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feat(training): SVD-based spectral embedding init (Closes #188) - #207
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- spectral_init_embedding: phi-frequency spectral initialization - spectral_init_linear: spectral init for weight matrices - 5 unit tests: shape, normalization, non-zero, diversity - Clippy=0
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Spectral embedding initialization using phi-frequency decomposition.
Closes #188