mathlib-initiative/mathlib-tactics huggingface dataset:
Module: Mathlib.GroupTheory.Perm.Cycle.PossibleTypes

Goal state before:
pp: case h.h1
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
m : Multiset ℕ
hc : m.sum ≤ Fintype.card α
h2c : ∀ a ∈ m, 2 ≤ a
hc' : m.toList.sum ≤ Fintype.card α
p : List (List α)
hp_length : List.map List.length p = m.toList
hp_nodup : ∀ s ∈ p, s.Nodup
hp_disj : List.Pairwise List.Disjoint p
hp2 : ∀ x ∈ p, 2 ≤ x.length
⊢ ∀ σ ∈ List.map (fun l ↦ l.formPerm) p, σ.IsCycle

Tactic:
simpa using fun a b ↦ List.isCycle_formPerm (hp_nodup a b) (hp2 a b)

Goal state after:
Module: Mathlib.GroupTheory.Perm.ClosureSwap

Goal state before:
pp: case neg
α : Type u_2
inst✝ : DecidableEq α
S : Set (Equiv.Perm α)
hS : ∀ f ∈ S, f.IsSwap
supp : Set α
fin : supp.Finite
a : α
s : Set α
ih : ∀ {f : Equiv.Perm α}, (∀ (x : α), f x ∈ orbit (↥(closure S)) x) → (fixedBy α f)ᶜ ⊆ s → f ∈ closure S
f : Equiv.Perm α
hf : ∀ (x : α), f x ∈ orbit (↥(closure S)) x
supp_subset : (fixedBy α f)ᶜ ⊆ insert a s
b : α
h1 : ¬f b = f a
h2 : ¬f b = a
⊢ f b ∈ orbit (↥(closure S)) b

Tactic:
· exact hf b

Goal state after:
Module: Mathlib.GroupTheory.SchurZassenhaus

Goal state before:
pp: G : Type u_1
inst✝³ : Group G
H : Subgroup G
inst✝² : IsMulCommutative ↥H
inst✝¹ : H.FiniteIndex
α β : H.LeftTransversal
inst✝ : H.Normal
h : ↥H
this : Fintype (G ⧸ H) := fintypeQuotientOfFiniteIndex
⊢ ∏ q, (MonoidHom.id ↥H) ⟨(↑(⋯.leftQuotientEquiv q))⁻¹ * ↑(⋯.leftQuotientEquiv q), ⋯⟩ =
    (∏ q, (MonoidHom.id ↥H) ⟨(↑(⋯.leftQuotientEquiv q))⁻¹ * ↑(⋯.leftQuotientEquiv q), ⋯⟩) * h ^ Finset.univ.card

Tactic:
← Finset.prod_const,

Goal state after:
G : Type u_1
inst✝³ : Group G
H : Subgroup G
inst✝² : IsMulCommutative ↥H
inst✝¹ : H.FiniteIndex
α β : H.LeftTransversal
inst✝ : H.Normal
h : ↥H
this : Fintype (G ⧸ H) := fintypeQuotientOfFiniteIndex
⊢ ∏ q, (MonoidHom.id ↥H) ⟨(↑(⋯.leftQuotientEquiv q))⁻¹ * ↑(⋯.leftQuotientEquiv q), ⋯⟩ =
    (∏ q, (MonoidHom.id ↥H) ⟨(↑(⋯.leftQuotientEquiv q))⁻¹ * ↑(⋯.leftQuotientEquiv q), ⋯⟩) * ∏ _x, h
Module: Mathlib.GroupTheory.SpecificGroups.Alternating.Centralizer

Goal state before:
pp: case neg
α : Type u_1
inst✝¹ : Fintype α
inst✝ : DecidableEq α
m : Multiset ℕ
hm : ¬((m.sum ≤ Fintype.card α ∧ ∀ a ∈ m, 2 ≤ a) ∧ Even (m.sum + m.card))
⊢ #(if Even (m.sum + m.card) then {g | g.cycleType = m} else ∅) = 0

