Sienna Meridian Satterwhite
982cf5755d
Lean 4 formalization of the decision tree + MLP ensemble architecture. Axiomatizes Float properties (sigmoid bounds, ReLU nonnegativity) since Lean's Float ops are extern-backed. Proves MLP output is bounded in (0,1) and ensemble output is always a valid decision. No mathlib dependency. Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>
8 lines
204 B
Lean4
8 lines
204 B
Lean4
import Sunbeam.Model.Basic
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import Sunbeam.Model.Sigmoid
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import Sunbeam.Model.ReLU
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import Sunbeam.Model.MLP
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import Sunbeam.Model.DecisionTree
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import Sunbeam.Model.Ensemble
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import Sunbeam.Verify.Structural
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