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O2vae integration #1
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Commits on Jan 15, 2024
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Merge pull request uhlmanngroup#21 from ctr26/no_umap
Removing umap feature compression
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Merge pull request uhlmanngroup#17 from ctr26/indexation_aug
Indexation augmentation (forgot this wasnt in here)
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Merge pull request uhlmanngroup#22 from ctr26/cicd
First attempt at setting up the testing cicd
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Commits on Jan 18, 2024
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Merge pull request uhlmanngroup#34 from ctr26/logger_improve
Generalised the logging a bit
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Merge pull request uhlmanngroup#35 from ctr26/hashing_model_args
First attempt as arg hashing for checkpoints
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fix merge commit + add command line args for dataset (name and path) …
…and wandb project
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change back to use dataset name from clarg + change default wandb job…
…name and latent space size
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Use DatasetFolder to load .npy and turn the dist matrix into a 3 chan…
…nels copy for models to be happy
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save latent_space with extra info as pickle again and have a separate…
… gen UMAPs script
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updated the render umap script with a _hardcoded_ trick to extract in…
…dex from filename for the tree dataset (should use a user specified regex instead)
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Added regionprops + fourrier decomposition trials (! hardcoded path t…
…o synthetic shapes dataset needs to be generalised)
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improve scoring function and use StratifiedKFold instead of KFold for…
… cross validation
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fake beta column if necessary and filter out regionprops and efd for …
…f1 Vs Mse comparison
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changes to test o2vae integration XXX relies on an adapted o2vae repo…
… present in bioimage_embed/modles/o2vae
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