mathlib-initiative/mathlib-tactics huggingface dataset:
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
s : Set α
hf : Integrable (fun x ↦ rexp (f x)) μ
⊢ ∫⁻ (a : α) in s, ENNReal.ofReal (rexp (f a) / ∫ (x : α), rexp (f x) ∂μ) ∂μ =
    ENNReal.ofReal (∫ (a : α) in s, rexp (f a) / ∫ (x : α), rexp (f x) ∂μ ∂μ)

Tactic:
← ofReal_integral_eq_lintegral_ofReal

Goal state after:
case pos
α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
f : α → ℝ
s : Set α
hf : Integrable (fun x ↦ rexp (f x)) μ
⊢ ENNReal.ofReal (∫ (x : α) in s, rexp (f x) / ∫ (x : α), rexp (f x) ∂μ ∂μ) =
    ENNReal.ofReal (∫ (a : α) in s, rexp (f a) / ∫ (x : α), rexp (f x) ∂μ ∂μ)

case pos.hfi
α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
f : α → ℝ
s : Set α
hf : Integrable (fun x ↦ rexp (f x)) μ
⊢ Integrable (fun a ↦ rexp (f a) / ∫ (x : α), rexp (f x) ∂μ) (μ.restrict s)

case pos.f_nn
α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
f : α → ℝ
s : Set α
hf : Integrable (fun x ↦ rexp (f x)) μ
⊢ 0 ≤ᵐ[μ.restrict s] fun a ↦ rexp (f a) / ∫ (x : α), rexp (f x) ∂μ
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
η : Kernel (α × β) γ
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
x : α
s : Set β
hs : MeasurableSet s
b : β
⊢ (η (x, b)) {c | b ∈ s} = s.indicator (fun b ↦ (η (x, b)) Set.univ) b

Tactic:
by_cases hb : b ∈ s <;> simp [hb]

Goal state after:
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 ↦ (μ.rnDeriv ν x).toReal

Tactic:
filter_upwards [exp_llr μ ν, Measure.rnDeriv_pos' hμν] with x hx hx_pos
  rwa [if_neg hx_pos.ne'] at hx

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

Goal state before:
pp: 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 < ∞
⊢ (∫ (x : α), rexp (f x) ∂μ)⁻¹ ≠ 0

Tactic:
simp only [ne_eq, inv_eq_zero]
      exact (integral_exp_pos hf).ne'

Goal state after:
Module: Mathlib.MeasureTheory.Function.LpSpace.CompleteOfCompleteLp

Goal state before:
pp: case inr.inr
α : Type u_1
E : Type u_2
inst✝¹ : NormedAddCommGroup E
mα : MeasurableSpace α
p : ℝ≥0∞
μ : Measure α
inst✝ : Nontrivial ↥(Lp E p μ)
f : ↥(Lp E p μ)
hf : f ≠ 0
hfne : ¬↑↑f =ᵐ[μ] 0
h'p : p < ∞
hp : p ≠ 0
h'f : AEFinStronglyMeasurable (↑↑f) μ
s : Set α
s_meas : MeasurableSet s
s_pos : 0 < μ s
s_top : μ s < ∞
⊢ Nontrivial ↥(Lp ℝ p μ)

Tactic:
apply nontrivial_of_ne (indicatorConstLp p s_meas s_top.ne 1) 0

Goal state after:
case inr.inr
α : Type u_1
E : Type u_2
inst✝¹ : NormedAddCommGroup E
mα : MeasurableSpace α
p : ℝ≥0∞
μ : Measure α
inst✝ : Nontrivial ↥(Lp E p μ)
f : ↥(Lp E p μ)
hf : f ≠ 0
hfne : ¬↑↑f =ᵐ[μ] 0
h'p : p < ∞
hp : p ≠ 0
h'f : AEFinStronglyMeasurable (↑↑f) μ
s : Set α
s_meas : MeasurableSet s
s_pos : 0 < μ s
s_top : μ s < ∞
⊢ indicatorConstLp p s_meas ⋯ 1 ≠ 0
Module: Mathlib.InformationTheory.KullbackLeibler.Basic

