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geolip-hypersphere-experiments

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AbstractPhil commited on Mar 19

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 ### 1.1 Wavelet Scattering Transform (Mallat)
 **Formula**: S_J[p]x(u) = |||x * ψ_{λ₁}| * ψ_{λ₂}| ... | * φ_{2^J}(u)
 **Library**: kymatio (pip install kymatio)
 **Expected output**: ~10K-dim feature vector for 32×32
 **Literature baseline**: ~82% CIFAR-10 with SVM, ~70.5% with linear
 **Properties**: Deterministic, Lipschitz-continuous, approximately energy-preserving

 ### 1.1 Wavelet Scattering Transform (Mallat)
 **Formula**: S_J[p]x(u) = |||x * ψ_{λ₁}| * ψ_{λ₂}| ... | * φ_{2^J}(u)
 **Library**: kymatio (pip install kymatio)
+**Github**: https://github.com/kymatio/kymatio
 **Expected output**: ~10K-dim feature vector for 32×32
 **Literature baseline**: ~82% CIFAR-10 with SVM, ~70.5% with linear
 **Properties**: Deterministic, Lipschitz-continuous, approximately energy-preserving