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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
71
74
theorem rank_mul_le_left [StrongRankCondition R] (A : Matrix m n R) (B : Matrix n o R) : (A * B).rank ≀ A.rank := by
rw [rank, rank, mulVecLin_mul] exact Cardinal.toNat_le_toNat (LinearMap.rank_comp_le_left _ _) (rank_lt_aleph0 _ _)
1,847
import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
77
81
theorem rank_mul_le_right [StrongRankCondition R] (A : Matrix m n R) (B : Matrix n o R) : (A * B).rank ≀ B.rank := by
rw [rank, rank, mulVecLin_mul] exact finrank_le_finrank_of_rank_le_rank (LinearMap.lift_rank_comp_le_right _ _) (rank_lt_aleph0 _ _)
1,847
import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
89
93
theorem rank_unit [StrongRankCondition R] [DecidableEq n] (A : (Matrix n n R)Λ£) : (A : Matrix n n R).rank = Fintype.card n := by
apply le_antisymm (rank_le_card_width (A : Matrix n n R)) _ have := rank_mul_le_left (A : Matrix n n R) (↑A⁻¹ : Matrix n n R) rwa [← Units.val_mul, mul_inv_self, Units.val_one, rank_one] at this
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
96
99
theorem rank_of_isUnit [StrongRankCondition R] [DecidableEq n] (A : Matrix n n R) (h : IsUnit A) : A.rank = Fintype.card n := by
obtain ⟨A, rfl⟩ := h exact rank_unit A
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
125
130
theorem rank_submatrix_le [StrongRankCondition R] [Fintype m] (f : n β†’ m) (e : n ≃ m) (A : Matrix m m R) : rank (A.submatrix f e) ≀ rank A := by
rw [rank, rank, mulVecLin_submatrix, LinearMap.range_comp, LinearMap.range_comp, show LinearMap.funLeft R R e.symm = LinearEquiv.funCongrLeft R R e.symm from rfl, LinearEquiv.range, Submodule.map_top] exact Submodule.finrank_map_le _ _
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
133
136
theorem rank_reindex [Fintype m] (e₁ eβ‚‚ : m ≃ n) (A : Matrix m m R) : rank (reindex e₁ eβ‚‚ A) = rank A := by
rw [rank, rank, mulVecLin_reindex, LinearMap.range_comp, LinearMap.range_comp, LinearEquiv.range, Submodule.map_top, LinearEquiv.finrank_map_eq]
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
140
142
theorem rank_submatrix [Fintype m] (A : Matrix m m R) (e₁ eβ‚‚ : n ≃ m) : rank (A.submatrix e₁ eβ‚‚) = rank A := by
simpa only [reindex_apply] using rank_reindex e₁.symm eβ‚‚.symm A
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
217
220
theorem ker_mulVecLin_conjTranspose_mul_self (A : Matrix m n R) : LinearMap.ker (Aα΄΄ * A).mulVecLin = LinearMap.ker (mulVecLin A) := by
ext x simp only [LinearMap.mem_ker, mulVecLin_apply, conjTranspose_mul_self_mulVec_eq_zero]
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import Mathlib.LinearAlgebra.Matrix.DotProduct import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.Diagonal #align_import data.matrix.rank from "leanprover-community/mathlib"@"17219820a8aa8abe85adf5dfde19af1dd1bd8ae7" open Matrix namespace Matrix open FiniteDimensional variable {l m n ...
Mathlib/Data/Matrix/Rank.lean
255
264
theorem ker_mulVecLin_transpose_mul_self (A : Matrix m n R) : LinearMap.ker (Aα΅€ * A).mulVecLin = LinearMap.ker (mulVecLin A) := by
ext x simp only [LinearMap.mem_ker, mulVecLin_apply, ← mulVec_mulVec] constructor Β· intro h replace h := congr_arg (dotProduct x) h rwa [dotProduct_mulVec, dotProduct_zero, vecMul_transpose, dotProduct_self_eq_zero] at h Β· intro h rw [h, mulVec_zero]
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import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
60
62
theorem rotation_trans (a b : circle) : (rotation a).trans (rotation b) = rotation (b * a) := by
ext1 simp
1,848
import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
65
71
theorem rotation_ne_conjLIE (a : circle) : rotation a β‰  conjLIE := by
intro h have h1 : rotation a 1 = conj 1 := LinearIsometryEquiv.congr_fun h 1 have hI : rotation a I = conj I := LinearIsometryEquiv.congr_fun h I rw [rotation_apply, RingHom.map_one, mul_one] at h1 rw [rotation_apply, conj_I, ← neg_one_mul, mul_left_inj' I_ne_zero, h1, eq_neg_self_iff] at hI exact one_ne_z...
1,848
import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
90
93
theorem LinearIsometry.re_apply_eq_re_of_add_conj_eq (f : β„‚ β†’β‚—α΅’[ℝ] β„‚) (h₃ : βˆ€ z, z + conj z = f z + conj (f z)) (z : β„‚) : (f z).re = z.re := by
simpa [ext_iff, add_re, add_im, conj_re, conj_im, ← two_mul, show (2 : ℝ) β‰  0 by simp [two_ne_zero]] using (h₃ z).symm
1,848
import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
96
101
theorem LinearIsometry.im_apply_eq_im_or_neg_of_re_apply_eq_re {f : β„‚ β†’β‚—α΅’[ℝ] β„‚} (hβ‚‚ : βˆ€ z, (f z).re = z.re) (z : β„‚) : (f z).im = z.im ∨ (f z).im = -z.im := by
have h₁ := f.norm_map z simp only [Complex.abs_def, norm_eq_abs] at h₁ rwa [Real.sqrt_inj (normSq_nonneg _) (normSq_nonneg _), normSq_apply (f z), normSq_apply z, hβ‚‚, add_left_cancel_iff, mul_self_eq_mul_self_iff] at h₁
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import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
104
116
theorem LinearIsometry.im_apply_eq_im {f : β„‚ β†’β‚—α΅’[ℝ] β„‚} (h : f 1 = 1) (z : β„‚) : z + conj z = f z + conj (f z) := by
have : β€–f z - 1β€– = β€–z - 1β€– := by rw [← f.norm_map (z - 1), f.map_sub, h] apply_fun fun x => x ^ 2 at this simp only [norm_eq_abs, ← normSq_eq_abs] at this rw [← ofReal_inj, ← mul_conj, ← mul_conj] at this rw [RingHom.map_sub, RingHom.map_sub] at this simp only [sub_mul, mul_sub, one_mul, mul_one] at this ...
1,848
import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
119
122
theorem LinearIsometry.re_apply_eq_re {f : β„‚ β†’β‚—α΅’[ℝ] β„‚} (h : f 1 = 1) (z : β„‚) : (f z).re = z.re := by
apply LinearIsometry.re_apply_eq_re_of_add_conj_eq intro z apply LinearIsometry.im_apply_eq_im h
1,848
import Mathlib.Analysis.Complex.Circle import Mathlib.LinearAlgebra.Determinant import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup #align_import analysis.complex.isometry from "leanprover-community/mathlib"@"ae690b0c236e488a0043f6faa8ce3546e7f2f9c5" noncomputable section open Complex open ComplexConjugate ...
Mathlib/Analysis/Complex/Isometry.lean
125
139
theorem linear_isometry_complex_aux {f : β„‚ ≃ₗᡒ[ℝ] β„‚} (h : f 1 = 1) : f = LinearIsometryEquiv.refl ℝ β„‚ ∨ f = conjLIE := by
have h0 : f I = I ∨ f I = -I := by simp only [ext_iff, ← and_or_left, neg_re, I_re, neg_im, neg_zero] constructor Β· rw [← I_re] exact @LinearIsometry.re_apply_eq_re f.toLinearIsometry h I Β· apply @LinearIsometry.im_apply_eq_im_or_neg_of_re_apply_eq_re f.toLinearIsometry intro z rw [...
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import Mathlib.LinearAlgebra.Matrix.NonsingularInverse #align_import linear_algebra.symplectic_group from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" open Matrix variable {l R : Type*} namespace Matrix variable (l) [DecidableEq l] (R) [CommRing R] section JMatrixLemmas def J : ...
Mathlib/LinearAlgebra/SymplecticGroup.lean
43
46
theorem J_transpose : (J l R)α΅€ = -J l R := by
rw [J, fromBlocks_transpose, ← neg_one_smul R (fromBlocks _ _ _ _ : Matrix (l βŠ• l) (l βŠ• l) R), fromBlocks_smul, Matrix.transpose_zero, Matrix.transpose_one, transpose_neg] simp [fromBlocks]
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import Mathlib.LinearAlgebra.Matrix.NonsingularInverse #align_import linear_algebra.symplectic_group from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" open Matrix variable {l R : Type*} namespace Matrix variable (l) [DecidableEq l] (R) [CommRing R] section JMatrixLemmas def J : ...