Tactic:
rw [apply_ite Finset.card, Finset.card_empty]

Goal state after:
case neg
α : Type u_1
inst✝¹ : Fintype α
inst✝ : DecidableEq α
m : Multiset ℕ
hm : ¬((m.sum ≤ Fintype.card α ∧ ∀ a ∈ m, 2 ≤ a) ∧ Even (m.sum + m.card))
⊢ (if Even (m.sum + m.card) then #{g | g.cycleType = m} else 0) = 0
Module: Mathlib.GroupTheory.PushoutI

Goal state before:
pp: case refine_1.left
ι : Type u_1
G : ι → Type u_2
H : Type u_3
inst✝³ : (i : ι) → Group (G i)
inst✝² : Group H
φ : (i : ι) → H →* G i
d : Transversal φ
inst✝¹ : DecidableEq ι
inst✝ : (i : ι) → DecidableEq (G i)
w : Word G
i : ι
h : H
hw : ∀ (i : ι) (g : G i), ⟨i, g⟩ ∈ w.toList → ↑(⋯.equiv g).2 = g
hφw : ∀ (j : ι) (g : G j), ⟨j, g⟩ ∈ (CoprodI.of ((φ i) h) • w).toList → ↑(⋯.equiv g).2 = g
hhead : ↑(⋯.equiv ((Word.equivPair i) w).head).2 = ((Word.equivPair i) w).head
hh1 : ¬h = 1
h₁ : ↑(⟨(φ i) h, ⋯⟩ * (⋯.equiv ((Word.equivPair i) w).head).1) = 1
h₂ : ((Word.equivPair i) w).head = 1
⊢ False

Tactic:
rw [h₂, coe_mul, ((d.compl i).coe_equiv_fst_eq_one_iff_mem (one_mem _)).mpr (d.one_mem _),
        mul_one, Subtype.coe_mk, map_eq_one_iff (φ i) (d.injective i)] at h₁

Goal state after:
case refine_1.left
ι : Type u_1
G : ι → Type u_2
H : Type u_3
inst✝³ : (i : ι) → Group (G i)
inst✝² : Group H
φ : (i : ι) → H →* G i
d : Transversal φ
inst✝¹ : DecidableEq ι
inst✝ : (i : ι) → DecidableEq (G i)
w : Word G
i : ι
h : H
hw : ∀ (i : ι) (g : G i), ⟨i, g⟩ ∈ w.toList → ↑(⋯.equiv g).2 = g
hφw : ∀ (j : ι) (g : G j), ⟨j, g⟩ ∈ (CoprodI.of ((φ i) h) • w).toList → ↑(⋯.equiv g).2 = g
hhead : ↑(⋯.equiv ((Word.equivPair i) w).head).2 = ((Word.equivPair i) w).head
hh1 : ¬h = 1
h₁ : h = 1
h₂ : ((Word.equivPair i) w).head = 1
⊢ False
Module: Mathlib.GroupTheory.SchurZassenhaus

Goal state before:
pp: G : Type u
inst✝² : Group G
N : Subgroup G
inst✝¹ : N.Normal
h1 : (Nat.card ↥N).Coprime N.index
h2 :
  ∀ (G' : Type u) [inst : Group G'] [Finite G'],
    Nat.card G' < Nat.card G →
      ∀ {N' : Subgroup G'} [N'.Normal], (Nat.card ↥N').Coprime N'.index → ∃ H', N'.IsComplement' H'
h3 : ∀ (H : Subgroup G), ¬N.IsComplement' H
inst✝ : Finite G
⊢ IsMulCommutative ↥N

Tactic:
have := N.bot_or_nontrivial.resolve_left (step0 h1 h3)

