Download lean/OAI/Analysis/InterpolatedFactors/PairedAbsorption.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 12.1 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/InterpolatedFactors/PairedAbsorption.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Analysis/InterpolatedFactors/PairedAbsorption.lean
-
curl -L -o PairedAbsorption.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/InterpolatedFactors/PairedAbsorption.lean
12.1 kB
| import OAI.Analysis.InterpolatedFactors.CornerIndex | |
| namespace OAI | |
| noncomputable section | |
| universe u_1 u_2 u_3 u_4 u_5 u_6 u_7 u_8 u_9 u_10 | |
| namespace FreeGroupFactorMain.PairedAbsorption | |
| open RectangularAbsorption CircularRotation | |
| variable {A : Type u_1} [Ring A] [StarRing A] [Algebra ℂ A] [StarModule ℂ A] | |
| variable {S : Type u_2} {P : Type u_3} [DecidableEq S] [DecidableEq P] | |
| abbrev Index (S : Type u_4) (P : Type u_5) := PairedIndex S P | |
| structure Input (B : StarSubalgebra ℂ A) (S : Type u_6) (P : Type u_7) [DecidableEq S] [DecidableEq P] where | |
| τ : B →ₗ[ℂ] ℂ | |
| tracial : ∀ a b,τ (a*b)=τ (b*a) | |
| p : Index S P → B | |
| q : Index S P → B | |
| projection : ∀ i,IsStarProjection (p i) | |
| projectionq : ∀ i,IsStarProjection (q i) | |
| pq : ∀ i,p (CircularRotation.flip i)=q i | |
| qp : ∀ i,q (CircularRotation.flip i)=p i | |
| raw : Index S P → ℕ → A | |
| extra : Index S P → A | |
| supported : ∀ i,(p i:A)*extra i*(q i:A)=extra i | |
| raw_cov : ∀ i j n m (a : B),star (raw i n)*(a:A)*raw j m= | |
| if i=j ∧ n=m then τ a • (1:A) else 0 | |
| extra_cov : ∀ i j (a : B),star (extra i)*(a:A)*extra j= | |
| if i=j then τ (a*p i) • (q i:A) else 0 | |
| raw_extra : ∀ i j n (a : B),star (raw i n)*(a:A)*extra j=0 | |
| namespace Input | |
| variable {B : StarSubalgebra ℂ A} (d : Input B S P) | |
| def reservoir (i : Index S P) (n : ℕ) : A := rotate (fun k => d.raw k n) i | |
| theorem reservoir_cov (i j : Index S P) (n m : ℕ) (a : B) : | |
| star (d.reservoir i n)*(a:A)*d.reservoir j m= | |
| if i=j ∧ n=m then d.τ a • (1:A) else 0 := by | |
| by_cases hnm : n=m | |
| · subst m | |
| have hh := rotate_covariance (fun k => d.raw k n) (a:A) (d.τ a • (1:A)) | |
| (fun i j => by simpa only [and_true] using d.raw_cov i j n n a) i j | |
| simpa only [reservoir,and_true] using hh | |
| · rcases i with i | ⟨i,b⟩ <;> rcases j with j | ⟨j,c⟩ | |
| · simpa only [reservoir,rotate,hnm,and_false,ite_false] using d.raw_cov (.inl i) (.inl j) n m a | |
| · cases c <;> simp [reservoir,rotate,plus,minus,mul_add,mul_sub,d.raw_cov,hnm] | |
| · cases b <;> simp [reservoir,rotate,plus,minus,star_smul,star_add,star_sub,add_mul,d.raw_cov,hnm] | |
| · cases b <;> cases c <;> | |
| simp [reservoir,rotate,plus,minus,star_smul,star_add,star_sub,add_mul,mul_add,mul_sub,d.raw_cov,hnm] | |
| theorem reservoir_extra (i j : Index S P) (n : ℕ) (a : B) : | |
| star (d.reservoir i n)*(a:A)*d.extra j=0 := by | |
| rcases i with i | ⟨i,b⟩ | |
| · exact d.raw_extra (.inl i) j n a | |
| · cases b <;> simp [reservoir,rotate,plus,minus,star_smul,star_add,star_sub,add_mul,d.raw_extra] | |
| def data (i : Index S P) : Data B where | |
| τ := d.τ | |
| tracial := d.tracial | |
| p := d.p i | |
| q := d.q i | |
| projection := d.projection i | |
