm: epsilon-net and summarizer#60
Merged
chinganc merged 14 commits intoexperimentalfrom Mar 23, 2026
Merged
Feature/POLCA Algorithm: epsilon-net and summarizer#60chinganc merged 14 commits intoexperimentalfrom
chinganc merged 14 commits intoexperimentalfrom
Conversation
Fix missed updating of the number of samples processed.
…es" before proposing.
allenanie
force-pushed
the
feature/epsNet_and_summarizer
branch
from
4dcf1c4 to
c7177fd
Compare
xuanfeiren
changed the title
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
| # identically to objective_config=None, making the "scalar" mode a no-op. | ||
| cfg = getattr(self, 'objective_config', None) | ||
| if cfg is not None and cfg.mode != "scalar": | ||
| if cfg is not None: |
Member
There was a problem hiding this comment.
why do you remove the condition cfg.mode != "scalar"
Collaborator
Author
There was a problem hiding this comment.
In the compute_exploration_priority function, when cfg.mode == "scalar" (not None), we still need this score_dict data? I want to make them consistent.
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
chinganc
reviewed
Mar 20, 2026
Member
|
LGTM. Thanks for the contribution @xuanfeiren |
This file contains hidden or 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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
In this PR, I added the POLCA algorithm (epsilon net and summarizer features built on PS).
summarizer.pyunderpriority_search. (Updated: currently summarizer supports the multi-objective feature)module_regressor.py. This could be used to create different types of regressors. In this PR, it is used to get the embeddings of candidates.polca.pyunder priority_search, containingPOLCA, which is a subclass of PrioritySearch.