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

Goal state before:
pp: 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
x : List α
hx : x ∈ p
⊢ x.length ∈ m.toList

Tactic:
← hp_length,

Goal state after:
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
x : List α
hx : x ∈ p
⊢ x.length ∈ List.map List.length p
Module: Mathlib.GroupTheory.Perm.Centralizer

Goal state before:
pp: α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
c : ↥g.cycleFactorsFinset
hx : x ∈ (↑c).support
m : ℤ
hm : (g ^ m) (a c) = x
hx' : ↑c = g.cycleOf x
hx'' : g.cycleOf x ∈ g.cycleFactorsFinset
n : ℕ := Nat.find ⋯
hn : (g ^ ↑n) (a c) = x
this : a.ofPermHomFun τ x = (g ^ ↑n) (a (↑τ c))
⊢ (g ^ ↑n) (a c) = (g ^ m) (a c)

Tactic:
hn,

Goal state after:
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
c : ↥g.cycleFactorsFinset
hx : x ∈ (↑c).support
m : ℤ
hm : (g ^ m) (a c) = x
hx' : ↑c = g.cycleOf x
hx'' : g.cycleOf x ∈ g.cycleFactorsFinset
n : ℕ := Nat.find ⋯
hn : (g ^ ↑n) (a c) = x
this : a.ofPermHomFun τ x = (g ^ ↑n) (a (↑τ c))
⊢ x = (g ^ m) (a c)
Module: Mathlib.GroupTheory.Perm.Centralizer

Goal state before:
pp: case inl
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
c : ↥g.cycleFactorsFinset
hx : x ∈ Function.fixedPoints ⇑g
⊢ a.ofPermHomFun τ x ∈ (↑(↑τ c)).support ↔ x ∈ (↑c).support

Tactic:
simp only [ofPermHomFun_apply_of_mem_fixedPoints a τ hx]
    suffices ∀ (d : g.cycleFactorsFinset), x ∉ (d : Perm α).support by
      simp only [this]
    intro d hx'
    rw [Function.mem_fixedPoints_iff, ← notMem_support] at hx
    apply hx
    exact mem_cycleFactorsFinset_support_le d.prop hx'

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

Goal state before:
pp: case inl.hx
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
j : ℤ
hx : x ∈ Function.fixedPoints ⇑g
⊢ (g ^ j) x ∈ Function.fixedPoints ⇑g

Tactic:
Function.mem_fixedPoints_iff

Goal state after:
case inl.hx
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
j : ℤ
hx : x ∈ Function.fixedPoints ⇑g
⊢ g ((g ^ j) x) = (g ^ j) x
Module: Mathlib.GroupTheory.Perm.Centralizer

Goal state before:
pp: case inl
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
hx : x ∈ Function.fixedPoints ⇑g
c : ↥g.cycleFactorsFinset
hc : x ∈ (↑c).support
⊢ False

Tactic:
Function.mem_fixedPoints_iff

Goal state after:
case inl
α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
g : Perm α
a : g.Basis
τ : ↥(range_toPermHom' g)
x : α
hx : g x = x
c : ↥g.cycleFactorsFinset
hc : x ∈ (↑c).support
⊢ False
Module: Mathlib.GroupTheory.PushoutI

Goal state before:
pp: ι : Type u_1
G : ι → Type u_2
H : Type u_3
K : Type u_4
inst✝² : Monoid K
inst✝¹ : (i : ι) → Group (G i)
inst✝ : Group H
φ : (i : ι) → H →* G i
d : Transversal φ
i✝ : ι
g✝ : G i✝
w : NormalWord d
hmw : w.fstIdx ≠ some i✝
hgr : g✝ ∉ (φ i✝).range
n : ↑↑(φ i✝).range × ↑(d.set i✝) := ⋯.equiv (g✝ * (φ i✝) w.head)
w' : Word G := Word.cons (↑n.2) w.toWord hmw ⋯
i : ι
g : G i
hg : ⟨i, g⟩ ∈ w'.toList
⊢ g ∈ d.set i

