Update for cadence-core v1.3.0 (class renamed: NVCClean -> Cadence)

v1.2.1: add early stopping and class weight recipe for small-dataset classifier training

v1.2.0: add Custom Labels (binary/multiclass) section to mirror cadence-core API

v1.1.1: remove load_checkpoint reference; pretrained weights not distributed

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initial commit