Goal state after:
G : Type u
inst✝² : Group G
N : Subgroup G
inst✝¹ : N.Normal
h1 : (Nat.card ↥N).Coprime N.index
h2 :
  ∀ (G' : Type u) [inst : Group G'] [Finite G'],
    Nat.card G' < Nat.card G →
      ∀ {N' : Subgroup G'} [N'.Normal], (Nat.card ↥N').Coprime N'.index → ∃ H', N'.IsComplement' H'
h3 : ∀ (H : Subgroup G), ¬N.IsComplement' H
inst✝ : Finite G
this : Nontrivial ↥N
⊢ IsMulCommutative ↥N
Module: Mathlib.GroupTheory.SpecificGroups.Quaternion

Goal state before:
pp: case inr.a.a
n : ℕ
hn : NeZero n
m : ZMod (2 * n)
⊢ a m ^ lcm (2 * n) 4 = 1

pp: case inr.a.xa
n : ℕ
hn : NeZero n
m : ZMod (2 * n)
⊢ xa m ^ lcm (2 * n) 4 = 1

Tactic:
· rw [← orderOf_dvd_iff_pow_eq_one, orderOf_a]
      refine Nat.dvd_trans ⟨gcd (2 * n) m.val, ?_⟩ (dvd_lcm_left (2 * n) 4)
      exact (Nat.div_mul_cancel (Nat.gcd_dvd_left (2 * n) m.val)).symm

Goal state after:
case inr.a.xa
n : ℕ
hn : NeZero n
m : ZMod (2 * n)
⊢ xa m ^ lcm (2 * n) 4 = 1
Module: Mathlib.GroupTheory.SpecificGroups.Alternating.Simple

Goal state before:
pp: α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
h5 : 5 ≤ Nat.card α
g : ↥(alternatingGroup α)
hg : (↑g).cycleType = {2, 2}
⊢ (↑g).support ∈ Set.powersetCard α 4

Tactic:
by simp [← sum_cycleType, hg]

Goal state after:
Module: Mathlib.InformationTheory.Coding.UniquelyDecodable

Goal state before:
pp: α : Type u_1
S : Set (List α)
h : UniquelyDecodable S
⊢ Function.Injective fun L ↦ (↑L).flatten

Tactic:
intro L₁ L₂ hflat

Goal state after:
α : Type u_1
S : Set (List α)
h : UniquelyDecodable S
L₁ L₂ : { L // ∀ (x : List α), x ∈ L → x ∈ S }
hflat : (fun L ↦ (↑L).flatten) L₁ = (fun L ↦ (↑L).flatten) L₂
⊢ L₁ = L₂
Module: Mathlib.InformationTheory.Hamming

Goal state before:
pp: α : Type u_1
ι : Type u_2
β : ι → Type u_3
inst✝² : Fintype ι
inst✝¹ : (i : ι) → DecidableEq (β i)
inst✝ : (i : ι) → AddGroup (β i)
⊢ ∀ (x y : Hamming β), dist x y = ‖-x + y‖

Tactic:
by push_cast; exact mod_cast hammingDist_eq_hammingNorm

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.Comp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
inst✝¹ : IsZeroOrMarkovKernel 0
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.Comp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
η : Kernel β γ
inst✝¹ : IsZeroOrMarkovKernel η
inst✝ : IsZeroOrMarkovKernel 0
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.Comp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
κ : Kernel α β
inst✝¹ : IsZeroOrMarkovKernel κ
h✝ : IsMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.Comp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
κ : Kernel α β
inst✝¹ : IsZeroOrMarkovKernel κ
η : Kernel β γ
inst✝ : IsZeroOrMarkovKernel η
h✝¹ : IsMarkovKernel κ
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel (η ∘ₖ κ)

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.ParallelComp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
δ : Type u_4
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel 0
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.ParallelComp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
δ : Type u_4
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
η : Kernel γ δ
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel η
inst✝ : IsZeroOrMarkovKernel 0
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.ParallelComp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
δ : Type u_4
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
κ : Kernel α β
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel κ
h✝ : IsMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.ParallelComp