Mathlib/LinearAlgebra/SymplecticGroup.lean
52
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theorem J_squared : J l R * J l R = -1 := by
rw [J, fromBlocks_multiply] simp only [Matrix.zero_mul, Matrix.neg_mul, zero_add, neg_zero, Matrix.one_mul, add_zero] rw [← neg_zero, ← Matrix.fromBlocks_neg, ← fromBlocks_one]
1,849
import Mathlib.LinearAlgebra.Matrix.NonsingularInverse #align_import linear_algebra.symplectic_group from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" open Matrix variable {l R : Type*} namespace Matrix variable (l) [DecidableEq l] (R) [CommRing R] section JMatrixLemmas def J : ...
Mathlib/LinearAlgebra/SymplecticGroup.lean
59
62
theorem J_inv : (J l R)⁻¹ = -J l R := by
refine Matrix.inv_eq_right_inv ?_ rw [Matrix.mul_neg, J_squared] exact neg_neg 1
1,849
import Mathlib.LinearAlgebra.Matrix.NonsingularInverse #align_import linear_algebra.symplectic_group from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" open Matrix variable {l R : Type*} namespace Matrix variable (l) [DecidableEq l] (R) [CommRing R] section JMatrixLemmas def J : ...
Mathlib/LinearAlgebra/SymplecticGroup.lean
66
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theorem J_det_mul_J_det : det (J l R) * det (J l R) = 1 := by
rw [← det_mul, J_squared, ← one_smul R (-1 : Matrix _ _ R), smul_neg, ← neg_smul, det_smul, Fintype.card_sum, det_one, mul_one] apply Even.neg_one_pow exact even_add_self _
1,849
import Mathlib.LinearAlgebra.FiniteDimensional import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.RingTheory.Localization.FractionRing import Mathlib.Rin...
Mathlib/LinearAlgebra/Matrix/ToLinearEquiv.lean
114
132
theorem exists_mulVec_eq_zero_iff_aux {K : Type*} [DecidableEq n] [Field K] {M : Matrix n n K} : (βˆƒ v β‰  0, M *α΅₯ v = 0) ↔ M.det = 0 := by
constructor Β· rintro ⟨v, hv, mul_eq⟩ contrapose! hv exact eq_zero_of_mulVec_eq_zero hv mul_eq Β· contrapose! intro h have : Function.Injective (Matrix.toLin' M) := by simpa only [← LinearMap.ker_eq_bot, ker_toLin'_eq_bot_iff, not_imp_not] using h have : M * LinearMap.toMa...
1,850
import Mathlib.LinearAlgebra.FiniteDimensional import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.RingTheory.Localization.FractionRing import Mathlib.Rin...
Mathlib/LinearAlgebra/Matrix/ToLinearEquiv.lean
135
167
theorem exists_mulVec_eq_zero_iff' {A : Type*} (K : Type*) [DecidableEq n] [CommRing A] [Nontrivial A] [Field K] [Algebra A K] [IsFractionRing A K] {M : Matrix n n A} : (βˆƒ v β‰  0, M *α΅₯ v = 0) ↔ M.det = 0 := by
have : (βˆƒ v β‰  0, (algebraMap A K).mapMatrix M *α΅₯ v = 0) ↔ _ := exists_mulVec_eq_zero_iff_aux rw [← RingHom.map_det, IsFractionRing.to_map_eq_zero_iff] at this refine Iff.trans ?_ this; constructor <;> rintro ⟨v, hv, mul_eq⟩ Β· refine ⟨fun i => algebraMap _ _ (v i), mt (fun h => funext fun i => ?_) hv, ?_⟩ ...
1,850
import Mathlib.LinearAlgebra.FiniteDimensional import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.RingTheory.Localization.FractionRing import Mathlib.Rin...
Mathlib/LinearAlgebra/Matrix/ToLinearEquiv.lean
175
177
theorem exists_vecMul_eq_zero_iff {A : Type*} [DecidableEq n] [CommRing A] [IsDomain A] {M : Matrix n n A} : (βˆƒ v β‰  0, v α΅₯* M = 0) ↔ M.det = 0 := by
simpa only [← M.det_transpose, ← mulVec_transpose] using exists_mulVec_eq_zero_iff
1,850
import Mathlib.LinearAlgebra.FiniteDimensional import Mathlib.LinearAlgebra.Matrix.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.RingTheory.Localization.FractionRing import Mathlib.Rin...
Mathlib/LinearAlgebra/Matrix/ToLinearEquiv.lean
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theorem nondegenerate_iff_det_ne_zero {A : Type*} [DecidableEq n] [CommRing A] [IsDomain A] {M : Matrix n n A} : Nondegenerate M ↔ M.det β‰  0 := by
rw [ne_eq, ← exists_vecMul_eq_zero_iff] push_neg constructor Β· intro hM v hv hMv obtain ⟨w, hwMv⟩ := hM.exists_not_ortho_of_ne_zero hv simp [dotProduct_mulVec, hMv, zero_dotProduct, ne_eq, not_true] at hwMv Β· intro h v hv refine not_imp_not.mp (h v) (funext fun i => ?_) simpa only [dotProduct...
1,850
import Mathlib.LinearAlgebra.FinsuppVectorSpace import Mathlib.LinearAlgebra.Matrix.Basis import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLinearEquiv import Mathlib.LinearAlgebra.SesquilinearForm import Mathlib.LinearAlgebra...
Mathlib/LinearAlgebra/Matrix/SesquilinearForm.lean
66
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theorem Matrix.toLinearMapβ‚‚'Aux_stdBasis (f : Matrix n m R) (i : n) (j : m) : f.toLinearMapβ‚‚'Aux σ₁ Οƒβ‚‚ (LinearMap.stdBasis R₁ (fun _ => R₁) i 1) (LinearMap.stdBasis Rβ‚‚ (fun _ => Rβ‚‚) j 1) = f i j := by
rw [Matrix.toLinearMapβ‚‚'Aux, mkβ‚‚'β‚›β‚—_apply] have : (βˆ‘ i', βˆ‘ j', (if i = i' then 1 else 0) * f i' j' * if j = j' then 1 else 0) = f i j := by simp_rw [mul_assoc, ← Finset.mul_sum] simp only [boole_mul, Finset.sum_ite_eq, Finset.mem_univ, if_true, mul_comm (f _ _)] rw [← this] exact Finset.sum_congr rfl f...
1,851
import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
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theorem polar_add (f g : M β†’ R) (x y : M) : polar (f + g) x y = polar f x y + polar g x y := by
simp only [polar, Pi.add_apply] abel
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import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
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theorem polar_neg (f : M β†’ R) (x y : M) : polar (-f) x y = -polar f x y := by
simp only [polar, Pi.neg_apply, sub_eq_add_neg, neg_add]
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import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
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theorem polar_smul [Monoid S] [DistribMulAction S R] (f : M β†’ R) (s : S) (x y : M) : polar (s β€’ f) x y = s β€’ polar f x y := by
simp only [polar, Pi.smul_apply, smul_sub]
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import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
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theorem polar_comm (f : M β†’ R) (x y : M) : polar f x y = polar f y x := by
rw [polar, polar, add_comm, sub_sub, sub_sub, add_comm (f x) (f y)]
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import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
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theorem polar_add_left_iff {f : M β†’ R} {x x' y : M} : polar f (x + x') y = polar f x y + polar f x' y ↔ f (x + x' + y) + (f x + f x' + f y) = f (x + x') + f (x' + y) + f (y + x) := by
simp only [← add_assoc] simp only [polar, sub_eq_iff_eq_add, eq_sub_iff_add_eq, sub_add_eq_add_sub, add_sub] simp only [add_right_comm _ (f y) _, add_right_comm _ (f x') (f x)] rw [add_comm y x, add_right_comm _ _ (f (x + y)), add_comm _ (f (x + y)), add_right_comm (f (x + y)), add_left_inj]
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import Mathlib.LinearAlgebra.Matrix.Determinant.Basic import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.LinearAlgebra.Matrix.Symmetric #align_import linear_algebra.quadratic_form.basic from "leanprover-community/mathlib"@"d11f435d4e34a6cea0a1797d6b625b0c170be845" universe u v w variable {S T : ...