| projectionq := d.projectionq i | |
| C := d.reservoir i | |
| D := d.extra i | |
| D_supported := d.supported i | |
| C_cov a n m := by simpa only [true_and] using d.reservoir_cov i i n m a | |
| D_cov a := by simpa only [ite_true] using d.extra_cov i i a | |
| C_D a n := d.reservoir_extra i i n a | |
| D_C a n := (Orthogonal.symm (d.reservoir_extra i i n)) a | |
| def family : Family B (Index S P) where | |
| data := d.data | |
| CC i j hij n m a := by simpa only [data,hij,false_and,ite_false] using d.reservoir_cov i j n m a | |
| CD i j _ n a := d.reservoir_extra i j n a | |
| DD i j hij a := by simpa only [data,ite_eq_right hij] using d.extra_cov i j a | |
| def output (i : Index S P) (n : ℕ) : A := d.family.output i n | |
| theorem output_cov (i j : Index S P) (n m : ℕ) (a : B) : | |
| star (d.output i n)*(a:A)*d.output j m= | |
| if i=j ∧ n=m then d.τ a • (1:A) else 0 := by | |
| have hh := d.family.output_covariance i j n m a | |
| split_ifs with h | |
| · rw [ite_eq_left h] at hh; exact hh | |
| · rw [ite_eq_right h] at hh; exact hh | |
| theorem output_generation (M : StarSubalgebra ℂ A) | |
| (hpM : ∀ i,(d.p i:A)∈M) (hqM : ∀ i,(d.q i:A)∈M) : | |
| ((∀ i,d.extra i+star (d.extra (CircularRotation.flip i))∈M) ∧ | |
| ∀ i n,d.raw i n+star (d.raw i n)∈M) ↔ | |
| ∀ i n,d.output i n+star (d.output (CircularRotation.flip i) n)∈M := by | |
| have hh := d.family.output_generation CircularRotation.flip d.pq d.qp M hpM hqM | |
| change ((∀ i,d.extra i+star (d.extra (CircularRotation.flip i))∈M) ∧ | |
| ∀ i n,d.reservoir i n+star (d.reservoir (CircularRotation.flip i) n)∈M) ↔ | |
| ∀ i n,d.output i n+star (d.output (CircularRotation.flip i) n)∈M at hh | |
| rw [← hh] | |
| apply and_congr_right | |
| intro _ | |
| constructor | |
| · intro h i n | |
| exact (rotate_generation (fun k => d.raw k n) M).mp (fun k => h k n) i | |
| · intro h i n | |
| exact (rotate_generation (fun k => d.raw k n) M).mpr (fun k => h k n) i | |
| end Input | |
| end FreeGroupFactorMain.PairedAbsorption | |
| namespace FreeGroupFactorMain.WeightedFock | |
| open FreeFock Amplification RectangularAbsorption WeightedCornerIndex | |
| abbrev Base (u v : ℝ) := pFilled u v (0:ℕ) 1 | |
| def kindCreator (u v : ℝ) : Kind → PCorner ℕ | |
| | .fresh n r s => pFresh u v 0 (n+2) r s | |
| | .residual r s => pResidual u v 0 1 r s | |
| | .diagonal r => pDiagonal u v 0 0 r | |
| def kindLeft (u v : ℝ) : Kind → Base u v | |
| | .fresh _ r _ => pSupport u v 0 1 r | |
| | .residual r _ => pResidualSupport u v 0 1 r | |
| | .diagonal r => pSupport u v 0 1 r | |
| def kindRight (u v : ℝ) : Kind → Base u v | |
| | .fresh _ _ s => pSupport u v 0 1 s | |
| | .residual _ s => pResidualSupport u v 0 1 s | |
| | .diagonal r => pSupport u v 0 1 r | |
| theorem kindLeft_projection (u v : ℝ) (k : Kind) : IsStarProjection (kindLeft u v k) := by | |
| cases k | |
| · exact pSupport_projection u v 0 1 _ | |
| · exact pResidualSupport_projection u v 0 1 _ | |
| · exact pSupport_projection u v 0 1 _ | |
| theorem kindRight_projection (u v : ℝ) (k : Kind) : IsStarProjection (kindRight u v k) := by | |
| cases k | |
| · exact pSupport_projection u v 0 1 _ | |
| · exact pResidualSupport_projection u v 0 1 _ | |
| · exact pSupport_projection u v 0 1 _ | |