Tactic:
by
      simp only [w', Word.cons, mem_cons, Sigma.mk.inj_iff] at hg
      rcases hg with ⟨rfl, hg | hg⟩
      · simp
      · exact w.normalized _ _ (by assumption)

Goal state after:
Module: Mathlib.GroupTheory.SpecificGroups.Alternating.KleinFour

Goal state before:
pp: α : Type u_1
inst✝¹ : DecidableEq α
inst✝ : Fintype α
hα4 : Nat.card α = 4
x✝ : (kleinFour α).Normal
this✝ : Nat.card (↥(alternatingGroup α) ⧸ kleinFour α) = 3
comm_le : commutator ↥(alternatingGroup α) ≤ kleinFour α
comm_ne_bot : commutator ↥(alternatingGroup α) ≠ ⊥
k : ↥(alternatingGroup α)
hk : k ∈ commutator ↥(alternatingGroup α)
hk' : k ≠ 1
g : ↥(alternatingGroup α)
hg : (↑g).cycleType = {2, 2}
c : Perm α
hc : (MulAut.conjNormal c) k = g
fc : MulAut ↥(alternatingGroup α) := MulAut.conjNormal c
this : ⊤ = Subgroup.map (MulEquiv.toMonoidHom fc) ⊤
⊢ (MulAut.conjNormal c) k ∈ ⁅⊤, ⊤⁆

Tactic:
by
        rw [this, ← Subgroup.map_commutator]
        refine Subgroup.mem_map_of_mem _ hk

Goal state after:
Module: Mathlib.GroupTheory.SpecificGroups.Quaternion

Goal state before:
pp: case inr.a
n : ℕ
hn : NeZero n
⊢ lcm (2 * n) 4 ∣ Monoid.exponent (QuaternionGroup n)

Tactic:
· apply lcm_dvd
    · convert! Monoid.order_dvd_exponent (a 1)
      exact orderOf_a_one.symm
    · convert! Monoid.order_dvd_exponent (xa (0 : ZMod (2 * n)))
      exact (orderOf_xa 0).symm

Goal state after:
Module: Mathlib.Probability.Kernel.Defs

Goal state before:
pp: α : Type u_1
β : Type u_2
ι : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
inst✝ : Countable ι
κ : ι → ι → Kernel α β
a : α
s : Set β
a✝ : MeasurableSet s
⊢ ((Kernel.sum fun n ↦ Kernel.sum (κ n)) a) s = ((Kernel.sum fun m ↦ Kernel.sum fun n ↦ κ n m) a) s

Tactic:
simp_rw [sum_apply]

Goal state after:
α : Type u_1
β : Type u_2
ι : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
inst✝ : Countable ι
κ : ι → ι → Kernel α β
a : α
s : Set β
a✝ : MeasurableSet s
⊢ (Measure.sum fun n ↦ Measure.sum fun n_1 ↦ (κ n n_1) a) s = (Measure.sum fun n ↦ Measure.sum fun n_1 ↦ (κ n_1 n) a) s
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
δ : Type u_4
mδ : MeasurableSpace δ
ξ : Kernel γ δ
η : Kernel β γ
κ : Kernel α β
⊢ ξ ∘ₖ η ∘ₖ κ = ξ ∘ₖ (η ∘ₖ κ)

Tactic:
refine ext_fun fun a f hf => ?_
  simp_rw [lintegral_comp _ _ _ hf, lintegral_comp _ _ _ hf.lintegral_kernel]

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
f : α → β
hf : Measurable f
a✝¹ : α
s✝ : Set β
a✝ : MeasurableSet s✝
⊢ ((Kernel.id.map f) a✝¹) s✝ = ((deterministic f hf) a✝¹) s✝