Goal state before:
pp: 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
⊢ 0 ≤ ∫ (x : α), llr μ ν x ∂μ + ν.real univ - μ.real univ

Tactic:
rw [← integral_klFun_rnDeriv hμν h_int]
  exact integral_nonneg fun x ↦ klFun_nonneg ENNReal.toReal_nonneg

Goal state after:
Module: Mathlib.InformationTheory.KullbackLeibler.Basic

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
c : ℝ≥0
hc : ¬c = 0
hc' : ↑c ≠ 0
hμ_smul : ∀ (μ : Measure α), μ = c⁻¹ • c • μ
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
⊢ Integrable (llr (c • μ) (c • ν)) (c • μ)

pp: case pos
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
c : ℝ≥0
hc : ¬c = 0
hc' : ↑c ≠ 0
hμ_smul : ∀ (μ : Measure α), μ = c⁻¹ • c • μ
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
⊢ ENNReal.ofReal (klDiv (c • μ) (c • ν)).toReal = ↑c * ENNReal.ofReal (klDiv μ ν).toReal

Tactic:
· refine Integrable.smul_measure_nnreal ?_
    rw [integrable_congr (llr_smul_nnreal_same hμν c hc)]
    fun_prop

Goal state after:
case pos
α : Type u_1
mα : MeasurableSpace α
μ ν : Measure α
inst✝¹ : IsFiniteMeasure μ
inst✝ : IsFiniteMeasure ν
c : ℝ≥0
hc : ¬c = 0
hc' : ↑c ≠ 0
hμ_smul : ∀ (μ : Measure α), μ = c⁻¹ • c • μ
hμν : μ ≪ ν
h_int : Integrable (llr μ ν) μ
⊢ ENNReal.ofReal (klDiv (c • μ) (c • ν)).toReal = ↑c * ENNReal.ofReal (klDiv μ ν).toReal
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.CondexpL1

Goal state before:
pp: α : Type u_1
G : Type u_4
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
⊢ MemLp (↑↑(condExpIndL1Fin hm hs hμs x)) 1 μ

Tactic:
exact Lp.memLp _

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)
hf : ↑↑f =ᵐ[μ.restrict s] 0
⊢ ∫⁻ (x : α) in s, ↑‖↑↑↑((condExpL2 ℝ ℝ hm) f) x‖₊ ∂μ = 0

Tactic:
← nonpos_iff_eq_zero

Goal state after:
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)
hf : ↑↑f =ᵐ[μ.restrict s] 0
⊢ ∫⁻ (x : α) in s, ↑‖↑↑↑((condExpL2 ℝ ℝ hm) f) x‖₊ ∂μ ≤ 0
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
⊢ MemLp (↑↑↑((condExpL2 E 𝕜 hm) f)) 2 μ

Tactic:
exact Lp.memLp _

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

Goal state before:
pp: case refine_1
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)
s : Set α
inst✝ : CompleteSpace F'
f : ↥(Lp F' 1 μ)
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : F'
t : Set α
ht : MeasurableSet t
hμt : μ t < ∞
⊢ ∫ (x_1 : α) in s, ↑↑((condExpInd F' hm μ t) x) x_1 ∂μ =
    ∫ (x_1 : α) in s, ↑↑↑(simpleFunc.indicatorConst 1 ht ⋯ x) x_1 ∂μ

Tactic:
rw [Lp.simpleFunc.coe_indicatorConst, setIntegral_indicatorConstLp (hm _ hs)]

