Feature additions:
- Addition of modified base models for v5.0 basecalling models
- All models (except for inosine) provided with SUP and HAC support
- DNA
- 5mC+5hmC, 5mC+4mC, 6mA
- RNA (all models now all-contexts)
- m6A, Pseudouridine, Inosine
- Add
remora model inspect
command - Add
remora dataset copy
command - Allow multiple models to be used with
remora infer from_pod5_and_bam
(support C-mod and A-mod calling simultaneously) - Update learning rate scheduler to use cosine decay
- Support IUPAC revcomp
- Picoamp scaling enabled (model maintain use of scaling via k-mer levels)
- Allow signal padding for chunks at the end of a read
- Add parameter to limit the size of a dataset merge
- Allow training and validation from core or config dataset
- Reference-anchored inference documentation
Bug fixes:
- Extend access to
missing_metrics_ok
to allow more robust use of API for read loading - Pin plotnine version
- Fix bug for chunk extraction over entire read
- Fix bug in m6A model specification