[1.0.0] - 2025-08-09
Pre-publication release (for Zenodo DOI creation).
Added
- Support multimodality (H&E + spatial omics). See this tutorial.
- Support multi-references in
fine_tuneand zero-shot modes - Added
novae.plot.loss_curvefor minimal monitoring when not using Weight & Biases
Changed
fine_tunemethod: uselr = 5e-4andmax_epochs = 20as new default values- Use
reference="all"instead of"largest"by default - Move
novae.utils.load_datasettonovae.load_dataset(the old import is deprecated, it will be removed in future versions) - Move
novae.utils.quantile_scalingtonovae.quantile_scaling(deprecated, as above) - Move
novae.utils.toy_datasettonovae.toy_dataset(deprecated, as above) - Migrate to
uvas a package manager, andrufffor formatting/linting
Fixed
- Slide-id passed correctly to dataloader for one-adata multi-slide mode
- Auto-detect change in n_hops_{local,view} to re-build graph
- Move representations to
numpywhen torch is not needed anymore (#19)