Mathlib/LinearAlgebra/QuadraticForm/Basic.lean
126
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theorem polar_comp {F : Type*} [CommRing S] [FunLike F R S] [AddMonoidHomClass F R S] (f : M β†’ R) (g : F) (x y : M) : polar (g ∘ f) x y = g (polar f x y) := by
simp only [polar, Pi.smul_apply, Function.comp_apply, map_sub]
1,852
import Mathlib.LinearAlgebra.BilinearForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.Basic universe uR uA uM₁ uMβ‚‚ variable {R : Type uR} {A : Type uA} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} open TensorProduct open LinearMap (BilinForm) namespace QuadraticForm section CommRing variable [CommRing R] [CommR...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct.lean
69
75
theorem associated_tmul [Invertible (2 : A)] (Q₁ : QuadraticForm A M₁) (Qβ‚‚ : QuadraticForm R Mβ‚‚) : associated (R := A) (Q₁.tmul Qβ‚‚) = (associated (R := A) Q₁).tmul (associated (R := R) Qβ‚‚) := by
rw [QuadraticForm.tmul, tensorDistrib, BilinForm.tmul] dsimp have : Subsingleton (Invertible (2 : A)) := inferInstance convert associated_left_inverse A ((associated_isSymm A Q₁).tmul (associated_isSymm R Qβ‚‚))
1,853
import Mathlib.LinearAlgebra.BilinearForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.Basic universe uR uA uM₁ uMβ‚‚ variable {R : Type uR} {A : Type uA} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} open TensorProduct open LinearMap (BilinForm) namespace QuadraticForm section CommRing variable [CommRing R] [CommR...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct.lean
77
82
theorem polarBilin_tmul [Invertible (2 : A)] (Q₁ : QuadraticForm A M₁) (Qβ‚‚ : QuadraticForm R Mβ‚‚) : polarBilin (Q₁.tmul Qβ‚‚) = β…Ÿ(2 : A) β€’ (polarBilin Q₁).tmul (polarBilin Qβ‚‚) := by
simp_rw [← two_nsmul_associated A, ← two_nsmul_associated R, BilinForm.tmul, tmul_smul, ← smul_tmul', map_nsmul, associated_tmul] rw [smul_comm (_ : A) (_ : β„•), ← smul_assoc, two_smul _ (_ : A), invOf_two_add_invOf_two, one_smul]
1,853
import Mathlib.LinearAlgebra.BilinearForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.Basic universe uR uA uM₁ uMβ‚‚ variable {R : Type uR} {A : Type uA} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} open TensorProduct open LinearMap (BilinForm) namespace QuadraticForm section CommRing variable [CommRing R] [CommR...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct.lean
95
99
theorem associated_baseChange [Invertible (2 : A)] (Q : QuadraticForm R Mβ‚‚) : associated (R := A) (Q.baseChange A) = (associated (R := R) Q).baseChange A := by
dsimp only [QuadraticForm.baseChange, LinearMap.baseChange] rw [associated_tmul (QuadraticForm.sq (R := A)) Q, associated_sq] exact rfl
1,853
import Mathlib.LinearAlgebra.BilinearForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.Basic universe uR uA uM₁ uMβ‚‚ variable {R : Type uR} {A : Type uA} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} open TensorProduct open LinearMap (BilinForm) namespace QuadraticForm section CommRing variable [CommRing R] [CommR...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct.lean
101
105
theorem polarBilin_baseChange [Invertible (2 : A)] (Q : QuadraticForm R Mβ‚‚) : polarBilin (Q.baseChange A) = (polarBilin Q).baseChange A := by
rw [QuadraticForm.baseChange, BilinForm.baseChange, polarBilin_tmul, BilinForm.tmul, ← LinearMap.map_smul, smul_tmul', ← two_nsmul_associated R, coe_associatedHom, associated_sq, smul_comm, ← smul_assoc, two_smul, invOf_two_add_invOf_two, one_smul]
1,853
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.IsometryEquiv suppress_compilation universe uR uM₁ uMβ‚‚ uM₃ uMβ‚„ variable {R : Type uR} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} {M₃ : Type uM₃} {Mβ‚„ : Type uMβ‚„} open scoped TensorProduct namespace QuadraticForm variable [Co...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct/Isometries.lean
37
46
theorem tmul_comp_tensorMap {Q₁ : QuadraticForm R M₁} {Qβ‚‚ : QuadraticForm R Mβ‚‚} {Q₃ : QuadraticForm R M₃} {Qβ‚„ : QuadraticForm R Mβ‚„} (f : Q₁ β†’qα΅’ Qβ‚‚) (g : Q₃ β†’qα΅’ Qβ‚„) : (Qβ‚‚.tmul Qβ‚„).comp (TensorProduct.map f.toLinearMap g.toLinearMap) = Q₁.tmul Q₃ := by
have h₁ : Q₁ = Qβ‚‚.comp f.toLinearMap := QuadraticForm.ext fun x => (f.map_app x).symm have h₃ : Q₃ = Qβ‚„.comp g.toLinearMap := QuadraticForm.ext fun x => (g.map_app x).symm refine (QuadraticForm.associated_rightInverse R).injective ?_ ext m₁ m₃ m₁' m₃' simp [-associated_apply, h₁, h₃, associated_tmul]
1,854
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.IsometryEquiv suppress_compilation universe uR uM₁ uMβ‚‚ uM₃ uMβ‚„ variable {R : Type uR} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} {M₃ : Type uM₃} {Mβ‚„ : Type uMβ‚„} open scoped TensorProduct namespace QuadraticForm variable [Co...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct/Isometries.lean
79
85
theorem tmul_comp_tensorComm (Q₁ : QuadraticForm R M₁) (Qβ‚‚ : QuadraticForm R Mβ‚‚) : (Qβ‚‚.tmul Q₁).comp (TensorProduct.comm R M₁ Mβ‚‚) = Q₁.tmul Qβ‚‚ := by
refine (QuadraticForm.associated_rightInverse R).injective ?_ ext m₁ mβ‚‚ m₁' mβ‚‚' dsimp [-associated_apply] simp only [associated_tmul, QuadraticForm.associated_comp] exact mul_comm _ _
1,854
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.IsometryEquiv suppress_compilation universe uR uM₁ uMβ‚‚ uM₃ uMβ‚„ variable {R : Type uR} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} {M₃ : Type uM₃} {Mβ‚„ : Type uMβ‚„} open scoped TensorProduct namespace QuadraticForm variable [Co...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct/Isometries.lean
114
121
theorem tmul_comp_tensorAssoc (Q₁ : QuadraticForm R M₁) (Qβ‚‚ : QuadraticForm R Mβ‚‚) (Q₃ : QuadraticForm R M₃) : (Q₁.tmul (Qβ‚‚.tmul Q₃)).comp (TensorProduct.assoc R M₁ Mβ‚‚ M₃) = (Q₁.tmul Qβ‚‚).tmul Q₃ := by
refine (QuadraticForm.associated_rightInverse R).injective ?_ ext m₁ mβ‚‚ m₁' mβ‚‚' m₁'' mβ‚‚'' dsimp [-associated_apply] simp only [associated_tmul, QuadraticForm.associated_comp] exact mul_assoc _ _ _
1,854
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.IsometryEquiv suppress_compilation universe uR uM₁ uMβ‚‚ uM₃ uMβ‚„ variable {R : Type uR} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} {M₃ : Type uM₃} {Mβ‚„ : Type uMβ‚„} open scoped TensorProduct namespace QuadraticForm variable [Co...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct/Isometries.lean
153
159
theorem comp_tensorRId_eq (Q₁ : QuadraticForm R M₁) : Q₁.comp (TensorProduct.rid R M₁) = Q₁.tmul (sq (R := R)) := by
refine (QuadraticForm.associated_rightInverse R).injective ?_ ext m₁ m₁' dsimp [-associated_apply] simp only [associated_tmul, QuadraticForm.associated_comp] simp [-associated_apply, one_mul]
1,854
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.QuadraticForm.IsometryEquiv suppress_compilation universe uR uM₁ uMβ‚‚ uM₃ uMβ‚„ variable {R : Type uR} {M₁ : Type uM₁} {Mβ‚‚ : Type uMβ‚‚} {M₃ : Type uM₃} {Mβ‚„ : Type uMβ‚„} open scoped TensorProduct namespace QuadraticForm variable [Co...
Mathlib/LinearAlgebra/QuadraticForm/TensorProduct/Isometries.lean
186
192
theorem comp_tensorLId_eq (Qβ‚‚ : QuadraticForm R Mβ‚‚) : Qβ‚‚.comp (TensorProduct.lid R Mβ‚‚) = (sq (R := R)).tmul Qβ‚‚ := by
refine (QuadraticForm.associated_rightInverse R).injective ?_ ext mβ‚‚ mβ‚‚' dsimp [-associated_apply] simp only [associated_tmul, QuadraticForm.associated_comp] simp [-associated_apply, mul_one]
1,854
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.CliffordAlgebra.Conjugation import Mathlib.LinearAlgebra.TensorProduct.Opposite import Mathlib.RingTheory.TensorProduct.Basic variable {R A V : Type*} variable [CommRing R] [CommRing A] [AddCommGroup V] variable [Algebra R A] [Mod...
Mathlib/LinearAlgebra/CliffordAlgebra/BaseChange.lean
104
113
theorem toBaseChange_comp_involute (Q : QuadraticForm R V) : (toBaseChange A Q).comp (involute : CliffordAlgebra (Q.baseChange A) →ₐ[A] _) = (Algebra.TensorProduct.map (AlgHom.id _ _) involute).comp (toBaseChange A Q) := by
ext v show toBaseChange A Q (involute (ΞΉ (Q.baseChange A) (1 βŠ—β‚œ[R] v))) = (Algebra.TensorProduct.map (AlgHom.id _ _) involute : A βŠ—[R] CliffordAlgebra Q →ₐ[A] _) (toBaseChange A Q (ΞΉ (Q.baseChange A) (1 βŠ—β‚œ[R] v))) rw [toBaseChange_ΞΉ, involute_ΞΉ, map_neg (toBaseChange A Q), toBaseChange_ΞΉ, A...
