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Project-declaredLean 4.33.0-rc1 · mathlib@169c26b52a38

Finset Shatters to Set Shatters

Finset.Shatters.toSetShatters

Plain-language statement

If a finite set family 𝒜 shatters a finite set s in the sense of Mathlib's Finset.Shatters, then the concept class of characteristic functions of sets in 𝒜 shatters ↑s in the sense of SetShatters. This bridges Mathlib's finset-based shattering to the predicate used by the PAC learning lower bounds.

Exact Lean statement

theorem _root_.Finset.Shatters.toSetShatters {𝒜 : Finset (Finset α)} {s : Finset α}
    (h : 𝒜.Shatters s) :
    SetShatters
      {c : α → Bool | ∃ t ∈ 𝒜, ∀ x, c x = decide (x ∈ t)} ↑s

Formal artifact

Lean source

Canonical source
Full Lean sourceLean 4
theorem _root_.Finset.Shatters.toSetShatters {𝒜 : Finset (Finset α)} {s : Finset α}    (h : 𝒜.Shatters s) :    SetShatters      {c : α  Bool |  t  𝒜,  x, c x = decide (x  t)} ↑s := by  intro W' hW'  have hfin : Set.Finite W' := s.finite_toSet.subset hW'  set t := hfin.toFinset  have ht_eq : (↑t : Set α) = W' := hfin.coe_toFinset  have ht_sub : t  s := Finset.coe_subset.mp (ht_eq ▸ hW')  obtain u, hu, hsu := h ht_sub  have hut : u ∩ s = t := by rwa [Finset.inter_comm] at hsu  refine fun x => decide (x  u), u, hu, fun _ => rfl, ?_  rw [ ht_eq]  ext x  simp only [mem_inter_iff, mem_preimage, mem_singleton_iff,    decide_eq_true_eq, Finset.mem_coe]  exact fun h1, h2 => hut ▸ Finset.mem_inter.mpr h1, h2,    fun h => Finset.mem_inter.mp (hut.symm ▸ h)
Project
Lean Computer Science Library
License
Apache-2.0
Commit
f36649cff2c9
Source
Cslib/MachineLearning/PACLearning/VCDimension.lean:86-103

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Related declarations

Project-declaredLean 4.33.0-rc1

Unique minimal

Cslib.Automata.DA.FinAcc.unique_minimal

Plain-language statement

The minimal DFA M accepting the language l is unique up to unique isomorphism.

computer sciencecomputabilityprogram semantics

Source project: Lean Computer Science Library

Person-level attribution pending.

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Project-declaredLean 4.33.0-rc1

Buchi Family cover

Cslib.Automata.NA.Buchi.buchiFamily_cover

Project documentation

na.buchiFamily is a cover if na has only finitely many states. This theorem uses the Ramsey theorem for infinite graphs and does not depend on any details of na.BuchiCongruence other than that it is of finite index.

computer sciencecomputabilityprogram semantics

Source project: Lean Computer Science Library

Person-level attribution pending.

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