Download lean/OAI/Analysis/InterpolatedFactors/Matrices.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 16.3 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/InterpolatedFactors/Matrices.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Analysis/InterpolatedFactors/Matrices.lean
-
curl -L -o Matrices.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/InterpolatedFactors/Matrices.lean
16.3 kB
| import OAI.Analysis.InterpolatedFactors.StabilizationIso | |
| namespace OAI | |
| noncomputable section | |
| universe u_1 u_2 u_3 u_4 u_5 | |
| namespace FreeGroupFactorMain.Amplification | |
| section | |
| open scoped ENNReal | |
| variable {G : Type u_1} | |
| def matrixBlock (i j : ℕ) (T : GroupOperator G) : GroupOperator (ℕ × G) := | |
| (productSingle ℕ G i).comp (T.comp (productCoordinate ℕ G j)) | |
| @[simp] theorem matrixBlock_apply (i j k : ℕ) (T : GroupOperator G) | |
| (ξ : GroupHilbert (ℕ × G)) (g : G) : | |
| matrixBlock i j T ξ (k,g)=if k=i then T (productCoordinate ℕ G j ξ) g else 0 := by | |
| simp only [matrixBlock,ContinuousLinearMap.comp_apply,productSingle_apply] | |
| @[simp] theorem productCoordinate_productSingle (i j : ℕ) (ξ : GroupHilbert G) : | |
| productCoordinate ℕ G i (productSingle ℕ G j ξ)=if i=j then ξ else 0 := by | |
| ext g | |
| simp only [productCoordinate_apply,productSingle_apply] | |
| split_ifs <;> rfl | |
| @[simp] theorem matrixEntry_matrixBlock (i j k l : ℕ) (T : GroupOperator G) : | |
| matrixEntry (matrixBlock i j T) k l=if k=i ∧ l=j then T else 0 := by | |
| ext ξ g | |
| simp only [matrixEntry_apply,matrixBlock_apply,productCoordinate_productSingle] | |
| by_cases hk : k=i <;> by_cases hl : l=j <;> simp [hk,hl,show (j=l) ↔ (l=j) from eq_comm] | |
| @[simp] theorem matrixBlock_zero (i j : ℕ) : matrixBlock i j (0 : GroupOperator G)=0 := by | |
| ext ξ ⟨k,g⟩ | |
| simp | |
| @[simp] theorem matrixBlock_mul (i j k l : ℕ) (T S : GroupOperator G) : | |
| matrixBlock i j T * matrixBlock k l S=if j=k then matrixBlock i l (T*S) else 0 := by | |
| ext ξ ⟨m,g⟩ | |
| simp only [mul_apply_eq_comp,matrixBlock_apply] | |
| have hc : productCoordinate ℕ G j (matrixBlock k l S ξ)= | |
| if j=k then S (productCoordinate ℕ G l ξ) else 0 := by | |
| change productCoordinate ℕ G j (productSingle ℕ G k (S (productCoordinate ℕ G l ξ)))=_ | |
| rw [productCoordinate_productSingle] | |
| rw [hc] | |
| by_cases hj : j=k <;> by_cases hm : m=i <;> simp [hj,hm,mul_apply_eq_comp] | |
| @[simp] theorem matrixBlock_star (i j : ℕ) (T : GroupOperator G) : | |
| star (matrixBlock i j T)=matrixBlock j i (star T) := by | |
| apply matrixEntry_ext | |
| intro k l | |
| rw [matrixEntry_star,matrixEntry_matrixBlock,matrixEntry_matrixBlock] | |
| by_cases h : l=i ∧ k=j | |
| · simp only [ite_eq_left h,ite_eq_left (And.symm h)] | |
| · simp only [ite_eq_right h,ite_eq_right (fun hh => h (And.symm hh)),star_zero (GroupOperator G)] | |
| theorem matrixBlock_mem [Group G] (i j : ℕ) (T : groupVonNeumann G) : | |
| matrixBlock i j (T : GroupOperator G)∈stabilization G := by | |
| rw [mem_stabilization_iff_matrix] | |
| intro k l | |
| rw [matrixEntry_matrixBlock] | |
| split_ifs | |
| · exact T.property | |
| · exact (groupVonNeumann G).zero_mem | |
| def finiteMatrix (n : ℕ) (X : Fin n → Fin n → GroupOperator G) : GroupOperator (ℕ × G) := | |
| ∑ i : Fin n, ∑ j : Fin n, matrixBlock i.val j.val (X i j) | |
| @[simp] theorem matrixEntry_sum {ι : Type u_2} (s : Finset ι) (X : ι → GroupOperator (ℕ × G)) (i j : ℕ) : | |
