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syntonic-optimizer
syntonic-optimizer PublicTheory-derived PyTorch optimizer matching Adam with zero tuning. τ* = κ√(σ²/λ) — validated on CIFAR-10 and CIFAR-100
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syntonic-portfolio
syntonic-portfolio PublicTheory-derived adaptive portfolio strategy with zero tunable parameters. τ* = κ√(σ²/λ) — walk-forward validated on SPY, BTC, GLD
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