Tactic:
Kernel.map_apply _ hf,

Goal state after:
α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
f : α → β
hf : Measurable f
a✝¹ : α
s✝ : Set β
a✝ : MeasurableSet s✝
⊢ (Measure.map f (Kernel.id a✝¹)) s✝ = ((deterministic f hf) a✝¹) s✝
Module: Mathlib.Probability.Kernel.Composition.MeasureCompProd

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
μ ν : Measure α
κ η : Kernel α β
ξ : Measure α
inst✝³ : SFinite μ
inst✝² : SFinite ν
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
h : μ ⊗ₘ κ ⟂ₘ ν ⊗ₘ η
hμ : ξ ≪ μ
hν : ξ ≪ ν
hs : MeasurableSet h.nullSet
hμ_zero : (fun a ↦ (κ a) (Prod.mk a ⁻¹' h.nullSet)) =ᵐ[μ] 0
hν_zero : ∫⁻ (a : α), (η a) (Prod.mk a ⁻¹' h.nullSetᶜ) ∂ν = 0
⊢ AEMeasurable (fun a ↦ (η a) (Prod.mk a ⁻¹' h.nullSetᶜ)) ν

Tactic:
exact (Kernel.measurable_kernel_prodMk_left hs.compl).aemeasurable

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

Goal state before:
pp: case h_mono
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 : Measurable (Function.uncurry f)
F : ℕ → SimpleFunc (β × γ) ℝ≥0∞ := SimpleFunc.eapprox (Function.uncurry f)
h : ∀ (a : β) (b : γ), ⨆ n, (F n) (a, b) = f a b
h_mono : Monotone F
this : ∀ (b : β), ∫⁻ (c : γ), ⨆ n, (F n) (b, c) ∂η (a, b) = ⨆ n, ∫⁻ (c : γ), (F n) (b, c) ∂η (a, b)
h_some_meas_integral : ∀ (f' : SimpleFunc (β × γ) ℝ≥0∞), Measurable fun b ↦ ∫⁻ (c : γ), f' (b, c) ∂η (a, b)
⊢ Monotone fun n b ↦ ∫⁻ (c : γ), (F n) (b, c) ∂η (a, b)

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 : Measurable (Function.uncurry f)
F : ℕ → SimpleFunc (β × γ) ℝ≥0∞ := SimpleFunc.eapprox (Function.uncurry f)
h : ∀ (a : β) (b : γ), ⨆ n, (F n) (a, b) = f a b
h_mono : Monotone F
this : ∀ (b : β), ∫⁻ (c : γ), ⨆ n, (F n) (b, c) ∂η (a, b) = ⨆ n, ∫⁻ (c : γ), (F n) (b, c) ∂η (a, b)
h_some_meas_integral : ∀ (f' : SimpleFunc (β × γ) ℝ≥0∞), Measurable fun b ↦ ∫⁻ (c : γ), f' (b, c) ∂η (a, b)
⊢ ⨆ n, ∫⁻ (a : β × γ), (F n) a ∂(κ ⊗ₖ η) a = ⨆ n, ∫⁻ (a_1 : β), ∫⁻ (c : γ), (F n) (a_1, c) ∂η (a, a_1) ∂κ a

Tactic:
· exact fun i j hij b => lintegral_mono fun c => h_mono hij _

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 : Measurable (Function.uncurry f)
F : ℕ → SimpleFunc (β × γ) ℝ≥0∞ := SimpleFunc.eapprox (Function.uncurry f)
h : ∀ (a : β) (b : γ), ⨆ n, (F n) (a, b) = f a b
h_mono : Monotone F
this : ∀ (b : β), ∫⁻ (c : γ), ⨆ n, (F n) (b, c) ∂η (a, b) = ⨆ n, ∫⁻ (c : γ), (F n) (b, c) ∂η (a, b)
h_some_meas_integral : ∀ (f' : SimpleFunc (β × γ) ℝ≥0∞), Measurable fun b ↦ ∫⁻ (c : γ), f' (b, c) ∂η (a, b)
⊢ ⨆ n, ∫⁻ (a : β × γ), (F n) a ∂(κ ⊗ₖ η) a = ⨆ n, ∫⁻ (a_1 : β), ∫⁻ (c : γ), (F n) (a_1, c) ∂η (a, a_1) ∂κ a
Module: Mathlib.Probability.Kernel.Composition.CompProd