1,855
import Mathlib.LinearAlgebra.QuadraticForm.TensorProduct import Mathlib.LinearAlgebra.CliffordAlgebra.Conjugation import Mathlib.LinearAlgebra.TensorProduct.Opposite import Mathlib.RingTheory.TensorProduct.Basic variable {R A V : Type*} variable [CommRing R] [CommRing A] [AddCommGroup V] variable [Algebra R A] [Mod...
Mathlib/LinearAlgebra/CliffordAlgebra/BaseChange.lean
124
137
theorem toBaseChange_comp_reverseOp (Q : QuadraticForm R V) : (toBaseChange A Q).op.comp reverseOp = ((Algebra.TensorProduct.opAlgEquiv R A A (CliffordAlgebra Q)).toAlgHom.comp <| (Algebra.TensorProduct.map (AlgEquiv.toOpposite A A).toAlgHom (reverseOp (Q := Q))).comp (toBaseChange A...
ext v show op (toBaseChange A Q (reverse (ΞΉ (Q.baseChange A) (1 βŠ—β‚œ[R] v)))) = Algebra.TensorProduct.opAlgEquiv R A A (CliffordAlgebra Q) (Algebra.TensorProduct.map (AlgEquiv.toOpposite A A).toAlgHom (reverseOp (Q := Q)) (toBaseChange A Q (ΞΉ (Q.baseChange A) (1 βŠ—β‚œ[R] v)))) rw [toBaseChange_ΞΉ, re...
1,855
import Mathlib.LinearAlgebra.Matrix.Basis import Mathlib.LinearAlgebra.Matrix.Nondegenerate import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.LinearAlgebra.Matrix.ToLinearEquiv import Mathlib.LinearAlgebra.BilinearForm.Properties import Mathlib.LinearAlgebra.Matrix.SesquilinearForm #align_import l...
Mathlib/LinearAlgebra/Matrix/BilinearForm.lean
88
93
theorem toBilin'Aux_toMatrixAux [DecidableEq n] (Bβ‚‚ : BilinForm Rβ‚‚ (n β†’ Rβ‚‚)) : -- Porting note: had to hint the base ring even though it should be clear from context... Matrix.toBilin'Aux (BilinForm.toMatrixAux (Rβ‚‚ := Rβ‚‚) (fun j => stdBasis Rβ‚‚ (fun _ => Rβ‚‚) j 1) Bβ‚‚) = Bβ‚‚ := by
rw [BilinForm.toMatrixAux, Matrix.toBilin'Aux, toLinearMapβ‚‚'Aux_toMatrixβ‚‚Aux]
1,856
import Mathlib.Algebra.Lie.OfAssociative import Mathlib.LinearAlgebra.Matrix.Reindex import Mathlib.LinearAlgebra.Matrix.ToLinearEquiv #align_import algebra.lie.matrix from "leanprover-community/mathlib"@"55e2dfde0cff928ce5c70926a3f2c7dee3e2dd99" universe u v w w₁ wβ‚‚ section Matrices open scoped Matrix variabl...
Mathlib/Algebra/Lie/Matrix.lean
69
72
theorem Matrix.lieConj_apply (P A : Matrix n n R) (h : Invertible P) : P.lieConj h A = P * A * P⁻¹ := by
simp [LinearEquiv.conj_apply, Matrix.lieConj, LinearMap.toMatrix'_comp, LinearMap.toMatrix'_toLin']
1,857
import Mathlib.Algebra.Lie.OfAssociative import Mathlib.LinearAlgebra.Matrix.Reindex import Mathlib.LinearAlgebra.Matrix.ToLinearEquiv #align_import algebra.lie.matrix from "leanprover-community/mathlib"@"55e2dfde0cff928ce5c70926a3f2c7dee3e2dd99" universe u v w w₁ wβ‚‚ section Matrices open scoped Matrix variabl...
Mathlib/Algebra/Lie/Matrix.lean
76
79
theorem Matrix.lieConj_symm_apply (P A : Matrix n n R) (h : Invertible P) : (P.lieConj h).symm A = P⁻¹ * A * P := by
simp [LinearEquiv.symm_conj_apply, Matrix.lieConj, LinearMap.toMatrix'_comp, LinearMap.toMatrix'_toLin']
1,857
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointEndomorphisms open LinearMap (BilinF...
Mathlib/Algebra/Lie/SkewAdjoint.lean
46
53
theorem LinearMap.BilinForm.isSkewAdjoint_bracket {f g : Module.End R M} (hf : f ∈ B.skewAdjointSubmodule) (hg : g ∈ B.skewAdjointSubmodule) : ⁅f, g⁆ ∈ B.skewAdjointSubmodule := by
rw [mem_skewAdjointSubmodule] at * have hfg : IsAdjointPair B B (f * g) (g * f) := by rw [← neg_mul_neg g f]; exact hf.mul hg have hgf : IsAdjointPair B B (g * f) (f * g) := by rw [← neg_mul_neg f g]; exact hg.mul hf change IsAdjointPair B B (f * g - g * f) (-(f * g - g * f)); rw [neg_sub] exact hfg.sub hgf
1,858
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointEndomorphisms open LinearMap (BilinF...
Mathlib/Algebra/Lie/SkewAdjoint.lean
77
80
theorem skewAdjointLieSubalgebraEquiv_apply (f : skewAdjointLieSubalgebra (B.compl₁₂ (Qβ‚— := N) (Qβ‚—' := N) ↑e ↑e)) : ↑(skewAdjointLieSubalgebraEquiv B e f) = e.lieConj f := by
simp [skewAdjointLieSubalgebraEquiv]
1,858
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointEndomorphisms open LinearMap (BilinF...
Mathlib/Algebra/Lie/SkewAdjoint.lean
84
86
theorem skewAdjointLieSubalgebraEquiv_symm_apply (f : skewAdjointLieSubalgebra B) : ↑((skewAdjointLieSubalgebraEquiv B e).symm f) = e.symm.lieConj f := by
simp [skewAdjointLieSubalgebraEquiv]
1,858
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointMatrices open scoped Matrix variabl...
Mathlib/Algebra/Lie/SkewAdjoint.lean
103
112
theorem Matrix.isSkewAdjoint_bracket {A B : Matrix n n R} (hA : A ∈ skewAdjointMatricesSubmodule J) (hB : B ∈ skewAdjointMatricesSubmodule J) : ⁅A, B⁆ ∈ skewAdjointMatricesSubmodule J := by
simp only [mem_skewAdjointMatricesSubmodule] at * change ⁅A, B⁆ᡀ * J = J * (-⁅A, B⁆) change Aα΅€ * J = J * (-A) at hA change Bα΅€ * J = J * (-B) at hB rw [Matrix.lie_transpose, LieRing.of_associative_ring_bracket, LieRing.of_associative_ring_bracket, sub_mul, mul_assoc, mul_assoc, hA, hB, ← mul_assoc, ← ...
1,858
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointMatrices open scoped Matrix variabl...
Mathlib/Algebra/Lie/SkewAdjoint.lean
142
145
theorem skewAdjointMatricesLieSubalgebraEquiv_apply (P : Matrix n n R) (h : Invertible P) (A : skewAdjointMatricesLieSubalgebra J) : ↑(skewAdjointMatricesLieSubalgebraEquiv J P h A) = P⁻¹ * (A : Matrix n n R) * P := by
simp [skewAdjointMatricesLieSubalgebraEquiv]
1,858
import Mathlib.Algebra.Lie.Matrix import Mathlib.LinearAlgebra.Matrix.SesquilinearForm import Mathlib.Tactic.NoncommRing #align_import algebra.lie.skew_adjoint from "leanprover-community/mathlib"@"075b3f7d19b9da85a0b54b3e33055a74fc388dec" universe u v w w₁ section SkewAdjointMatrices open scoped Matrix variabl...
Mathlib/Algebra/Lie/SkewAdjoint.lean
170
176
theorem mem_skewAdjointMatricesLieSubalgebra_unit_smul (u : RΛ£) (J A : Matrix n n R) : A ∈ skewAdjointMatricesLieSubalgebra (u β€’ J) ↔ A ∈ skewAdjointMatricesLieSubalgebra J := by
change A ∈ skewAdjointMatricesSubmodule (u β€’ J) ↔ A ∈ skewAdjointMatricesSubmodule J simp only [mem_skewAdjointMatricesSubmodule, Matrix.IsSkewAdjoint, Matrix.IsAdjointPair] constructor <;> intro h Β· simpa using congr_arg (fun B => u⁻¹ β€’ B) h Β· simp [h]
1,858
import Mathlib.LinearAlgebra.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.Algebra.Star.Unitary #align_import linear_algebra.unitary_group from "leanprover-community/mathlib"@"2705404e701abc6b3127da906f40bae062a169c9" universe u ...
Mathlib/LinearAlgebra/UnitaryGroup.lean
66
68
theorem mem_unitaryGroup_iff : A ∈ Matrix.unitaryGroup n Ξ± ↔ A * star A = 1 := by
refine ⟨And.right, fun hA => ⟨?_, hA⟩⟩ simpa only [mul_eq_one_comm] using hA
1,859
import Mathlib.LinearAlgebra.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.Algebra.Star.Unitary #align_import linear_algebra.unitary_group from "leanprover-community/mathlib"@"2705404e701abc6b3127da906f40bae062a169c9" universe u ...