Goal state after:
case refine_1
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)
s : Set α
inst✝ : CompleteSpace F'
f : ↥(Lp F' 1 μ)
hs : MeasurableSet s
hμs : μ s ≠ ∞
x : F'
t : Set α
ht : MeasurableSet t
hμt : μ t < ∞
⊢ ∫ (x_1 : α) in s, ↑↑((condExpInd F' hm μ t) x) x_1 ∂μ = μ.real (t ∩ s) • x
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.AEMeasurable

Goal state before:
pp: α : Type u_1
F : Type u_2
p : ℝ≥0∞
inst✝² : NormedAddCommGroup F
m m0 : MeasurableSpace α
μ : Measure α
inst✝¹ : Fact (1 ≤ p)
inst✝ : NormedSpace ℝ F
hm : m ≤ m0
hp_ne_top : p ≠ ∞
P : ↥(Lp F p μ) → Prop
h_ind : ∀ (c : F) {s : Set α} (hs : MeasurableSet s) (hμs : μ s < ∞), P ↑(simpleFunc.indicatorConst p ⋯ ⋯ c)
h_add :
  ∀ ⦃f g : α → F⦄ (hf : MemLp f p μ) (hg : MemLp g p μ),
    StronglyMeasurable f →
      StronglyMeasurable g →
        Disjoint (Function.support f) (Function.support g) →
          P (MemLp.toLp f hf) → P (MemLp.toLp g hg) → P (MemLp.toLp f hf + MemLp.toLp g hg)
h_closed : IsClosed {f | P ↑f}
f✝ : ↥(Lp F p μ)
hf✝ : AEStronglyMeasurable (↑↑f✝) μ
f g : α → F
hf : MemLp f p μ
hg : MemLp g p μ
hfm : AEStronglyMeasurable f μ
hgm : AEStronglyMeasurable g μ
h_disj : Disjoint (Function.support f) (Function.support g)
hPf : P (MemLp.toLp f hf)
hPg : P (MemLp.toLp g hg)
s_f : Set α := Function.support (AEStronglyMeasurable.mk f hfm)
hs_f : MeasurableSet s_f
hs_f_eq : s_f =ᵐ[μ] Function.support f
s_g : Set α := Function.support (AEStronglyMeasurable.mk g hgm)
hs_g : MeasurableSet s_g
hs_g_eq : s_g =ᵐ[μ] Function.support g
h_inter_empty : s_f ∩ s_g =ᵐ[μ] ∅
f' : α → F := (s_f \ s_g).indicator (AEStronglyMeasurable.mk f hfm)
this : s_f \ s_g =ᵐ[μ] s_f
⊢ AEStronglyMeasurable.mk f hfm =ᵐ[μ] f

Tactic:
exact hfm.ae_eq_mk.symm

Goal state after:
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]

Tactic:
simp_rw [condExp_of_not_integrable hf, condExp_zero]

Goal state after:
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
⊢ 0 =ᵐ[μ] 0
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case refine_2
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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ μ[sᶜ.indicator (sᶜ.indicator f) | m] =ᵐ[μ] μ[sᶜ.indicator f | m]

Tactic:
Set.indicator_indicator,

Goal state after:
case refine_2
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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ μ[(sᶜ ∩ sᶜ).indicator f | m] =ᵐ[μ] μ[sᶜ.indicator f | m]
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: 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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ s.indicator μ[s.indicator f | m] + s.indicator (sᶜ.indicator μ[sᶜ.indicator f | m]) =ᵐ[μ]
    s.indicator μ[s.indicator f | m]

Tactic:
Set.indicator_indicator,

Goal state after:
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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ s.indicator μ[s.indicator f | m] + (s ∩ sᶜ).indicator μ[sᶜ.indicator f | m] =ᵐ[μ] s.indicator μ[s.indicator f | m]
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case refine_2
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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ μ[s.indicator (s.indicator f) | m] =ᵐ[μ] μ[s.indicator f | m]