Goal state before:
pp: case refine_2
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 : Measurable (Function.uncurry f)
F : ℕ → SimpleFunc (β × γ) ℝ≥0∞ := SimpleFunc.eapprox (Function.uncurry f)
h : ∀ (a : β) (b : γ), ⨆ n, (F n) (a, b) = f a b
h_mono : Monotone F
this : ∀ (b : β), ∫⁻ (c : γ), ⨆ n, (F n) (b, c) ∂η (a, b) = ⨆ n, ∫⁻ (c : γ), (F n) (b, c) ∂η (a, b)
h_some_meas_integral : ∀ (f' : SimpleFunc (β × γ) ℝ≥0∞), Measurable fun b ↦ ∫⁻ (c : γ), f' (b, c) ∂η (a, b)
n : ℕ
⊢ ∀ ⦃f g : SimpleFunc (β × γ) ℝ≥0∞⦄,
    Disjoint (Function.support ⇑f) (Function.support ⇑g) →
      ∫⁻ (a : β × γ), f a ∂(κ ⊗ₖ η) a = ∫⁻ (a_2 : β), ∫⁻ (c : γ), f (a_2, c) ∂η (a, a_2) ∂κ a →
        ∫⁻ (a : β × γ), g a ∂(κ ⊗ₖ η) a = ∫⁻ (a_3 : β), ∫⁻ (c : γ), g (a_3, c) ∂η (a, a_3) ∂κ a →
          ∫⁻ (a : β × γ), (f + g) a ∂(κ ⊗ₖ η) a = ∫⁻ (a_4 : β), ∫⁻ (c : γ), (f + g) (a_4, c) ∂η (a, a_4) ∂κ a

Tactic:
· intro f f' _ hf_eq hf'_eq
    simp_rw [SimpleFunc.coe_add, Pi.add_apply]
    change
      ∫⁻ x, (f : β × γ → ℝ≥0∞) x + f' x ∂(κ ⊗ₖ η) a =
        ∫⁻ b, ∫⁻ c : γ, f (b, c) + f' (b, c) ∂η (a, b) ∂κ a
    rw [lintegral_add_left (SimpleFunc.measurable _), hf_eq, hf'_eq, ← lintegral_add_left]
    swap
    · exact h_some_meas_integral f
    congr with b
    rw [lintegral_add_left]
    exact (SimpleFunc.measurable _).comp measurable_prodMk_left

Goal state after:
Module: Mathlib.MeasureTheory.Measure.Tilted

Goal state before:
pp: case pos
α : Type u_1
mα : MeasurableSpace α
μ : Measure α
f : α → ℝ
g : α → ℝ≥0∞
s : Set α
hs : MeasurableSet s
hf : AEMeasurable f μ
⊢ ∫⁻ (a : α) in s, ((fun x ↦ ENNReal.ofReal (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ)) * g) a ∂μ =
    ∫⁻ (x : α) in s, ENNReal.ofReal (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ) * g x ∂μ

Tactic:
simp only [Pi.mul_apply]

Goal state after:
Module: Mathlib.MeasureTheory.Measure.Tilted

Goal state before:
pp: case pos
α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
f : α → ℝ
g : α → ℝ≥0∞
s : Set α
hf : AEMeasurable f μ
⊢ ∫⁻ (a : α) in s, ((fun x ↦ ENNReal.ofReal (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ)) * g) a ∂μ =
    ∫⁻ (x : α) in s, ENNReal.ofReal (rexp (f x) / ∫ (x : α), rexp (f x) ∂μ) * g x ∂μ

Tactic:
simp only [Pi.mul_apply]