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
δ : Type u_4
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
κ : Kernel α β
η : Kernel γ δ
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel η
h✝¹ : IsMarkovKernel κ
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel (κ ∥ₖ η)

Tactic:
by infer_instance

Goal state after:
Module: Mathlib.Probability.Kernel.Composition.CompProd

Goal state before:
pp: α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
κ : Kernel α β
inst✝¹ : IsSFiniteKernel κ
η : Kernel (α × β) γ
inst✝ : IsSFiniteKernel η
a : α
f : β × γ → ℝ≥0∞
hf : AEMeasurable f ((κ ⊗ₖ η) a)
A : ∫⁻ (z : β × γ), f z ∂(κ ⊗ₖ η) a = ∫⁻ (z : β × γ), AEMeasurable.mk f hf z ∂(κ ⊗ₖ η) a
B : ∫⁻ (x : β), ∫⁻ (y : γ), f (x, y) ∂η (a, x) ∂κ a = ∫⁻ (x : β), ∫⁻ (y : γ), AEMeasurable.mk f hf (x, y) ∂η (a, x) ∂κ a
⊢ ∫⁻ (z : β × γ), f z ∂(κ ⊗ₖ η) a = ∫⁻ (x : β), ∫⁻ (y : γ), f (x, y) ∂η (a, x) ∂κ a

Tactic:
A,

Goal state after:
α : Type u_1
β : Type u_2
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
κ : Kernel α β
inst✝¹ : IsSFiniteKernel κ
η : Kernel (α × β) γ
inst✝ : IsSFiniteKernel η
a : α
f : β × γ → ℝ≥0∞
hf : AEMeasurable f ((κ ⊗ₖ η) a)
A : ∫⁻ (z : β × γ), f z ∂(κ ⊗ₖ η) a = ∫⁻ (z : β × γ), AEMeasurable.mk f hf z ∂(κ ⊗ₖ η) a
B : ∫⁻ (x : β), ∫⁻ (y : γ), f (x, y) ∂η (a, x) ∂κ a = ∫⁻ (x : β), ∫⁻ (y : γ), AEMeasurable.mk f hf (x, y) ∂η (a, x) ∂κ a
⊢ ∫⁻ (z : β × γ), AEMeasurable.mk f hf z ∂(κ ⊗ₖ η) a = ∫⁻ (x : β), ∫⁻ (y : γ), f (x, y) ∂η (a, x) ∂κ a
Module: Mathlib.MeasureTheory.Measure.LogLikelihoodRatio

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hμν : ν ≪ μ
⊢ (fun x ↦ rexp (-llr μ ν x)) =ᵐ[ν] fun x ↦ (ν.rnDeriv μ x).toReal

Tactic:
filter_upwards [neg_llr hμν, exp_llr_of_ac ν μ hμν] with x hx hx_exp_log

Goal state after:
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hμν : ν ≪ μ
x : α
hx : (-llr ν μ) x = llr μ ν x
hx_exp_log : rexp (llr ν μ x) = (ν.rnDeriv μ x).toReal
⊢ rexp (-llr μ ν x) = (ν.rnDeriv μ x).toReal
Module: Mathlib.MeasureTheory.Measure.LogLikelihoodRatio

Goal state before:
pp: case hx
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
f : α → ℝ
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hμν : μ ≪ ν
hf : Integrable (fun x ↦ rexp (f x)) μ
hfν : AEMeasurable f ν
h0 : NeZero μ
x : α
hx : ((μ.tilted f).rnDeriv ν x).toReal = (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ) * (μ.rnDeriv ν x).toReal
hx_pos : 0 < μ.rnDeriv ν x
hx_lt_top : μ.rnDeriv ν x < ∞
⊢ rexp (f x) / ∫ (x : α), rexp (f x) ∂μ ≠ 0