Tactic:
Set.indicator_indicator,

Goal state after:
case refine_2
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 this✝ : SigmaFinite (μ.trim hm)
this : s.indicator μ[f | m] =ᵐ[μ] s.indicator μ[s.indicator f + sᶜ.indicator f | m]
⊢ μ[(s ∩ s).indicator f | m] =ᵐ[μ] μ[s.indicator f | m]
Module: Mathlib.MeasureTheory.Function.ConditionalExpectation.Indicator

Goal state before:
pp: case refine_1
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hm : m ≤ m0
inst✝ : SigmaFinite (μ.trim hm)
hs_m : MeasurableSet s
hf_int : Integrable f μ
this : SigmaFinite ((μ.restrict s).trim hm)
t : Set α
ht : MeasurableSet t
a✝ : μ t < ∞
⊢ Integrable (t.indicator (s.indicator (μ.restrict s)[f | m])) μ

Tactic:
Set.indicator_indicator,

Goal state after:
case refine_1
α : Type u_1
E : Type u_2
m m0 : MeasurableSpace α
inst✝³ : NormedAddCommGroup E
inst✝² : NormedSpace ℝ E
inst✝¹ : CompleteSpace E
μ : Measure α
f : α → E
s : Set α
hm : m ≤ m0
inst✝ : SigmaFinite (μ.trim hm)
hs_m : MeasurableSet s
hf_int : Integrable f μ
this : SigmaFinite ((μ.restrict s).trim hm)
t : Set α
ht : MeasurableSet t
a✝ : μ t < ∞
⊢ Integrable ((t ∩ s).indicator (μ.restrict s)[f | m]) 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
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
Y : Submodule ℝ E := (Submodule.span ℝ t).topologicalClosure
this : CompleteSpace ↥Y
⊢ ∀ᵐ (a : α) ∂μ, μ[f | m] a ∈ s

Tactic:
have : SecondCountableTopology Y := ht.span.closure.secondCountableTopology

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✝² : MeasurableSpace E := borel E
this✝¹ : BorelSpace E
t : Set E
ht : TopologicalSpace.IsSeparable t
htt : ∀ᵐ (x : α) ∂μ, f x ∈ t
Y : Submodule ℝ E := (Submodule.span ℝ t).topologicalClosure
this✝ : CompleteSpace ↥Y
this : SecondCountableTopology ↥Y
⊢ ∀ᵐ (a : α) ∂μ, μ[f | m] a ∈ s
Module: Mathlib.MeasureTheory.Function.ConditionalLExpectation

Goal state before:
pp: case pos
Ω : Type u_1
mΩ₀ mΩ : MeasurableSpace Ω
P : Measure Ω
X : Ω → ℝ≥0∞
hm : mΩ ≤ mΩ₀
⊢ Measurable P⁻[X | mΩ]

pp: case neg
Ω : Type u_1
mΩ₀ mΩ : MeasurableSpace Ω
P : Measure Ω
X : Ω → ℝ≥0∞
hm : ¬mΩ ≤ mΩ₀
⊢ Measurable P⁻[X | mΩ]

Tactic:
· by_cases hσ : SigmaFinite (P.trim hm)
    · by_cases hX : Measurable[mΩ] X
      · simp [condLExp_eq_self hm, hX]
      simp [condLExp_of_not_sub_sigma_measurable hm _ hX, measurable_rnDeriv]
    simp [condLExp_of_not_sigmaFinite hm hσ, measurable_zero]

Goal state after:
case neg
Ω : Type u_1
mΩ₀ mΩ : MeasurableSpace Ω
P : Measure Ω
X : Ω → ℝ≥0∞
hm : ¬mΩ ≤ mΩ₀
⊢ Measurable P⁻[X | mΩ]
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 ≠ ∞
⊢ ∀ᵐ (x : Ω) ∂P, P⁻[f | mΩ] x ≠ ∞

