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Flow Model + Lipschitz

Flow Model Check

Condition 1 — INVERTIBLE: Set y = f(x), solve for x. ONE answer → invertible ✅. TWO answers (±) → NOT invertible ❌


Condition 2 — DERIVATIVE EXISTS: Compute f'(x). If exists for all x → tractable ✅

Lipschitz Constant

K = maximum value of |f'(x)|

If K ≤ 1 → 1-Lipschitz → can use in WGAN ✅
If K > 1 → cannot use in WGAN ❌
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