Update README and CONTRIBUTING #222
Merged
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
|
ping |
Will review properly tonight! Cheers for the ping, had no idea this existed. Edit: *tomorrow morning. Got preoccupied with work stuff. |
| At first, we will **not** support label propagation, but it can be done in the future. | ||
|
|
||
| ## Motivation | ||
|
|
||
| Many papers propose to combine active learning and semi-supervised learning. Currently, it is not easy to perform SS learning with BaaL. One needs to know the internal representation of ActiveLearningDataset to do so. | ||
| Many papers propose to combine active learning and semi-supervised learning. Currently, it is not easy to perform SS learning with Baal. One needs to know the internal representation of ActiveLearningDataset to do so. | ||
| This RFC proposes a new API to make this easier. |
There was a problem hiding this comment.
Will this just be label prop? I guess editing the API would account for all techniques. Is there a specific package that implements SSL techniques that we should aim to integrate with?
There was a problem hiding this comment.
I'm not familiar with any, and there is not much research around SSL in AL. We do have some light support for it, but we don't have a tutorial or anything.
GeorgePearse
approved these changes
Jul 12, 2022
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Outdated suggestions cannot be applied.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.
Summary:
Rename BaaL to Baal.
Improve contribution guidelines as few people uses Poetry.
Added list of current maintainers.
Features:
Checklist:
tests/documentation_test.py).