implement BatchBALD and LAL-RL strategy#34
Open
JlsBssmnn wants to merge 1 commit intoNUAA-AL:masterfrom
Open
Conversation
Collaborator
|
Hi, thanks for your great work and sorry for the late reply. I have just finished an urgent task which took me more than a month. Now I have time to improve ALiPy, and your PR will be soon viewed and discussed. |
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
2 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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
I wrote my bachelor thesis about Active Learning Query Strategies. As a part of the thesis I implemented the two strategies BatchBALD and LAL-RL for ALiPy. To verify the correctness of the implementations, I tested the strategies on some datasets that were mentioned in the papers, and compared my results to the results in the papers. I found out, that my results were very close the the results in the paper.