Mathlib/LinearAlgebra/UnitaryGroup.lean
71
73
theorem mem_unitaryGroup_iff' : A ∈ Matrix.unitaryGroup n Ξ± ↔ star A * A = 1 := by
refine ⟨And.left, fun hA => ⟨hA, ?_⟩⟩ rwa [mul_eq_one_comm] at hA
1,859
import Mathlib.LinearAlgebra.GeneralLinearGroup import Mathlib.LinearAlgebra.Matrix.ToLin import Mathlib.LinearAlgebra.Matrix.NonsingularInverse import Mathlib.Algebra.Star.Unitary #align_import linear_algebra.unitary_group from "leanprover-community/mathlib"@"2705404e701abc6b3127da906f40bae062a169c9" universe u ...
Mathlib/LinearAlgebra/UnitaryGroup.lean
76
80
theorem det_of_mem_unitary {A : Matrix n n α} (hA : A ∈ Matrix.unitaryGroup n α) : A.det ∈ unitary α := by
constructor Β· simpa [star, det_transpose] using congr_arg det hA.1 Β· simpa [star, det_transpose] using congr_arg det hA.2
1,859
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
55
57
theorem charmatrix_apply_eq : charmatrix M i i = (X : R[X]) - C (M i i) := by
simp only [charmatrix, RingHom.mapMatrix_apply, sub_apply, scalar_apply, map_apply, diagonal_apply_eq]
1,860
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
62
64
theorem charmatrix_apply_ne (h : i β‰  j) : charmatrix M i j = -C (M i j) := by
simp only [charmatrix, RingHom.mapMatrix_apply, sub_apply, scalar_apply, diagonal_apply_ne _ h, map_apply, sub_eq_neg_self]
1,860
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
67
76
theorem matPolyEquiv_charmatrix : matPolyEquiv (charmatrix M) = X - C M := by
ext k i j simp only [matPolyEquiv_coeff_apply, coeff_sub, Pi.sub_apply] by_cases h : i = j Β· subst h rw [charmatrix_apply_eq, coeff_sub] simp only [coeff_X, coeff_C] split_ifs <;> simp Β· rw [charmatrix_apply_ne _ _ _ h, coeff_X, coeff_neg, coeff_C, coeff_C] split_ifs <;> simp [h]
1,860
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
79
83
theorem charmatrix_reindex (e : n ≃ m) : charmatrix (reindex e e M) = reindex e e (charmatrix M) := by
ext i j x by_cases h : i = j all_goals simp [h]
1,860
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
103
106
theorem charpoly_reindex (e : n ≃ m) (M : Matrix n n R) : (reindex e e M).charpoly = M.charpoly := by
unfold Matrix.charpoly rw [charmatrix_reindex, Matrix.det_reindex_self]
1,860
import Mathlib.LinearAlgebra.Matrix.Adjugate import Mathlib.RingTheory.PolynomialAlgebra #align_import linear_algebra.matrix.charpoly.basic from "leanprover-community/mathlib"@"70fd9563a21e7b963887c9360bd29b2393e6225a" noncomputable section universe u v w namespace Matrix open Finset Matrix Polynomial variable...
Mathlib/LinearAlgebra/Matrix/Charpoly/Basic.lean
134
154
theorem aeval_self_charpoly (M : Matrix n n R) : aeval M M.charpoly = 0 := by
-- We begin with the fact $Ο‡_M(t) I = adjugate (t I - M) * (t I - M)$, -- as an identity in `Matrix n n R[X]`. have h : M.charpoly β€’ (1 : Matrix n n R[X]) = adjugate (charmatrix M) * charmatrix M := (adjugate_mul _).symm -- Using the algebra isomorphism `Matrix n n R[X] ≃ₐ[R] Polynomial (Matrix n n R)`, ...
1,860
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
87
91
theorem quotient_map_C_eq_zero {I : Ideal R} : βˆ€ a ∈ I, ((Quotient.mk (map (C : R β†’+* R[X]) I : Ideal R[X])).comp C) a = 0 := by
intro a ha rw [RingHom.comp_apply, Quotient.eq_zero_iff_mem] exact mem_map_of_mem _ ha
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
94
107
theorem evalβ‚‚_C_mk_eq_zero {I : Ideal R} : βˆ€ f ∈ (map (C : R β†’+* R[X]) I : Ideal R[X]), evalβ‚‚RingHom (C.comp (Quotient.mk I)) X f = 0 := by
intro a ha rw [← sum_monomial_eq a] dsimp rw [evalβ‚‚_sum] refine Finset.sum_eq_zero fun n _ => ?_ dsimp rw [evalβ‚‚_monomial (C.comp (Quotient.mk I)) X] refine mul_eq_zero_of_left (Polynomial.ext fun m => ?_) (X ^ n) erw [coeff_C] by_cases h : m = 0 Β· simpa [h] using Quotient.eq_zero_iff_mem.2 ((mem...
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
150
154
theorem polynomialQuotientEquivQuotientPolynomial_symm_mk (I : Ideal R) (f : R[X]) : I.polynomialQuotientEquivQuotientPolynomial.symm (Quotient.mk _ f) = f.map (Quotient.mk I) := by
rw [polynomialQuotientEquivQuotientPolynomial, RingEquiv.symm_mk, RingEquiv.coe_mk, Equiv.coe_fn_mk, Quotient.lift_mk, coe_evalβ‚‚RingHom, evalβ‚‚_eq_eval_map, ← Polynomial.map_map, ← evalβ‚‚_eq_eval_map, Polynomial.evalβ‚‚_C_X]
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
158
162
theorem polynomialQuotientEquivQuotientPolynomial_map_mk (I : Ideal R) (f : R[X]) : I.polynomialQuotientEquivQuotientPolynomial (f.map <| Quotient.mk I) = Quotient.mk (map C I : Ideal R[X]) f := by
apply (polynomialQuotientEquivQuotientPolynomial I).symm.injective rw [RingEquiv.symm_apply_apply, polynomialQuotientEquivQuotientPolynomial_symm_mk]
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
175
194
theorem eq_zero_of_polynomial_mem_map_range (I : Ideal R[X]) (x : ((Quotient.mk I).comp C).range) (hx : C x ∈ I.map (Polynomial.mapRingHom ((Quotient.mk I).comp C).rangeRestrict)) : x = 0 := by
let i := ((Quotient.mk I).comp C).rangeRestrict have hi' : RingHom.ker (Polynomial.mapRingHom i) ≀ I := by refine fun f hf => polynomial_mem_ideal_of_coeff_mem_ideal I f fun n => ?_ rw [mem_comap, ← Quotient.eq_zero_iff_mem, ← RingHom.comp_apply] rw [RingHom.mem_ker, coe_mapRingHom] at hf replace h...
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
205
209
theorem quotient_map_C_eq_zero {I : Ideal R} {i : R} (hi : i ∈ I) : (Ideal.Quotient.mk (Ideal.map (C : R β†’+* MvPolynomial Οƒ R) I : Ideal (MvPolynomial Οƒ R))).comp C i = 0 := by
simp only [Function.comp_apply, RingHom.coe_comp, Ideal.Quotient.eq_zero_iff_mem] exact Ideal.mem_map_of_mem _ hi
1,861
import Mathlib.Algebra.Polynomial.Div import Mathlib.RingTheory.Polynomial.Basic import Mathlib.RingTheory.Ideal.QuotientOperations #align_import ring_theory.polynomial.quotient from "leanprover-community/mathlib"@"4f840b8d28320b20c87db17b3a6eef3d325fca87" set_option linter.uppercaseLean3 false open Polynomial ...
Mathlib/RingTheory/Polynomial/Quotient.lean
212
223
theorem evalβ‚‚_C_mk_eq_zero {I : Ideal R} {a : MvPolynomial Οƒ R} (ha : a ∈ (Ideal.map (C : R β†’+* MvPolynomial Οƒ R) I : Ideal (MvPolynomial Οƒ R))) : evalβ‚‚Hom (C.comp (Ideal.Quotient.mk I)) X a = 0 := by
rw [as_sum a] rw [coe_evalβ‚‚Hom, evalβ‚‚_sum] refine Finset.sum_eq_zero fun n _ => ?_ simp only [evalβ‚‚_monomial, Function.comp_apply, RingHom.coe_comp] refine mul_eq_zero_of_left ?_ _ suffices coeff n a ∈ I by rw [← @Ideal.mk_ker R _ I, RingHom.mem_ker] at this simp only [this, C_0] exact mem_map_C_...
1,861
import Mathlib.RingTheory.Ideal.IsPrimary import Mathlib.RingTheory.Ideal.Quotient import Mathlib.RingTheory.Polynomial.Quotient #align_import ring_theory.jacobson_ideal from "leanprover-community/mathlib"@"da420a8c6dd5bdfb85c4ced85c34388f633bc6ff" universe u v namespace Ideal variable {R : Type u} {S : Type v}...