Tactic:
filter_upwards [condLExp_lt_top hf] with x hx using hx.ne

Goal state after:
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
t : Set E
ht : TopologicalSpace.IsSeparable t
htt : ∀ᵐ (x : α) ∂μ, f x ∈ t
Y : Submodule ℝ E := (Submodule.span ℝ t).topologicalClosure
this : CompleteSpace ↥Y
⊢ φ ∘ μ[f | m] ≤ᵐ[μ] μ[φ ∘ f | m]

Tactic:
have : SecondCountableTopology Y := ht.span.closure.secondCountableTopology

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✝² : MeasurableSpace E := borel E
this✝¹ : BorelSpace E
t : Set E
ht : TopologicalSpace.IsSeparable t
htt : ∀ᵐ (x : α) ∂μ, f x ∈ t
Y : Submodule ℝ E := (Submodule.span ℝ t).topologicalClosure
this✝ : CompleteSpace ↥Y
this : SecondCountableTopology ↥Y
⊢ φ ∘ μ[f | m] ≤ᵐ[μ] μ[φ ∘ f | m]
Module: Mathlib.LinearAlgebra.AffineSpace.Matrix

Goal state before:
pp: ι : Type u₁
k : Type u₂
V : Type u₃
P : Type u₄
inst✝⁶ : AddCommGroup V
inst✝⁵ : AffineSpace V P
inst✝⁴ : Ring k
inst✝³ : Module k V
b : AffineBasis ι k P
ι' : Type u_1
inst✝² : Fintype ι
inst✝¹ : Finite ι'
inst✝ : DecidableEq ι'
p : ι' → P
A : Matrix ι ι' k
hA : b.toMatrix p * A = 1
⊢ AffineIndependent k p

Tactic:
by
  cases nonempty_fintype ι'
  rw [affineIndependent_iff_eq_of_fintype_affineCombination_eq]
  intro w₁ w₂ hw₁ hw₂ hweq
  have hweq' : w₁ ᵥ* b.toMatrix p = w₂ ᵥ* b.toMatrix p := by
    ext j
    change (∑ i, w₁ i • b.coord j (p i)) = ∑ i, w₂ i • b.coord j (p i)
    rw [← Finset.univ.affineCombination_eq_linear_combination _ _ hw₁,
      ← Finset.univ.affineCombination_eq_linear_combination _ _ hw₂,
      ← Function.comp_def (b.coord j) p, ← Finset.univ.map_affineCombination p w₁ hw₁,
      ← Finset.univ.map_affineCombination p w₂ hw₂, hweq]
  replace hweq' := congr_arg (fun w => w ᵥ* A) hweq'
  simpa only [Matrix.vecMul_vecMul, hA, Matrix.vecMul_one] using hweq'

Goal state after:
Module: Mathlib.RingTheory.TensorProduct.IsBaseChangeFree

Goal state before:
pp: R : Type u_1
inst✝⁸ : CommSemiring R
S : Type u_2
inst✝⁷ : CommSemiring S
inst✝⁶ : Algebra R S
V : Type u_3
inst✝⁵ : AddCommMonoid V
inst✝⁴ : Module R V
W : Type u_4
inst✝³ : AddCommMonoid W
inst✝² : Module R W
inst✝¹ : Module S W
inst✝ : IsScalarTower R S W
ι : Type u_5
ε : V →ₗ[R] W
b : Module.Basis ι R V
ibc : IsBaseChange S ε
i : ι
⊢ (basis b ibc) i = ε (b i)

Tactic:
simp only [basis, LinearEquiv.baseChange, Module.Basis.coe_ofRepr, LinearEquiv.trans_symm,
    LinearEquiv.symm_symm, LinearEquiv.trans_apply]