| matrixEntry (∑ k∈s,X k) i j=∑ k∈s,matrixEntry (X k) i j := by | |
| classical | |
| induction s using Finset.induction_on with | |
| | empty => ext ξ g; simp [matrixEntry_apply] | |
| | @insert a s ha ih => | |
| simp only [Finset.sum_insert ha] | |
| rw [show matrixEntry (X a + ∑ k∈s,X k) i j=matrixEntry (X a) i j+matrixEntry (∑ k∈s,X k) i j by ext ξ g; simp [matrixEntry_apply],ih] | |
| theorem matrixEntry_finiteMatrix (n : ℕ) (X : Fin n → Fin n → GroupOperator G) (i j : Fin n) : | |
| matrixEntry (finiteMatrix n X) i.val j.val=X i j := by | |
| classical | |
| simp [finiteMatrix,matrixEntry_sum,matrixEntry_matrixBlock,Fin.val_inj,ite_and] | |
| theorem matrixEntry_finiteMatrix_out (n : ℕ) (X : Fin n → Fin n → GroupOperator G) (i j : ℕ) | |
| (h : n ≤ i ∨ n ≤ j) : matrixEntry (finiteMatrix n X) i j=0 := by | |
| classical | |
| simp only [finiteMatrix,matrixEntry_sum,matrixEntry_matrixBlock] | |
| apply Finset.sum_eq_zero | |
| intro a _ | |
| apply Finset.sum_eq_zero | |
| intro b _ | |
| rw [ite_eq_right] | |
| rintro ⟨rfl,rfl⟩ | |
| cases h with | |
| | inl h => exact (not_le_of_gt a.isLt) h | |
| | inr h => exact (not_le_of_gt b.isLt) h | |
| theorem finiteMatrix_mem [Group G] (n : ℕ) (X : Fin n → Fin n → groupVonNeumann G) : | |
| finiteMatrix n (fun i j => (X i j : GroupOperator G))∈stabilization G := by | |
| classical | |
| exact (stabilization G).sum_mem (fun i _ => (stabilization G).sum_mem (fun j _ => matrixBlock_mem i.val j.val (X i j))) | |
| @[simp] theorem matrixBlock_add (i j : ℕ) (T S : GroupOperator G) : | |
| matrixBlock i j (T+S)=matrixBlock i j T+matrixBlock i j S := by | |
| ext ξ ⟨k,g⟩ | |
| by_cases h : k=i <;> simp [h] | |
| @[simp] theorem matrixBlock_smul (i j : ℕ) (c : ℂ) (T : GroupOperator G) : | |
| matrixBlock i j (c • T)=c • matrixBlock i j T := by | |
| ext ξ ⟨k,g⟩ | |
| by_cases h : k=i <;> simp [h] | |
| @[simp] theorem matrixBlock_sum {ι : Type u_3} (i j : ℕ) (s : Finset ι) (T : ι → GroupOperator G) : | |
| matrixBlock i j (∑ k∈s,T k)=∑ k∈s,matrixBlock i j (T k) := by | |
| classical | |
| induction s using Finset.induction_on with | |
| | empty => simp | |
| | @insert a s ha ih => simp [ha,ih] | |
| theorem matrixBlock_mul_finiteMatrix (n : ℕ) (i : ℕ) (j : Fin n) (T : GroupOperator G) | |
| (Y : Fin n → Fin n → GroupOperator G) : | |
| matrixBlock i j.val T * finiteMatrix n Y=∑ l : Fin n,matrixBlock i l.val (T*Y j l) := by | |
| classical | |
| simp only [finiteMatrix,Finset.mul_sum,matrixBlock_mul,Fin.val_inj] | |
| rw [Finset.sum_comm] | |
| congr 1 | |
| ext l | |
| simp | |
| theorem finiteMatrix_mul (n : ℕ) (X Y : Fin n → Fin n → GroupOperator G) : | |
| finiteMatrix n X * finiteMatrix n Y=finiteMatrix n (fun i j => ∑ k : Fin n,X i k*Y k j) := by | |
| classical | |
| simp only [finiteMatrix,Finset.sum_mul] | |
| change (∑ i : Fin n,∑ j : Fin n,matrixBlock i.val j.val (X i j)*finiteMatrix n Y)=_ | |
| simp only [matrixBlock_mul_finiteMatrix,matrixBlock_sum] | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| exact Finset.sum_comm | |
| theorem finiteMatrix_add (n : ℕ) (X Y : Fin n → Fin n → GroupOperator G) : | |
| finiteMatrix n (fun i j => X i j+Y i j)=finiteMatrix n X+finiteMatrix n Y := by | |
| classical | |
| simp [finiteMatrix,Finset.sum_add_distrib] | |
| theorem finiteMatrix_star (n : ℕ) (X : Fin n → Fin n → GroupOperator G) : | |
| star (finiteMatrix n X)=finiteMatrix n (fun i j => star (X j i)) := by | |
| classical | |
| simp only [finiteMatrix,star_sum (R := GroupOperator (ℕ × G)),matrixBlock_star] | |
| exact Finset.sum_comm | |
| theorem finiteMatrix_smul (n : ℕ) (X : Fin n → Fin n → GroupOperator G) (c : ℂ) : | |
| finiteMatrix n (fun i j => c • X i j)=c • finiteMatrix n X := by | |
| classical | |
| simp [finiteMatrix,Finset.smul_sum] | |
| def finiteDiagonal (n : ℕ) (T : GroupOperator G) : GroupOperator (ℕ × G) := | |
| finiteMatrix n (fun i j => if i=j then T else 0) | |
| theorem finiteDiagonal_sum (n : ℕ) (T : GroupOperator G) : | |
| finiteDiagonal n T=∑ i : Fin n,matrixBlock i.val i.val T := by | |
| classical | |
| simp only [finiteDiagonal,finiteMatrix] | |
| apply Finset.sum_congr rfl | |
| intro i _ | |
| have hh (j : Fin n) : matrixBlock i.val j.val (if i=j then T else 0)=if i=j then matrixBlock i.val j.val T else 0 := by split_ifs <;> simp | |
| simp_rw [hh] | |
| simp | |
| theorem finiteDiagonal_mul (n : ℕ) (T S : GroupOperator G) : | |
| finiteDiagonal n T*finiteDiagonal n S=finiteDiagonal n (T*S) := by | |
| classical | |
| rw [finiteDiagonal,finiteDiagonal,finiteMatrix_mul] | |
| congr 1 | |
| funext i j | |
| simp | |
| theorem finiteDiagonal_star (n : ℕ) (T : GroupOperator G) : | |
| star (finiteDiagonal n T)=finiteDiagonal n (star T) := by | |
| classical | |
| rw [finiteDiagonal,finiteMatrix_star] | |
| congr 1 | |
| funext i j | |
| split_ifs <;> simp_all [eq_comm,star_zero (R := GroupOperator G)] | |
| theorem matrixBlock_sandwich (i j k l : ℕ) (A B : GroupOperator G) (T : GroupOperator (ℕ × G)) : | |
| matrixBlock i j A*T*matrixBlock k l B=matrixBlock i l (A*matrixEntry T j k*B) := by | |
| apply ContinuousLinearMap.ext | |
| intro ξ | |
| rfl | |
| theorem finiteDiagonal_sandwich (n : ℕ) (A B : GroupOperator G) (T : GroupOperator (ℕ × G)) : | |
| finiteDiagonal n A*T*finiteDiagonal n B= | |
| finiteMatrix n (fun i j => A*matrixEntry T i.val j.val*B) := by | |
| classical | |
| simp only [finiteDiagonal_sum,Finset.sum_mul,Finset.mul_sum,matrixBlock_sandwich,finiteMatrix] | |
| exact Finset.sum_comm | |
| variable [Group G] | |
| def finiteProjection (n : ℕ) (p : groupVonNeumann G) : stabilization G := | |
| ⟨finiteDiagonal n (p : GroupOperator G),by | |
| classical | |
| rw [finiteDiagonal_sum] | |
| exact (stabilization G).sum_mem (fun i _ => matrixBlock_mem i.val i.val p)⟩ | |
| theorem finiteProjection_projection (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) : | |
| IsStarProjection (finiteProjection n p) := by | |
| constructor | |
| · apply Subtype.ext | |
| change finiteDiagonal n (p : GroupOperator G)*finiteDiagonal n (p : GroupOperator G)=_ | |
| rw [finiteDiagonal_mul] | |
| exact congrArg (finiteDiagonal n) (congrArg Subtype.val hp.isIdempotentElem.eq) | |
| · apply Subtype.ext | |
| change star (finiteDiagonal n (p : GroupOperator G))=_ | |
| rw [finiteDiagonal_star] | |
| exact congrArg (finiteDiagonal n) (congrArg Subtype.val hp.isSelfAdjoint.star_eq) | |
| theorem finiteDiagonal_entries (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : Corner (finiteProjection n p) (finiteProjection_projection n p hp)) : | |
| finiteMatrix n (fun i j => (p : GroupOperator G)*matrixEntry (x.val : GroupOperator (ℕ × G)) i.val j.val*(p : GroupOperator G))= | |
| (x.val : GroupOperator (ℕ × G)) := by | |
| rw [←finiteDiagonal_sandwich] | |
| change ((finiteProjection n p * x.val * finiteProjection n p : stabilization G) : GroupOperator (ℕ × G))=_ | |