Mathlib/RingTheory/JacobsonIdeal.lean
125
129
theorem exists_mul_sub_mem_of_sub_one_mem_jacobson {I : Ideal R} (r : R) (h : r - 1 ∈ jacobson I) : βˆƒ s, s * r - 1 ∈ I := by
cases' mem_jacobson_iff.1 h 1 with s hs use s simpa [mul_sub] using hs
1,862
import Mathlib.RingTheory.Ideal.IsPrimary import Mathlib.RingTheory.Ideal.Quotient import Mathlib.RingTheory.Polynomial.Quotient #align_import ring_theory.jacobson_ideal from "leanprover-community/mathlib"@"da420a8c6dd5bdfb85c4ced85c34388f633bc6ff" universe u v namespace Ideal variable {R : Type u} {S : Type v}...
Mathlib/RingTheory/JacobsonIdeal.lean
134
143
theorem eq_jacobson_iff_sInf_maximal : I.jacobson = I ↔ βˆƒ M : Set (Ideal R), (βˆ€ J ∈ M, IsMaximal J ∨ J = ⊀) ∧ I = sInf M := by
use fun hI => ⟨{ J : Ideal R | I ≀ J ∧ J.IsMaximal }, ⟨fun _ hJ => Or.inl hJ.right, hI.symm⟩⟩ rintro ⟨M, hM, hInf⟩ refine le_antisymm (fun x hx => ?_) le_jacobson rw [hInf, mem_sInf] intro I hI cases' hM I hI with is_max is_top Β· exact (mem_sInf.1 hx) ⟨le_sInf_iff.1 (le_of_eq hInf) I hI, is_max⟩ Β· exac...
1,862
import Mathlib.Algebra.Algebra.Defs import Mathlib.RingTheory.Ideal.Operations import Mathlib.RingTheory.JacobsonIdeal import Mathlib.Logic.Equiv.TransferInstance import Mathlib.Tactic.TFAE #align_import ring_theory.ideal.local_ring from "leanprover-community/mathlib"@"ec1c7d810034d4202b0dd239112d1792be9f6fdc" un...
Mathlib/RingTheory/Ideal/LocalRing.lean
93
96
theorem isUnit_or_isUnit_of_isUnit_add {a b : R} (h : IsUnit (a + b)) : IsUnit a ∨ IsUnit b := by
rcases h with ⟨u, hu⟩ rw [← Units.inv_mul_eq_one, mul_add] at hu apply Or.imp _ _ (isUnit_or_isUnit_of_add_one hu) <;> exact isUnit_of_mul_isUnit_right
1,863
import Mathlib.Algebra.Algebra.Defs import Mathlib.RingTheory.Ideal.Operations import Mathlib.RingTheory.JacobsonIdeal import Mathlib.Logic.Equiv.TransferInstance import Mathlib.Tactic.TFAE #align_import ring_theory.ideal.local_ring from "leanprover-community/mathlib"@"ec1c7d810034d4202b0dd239112d1792be9f6fdc" un...
Mathlib/RingTheory/Ideal/LocalRing.lean
136
138
theorem le_maximalIdeal {J : Ideal R} (hJ : J β‰  ⊀) : J ≀ maximalIdeal R := by
rcases Ideal.exists_le_maximal J hJ with ⟨M, hM1, hM2⟩ rwa [← eq_maximalIdeal hM1]
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import Mathlib.Analysis.LocallyConvex.BalancedCoreHull import Mathlib.LinearAlgebra.FreeModule.Finite.Matrix import Mathlib.Topology.Algebra.Module.Simple import Mathlib.Topology.Algebra.Module.Determinant import Mathlib.RingTheory.Ideal.LocalRing #align_import topology.algebra.module.finite_dimension from "leanprove...
Mathlib/Topology/Algebra/Module/FiniteDimension.lean
77
127
theorem unique_topology_of_t2 {t : TopologicalSpace π•œ} (h₁ : @TopologicalAddGroup π•œ t _) (hβ‚‚ : @ContinuousSMul π•œ π•œ _ hnorm.toUniformSpace.toTopologicalSpace t) (h₃ : @T2Space π•œ t) : t = hnorm.toUniformSpace.toTopologicalSpace := by
-- Let `𝓣₀` denote the topology on `π•œ` induced by the norm, and `𝓣` be any T2 vector -- topology on `π•œ`. To show that `𝓣₀ = 𝓣`, it suffices to show that they have the same -- neighborhoods of 0. refine TopologicalAddGroup.ext h₁ inferInstance (le_antisymm ?_ ?_) Β· -- To show `𝓣 ≀ 𝓣₀`, we have to show...
1,864
import Mathlib.Analysis.LocallyConvex.BalancedCoreHull import Mathlib.LinearAlgebra.FreeModule.Finite.Matrix import Mathlib.Topology.Algebra.Module.Simple import Mathlib.Topology.Algebra.Module.Determinant import Mathlib.RingTheory.Ideal.LocalRing #align_import topology.algebra.module.finite_dimension from "leanprove...
Mathlib/Topology/Algebra/Module/FiniteDimension.lean
132
173
theorem LinearMap.continuous_of_isClosed_ker (l : E β†’β‚—[π•œ] π•œ) (hl : IsClosed (LinearMap.ker l : Set E)) : Continuous l := by
-- `l` is either constant or surjective. If it is constant, the result is trivial. by_cases H : finrank π•œ (LinearMap.range l) = 0 Β· rw [Submodule.finrank_eq_zero, LinearMap.range_eq_bot] at H rw [H] exact continuous_zero Β· -- In the case where `l` is surjective, we factor it as `Ο† : (E β§Έ l.ker) ≃ₗ[π•œ]...
1,864
import Mathlib.Analysis.NormedSpace.Banach import Mathlib.Topology.Algebra.Module.FiniteDimension #align_import analysis.normed_space.complemented from "leanprover-community/mathlib"@"3397560e65278e5f31acefcdea63138bd53d1cd4" variable {π•œ E F G : Type*} [NontriviallyNormedField π•œ] [NormedAddCommGroup E] [NormedS...
Mathlib/Analysis/NormedSpace/Complemented.lean
39
43
theorem ker_closedComplemented_of_finiteDimensional_range (f : E β†’L[π•œ] F) [FiniteDimensional π•œ (range f)] : (ker f).ClosedComplemented := by
set f' : E β†’L[π•œ] range f := f.codRestrict _ (LinearMap.mem_range_self (f : E β†’β‚—[π•œ] F)) rcases f'.exists_right_inverse_of_surjective (f : E β†’β‚—[π•œ] F).range_rangeRestrict with ⟨g, hg⟩ simpa only [f', ker_codRestrict] using f'.closedComplemented_ker_of_rightInverse g (ext_iff.1 hg)
1,865
import Mathlib.Analysis.NormedSpace.Banach import Mathlib.Topology.Algebra.Module.FiniteDimension #align_import analysis.normed_space.complemented from "leanprover-community/mathlib"@"3397560e65278e5f31acefcdea63138bd53d1cd4" variable {π•œ E F G : Type*} [NontriviallyNormedField π•œ] [NormedAddCommGroup E] [NormedS...
Mathlib/Analysis/NormedSpace/Complemented.lean
139
143
theorem ClosedComplemented.of_quotient_finiteDimensional [CompleteSpace π•œ] [FiniteDimensional π•œ (E β§Έ p)] (hp : IsClosed (p : Set E)) : p.ClosedComplemented := by
obtain ⟨q, hq⟩ : βˆƒ q, IsCompl p q := p.exists_isCompl haveI : FiniteDimensional π•œ q := (p.quotientEquivOfIsCompl q hq).finiteDimensional exact .of_isCompl_isClosed hq hp q.closed_of_finiteDimensional
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import Mathlib.Analysis.Calculus.InverseFunctionTheorem.FDeriv import Mathlib.Analysis.Calculus.FDeriv.Add import Mathlib.Analysis.Calculus.FDeriv.Prod import Mathlib.Analysis.NormedSpace.Complemented #align_import analysis.calculus.implicit from "leanprover-community/mathlib"@"f2ce6086713c78a7f880485f7917ea547a21598...
Mathlib/Analysis/Calculus/Implicit.lean
201
214
theorem implicitFunction_hasStrictFDerivAt (g'inv : G β†’L[π•œ] E) (hg'inv : Ο†.rightDeriv.comp g'inv = ContinuousLinearMap.id π•œ G) (hg'invf : Ο†.leftDeriv.comp g'inv = 0) : HasStrictFDerivAt (Ο†.implicitFunction (Ο†.leftFun Ο†.pt)) g'inv (Ο†.rightFun Ο†.pt) := by
have := Ο†.hasStrictFDerivAt.to_localInverse simp only [prodFun] at this convert this.comp (Ο†.rightFun Ο†.pt) ((hasStrictFDerivAt_const _ _).prod (hasStrictFDerivAt_id _)) -- Porting note: added parentheses to help `simp` simp only [ContinuousLinearMap.ext_iff, (ContinuousLinearMap.comp_apply)] at hg'inv hg'in...