Goal state after:
R : Type u_1
inst✝⁸ : CommSemiring R
S : Type u_2
inst✝⁷ : CommSemiring S
inst✝⁶ : Algebra R S
V : Type u_3
inst✝⁵ : AddCommMonoid V
inst✝⁴ : Module R V
W : Type u_4
inst✝³ : AddCommMonoid W
inst✝² : Module R W
inst✝¹ : Module S W
inst✝ : IsScalarTower R S W
ι : Type u_5
ε : V →ₗ[R] W
b : Module.Basis ι R V
ibc : IsBaseChange S ε
i : ι
⊢ ibc.equiv
      ((TensorProduct.AlgebraTensorModule.congr (LinearEquiv.refl S S) b.repr).symm
        (⋯.equiv.symm (Finsupp.single i 1))) =
    ε (b i)
Module: Mathlib.RingTheory.TensorProduct.IsBaseChangeFree

Goal state before:
pp: case refine_1
R : Type u_1
inst✝⁶ : CommSemiring R
V : Type u_2
inst✝⁵ : AddCommMonoid V
inst✝⁴ : Module R V
A : Type u_3
inst✝³ : CommSemiring A
inst✝² : Algebra A R
inst✝¹ : Module A V
inst✝ : IsScalarTower A R V
ι : Type u_4
b : Module.Basis ι R V
j : R ⊗[A] (ι →₀ A) ≃ₗ[R] ι →₀ R := finsuppScalarRight A R R ι
⊢ R ⊗[A] (ι →₀ A) ≃ₗ[R] V

Tactic:
apply LinearEquiv.ofBijective (Finsupp.linearCombination R b ∘ₗ j)

Goal state after:
case refine_1
R : Type u_1
inst✝⁶ : CommSemiring R
V : Type u_2
inst✝⁵ : AddCommMonoid V
inst✝⁴ : Module R V
A : Type u_3
inst✝³ : CommSemiring A
inst✝² : Algebra A R
inst✝¹ : Module A V
inst✝ : IsScalarTower A R V
ι : Type u_4
b : Module.Basis ι R V
j : R ⊗[A] (ι →₀ A) ≃ₗ[R] ι →₀ R := ⋯
⊢ Function.Bijective ⇑(Finsupp.linearCombination R ⇑b ∘ₗ ↑j)
Module: Mathlib.LinearAlgebra.Alternating.DomCoprod

Goal state before:
pp: ιa : Type u_1
ιb : Type u_2
inst✝¹⁰ : Fintype ιa
inst✝⁹ : Fintype ιb
R' : Type u_3
Mᵢ : Type u_4
N₁ : Type u_5
N₂ : Type u_6
inst✝⁸ : CommSemiring R'
inst✝⁷ : AddCommGroup N₁
inst✝⁶ : Module R' N₁
inst✝⁵ : AddCommGroup N₂
inst✝⁴ : Module R' N₂
inst✝³ : AddCommMonoid Mᵢ
inst✝² : Module R' Mᵢ
inst✝¹ : DecidableEq ιa
inst✝ : DecidableEq ιb
a : MultilinearMap R' (fun x ↦ Mᵢ) N₁
b : MultilinearMap R' (fun x ↦ Mᵢ) N₂
σ : Perm (ιa ⊕ ιb)
f : Perm ιa × Perm ιb →* Perm (ιa ⊕ ιb) := sumCongrHom ιa ιb
⊢ ∑ τ with ⟦τ⟧ = Quotient.mk'' σ, sign τ • domDomCongr τ (a.domCoprod b) =
    ∑ τ with τ⁻¹ * σ ∈ f.range, sign τ • domDomCongr τ (a.domCoprod b)

Tactic:
simp [QuotientGroup.leftRel_apply, f, Quotient.eq]

