-
Notifications
You must be signed in to change notification settings - Fork 3
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
Adding supervised #55
Merged
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
…they don't have one and ingest the label regardless, this standarises everything nicely
…ust ignore labels but always have them
…or inference v training
…ensor-first forward method
This was referenced Jul 23, 2024
Closed
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Outdated suggestions cannot be applied.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.
PR Description: Supervised Branch Integration
Summary
This pull request introduces a new supervised learning framework to the
bioimage_embed
project. It integrates several key features and updates that enhance the model's capabilities and performance in supervised settings.Key Changes
Supervised Learning Implementation:
pyproject.toml
to include new dependencies required for supervised learning.Data Handling Enhancements:
Model Architecture:
Training and Evaluation Scripts:
Documentation and Examples:
Improvements
Dependencies
torchvision
andscikit-learn
for handling supervised learning tasks.Testing
This update significantly boosts the
bioimage_embed
project by adding powerful supervised learning capabilities, improving model performance, and enhancing the overall usability of the codebase.For more detailed information, please refer to the updated documentation and example notebooks provided in this PR.