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import Mathlib.Algebra.Polynomial.AlgebraMap import Mathlib.Algebra.MvPolynomial.Basic import Mathlib.Analysis.Analytic.Constructions import Mathlib.Topology.Algebra.Module.FiniteDimension variable {π•œ E A B : Type*} [NontriviallyNormedField π•œ] [NormedAddCommGroup E] [NormedSpace π•œ E] [CommSemiring A] {z : E} {...
Mathlib/Analysis/Analytic/Polynomial.lean
26
32
theorem AnalyticAt.aeval_polynomial (hf : AnalyticAt π•œ f z) (p : A[X]) : AnalyticAt π•œ (fun x ↦ aeval (f x) p) z := by
refine p.induction_on (fun k ↦ ?_) (fun p q hp hq ↦ ?_) fun p i hp ↦ ?_ Β· simp_rw [aeval_C]; apply analyticAt_const Β· simp_rw [aeval_add]; exact hp.add hq Β· convert hp.mul hf simp_rw [pow_succ, aeval_mul, ← mul_assoc, aeval_X]
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import Mathlib.Algebra.Polynomial.AlgebraMap import Mathlib.Algebra.MvPolynomial.Basic import Mathlib.Analysis.Analytic.Constructions import Mathlib.Topology.Algebra.Module.FiniteDimension variable {π•œ E A B : Type*} [NontriviallyNormedField π•œ] [NormedAddCommGroup E] [NormedSpace π•œ E] [CommSemiring A] {z : E} {...
Mathlib/Analysis/Analytic/Polynomial.lean
47
52
theorem AnalyticAt.aeval_mvPolynomial (hf : βˆ€ i, AnalyticAt π•œ (f Β· i) z) (p : MvPolynomial Οƒ A) : AnalyticAt π•œ (fun x ↦ aeval (f x) p) z := by
apply p.induction_on (fun k ↦ ?_) (fun p q hp hq ↦ ?_) fun p i hp ↦ ?_ -- `refine` doesn't work Β· simp_rw [aeval_C]; apply analyticAt_const Β· simp_rw [map_add]; exact hp.add hq Β· simp_rw [map_mul, aeval_X]; exact hp.mul (hf i)
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import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
163
176
theorem ContinuousLinearMap.continuous_det : Continuous fun f : E β†’L[π•œ] E => f.det := by
change Continuous fun f : E β†’L[π•œ] E => LinearMap.det (f : E β†’β‚—[π•œ] E) -- Porting note: this could be easier with `det_cases` by_cases h : βˆƒ s : Finset E, Nonempty (Basis (β†₯s) π•œ E) Β· rcases h with ⟨s, ⟨b⟩⟩ haveI : FiniteDimensional π•œ E := FiniteDimensional.of_fintype_basis b simp_rw [LinearMap.det_eq...
1,868
import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
189
192
theorem lipschitzExtensionConstant_pos (E' : Type*) [NormedAddCommGroup E'] [NormedSpace ℝ E'] [FiniteDimensional ℝ E'] : 0 < lipschitzExtensionConstant E' := by
rw [lipschitzExtensionConstant] exact zero_lt_one.trans_le (le_max_right _ _)
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import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
198
220
theorem LipschitzOnWith.extend_finite_dimension {Ξ± : Type*} [PseudoMetricSpace Ξ±] {E' : Type*} [NormedAddCommGroup E'] [NormedSpace ℝ E'] [FiniteDimensional ℝ E'] {s : Set Ξ±} {f : Ξ± β†’ E'} {K : ℝβ‰₯0} (hf : LipschitzOnWith K f s) : βˆƒ g : Ξ± β†’ E', LipschitzWith (lipschitzExtensionConstant E' * K) g ∧ EqOn f g s ...
/- This result is already known for spaces `ΞΉ β†’ ℝ`. We use a continuous linear equiv between `E'` and such a space to transfer the result to `E'`. -/ let ΞΉ : Type _ := Basis.ofVectorSpaceIndex ℝ E' let A := (Basis.ofVectorSpace ℝ E').equivFun.toContinuousLinearEquiv have LA : LipschitzWith β€–A.toContinuousL...
1,868
import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
223
229
theorem LinearMap.exists_antilipschitzWith [FiniteDimensional π•œ E] (f : E β†’β‚—[π•œ] F) (hf : LinearMap.ker f = βŠ₯) : βˆƒ K > 0, AntilipschitzWith K f := by
cases subsingleton_or_nontrivial E Β· exact ⟨1, zero_lt_one, AntilipschitzWith.of_subsingleton⟩ Β· rw [LinearMap.ker_eq_bot] at hf let e : E ≃L[π•œ] LinearMap.range f := (LinearEquiv.ofInjective f hf).toContinuousLinearEquiv exact ⟨_, e.nnnorm_symm_pos, e.antilipschitz⟩
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import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
235
241
theorem LinearMap.injective_iff_antilipschitz [FiniteDimensional π•œ E] (f : E β†’β‚—[π•œ] F) : Injective f ↔ βˆƒ K > 0, AntilipschitzWith K f := by
constructor Β· rw [← LinearMap.ker_eq_bot] exact f.exists_antilipschitzWith Β· rintro ⟨K, -, H⟩ exact H.injective
1,868
import Mathlib.Analysis.Asymptotics.AsymptoticEquivalent import Mathlib.Analysis.Normed.Group.Lemmas import Mathlib.Analysis.NormedSpace.AddTorsor import Mathlib.Analysis.NormedSpace.AffineIsometry import Mathlib.Analysis.NormedSpace.OperatorNorm.NormedSpace import Mathlib.Analysis.NormedSpace.RieszLemma import Mathli...
Mathlib/Analysis/NormedSpace/FiniteDimension.lean
246
255
theorem ContinuousLinearMap.isOpen_injective [FiniteDimensional π•œ E] : IsOpen { L : E β†’L[π•œ] F | Injective L } := by
rw [isOpen_iff_eventually] rintro Ο†β‚€ hΟ†β‚€ rcases Ο†β‚€.injective_iff_antilipschitz.mp hΟ†β‚€ with ⟨K, K_pos, H⟩ have : βˆ€αΆ  Ο† in 𝓝 Ο†β‚€, β€–Ο† - Ο†β‚€β€–β‚Š < K⁻¹ := eventually_nnnorm_sub_lt _ <| inv_pos_of_pos K_pos filter_upwards [this] with Ο† hΟ† apply Ο†.injective_iff_antilipschitz.mpr exact ⟨(K⁻¹ - β€–Ο† - Ο†β‚€β€–β‚Š)⁻¹, inv_pos_...
1,868
import Mathlib.Analysis.Calculus.InverseFunctionTheorem.ApproximatesLinearOn import Mathlib.Analysis.NormedSpace.FiniteDimension open Set open scoped NNReal namespace ApproximatesLinearOn
Mathlib/Analysis/Calculus/InverseFunctionTheorem/FiniteDimensional.lean
27
47
theorem exists_homeomorph_extension {E : Type*} [NormedAddCommGroup E] [NormedSpace ℝ E] {F : Type*} [NormedAddCommGroup F] [NormedSpace ℝ F] [FiniteDimensional ℝ F] {s : Set E} {f : E β†’ F} {f' : E ≃L[ℝ] F} {c : ℝβ‰₯0} (hf : ApproximatesLinearOn f (f' : E β†’L[ℝ] F) s c) (hc : Subsingleton E ∨ lipschitzExtensio...
-- the difference `f - f'` is Lipschitz on `s`. It can be extended to a Lipschitz function `u` -- on the whole space, with a slightly worse Lipschitz constant. Then `f' + u` will be the -- desired homeomorphism. obtain ⟨u, hu, uf⟩ : βˆƒ u : E β†’ F, LipschitzWith (lipschitzExtensionConstant F * c) u ∧ EqOn (f ...
1,869
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.calculus.cont_diff from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" noncomputable section universe uD uE uF uG variable {π•œ : Type*} [NontriviallyNormedField ...
Mathlib/Analysis/Calculus/ContDiff/FiniteDimension.lean
35
43
theorem contDiffOn_clm_apply {n : β„•βˆž} {f : E β†’ F β†’L[π•œ] G} {s : Set E} [FiniteDimensional π•œ F] : ContDiffOn π•œ n f s ↔ βˆ€ y, ContDiffOn π•œ n (fun x => f x y) s := by
refine ⟨fun h y => h.clm_apply contDiffOn_const, fun h => ?_⟩ let d := finrank π•œ F have hd : d = finrank π•œ (Fin d β†’ π•œ) := (finrank_fin_fun π•œ).symm let e₁ := ContinuousLinearEquiv.ofFinrankEq hd let eβ‚‚ := (e₁.arrowCongr (1 : G ≃L[π•œ] G)).trans (ContinuousLinearEquiv.piRing (Fin d)) rw [← id_comp f, ← eβ‚‚...
1,870
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.calculus.cont_diff from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" noncomputable section universe uD uE uF uG variable {π•œ : Type*} [NontriviallyNormedField ...