Tactic:
simp only [ne_eq, div_eq_zero_iff]

Goal state after:
case hx
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
f : α → ℝ
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hμν : μ ≪ ν
hf : Integrable (fun x ↦ rexp (f x)) μ
hfν : AEMeasurable f ν
h0 : NeZero μ
x : α
hx : ((μ.tilted f).rnDeriv ν x).toReal = (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ) * (μ.rnDeriv ν x).toReal
hx_pos : 0 < μ.rnDeriv ν x
hx_lt_top : μ.rnDeriv ν x < ∞
⊢ ¬(rexp (f x) = 0 ∨ ∫ (x : α), rexp (f x) ∂μ = 0)
Module: Mathlib.InformationTheory.KullbackLeibler.Basic

Goal state before:
pp: case neg.h_int
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
c : ℝ≥0
hc : ¬c = 0
h_llr_left : llr (c⁻¹ • μ) ν =ᵐ[μ] fun x ↦ llr μ ν x + log ↑c⁻¹
h_llr_right : llr μ (c • ν) =ᵐ[μ] fun x ↦ llr μ ν x - log ↑c
⊢ Integrable (llr μ (c • ν)) μ

Tactic:
rw [integrable_congr h_llr_right]

Goal state after:
case neg.h_int
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
c : ℝ≥0
hc : ¬c = 0
h_llr_left : llr (c⁻¹ • μ) ν =ᵐ[μ] fun x ↦ llr μ ν x + log ↑c⁻¹
h_llr_right : llr μ (c • ν) =ᵐ[μ] fun x ↦ llr μ ν x - log ↑c
⊢ Integrable (fun x ↦ llr μ ν x - log ↑c) μ
Module: Mathlib.InformationTheory.KullbackLeibler.Basic

Goal state before:
pp: case pos
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
hμ : μ = 0
⊢ μ.real univ * log (μ.real univ / ν.real univ) + ν.real univ - μ.real univ ≤ (klDiv μ ν).toReal

Tactic:
simp [hμ, measureReal_def]

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: α : Type u_1
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
hs : MeasurableSet s
hμs : μ s ≠ ∞
f : ↥(Lp ℝ 2 μ)
⊢ ∫⁻ (x : α) in s, ↑‖↑↑↑((condExpL2 ℝ ℝ hm) f) x‖₊ ∂μ ≤ ∫⁻ (x : α) in s, ↑‖↑↑f x‖₊ ∂μ

Tactic:
let h_meas := lpMeas.aestronglyMeasurable (condExpL2 ℝ ℝ hm f)
  let g := h_meas.choose
  have hg_meas : StronglyMeasurable[m] g := h_meas.choose_spec.1
  have hg_eq : g =ᵐ[μ] condExpL2 ℝ ℝ hm f := h_meas.choose_spec.2.symm
  have hg_eq_restrict : g =ᵐ[μ.restrict s] condExpL2 ℝ ℝ hm f := ae_restrict_of_ae hg_eq
  have hg_nnnorm_eq : (fun x => (‖g x‖₊ : ℝ≥0∞)) =ᵐ[μ.restrict s] fun x =>
      (‖(condExpL2 ℝ ℝ hm f : α → ℝ) x‖₊ : ℝ≥0∞) := by
    refine hg_eq_restrict.mono fun x hx => ?_
    dsimp only
    simp_rw [hx]
  rw [lintegral_congr_ae hg_nnnorm_eq.symm]
  refine lintegral_enorm_le_of_forall_fin_meas_integral_eq
    hm (Lp.stronglyMeasurable f) ?_ ?_ ?_ ?_ hs hμs
  · exact integrableOn_Lp_of_measure_ne_top f fact_one_le_two_ennreal.elim hμs
  · exact hg_meas
  · rw [IntegrableOn, integrable_congr hg_eq_restrict]
    exact integrableOn_condExpL2_of_measure_ne_top hm hμs f
  · intro t ht hμt
    rw [← integral_condExpL2_eq_of_fin_meas_real (hm := hm) f ht hμt.ne]
    exact setIntegral_congr_ae (hm t ht) (hg_eq.mono fun x hx _ => hx)

