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v3.2.0

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@marcus1487 marcus1487 released this 21 May 13:23

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