| rw [x.property.1,x.property.2] | |
| end | |
| open scoped ENNReal | |
| variable {G : Type u_4} [Group G] | |
| abbrev FiniteCorner (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) := | |
| Corner (finiteProjection n p) (finiteProjection_projection n p hp) | |
| theorem finiteCorner_entry_sandwich (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : FiniteCorner n p hp) (i j : Fin n) : | |
| (p : GroupOperator G)*matrixEntry (x.val : GroupOperator (ℕ × G)) i.val j.val*(p : GroupOperator G)= | |
| matrixEntry (x.val : GroupOperator (ℕ × G)) i.val j.val := by | |
| have hh := congrArg (fun T : GroupOperator (ℕ × G) => matrixEntry T i.val j.val) | |
| (finiteDiagonal_entries n p hp x) | |
| rwa [matrixEntry_finiteMatrix] at hh | |
| def finiteCornerEntry (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : FiniteCorner n p hp) (i j : Fin n) : Corner p hp := by | |
| let T : groupVonNeumann G := ⟨matrixEntry (x.val : GroupOperator (ℕ × G)) i.val j.val, | |
| (mem_stabilization_iff_matrix _).mp x.val.property i.val j.val⟩ | |
| have hh : p*T*p=T := Subtype.ext (finiteCorner_entry_sandwich n p hp x i j) | |
| refine ⟨T,?_,?_⟩ | |
| · calc p*T=p*(p*T*p) := congrArg (p*·) hh.symm | |
| _=p*T*p := by rw [←mul_assoc,←mul_assoc,hp.isIdempotentElem.eq] | |
| _=T := hh | |
| · calc T*p=(p*T*p)*p := congrArg (·*p) hh.symm | |
| _=p*T*p := by rw [mul_assoc (p*T),hp.isIdempotentElem.eq] | |
| _=T := hh | |
| theorem finiteCorner_reconstruct (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : FiniteCorner n p hp) : | |
| finiteMatrix n (fun i j => ((finiteCornerEntry n p hp x i j).val : GroupOperator G))= | |
| (x.val : GroupOperator (ℕ × G)) := by | |
| have he : (fun i j : Fin n => ((finiteCornerEntry n p hp x i j).val : GroupOperator G))= | |
| (fun i j : Fin n => (p : GroupOperator G)*matrixEntry (x.val : GroupOperator (ℕ × G)) i.val j.val*(p : GroupOperator G)) := by | |
| funext i j | |
| exact (finiteCorner_entry_sandwich n p hp x i j).symm | |
| rw [he] | |
| exact finiteDiagonal_entries n p hp x | |
| theorem finiteCorner_ext (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x y : FiniteCorner n p hp) (h : ∀ i j,finiteCornerEntry n p hp x i j=finiteCornerEntry n p hp y i j) : x=y := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| rw [←finiteCorner_reconstruct n p hp x,←finiteCorner_reconstruct n p hp y] | |
| congr 1 | |
| funext i j | |
| rw [h i j] | |
| def finiteCornerOfMatrix (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (X : Fin n → Fin n → Corner p hp) : FiniteCorner n p hp := by | |
| let T : stabilization G := ⟨finiteMatrix n (fun i j => ((X i j).val : GroupOperator G)), | |
| finiteMatrix_mem n (fun i j => (X i j).val)⟩ | |
| refine ⟨T,?_,?_⟩ | |
| · apply Subtype.ext | |
| change finiteMatrix n (fun i j => if i=j then (p : GroupOperator G) else 0)*finiteMatrix n _=_ | |
| rw [finiteMatrix_mul] | |
| congr 1 | |
| funext i j | |
| simp only [ite_mul,zero_mul,Finset.sum_ite_eq,Finset.mem_univ,ite_true] | |
| exact congrArg Subtype.val (X i j).property.1 | |
| · apply Subtype.ext | |
| change finiteMatrix n _*finiteMatrix n (fun i j => if i=j then (p : GroupOperator G) else 0)=_ | |
| rw [finiteMatrix_mul] | |
| congr 1 | |
| funext i j | |
| simp only [mul_ite,mul_zero,Finset.sum_ite_eq',Finset.mem_univ,ite_true] | |
| exact congrArg Subtype.val (X i j).property.2 | |
