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[DEVELOPMENT] Consider using a KNN to construct the intial graph
methodology
Building functional & diverse pipeline
#337
opened Nov 9, 2023 by
quantumjot
[FEATURE REQUEST] Add citation.cff to repo
enhancement
New feature or request
#336
opened Oct 31, 2023 by
mooniean
[DEVELOPMENT] Compare IoU of inference datasets across multiple runs
methodology
Building functional & diverse pipeline
#334
opened Oct 25, 2023 by
KristinaUlicna
[DEVELOPMENT] Inject uncorrelated Gaussian noise into images
methodology
Building functional & diverse pipeline
[FEATURE REQUEST] Contribute a README.md describing augmentations
documentation
Improvements or additions to documentation
Write a CONTRIBUTING.md doc 📝
documentation
Improvements or additions to documentation
good first issue
Good for newcomers
[DEVELOPMENT] Consider config validation to be a property of config
methodology
Building functional & diverse pipeline
[DEVELOPMENT] Create a function which strips the graph attributes from the GRACE files
methodology
Building functional & diverse pipeline
Re-implement graph / patch augmentation into the training loop
#320
opened Oct 13, 2023 by
KristinaUlicna
[DEVELOPMENT] Consider implementing an Building functional & diverse pipeline
RGCN
methodology
#305
opened Oct 12, 2023 by
KristinaUlicna
Write up an extended abstract for introducing GRACE
documentation
Improvements or additions to documentation
help wanted
Extra attention is needed
#301
opened Oct 12, 2023 by
KristinaUlicna
[DEVELOPMENT] Click options to overwrite config file hyperparameter specification
methodology
Building functional & diverse pipeline
#298
opened Oct 11, 2023 by
KristinaUlicna
[DEVELOPMENT] Implement BatchNorm before/after GCN layers
enhancement
New feature or request
methodology
Building functional & diverse pipeline
#280
opened Oct 2, 2023 by
KristinaUlicna
[DEVELOPMENT] Consider splitting all classifier options into individual Building functional & diverse pipeline
torch.nn.Module
objects
methodology
#279
opened Sep 29, 2023 by
KristinaUlicna
[BUG] Introduce timeout on poor models which struggle to project TSNE manifold
bug
Something isn't working
enhancement
New feature or request
#272
opened Sep 28, 2023 by
KristinaUlicna
[FEATURE REQUEST] Consider removing Improvements or additions to documentation
duplicate
This issue or pull request already exists
assume_annotations_from_dummy_predictions
function if not needed
documentation
#265
opened Sep 25, 2023 by
KristinaUlicna
[BUG] Add cvxopt to napari env yaml
bug
Something isn't working
setup
Installation & environment requirements
#264
opened Sep 25, 2023 by
mooniean
[FEATURE REQUEST] Project the TSNE manifold & save out the visualisation from New feature or request
run.py
enhancement
#262
opened Sep 22, 2023 by
KristinaUlicna
[FEATURE REQUEST] Implement loss weighing by class
enhancement
New feature or request
#260
opened Sep 22, 2023 by
KristinaUlicna
[FEATURE REQUEST] Consider replacing seaborn confusion matrices by Visualise the data I/O, training progress or properties
ConfusionMatrixDisplay
visualisation
Write a complete set of tests for inference, manifold & optimisation part of the pipeline
tests
Automated testing for stable main branch
Why are we padding the corner images if they don't contribute to training?
help wanted
Extra attention is needed
question
Further information is requested
#203
opened Sep 4, 2023 by
KristinaUlicna
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