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: case h
α : Type u_1
E' : Type u_3
𝕜 : Type u_7
inst✝⁵ : RCLike 𝕜
inst✝⁴ : NormedAddCommGroup E'
inst✝³ : InnerProductSpace 𝕜 E'
inst✝² : CompleteSpace E'
inst✝¹ : NormedSpace ℝ E'
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : E'
inst✝ : SigmaFinite (μ.trim hm)
t : Set α
ht : MeasurableSet t
hμt : μ t ≠ ∞
⊢ s ∩ t ⊆ s

Tactic:
apply Set.inter_subset_left

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: case h
α : Type u_1
E' : Type u_3
𝕜 : Type u_7
inst✝⁵ : RCLike 𝕜
inst✝⁴ : NormedAddCommGroup E'
inst✝³ : InnerProductSpace 𝕜 E'
inst✝² : CompleteSpace E'
inst✝¹ : NormedSpace ℝ E'
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
inst✝ : SigmaFinite (μ.trim hm)
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : E'
t : Set α
ht : MeasurableSet t
hμt : μ t ≠ ∞
⊢ s ∩ t ⊆ s

Tactic:
apply Set.inter_subset_left

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: case h
α : Type u_1
G : Type u_5
inst✝² : NormedAddCommGroup G
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
inst✝¹ : NormedSpace ℝ G
hm : m ≤ m0
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : G
inst✝ : SigmaFinite (μ.trim hm)
t : Set α
ht : MeasurableSet t
hμt : μ t ≠ ∞
⊢ s ∩ t ⊆ s

Tactic:
apply Set.inter_subset_left

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: case h
α : Type u_1
G : Type u_5
inst✝² : NormedAddCommGroup G
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
inst✝¹ : NormedSpace ℝ G
hm : m ≤ m0
inst✝ : SigmaFinite (μ.trim hm)
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : G
t : Set α
ht : MeasurableSet t
hμt : μ t ≠ ∞
⊢ s ∩ t ⊆ s

Tactic:
apply Set.inter_subset_left

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hs : MeasurableSet s
hf : f =ᵐ[μ.restrict sᶜ] 0
hm : ¬m ≤ m0
⊢ 0 =ᵐ[μ] s.indicator 0

Tactic:
Set.indicator_zero'

Goal state after:
case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hs : MeasurableSet s
hf : f =ᵐ[μ.restrict sᶜ] 0
hm : ¬m ≤ m0
⊢ 0 =ᵐ[μ] 0
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hf_int : Integrable f μ
hs : MeasurableSet s
hm : ¬m ≤ m0
⊢ 0 =ᵐ[μ] s.indicator 0

Tactic:
Set.indicator_zero'

Goal state after:
case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hf_int : Integrable f μ
hs : MeasurableSet s
hm : ¬m ≤ m0
⊢ 0 =ᵐ[μ] 0
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hf_int : Integrable f μ
hs : MeasurableSet s
hm : m ≤ m0
hμm : ¬SigmaFinite (μ.trim hm)
⊢ 0 =ᵐ[μ] s.indicator 0

Tactic:
Set.indicator_zero'

Goal state after:
case neg
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝² : NormedAddCommGroup E
inst✝¹ : NormedSpace ℝ E
inst✝ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hf_int : Integrable f μ
hs : MeasurableSet s
hm : m ≤ m0
hμm : ¬SigmaFinite (μ.trim hm)
⊢ 0 =ᵐ[μ] 0
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondJensen

Goal state before:
pp: E : Type u_1
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
α : Type u_2
f : α → E
m mα : MeasurableSpace α
μ : Measure α
s : Set E
inst✝ : IsFiniteMeasure μ
hm : m ≤ mα
hf_int : Integrable f μ
hs : IsClosed s
hc : Convex ℝ s
hf : ∀ᵐ (a : α) ∂μ, f a ∈ s
this✝¹ : MeasurableSpace E := borel E
this✝ : BorelSpace E
⊢ ∀ᵐ (a : α) ∂μ, μ[f | m] a ∈ s

Tactic:
obtain ⟨t, ht, htt⟩ := hf_int.aestronglyMeasurable.isSeparable_ae_range

Goal state after:
E : Type u_1
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
α : Type u_2
f : α → E
m mα : MeasurableSpace α
μ : Measure α
s : Set E
inst✝ : IsFiniteMeasure μ
hm : m ≤ mα
hf_int : Integrable f μ
hs : IsClosed s
hc : Convex ℝ s
hf : ∀ᵐ (a : α) ∂μ, f a ∈ s
this✝¹ : MeasurableSpace E := borel E
this✝ : BorelSpace E
t : Set E
ht : TopologicalSpace.IsSeparable t
htt : ∀ᵐ (x : α) ∂μ, f x ∈ t
⊢ ∀ᵐ (a : α) ∂μ, μ[f | m] a ∈ s
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL1

Goal state before:
pp: case neg
α : Type u_1
F' : Type u_3
inst✝² : NormedAddCommGroup F'
inst✝¹ : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝ : SigmaFinite (μ.trim hm)
f : α → F'
hF' : CompleteSpace ↥(Lp F' 1 μ)
hf : Integrable f μ
hf' : ¬f =ᵐ[μ] 0
this : CompleteSpace F'
⊢ AEStronglyMeasurable (↑↑((condExpL1CLM F' hm μ) (Integrable.toL1 f hf))) μ

Tactic:
exact aestronglyMeasurable_condExpL1CLM _

Goal state after:
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL1

Goal state before:
pp: α : Type u_1
F' : Type u_3
inst✝³ : NormedAddCommGroup F'
inst✝² : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝¹ : SigmaFinite (μ.trim hm)
f : α → F'
inst✝ : CompleteSpace F'
hfm : AEStronglyMeasurable f μ
hfi : Integrable f μ
⊢ ↑↑((condExpL1CLM F' hm μ) (Integrable.toL1 f hfi)) =ᵐ[μ] f

Tactic:
refine EventuallyEq.trans ?_ (Integrable.coeFn_toL1 hfi)

Goal state after:
α : Type u_1
F' : Type u_3
inst✝³ : NormedAddCommGroup F'
inst✝² : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝¹ : SigmaFinite (μ.trim hm)
f : α → F'
inst✝ : CompleteSpace F'
hfm : AEStronglyMeasurable f μ
hfi : Integrable f μ
⊢ ↑↑((condExpL1CLM F' hm μ) (Integrable.toL1 f hfi)) =ᵐ[μ] ↑↑(Integrable.toL1 f hfi)
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL1

Goal state before:
pp: α : Type u_1
F' : Type u_3
inst✝³ : NormedAddCommGroup F'
inst✝² : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝¹ : SigmaFinite (μ.trim hm)
f : α → F'
inst✝ : CompleteSpace F'
hfm : AEStronglyMeasurable f μ
hfi : Integrable f μ
⊢ ↑↑((condExpL1CLM F' hm μ) (Integrable.toL1 f hfi)) =ᵐ[μ] ↑↑(Integrable.toL1 f hfi)

Tactic:
condExpL1CLM_of_aestronglyMeasurable'