| theorem kindLeft_transpose (u v : ℝ) (k : Kind) : kindLeft u v k.transpose=kindRight u v k := by | |
| cases k <;> rfl | |
| theorem kindRight_transpose (u v : ℝ) (k : Kind) : kindRight u v k.transpose=kindLeft u v k := by | |
| cases k <;> rfl | |
| theorem kindCreator_supported (u v : ℝ) (hv : 0<v) (hvu : v<u) (k : Kind) : | |
| (kindLeft u v k : PCorner ℕ)*kindCreator u v k*(kindRight u v k : PCorner ℕ)=kindCreator u v k := by | |
| cases k | |
| · exact pFresh_supported u v hv hvu 0 1 _ _ _ | |
| · exact pResidual_supported u v hv hvu 0 1 _ _ | |
| · exact pDiagonal_supported u v hv hvu 0 1 0 _ | |
| theorem kindCreator_covariance (u v : ℝ) (hu : u≠0) (hv : v≠0) | |
| (k l : Kind) (hk : k.valid) (hl : l.valid) (a : Base u v) : | |
| star (kindCreator u v k)*(a : PCorner ℕ)*kindCreator u v l= | |
| if k=l then pTrace u v 0 1 (a*kindLeft u v k) • (kindRight u v k : PCorner ℕ) else 0 := by | |
| cases k with | |
| | fresh n r s => | |
| cases l with | |
| | fresh m t w => | |
| have hh := pFresh_covariance u v hu hv (0:ℕ) 1 (n+2) (m+2) (by omega) | |
| (by omega) (by omega) (by omega) (by omega) r s t w a | |
| simpa only [kindCreator,kindLeft,kindRight,Kind.fresh.injEq,Nat.add_right_cancel_iff] using hh | |
| | residual t w => | |
| rw [ite_eq_right (by simp)] | |
| exact pFresh_residual u v (0:ℕ) 1 (n+2) (by omega) (by omega) (by omega) r s t w hl a | |
| | diagonal t => | |
| rw [ite_eq_right (by simp)] | |
| exact pFresh_diagonal u v (0:ℕ) 1 (n+2) 0 (by omega) (by omega) (by omega) (by omega) (by omega) r s t a | |
| | residual r s => | |
| cases l with | |
| | fresh m t w => | |
| rw [ite_eq_right (by simp)] | |
| exact (pFresh_residual u v (0:ℕ) 1 (m+2) (by omega) (by omega) (by omega) t w r s hk).symm a | |
| | residual t w => | |
| simpa only [kindCreator,kindLeft,kindRight,Kind.residual.injEq] | |
| using pResidual_covariance u v hu hv (0:ℕ) 1 (by omega) r s t w hk hl a | |
| | diagonal t => | |
| rw [ite_eq_right (by simp)] | |
| exact pResidual_diagonal u v (0:ℕ) 1 0 (by omega) (by omega) r s hk t a | |
| | diagonal r => | |
| cases l with | |
| | fresh m t w => | |
| rw [ite_eq_right (by simp)] | |
| exact (pFresh_diagonal u v (0:ℕ) 1 (m+2) 0 (by omega) (by omega) (by omega) (by omega) (by omega) t w r).symm a | |
| | residual t w => | |
| rw [ite_eq_right (by simp)] | |
| exact (pResidual_diagonal u v (0:ℕ) 1 0 (by omega) (by omega) t w hl r).symm a | |
| | diagonal t => | |
| simpa only [kindCreator,kindLeft,kindRight,Kind.diagonal.injEq,true_and] | |
| using pDiagonal_covariance u v hu hv (0:ℕ) 1 0 0 (by omega) (by omega) (by omega) r t a | |
| def rawReservoir (u v : ℝ) (i : WeightedCornerIndex.Index) (n : ℕ) : PCorner ℕ := | |
| pFresh u v 0 (reservoirCode (i,n)+2) false false | |
| theorem rawReservoir_covariance (u v : ℝ) (hu : u≠0) (hv : v≠0) | |
| (i j : WeightedCornerIndex.Index) (n m : ℕ) (a : Base u v) : | |
| star (rawReservoir u v i n)*(a : PCorner ℕ)*rawReservoir u v j m= | |
| if i=j ∧ n=m then pTrace u v 0 1 a • (1:PCorner ℕ) else 0 := by | |
| have hh := pFresh_covariance u v hu hv (0:ℕ) 1 (reservoirCode (i,n)+2) (reservoirCode (j,m)+2) | |
| (by omega) (by omega) (by omega) (by omega) (by omega) false false false false a | |