Goal state after:
Module: Mathlib.LinearAlgebra.QuadraticForm.TensorProduct

Goal state before:
pp: R : Type uR
A : Type uA
M₁ : Type uM₁
M₂ : Type uM₂
inst✝¹¹ : CommRing R
inst✝¹⁰ : CommRing A
inst✝⁹ : AddCommGroup M₁
inst✝⁸ : AddCommGroup M₂
inst✝⁷ : Algebra R A
inst✝⁶ : Module R M₁
inst✝⁵ : Module A M₁
inst✝⁴ : SMulCommClass R A M₁
inst✝³ : IsScalarTower R A M₁
inst✝² : Module R M₂
inst✝¹ : Invertible 2
inst✝ : Invertible 2
Q₁ : QuadraticForm A M₁
Q₂ : QuadraticForm R M₂
⊢ 2 • (associatedHom A) (Q₁.tmul Q₂) =
    ⅟2 • 2 • 2 • (BilinForm.tensorDistrib R A) ((associatedHom A) Q₁ ⊗ₜ[R] (associatedHom R) Q₂)

Tactic:
associated_tmul

Goal state after:
R : Type uR
A : Type uA
M₁ : Type uM₁
M₂ : Type uM₂
inst✝¹¹ : CommRing R
inst✝¹⁰ : CommRing A
inst✝⁹ : AddCommGroup M₁
inst✝⁸ : AddCommGroup M₂
inst✝⁷ : Algebra R A
inst✝⁶ : Module R M₁
inst✝⁵ : Module A M₁
inst✝⁴ : SMulCommClass R A M₁
inst✝³ : IsScalarTower R A M₁
inst✝² : Module R M₂
inst✝¹ : Invertible 2
inst✝ : Invertible 2
Q₁ : QuadraticForm A M₁
Q₂ : QuadraticForm R M₂
⊢ 2 • BilinForm.tmul (associated Q₁) (associated Q₂) =
    ⅟2 • 2 • 2 • (BilinForm.tensorDistrib R A) ((associatedHom A) Q₁ ⊗ₜ[R] (associatedHom R) Q₂)
Module: Mathlib.LinearAlgebra.CliffordAlgebra.BaseChange

Goal state before:
pp: R : Type u_1
A : Type u_2
V : Type u_3
inst✝⁵ : CommRing R
inst✝⁴ : CommRing A
inst✝³ : AddCommGroup V
inst✝² : Algebra R A
inst✝¹ : Module R V
inst✝ : Invertible 2
Q : QuadraticForm R V
⊢ { f // ∀ (m : V), f m * f m = (algebraMap R (CliffordAlgebra (QuadraticForm.baseChange A Q))) (Q m) }

Tactic:
refine ⟨(ι (Q.baseChange A)).restrictScalars R ∘ₗ TensorProduct.mk R A V 1, fun v => ?_⟩
    refine (CliffordAlgebra.ι_sq_scalar (Q.baseChange A) (1 ⊗ₜ v)).trans ?_
    rw [QuadraticForm.baseChange_tmul, one_mul, ← Algebra.algebraMap_eq_smul_one,
      ← IsScalarTower.algebraMap_apply]

Goal state after:
Module: Mathlib.LinearAlgebra.Transvection.Basic

Goal state before:
pp: case hle
V : Type u_2
inst✝³ : AddCommGroup V
K : Type u_3
inst✝² : DivisionRing K
inst✝¹ : Module K V
inst✝ : Module.Finite K V
e : V ≃ₗ[K] V
x✝ : e ∈ dilatransvections K V ∧ e.fixedReduce = 1
he : finrank K (V ⧸ (↑e).fixedSubmodule) ≤ 1
he' : e.fixedReduce = 1
he_one : ¬e = 1
hefixed_ne_top : (↑e).fixedSubmodule ≠ ⊤
w : V
hw : w ∉ (↑e).fixedSubmodule
f : Dual K V
hfw : f w ≠ 0
hf : map f (↑e).fixedSubmodule = ⊥
this : finrank K (V ⧸ ker f) = 1
x : V
⊢ x ∈ (↑e).fixedSubmodule → f x ∈ map f (↑e).fixedSubmodule

Tactic:
exact mem_map_of_mem

Goal state after: