Samplinglib
Lean gate passed 2026-08-19T05:09:39.794721+00:00 · 644be936998e
Shared formal graph · reader view

Proof Atlas

See the mathematical structure before the code. Source claims from the textbook and SampleWiki meet in shared proof roots; exact Lean declarations are the final zoom level, not the first.

02Mathematical proof nodes

Definitions, lemmas, proof techniques, and theorem interfaces. Repeated ideas are shared rather than copied into every chapter or example case.

Chapter 1 shared spine

Four clusters, not one giant DAG.

1.1

Stochastic calculus

Brownian motion → adapted/progressive processes → Itô integral → stopping/localization → Itô processes.

BrownianMotionProgressiveL2CanonicalLocalization
1.2

Semigroups & inequalities

Transition kernels → semigroup → generator → reversibility/Γ → Poincaré and log-Sobolev dissipation.

MarkovSemigroupOperatorGeneratorCarreDuChamp
1.3

Optimal transport

Couplings → transport cost → W₂ → interpolation/geodesics → geodesic convexity.

TransportWassersteinSpaceDisplacementInterpolation
1.4+

Gradient flow & algorithms

KL/Fisher dissipation and Wasserstein geometry feed convergence proofs, discretizations, complexity results, and SampleWiki cases.

KLDensitySemigroupDecayExampleCases
Status semantics

Color the node that was actually proved.

compiled local nodeopen analytic bridgesource / reference node

A chapter is not blue because one leaf compiled. A SampleWiki row is not assimilated because a theorem-shaped Lean statement elaborates. Status follows the exact node and its verification gate.

Where did the old “Lean Foundations” packet go?

The cutoff-to-generator packet is still available through the formal library. It is now treated as one implementation example rather than the default mental model for the whole project.

Open the Implementation Map · Browse exact declarations