| simpa only [rawReservoir,and_true,pSupport_false,mul_one,OneMemClass.coe_one, | |
| Nat.add_right_cancel_iff,reservoirCode.injective.eq_iff,Prod.mk.injEq] using hh | |
| theorem rawReservoir_extra (u v : ℝ) (hu : u≠0) (hv : v≠0) | |
| (i : WeightedCornerIndex.Index) (n : ℕ) (k : Kind) (hk : k.valid) (a : Base u v) : | |
| star (rawReservoir u v i n)*(a : PCorner ℕ)*kindCreator u v k=0 := by | |
| cases k with | |
| | fresh m r s => | |
| have hh := pFresh_covariance u v hu hv (0:ℕ) 1 (reservoirCode (i,n)+2) (m+2) | |
| (by omega) (by omega) (by omega) (by omega) (by omega) false false r s a | |
| rw [ite_eq_right (fun h => hk ⟨h.2.1.symm,h.2.2.symm⟩)] at hh | |
| exact hh | |
| | residual r s => | |
| exact pFresh_residual u v (0:ℕ) 1 (reservoirCode (i,n)+2) | |
| (by omega) (by omega) (by omega) false false r s hk a | |
| | diagonal r => | |
| exact pFresh_diagonal u v (0:ℕ) 1 (reservoirCode (i,n)+2) 0 | |
| (by omega) (by omega) (by omega) (by omega) (by omega) false false r a | |
| def cornerAbsorption (u v : ℝ) (hv : 0<v) (hvu : v<u) : | |
| PairedAbsorption.Input (Base u v) SelfIndex PairIndex where | |
| τ := pTrace u v 0 1 | |
| tracial := pTrace_tracial u v (hv.trans hvu).ne' hv.ne' 0 1 | |
| p i := kindLeft u v (description i) | |
| q i := kindRight u v (description i) | |
| projection i := kindLeft_projection u v _ | |
| projectionq i := kindRight_projection u v _ | |
| pq i := by rw [description_flip,kindLeft_transpose] | |
| qp i := by rw [description_flip,kindRight_transpose] | |
| raw := rawReservoir u v | |
| extra i := kindCreator u v (description i) | |
| supported i := kindCreator_supported u v hv hvu _ | |
| raw_cov := rawReservoir_covariance u v (hv.trans hvu).ne' hv.ne' | |
| extra_cov i j a := by | |
| simpa only [description_injective.eq_iff] using | |
| kindCreator_covariance u v (hv.trans hvu).ne' hv.ne' _ _ (description_valid i) (description_valid j) a | |
| raw_extra i j n a := rawReservoir_extra u v (hv.trans hvu).ne' hv.ne' i n _ (description_valid j) a | |
| end FreeGroupFactorMain.WeightedFock | |
| namespace FreeGroupFactorMain.PairedAbsorption.Input | |
| open RectangularAbsorption CircularRotation | |
| variable {A : Type u_8} [Ring A] [StarRing A] [Algebra ℂ A] [StarModule ℂ A] | |
| variable {S : Type u_9} {P : Type u_10} [DecidableEq S] [DecidableEq P] | |
| variable {B : StarSubalgebra ℂ A} (d : PairedAbsorption.Input B S P) | |
| theorem output_mem (K : Submodule ℂ A) | |
| (hK : ∀ p q : B, ∀ x∈K,(p:A)*x*(q:A)∈K) | |
| (hextra : ∀ i,d.extra i∈K) (hraw : ∀ i n,d.raw i n∈K) (i : Index S P) (n : ℕ) : | |
| d.output i n∈K := by | |
| have hr (i : Index S P) (n : ℕ) : d.reservoir i n∈K := by | |
| rcases i with i | ⟨i,b⟩ | |
| · exact hraw _ n | |
| · cases b | |
| · exact K.add_mem (K.smul_mem _ (hraw _ n)) (K.smul_mem _ (hraw _ n)) | |
| · exact K.sub_mem (K.smul_mem _ (hraw _ n)) (K.smul_mem _ (hraw _ n)) | |
| have hp (n : ℕ) : part (d.p i:A) (d.q i:A) (d.reservoir i) n∈K := hK _ _ _ (hr i n) | |
| have hrem (n : ℕ) : remainder (d.p i:A) (d.q i:A) (d.reservoir i) n∈K := K.sub_mem (hr i n) (hp n) | |
| cases n with | |
| | zero => exact K.add_mem (hextra i) (hrem 0) | |
| | succ n => exact K.add_mem (hp n) (hrem (n+1)) | |
| end FreeGroupFactorMain.PairedAbsorption.Input | |
| end | |
| end OAI | |