Feature/single modality pipeline

konst-int-i / healnet

Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.

Apache License 2.0

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Closed konst-int-i closed 1 year ago

konst-int-i commented 1 year ago

This PR

Implements single modality data pipeline
Adds argparser to launch multiple runs
Sets up wandb hyperaparameter sweeps
Implements all problems as survival analysis and classification with different survival loss functions
Implements various regularisation measures (class weighting, etc.)