Goal state after:
α : Type u_1
F' : Type u_3
inst✝³ : NormedAddCommGroup F'
inst✝² : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝¹ : SigmaFinite (μ.trim hm)
f : α → F'
inst✝ : CompleteSpace F'
hfm : AEStronglyMeasurable f μ
hfi : Integrable f μ
⊢ ↑↑(Integrable.toL1 f hfi) =ᵐ[μ] ↑↑(Integrable.toL1 f hfi)

case hfm
α : Type u_1
F' : Type u_3
inst✝³ : NormedAddCommGroup F'
inst✝² : NormedSpace ℝ F'
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
inst✝¹ : SigmaFinite (μ.trim hm)
f : α → F'
inst✝ : CompleteSpace F'
hfm : AEStronglyMeasurable f μ
hfi : Integrable f μ
⊢ AEStronglyMeasurable (↑↑(Integrable.toL1 f hfi)) μ
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondJensen

Goal state before:
pp: E : Type u_1
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
α : Type u_2
f : α → E
φ : E → ℝ
m mα : MeasurableSpace α
μ : Measure α
s : Set E
inst✝ : IsFiniteMeasure μ
hm : m ≤ mα
hφ_cvx : ConvexOn ℝ s φ
hφ_cont : LowerSemicontinuousOn φ s
hf : ∀ᵐ (a : α) ∂μ, f a ∈ s
hs : IsClosed s
hf_int : Integrable f μ
hφ_int : Integrable (φ ∘ f) μ
this✝¹ : MeasurableSpace E := borel E
this✝ : BorelSpace E
⊢ φ ∘ μ[f | m] ≤ᵐ[μ] μ[φ ∘ f | m]

Tactic:
obtain ⟨t, ht, htt⟩ := hf_int.aestronglyMeasurable.isSeparable_ae_range

Goal state after:
E : Type u_1
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
α : Type u_2
f : α → E
φ : E → ℝ
m mα : MeasurableSpace α
μ : Measure α
s : Set E
inst✝ : IsFiniteMeasure μ
hm : m ≤ mα
hφ_cvx : ConvexOn ℝ s φ
hφ_cont : LowerSemicontinuousOn φ s
hf : ∀ᵐ (a : α) ∂μ, f a ∈ s
hs : IsClosed s
hf_int : Integrable f μ
hφ_int : Integrable (φ ∘ f) μ
this✝¹ : MeasurableSpace E := borel E
this✝ : BorelSpace E
t : Set E
ht : TopologicalSpace.IsSeparable t
htt : ∀ᵐ (x : α) ∂μ, f x ∈ t
⊢ φ ∘ μ[f | m] ≤ᵐ[μ] μ[φ ∘ f | m]
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.LebesgueBochner

Goal state before:
pp: case pos
𝓧 : Type u_1
m m𝓧 : MeasurableSpace 𝓧
μ : Measure 𝓧
f : 𝓧 → ℝ
hf : Integrable f μ
h'f : 0 ≤ᵐ[μ] f
hm : m ≤ m𝓧
hμ : SigmaFinite (μ.trim hm)
⊢ μ⁻[fun x ↦ ENNReal.ofReal (f x) | m] =ᵐ[μ] fun x ↦ ENNReal.ofReal (μ[f | m] x)

Tactic:
have A : μ[fun x ↦ (ENNReal.ofReal (f x)).toReal | m] =ᵐ[μ] μ[f | m] := by
    apply condExp_congr_ae
    filter_upwards [h'f] with x hx using ENNReal.toReal_ofReal hx

Goal state after:
case pos
𝓧 : Type u_1
m m𝓧 : MeasurableSpace 𝓧
μ : Measure 𝓧
f : 𝓧 → ℝ
hf : Integrable f μ
h'f : 0 ≤ᵐ[μ] f
hm : m ≤ m𝓧
hμ : SigmaFinite (μ.trim hm)
A : μ[fun x ↦ (ENNReal.ofReal (f x)).toReal | m] =ᵐ[μ] μ[f | m]
⊢ μ⁻[fun x ↦ ENNReal.ofReal (f x) | m] =ᵐ[μ] fun x ↦ ENNReal.ofReal (μ[f | m] x)