Goal state after:
Module: Mathlib.MeasureTheory.Measure.Tilted

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
f : α → ℝ
μ ν : Measure α
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hf : Integrable (fun x ↦ rexp (f x)) ν
⊢ (fun x ↦ (μ.rnDeriv (ν.tilted f) x).toReal) =ᵐ[ν] fun x ↦
    (rexp (-f x) * ∫ (x : α), rexp (f x) ∂ν) * (μ.rnDeriv ν x).toReal

Tactic:
filter_upwards [rnDeriv_tilted_right μ ν hf] with x hx

Goal state after:
α : Type u_1
mα : MeasurableSpace α
f : α → ℝ
μ ν : Measure α
inst✝¹ : SigmaFinite μ
inst✝ : SigmaFinite ν
hf : Integrable (fun x ↦ rexp (f x)) ν
x : α
hx : μ.rnDeriv (ν.tilted f) x = ENNReal.ofReal (rexp (-f x) * ∫ (x : α), rexp (f x) ∂ν) * μ.rnDeriv ν x
⊢ (μ.rnDeriv (ν.tilted f) x).toReal = (rexp (-f x) * ∫ (x : α), rexp (f x) ∂ν) * (μ.rnDeriv ν x).toReal
Module: Mathlib.MeasureTheory.Measure.Decomposition.IntegralRNDeriv

Goal state before:
pp: 𝓧 : Type u_1
m𝓧 : MeasurableSpace 𝓧
μ ν : Measure 𝓧
𝓨 : Type u_2
m𝓨 : MeasurableSpace 𝓨
κ η : Kernel 𝓧 𝓨
f : ℝ → ℝ
inst✝³ : IsFiniteMeasure μ
inst✝² : IsFiniteMeasure ν
inst✝¹ : IsMarkovKernel κ
inst✝ : IsMarkovKernel η
hf : StronglyMeasurable f
hf_cvx : ConvexOn ℝ (Ici 0) f
hf_cont_at : ContinuousWithinAt f (Ici 0) 0
hf_int : Integrable (fun p ↦ f ((μ ⊗ₘ κ).rnDeriv (ν ⊗ₘ η) p).toReal) (ν ⊗ₘ η)
hκη : μ ⊗ₘ κ ≪ μ ⊗ₘ η
⊢ Integrable (fun a ↦ f (μ.rnDeriv ν a).toReal) ν

Tactic:
have hf_cont : ContinuousOn f (Ici 0) := hf_cvx.continuousOn_Ici hf_cont_at
  obtain ⟨c, c', h⟩ : ∃ c c', ∀ x, 0 ≤ x → c * x + c' ≤ f x :=
    hf_cvx.exists_affine_le_real isClosed_Ici hf_cont.lowerSemicontinuousOn
  refine integrable_of_le_of_le (f := fun a ↦ f (μ.rnDeriv ν a).toReal)
    (g₁ := fun x ↦ c * (μ.rnDeriv ν x).toReal + c')
    (g₂ := fun x ↦ ∫ b, f ((μ ⊗ₘ κ).rnDeriv (ν ⊗ₘ η) (x, b)).toReal ∂(η x))
    ?_ ?_ ?_ (by fun_prop) ?_
  · exact StronglyMeasurable.aestronglyMeasurable (by fun_prop)
  · exact ae_of_all _ fun x ↦ h _ ENNReal.toReal_nonneg
  · exact hf_cvx.apply_rnDeriv_ae_le_integral hf hf_cont_at hf_int hκη
  · exact hf_int.integral_compProd

Goal state after:
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 (c⁻¹ • μ) ν) (c⁻¹ • μ)

pp: case neg.h
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
⊢ μ ≪ c • ν

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

pp: case neg
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
⊢ ∫ (a : α), llr μ (c • ν) a ∂μ + (c • ν).real univ - μ.real univ =
    ↑c * (∫ (a : α), llr (c⁻¹ • μ) ν a ∂c⁻¹ • μ + ν.real univ - (c⁻¹ • μ).real univ)

Tactic:
· refine Integrable.smul_measure_nnreal ?_
    rw [integrable_congr h_llr_left]
    fun_prop