| @[simp] theorem finiteCornerEntry_ofMatrix (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (X : Fin n → Fin n → Corner p hp) (i j : Fin n) : | |
| finiteCornerEntry n p hp (finiteCornerOfMatrix n p hp X) i j=X i j := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| exact matrixEntry_finiteMatrix n _ i j | |
| @[simp] theorem finiteCornerEntry_add (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x y : FiniteCorner n p hp) (i j : Fin n) : | |
| finiteCornerEntry n p hp (x+y) i j=finiteCornerEntry n p hp x i j+finiteCornerEntry n p hp y i j := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| ext ξ g | |
| simp [finiteCornerEntry,matrixEntry_apply] | |
| @[simp] theorem finiteCornerEntry_smul (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : FiniteCorner n p hp) (c : ℂ) (i j : Fin n) : | |
| finiteCornerEntry n p hp (c • x) i j=c • finiteCornerEntry n p hp x i j := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| ext ξ g | |
| simp [finiteCornerEntry,matrixEntry_apply] | |
| @[simp] theorem finiteCornerEntry_star (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x : FiniteCorner n p hp) (i j : Fin n) : | |
| finiteCornerEntry n p hp (star x) i j=star (finiteCornerEntry n p hp x j i) := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| exact matrixEntry_star _ i.val j.val | |
| theorem finiteCornerEntry_mul (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (x y : FiniteCorner n p hp) (i j : Fin n) : | |
| finiteCornerEntry n p hp (x*y) i j=∑ k : Fin n,finiteCornerEntry n p hp x i k*finiteCornerEntry n p hp y k j := by | |
| apply Subtype.ext | |
| apply Subtype.ext | |
| change matrixEntry ((x.val : GroupOperator (ℕ × G))*(y.val : GroupOperator (ℕ × G))) i.val j.val=_ | |
| rw [←finiteCorner_reconstruct n p hp x,←finiteCorner_reconstruct n p hp y,finiteMatrix_mul,matrixEntry_finiteMatrix] | |
| simp | |
| variable {H : Type u_5} [Group H] | |
| def finiteCornerIso (n : ℕ) (p : groupVonNeumann G) (hp : IsStarProjection p) | |
| (q : groupVonNeumann H) (hq : IsStarProjection q) (e : Corner p hp ≃⋆ₐ[ℂ] Corner q hq) : | |
| FiniteCorner n p hp ≃⋆ₐ[ℂ] FiniteCorner n q hq where | |
| toFun x := finiteCornerOfMatrix n q hq (fun i j => e (finiteCornerEntry n p hp x i j)) | |
| invFun x := finiteCornerOfMatrix n p hp (fun i j => e.symm (finiteCornerEntry n q hq x i j)) | |
| left_inv x := by | |
| apply finiteCorner_ext n p hp | |
| intro i j | |
| simp only [finiteCornerEntry_ofMatrix,StarAlgEquiv.symm_apply_apply] | |
| right_inv x := by | |
| apply finiteCorner_ext n q hq | |
| intro i j | |
| simp only [finiteCornerEntry_ofMatrix,StarAlgEquiv.apply_symm_apply] | |
| map_mul' x y := by | |
| apply finiteCorner_ext n q hq | |
| intro i j | |
| simp only [finiteCornerEntry_ofMatrix,finiteCornerEntry_mul] | |
| rw [map_sum] | |
| apply Finset.sum_congr rfl | |
| intro k _ | |
| exact e.map_mul' _ _ | |
| map_add' x y := by | |
| apply finiteCorner_ext n q hq | |
| intro i j | |
| simp only [finiteCornerEntry_add,finiteCornerEntry_ofMatrix] | |
| exact e.map_add' _ _ | |
| map_smul' c x := by | |
| apply finiteCorner_ext n q hq | |
| intro i j | |
| simp only [finiteCornerEntry_smul,finiteCornerEntry_ofMatrix] | |
| exact e.map_smul' c _ | |
| map_star' x := by | |
| apply finiteCorner_ext n q hq | |
| intro i j | |
| simp only [finiteCornerEntry_star,finiteCornerEntry_ofMatrix] | |
| exact e.map_star' _ | |
| end FreeGroupFactorMain.Amplification | |
| end | |
| end OAI | |