Mathlib/Analysis/Calculus/ContDiff/FiniteDimension.lean
46
48
theorem contDiff_clm_apply_iff {n : β„•βˆž} {f : E β†’ F β†’L[π•œ] G} [FiniteDimensional π•œ F] : ContDiff π•œ n f ↔ βˆ€ y, ContDiff π•œ n fun x => f x y := by
simp_rw [← contDiffOn_univ, contDiffOn_clm_apply]
1,870
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.calculus.cont_diff from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" noncomputable section universe uD uE uF uG variable {π•œ : Type*} [NontriviallyNormedField ...
Mathlib/Analysis/Calculus/ContDiff/FiniteDimension.lean
60
62
theorem contDiff_succ_iff_fderiv_apply [FiniteDimensional π•œ E] {n : β„•} {f : E β†’ F} : ContDiff π•œ (n + 1 : β„•) f ↔ Differentiable π•œ f ∧ βˆ€ y, ContDiff π•œ n fun x => fderiv π•œ f x y := by
rw [contDiff_succ_iff_fderiv, contDiff_clm_apply_iff]
1,870
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.calculus.cont_diff from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" noncomputable section universe uD uE uF uG variable {π•œ : Type*} [NontriviallyNormedField ...
Mathlib/Analysis/Calculus/ContDiff/FiniteDimension.lean
71
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theorem contDiffOn_succ_iff_fderiv_apply [FiniteDimensional π•œ E] {n : β„•} {f : E β†’ F} {s : Set E} (hs : UniqueDiffOn π•œ s) : ContDiffOn π•œ (n + 1 : β„•) f s ↔ DifferentiableOn π•œ f s ∧ βˆ€ y, ContDiffOn π•œ n (fun x => fderivWithin π•œ f s x y) s := by
rw [contDiffOn_succ_iff_fderivWithin hs, contDiffOn_clm_apply]
1,870
import Mathlib.Analysis.Complex.Isometry import Mathlib.Analysis.NormedSpace.ConformalLinearMap import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.complex.conformal from "leanprover-community/mathlib"@"468b141b14016d54b479eb7a0fff1e360b7e3cf6" noncomputable section open Complex Continuous...
Mathlib/Analysis/Complex/Conformal.lean
49
62
theorem isConformalMap_complex_linear {map : β„‚ β†’L[β„‚] E} (nonzero : map β‰  0) : IsConformalMap (map.restrictScalars ℝ) := by
have minor₁ : β€–map 1β€– β‰  0 := by simpa only [ext_ring_iff, Ne, norm_eq_zero] using nonzero refine βŸ¨β€–map 1β€–, minor₁, βŸ¨β€–map 1‖⁻¹ β€’ ((map : β„‚ β†’β‚—[β„‚] E) : β„‚ β†’β‚—[ℝ] E), ?_⟩, ?_⟩ Β· intro x simp only [LinearMap.smul_apply] have : x = x β€’ (1 : β„‚) := by rw [smul_eq_mul, mul_one] nth_rw 1 [this] rw [LinearMap...
1,871
import Mathlib.Analysis.Complex.Isometry import Mathlib.Analysis.NormedSpace.ConformalLinearMap import Mathlib.Analysis.NormedSpace.FiniteDimension #align_import analysis.complex.conformal from "leanprover-community/mathlib"@"468b141b14016d54b479eb7a0fff1e360b7e3cf6" noncomputable section open Complex Continuous...
Mathlib/Analysis/Complex/Conformal.lean
78
91
theorem IsConformalMap.is_complex_or_conj_linear (h : IsConformalMap g) : (βˆƒ map : β„‚ β†’L[β„‚] β„‚, map.restrictScalars ℝ = g) ∨ βˆƒ map : β„‚ β†’L[β„‚] β„‚, map.restrictScalars ℝ = g ∘L ↑conjCLE := by
rcases h with ⟨c, -, li, rfl⟩ obtain ⟨li, rfl⟩ : βˆƒ li' : β„‚ ≃ₗᡒ[ℝ] β„‚, li'.toLinearIsometry = li := ⟨li.toLinearIsometryEquiv rfl, by ext1; rfl⟩ rcases linear_isometry_complex li with ⟨a, rfl | rfl⟩ -- let rot := c β€’ (a : β„‚) β€’ ContinuousLinearMap.id β„‚ β„‚, Β· refine Or.inl ⟨c β€’ (a : β„‚) β€’ ContinuousLinearMap.i...
1,871
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
49
62
theorem HasStrictDerivAt.real_of_complex (h : HasStrictDerivAt e e' z) : HasStrictDerivAt (fun x : ℝ => (e x).re) e'.re z := by
have A : HasStrictFDerivAt ((↑) : ℝ β†’ β„‚) ofRealCLM z := ofRealCLM.hasStrictFDerivAt have B : HasStrictFDerivAt e ((ContinuousLinearMap.smulRight 1 e' : β„‚ β†’L[β„‚] β„‚).restrictScalars ℝ) (ofRealCLM z) := h.hasStrictFDerivAt.restrictScalars ℝ have C : HasStrictFDerivAt re reCLM (e (ofRealCLM z)) := reCLM...
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
68
81
theorem HasDerivAt.real_of_complex (h : HasDerivAt e e' z) : HasDerivAt (fun x : ℝ => (e x).re) e'.re z := by
have A : HasFDerivAt ((↑) : ℝ β†’ β„‚) ofRealCLM z := ofRealCLM.hasFDerivAt have B : HasFDerivAt e ((ContinuousLinearMap.smulRight 1 e' : β„‚ β†’L[β„‚] β„‚).restrictScalars ℝ) (ofRealCLM z) := h.hasFDerivAt.restrictScalars ℝ have C : HasFDerivAt re reCLM (e (ofRealCLM z)) := reCLM.hasFDerivAt -- Porting note...
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
84
89
theorem ContDiffAt.real_of_complex {n : β„•βˆž} (h : ContDiffAt β„‚ n e z) : ContDiffAt ℝ n (fun x : ℝ => (e x).re) z := by
have A : ContDiffAt ℝ n ((↑) : ℝ β†’ β„‚) z := ofRealCLM.contDiff.contDiffAt have B : ContDiffAt ℝ n e z := h.restrict_scalars ℝ have C : ContDiffAt ℝ n re (e z) := reCLM.contDiff.contDiffAt exact C.comp z (B.comp z A)
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
99
103
theorem HasStrictDerivAt.complexToReal_fderiv' {f : β„‚ β†’ E} {x : β„‚} {f' : E} (h : HasStrictDerivAt f f' x) : HasStrictFDerivAt f (reCLM.smulRight f' + I β€’ imCLM.smulRight f') x := by
simpa only [Complex.restrictScalars_one_smulRight'] using h.hasStrictFDerivAt.restrictScalars ℝ
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
106
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theorem HasDerivAt.complexToReal_fderiv' {f : β„‚ β†’ E} {x : β„‚} {f' : E} (h : HasDerivAt f f' x) : HasFDerivAt f (reCLM.smulRight f' + I β€’ imCLM.smulRight f') x := by
simpa only [Complex.restrictScalars_one_smulRight'] using h.hasFDerivAt.restrictScalars ℝ
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
111
115
theorem HasDerivWithinAt.complexToReal_fderiv' {f : β„‚ β†’ E} {s : Set β„‚} {x : β„‚} {f' : E} (h : HasDerivWithinAt f f' s x) : HasFDerivWithinAt f (reCLM.smulRight f' + I β€’ imCLM.smulRight f') s x := by
simpa only [Complex.restrictScalars_one_smulRight'] using h.hasFDerivWithinAt.restrictScalars ℝ
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
118
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theorem HasStrictDerivAt.complexToReal_fderiv {f : β„‚ β†’ β„‚} {f' x : β„‚} (h : HasStrictDerivAt f f' x) : HasStrictFDerivAt f (f' β€’ (1 : β„‚ β†’L[ℝ] β„‚)) x := by
simpa only [Complex.restrictScalars_one_smulRight] using h.hasStrictFDerivAt.restrictScalars ℝ
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
123
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theorem HasDerivAt.complexToReal_fderiv {f : β„‚ β†’ β„‚} {f' x : β„‚} (h : HasDerivAt f f' x) : HasFDerivAt f (f' β€’ (1 : β„‚ β†’L[ℝ] β„‚)) x := by
simpa only [Complex.restrictScalars_one_smulRight] using h.hasFDerivAt.restrictScalars ℝ
1,872
import Mathlib.Analysis.Calculus.ContDiff.Basic import Mathlib.Analysis.Calculus.Deriv.Linear import Mathlib.Analysis.Complex.Conformal import Mathlib.Analysis.Calculus.Conformal.NormedSpace #align_import analysis.complex.real_deriv from "leanprover-community/mathlib"@"3bce8d800a6f2b8f63fe1e588fd76a9ff4adcebe" se...
Mathlib/Analysis/Complex/RealDeriv.lean
128
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theorem HasDerivWithinAt.complexToReal_fderiv {f : β„‚ β†’ β„‚} {s : Set β„‚} {f' x : β„‚} (h : HasDerivWithinAt f f' s x) : HasFDerivWithinAt f (f' β€’ (1 : β„‚ β†’L[ℝ] β„‚)) s x := by
simpa only [Complex.restrictScalars_one_smulRight] using h.hasFDerivWithinAt.restrictScalars ℝ
1,872