Goal state after:
case neg.h
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
⊢ μ ≪ c • ν

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

case neg
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
⊢ ∫ (a : α), llr μ (c • ν) a ∂μ + (c • ν).real univ - μ.real univ =
    ↑c * (∫ (a : α), llr (c⁻¹ • μ) ν a ∂c⁻¹ • μ + ν.real univ - (c⁻¹ • μ).real univ)
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.AEMeasurable

Goal state before:
pp: case refine_1
α : Type u_1
F : Type u_2
p : ℝ≥0∞
inst✝ : NormedAddCommGroup F
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
f g : ↥(lpMeasSubgroup F m p μ)
⊢ StronglyMeasurable (↑↑(lpMeasSubgroupToLpTrim F p μ hm f) + ↑↑(lpMeasSubgroupToLpTrim F p μ hm g))

Tactic:
exact (Lp.stronglyMeasurable _).add (Lp.stronglyMeasurable _)

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

Goal state before:
pp: case refine_1
α : Type u_1
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
f g : α → ℝ
hf : StronglyMeasurable f
hfi : IntegrableOn f s μ
hg : StronglyMeasurable g
hgi : IntegrableOn g s μ
hgf : ∀ (t : Set α), MeasurableSet t → μ t < ∞ → ∫ (x : α) in t, g x ∂μ = ∫ (x : α) in t, f x ∂μ
hs : MeasurableSet s
hμs : μ s ≠ ∞
h_meas_nonneg_g : MeasurableSet {x | 0 ≤ g x}
h_meas_nonneg_f : MeasurableSet {x | 0 ≤ f x}
h_meas_nonpos_g : MeasurableSet {x | g x ≤ 0}
h_meas_nonpos_f : MeasurableSet {x | f x ≤ 0}
⊢ ∫ (x : α) in {x | 0 ≤ g x}, f x ∂μ.restrict s ≤ ∫ (x : α) in {x | 0 ≤ f x}, f x ∂μ.restrict s

Tactic:
exact setIntegral_le_nonneg (hm _ h_meas_nonneg_g) hf hfi

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

Goal state before:
pp: case refine_3
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)
h_meas : AEStronglyMeasurable (↑↑↑((condExpL2 ℝ ℝ hm) f)) μ := lpMeas.aestronglyMeasurable ((condExpL2 ℝ ℝ hm) f)
g : α → ℝ := Exists.choose h_meas
hg_meas : StronglyMeasurable g
hg_eq : g =ᵐ[μ] ↑↑↑((condExpL2 ℝ ℝ hm) f)
hg_eq_restrict : g =ᵐ[μ.restrict s] ↑↑↑((condExpL2 ℝ ℝ hm) f)
hg_nnnorm_eq : (fun x ↦ ↑‖g x‖₊) =ᵐ[μ.restrict s] fun x ↦ ↑‖↑↑↑((condExpL2 ℝ ℝ hm) f) x‖₊
⊢ Integrable g (μ.restrict s)

Tactic:
integrable_congr hg_eq_restrict

Goal state after:
case refine_3
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)
h_meas : AEStronglyMeasurable (↑↑↑((condExpL2 ℝ ℝ hm) f)) μ := lpMeas.aestronglyMeasurable ((condExpL2 ℝ ℝ hm) f)
g : α → ℝ := Exists.choose h_meas
hg_meas : StronglyMeasurable g
hg_eq : g =ᵐ[μ] ↑↑↑((condExpL2 ℝ ℝ hm) f)
hg_eq_restrict : g =ᵐ[μ.restrict s] ↑↑↑((condExpL2 ℝ ℝ hm) f)
hg_nnnorm_eq : (fun x ↦ ↑‖g x‖₊) =ᵐ[μ.restrict s] fun x ↦ ↑‖↑↑↑((condExpL2 ℝ ℝ hm) f) x‖₊
⊢ Integrable (↑↑↑((condExpL2 ℝ ℝ hm) f)) (μ.restrict s)
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL2

