(FEAT)(New Models): Add advanced spectral CNN architectures
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(FEAT/REFAC)[Expand Registry & Metadata]: Enhance model registry with new models, richer metadata, and utility functions.
0be85e4
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(FEAT)[Model Registry]: Expand registry with metadata and multi-model utilities
71b3dbd
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(SYNC): bring parity backend (utils/ scripts/ models/ tests/) from feat/ui-parity-rebuild; no UI changes
6373c5a
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(feat): add ResNet18Vision (1D); register; inference --arch supports it
ba24c6a
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(chore): unify model selection via shared registry (train uses 'choices()'/'build()')
218c86b
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Initial migration from original polymer_project
e484a46
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