Goal state before:
pp: α : Type u_1
E : Type u_2
𝕜 : Type u_7
inst✝³ : RCLike 𝕜
inst✝² : NormedAddCommGroup E
inst✝¹ : InnerProductSpace 𝕜 E
inst✝ : CompleteSpace E
m m0 : MeasurableSpace α
μ : Measure α
hm : m ≤ m0
f : ↥(Lp E 2 μ)
c : E
⊢ ↑↑↑((condExpL2 𝕜 𝕜 hm) (MemLp.toLp (fun a ↦ ⟪c, ↑↑f a⟫) ⋯)) =ᵐ[μ] fun a ↦ ⟪c, ↑↑↑((condExpL2 E 𝕜 hm) f) a⟫

Tactic:
have h_mem_Lp : MemLp (fun a => ⟪c, (condExpL2 E 𝕜 hm f : α → E) a⟫) 2 μ := by
    refine MemLp.const_inner _ ?_; exact Lp.memLp _
  have h_eq : h_mem_Lp.toLp _ =ᵐ[μ] fun a => ⟪c, (condExpL2 E 𝕜 hm f : α → E) a⟫ :=
    h_mem_Lp.coeFn_toLp
  refine EventuallyEq.trans ?_ h_eq
  refine Lp.ae_eq_of_forall_setIntegral_eq' 𝕜 hm _ _ two_ne_zero ENNReal.coe_ne_top
    (fun s _ hμs => integrableOn_condExpL2_of_measure_ne_top hm hμs.ne _) ?_ ?_ ?_ ?_
  · intro s _ hμs
    rw [IntegrableOn, integrable_congr (ae_restrict_of_ae h_eq)]
    exact (integrableOn_condExpL2_of_measure_ne_top hm hμs.ne _).const_inner _
  · intro s hs hμs
    rw [integral_condExpL2_eq_of_fin_meas_real _ hs hμs.ne,
      integral_congr_ae (ae_restrict_of_ae h_eq), ←
      L2.inner_indicatorConstLp_eq_setIntegral_inner 𝕜 (↑(condExpL2 E 𝕜 hm f)) (hm s hs) c hμs.ne,
      ← inner_condExpL2_left_eq_right, condExpL2_indicator_of_measurable _ hs,
      L2.inner_indicatorConstLp_eq_setIntegral_inner 𝕜 f (hm s hs) c hμs.ne,
      setIntegral_congr_ae (hm s hs)
        ((MemLp.coeFn_toLp ((Lp.memLp f).const_inner c)).mono fun x hx _ => hx)]
  · exact lpMeas.aestronglyMeasurable _
  · refine AEStronglyMeasurable.congr ?_ h_eq.symm
    exact (lpMeas.aestronglyMeasurable _).const_inner

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

Goal state before:
pp: case refine_2
α : Type u_1
E' : Type u_3
𝕜 : Type u_7
inst✝⁴ : RCLike 𝕜
inst✝³ : NormedAddCommGroup E'
inst✝² : InnerProductSpace 𝕜 E'
inst✝¹ : CompleteSpace E'
inst✝ : NormedSpace ℝ E'
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
f : ↥(Lp E' 2 μ)
hs : MeasurableSet s
hμs : μ s ≠ ∞
c : E'
h_ae_eq_f : ↑↑(MemLp.toLp (fun a ↦ ⟪c, ↑↑f a⟫) ⋯) =ᵐ[μ] fun a ↦ ⟪c, ↑↑f a⟫
⊢ ∫ (a : α) in s, ⟪c, ↑↑↑((condExpL2 E' 𝕜 hm) f) a⟫ ∂μ - ∫ (a : α) in s, ⟪c, ↑↑f a⟫ ∂μ = 0

Tactic:
rw [sub_eq_zero, ←
    setIntegral_congr_ae (hm s hs) ((condExpL2_const_inner hm f c).mono fun x hx _ => hx), ←
    setIntegral_congr_ae (hm s hs) (h_ae_eq_f.mono fun x hx _ => hx)]

Goal state after:
case refine_2
α : Type u_1
E' : Type u_3
𝕜 : Type u_7
inst✝⁴ : RCLike 𝕜
inst✝³ : NormedAddCommGroup E'
inst✝² : InnerProductSpace 𝕜 E'
inst✝¹ : CompleteSpace E'
inst✝ : NormedSpace ℝ E'
m m0 : MeasurableSpace α
μ : Measure α
s : Set α
hm : m ≤ m0
f : ↥(Lp E' 2 μ)
hs : MeasurableSet s
hμs : μ s ≠ ∞
c : E'
h_ae_eq_f : ↑↑(MemLp.toLp (fun a ↦ ⟪c, ↑↑f a⟫) ⋯) =ᵐ[μ] fun a ↦ ⟪c, ↑↑f a⟫
⊢ ∫ (x : α) in s, ↑↑↑((condExpL2 𝕜 𝕜 hm) (MemLp.toLp (fun a ↦ ⟪c, ↑↑f a⟫) ⋯)) x ∂μ =
    ∫ (x : α) in s, ↑↑(MemLp.toLp (fun a ↦ ⟪c, ↑↑f a⟫) ⋯) x ∂μ
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Basic

Goal state before:
pp: case neg
α : Type u_1
E : Type u_3
f : α → E
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
m₁ m₂ m₀ : MeasurableSpace α
μ : Measure α
hm₁₂ : m₁ ≤ m₂
hm₂ : m₂ ≤ m₀
inst✝ : SigmaFinite (μ.trim hm₂)
hμm₁ : SigmaFinite (μ.trim ⋯)
hf : ¬Integrable f μ
⊢ μ[μ[f | m₂] | m₁] =ᵐ[μ] μ[f | m₁]

pp: case pos
α : Type u_1
E : Type u_3
f : α → E
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
m₁ m₂ m₀ : MeasurableSpace α
μ : Measure α
hm₁₂ : m₁ ≤ m₂
hm₂ : m₂ ≤ m₀
inst✝ : SigmaFinite (μ.trim hm₂)
hμm₁ : SigmaFinite (μ.trim ⋯)
hf : Integrable f μ
⊢ μ[μ[f | m₂] | m₁] =ᵐ[μ] μ[f | m₁]

Tactic:
· simp_rw [condExp_of_not_integrable hf, condExp_zero]; rfl

Goal state after:
case pos
α : Type u_1
E : Type u_3
f : α → E
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
m₁ m₂ m₀ : MeasurableSpace α
μ : Measure α
hm₁₂ : m₁ ≤ m₂
hm₂ : m₂ ≤ m₀
inst✝ : SigmaFinite (μ.trim hm₂)
hμm₁ : SigmaFinite (μ.trim ⋯)
hf : Integrable f μ
⊢ μ[μ[f | m₂] | m₁] =ᵐ[μ] μ[f | m₁]
Module: Mathlib.MeasureTheory.Function.ConditionalLExpectation

Goal state before:
pp: Ω : Type u_1
mΩ₀ mΩ : MeasurableSpace Ω
P : Measure Ω
f : Ω → ℝ≥0∞
hf : ∫⁻ (x : Ω), f x ∂P ≠ ∞
hm : mΩ ≤ mΩ₀
hσ : SigmaFinite (P.trim hm)
⊢ ∫⁻ (x : Ω), P⁻[f | mΩ] x ∂P ≠ ∞

Tactic:
lintegral_condLExp

Goal state after:
Ω : Type u_1
mΩ₀ mΩ : MeasurableSpace Ω
P : Measure Ω
f : Ω → ℝ≥0∞
hf : ∫⁻ (x : Ω), f x ∂P ≠ ∞
hm : mΩ ≤ mΩ₀
hσ : SigmaFinite (P.trim hm)
⊢ ∫⁻ (ω : Ω), f ω ∂P ≠ ∞