mathlib-initiative/mathlib-tactics huggingface dataset:
Module: Mathlib.Probability.Kernel.MeasurableLIntegral

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α → β → ℝ≥0∞
hf : Measurable (uncurry f)
F : ℕ → SimpleFunc (α × β) ℝ≥0∞ := SimpleFunc.eapprox (uncurry f)
h : ∀ (a : α) (b : β), ⨆ n, (F n) (a, b) = f a b
⊢ ∀ (a : α), ∫⁻ (b : β), ⨆ n, (F n) (a, b) ∂κ a = ⨆ n, ∫⁻ (b : β), (F n) (a, b) ∂κ a

Tactic:
by

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

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
⊢ 0 < 1 / K

Tactic:
by

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

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
⊢ IsZeroOrMarkovKernel (η ∘ₖ κ)

Tactic:
by

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 : IsFiniteKernel η
κ : Kernel α β
inst✝ : IsFiniteKernel κ
a : α
⊢ (κ a) Set.univ * η.bound ≤ κ.bound * η.bound

Tactic:
by

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 : IsFiniteKernel η
κ : Kernel α β
inst✝ : IsFiniteKernel κ
⊢ IsFiniteKernel (η ∘ₖ κ)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
⊢ |1 / K| < 1

Tactic:
by

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 : IsSFiniteKernel η
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
⊢ IsSFiniteKernel (η ∘ₖ κ)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
hAbs : |1 / K| < 1
⊢ Tendsto (fun r ↦ ↑r * ↑maxLen / K ^ r) atTop (nhds 0)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
κ : Kernel α α
m n : ℕ
a : α
s : Set α
hs : MeasurableSet s
⊢ ((κ ^ (m + n)) a) s = ∫⁻ (b : α), ((κ ^ n) b) s ∂(κ ^ m) a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
κ : Kernel α α
n : ℕ
a : α
s : Set α
hs : MeasurableSet s
⊢ ((κ ^ (n + 1)) a) s = ∫⁻ (b : α), (κ b) s ∂(κ ^ n) a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
hAbs : |1 / K| < 1
this : Tendsto (fun r ↦ ↑r * ↑maxLen / K ^ r) atTop (nhds 0)
r : ℕ
hr : ∀ (b : ℕ), r ≤ b → ↑b * ↑maxLen / K ^ b < 1
⊢ r + 1 ≥ 1

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
hAbs : |1 / K| < 1
this : Tendsto (fun r ↦ ↑r * ↑maxLen / K ^ r) atTop (nhds 0)
r : ℕ
hr : ∀ (b : ℕ), r ≤ b → ↑b * ↑maxLen / K ^ b < 1
⊢ r ≤ r + 1

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
h_kraft : 1 < ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
K : ℝ := ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length
maxLen : ℕ := S.sup List.length
hAbs : |1 / K| < 1
this✝ : Tendsto (fun r ↦ ↑r * ↑maxLen / K ^ r) atTop (nhds 0)
r : ℕ
hr : ∀ (b : ℕ), r ≤ b → ↑b * ↑maxLen / K ^ b < 1
this : ↑(r + 1) * ↑maxLen / K ^ (r + 1) < 1
⊢ 0 < K ^ (r + 1)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
S : Finset (List α)
inst✝¹ : Fintype α
inst✝ : Nonempty α
h : UniquelyDecodable ↑S
⊢ ∑ w ∈ S, (1 / ↑(Fintype.card α)) ^ w.length ≤ 1

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α → β → ℝ≥0∞
hf : Measurable (uncurry f)
F : ℕ → SimpleFunc (α × β) ℝ≥0∞ := SimpleFunc.eapprox (uncurry f)
h : ∀ (a : α) (b : β), ⨆ n, (F n) (a, b) = f a b
this : ∀ (a : α), ∫⁻ (b : β), ⨆ n, (F n) (a, b) ∂κ a = ⨆ n, ∫⁻ (b : β), (F n) (a, b) ∂κ a
n : ℕ
g₁ g₂ : SimpleFunc (α × β) ℝ≥0∞
a✝ : Disjoint (support ⇑g₁) (support ⇑g₂)
hm₁ : Measurable fun a ↦ ∫⁻ (b : β), g₁ (a, b) ∂κ a
hm₂ : Measurable fun a ↦ ∫⁻ (b : β), g₂ (a, b) ∂κ a
a : α
⊢ Measurable fun b ↦ g₁ (a, b)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α → β → ℝ≥0∞
hf : Measurable (uncurry f)
F : ℕ → SimpleFunc (α × β) ℝ≥0∞ := SimpleFunc.eapprox (uncurry f)
h : ∀ (a : α) (b : β), ⨆ n, (F n) (a, b) = f a b
this : ∀ (a : α), ∫⁻ (b : β), ⨆ n, (F n) (a, b) ∂κ a = ⨆ n, ∫⁻ (b : β), (F n) (a, b) ∂κ a
n : ℕ
g₁ g₂ : SimpleFunc (α × β) ℝ≥0∞
a✝ : Disjoint (support ⇑g₁) (support ⇑g₂)
hm₁ : Measurable fun a ↦ ∫⁻ (b : β), g₁ (a, b) ∂κ a
hm₂ : Measurable fun a ↦ ∫⁻ (b : β), g₂ (a, b) ∂κ a
⊢ (fun a ↦ ∫⁻ (b : β), g₁ (a, b) + g₂ (a, b) ∂κ a) =
    (fun a ↦ ∫⁻ (b : β), g₁ (a, b) ∂κ a) + fun a ↦ ∫⁻ (b : β), g₂ (a, b) ∂κ a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α → β → ℝ≥0∞
hf : Measurable (uncurry f)
⊢ Measurable fun a ↦ ∫⁻ (b : β), f a b ∂κ a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α × β → ℝ≥0∞
hf : Measurable f
⊢ Measurable fun a ↦ ∫⁻ (b : β), f (a, b) ∂κ a

Tactic:
by

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

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 (α × β) γ
a : α
inst✝ : IsSFiniteKernel η
f : β × γ → ℝ≥0∞
hf : Measurable f
⊢ Measurable fun x ↦ ∫⁻ (y : γ), f (x, y) ∂η (a, x)

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : α → β → ℝ≥0∞
hf : Measurable (uncurry f)
s : Set β
hs : MeasurableSet s
⊢ Measurable fun a ↦ ∫⁻ (b : β) in s, f a b ∂κ a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : β × α → ℝ≥0∞
hf : Measurable f
⊢ Measurable fun y ↦ ∫⁻ (x : β), f (x, y) ∂κ y

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : β → α → ℝ≥0∞
hf : Measurable (uncurry f)
⊢ Measurable fun y ↦ ∫⁻ (x : β), f x y ∂κ y

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : β → α → ℝ≥0∞
hf : Measurable (uncurry f)
s : Set β
hs : MeasurableSet s
⊢ Measurable fun b ↦ ∫⁻ (a : β) in s, f a b ∂κ b

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
f : β → ℝ≥0∞
hf : Measurable f
⊢ Measurable fun a ↦ ∫⁻ (b : β), f b ∂κ a

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : β → ℝ≥0∞
hf : Measurable f
s : Set β
hs : MeasurableSet s
⊢ Measurable (uncurry fun a ↦ f)

Tactic:
by

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
κ : Kernel α β
η : Kernel γ δ
h : IsSFiniteKernel κ ∧ IsSFiniteKernel η
⊢ Measurable fun x ↦ (κ x.1).prod (η x.2)

Tactic:
by

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
h : ¬IsSFiniteKernel κ
⊢ κ ∥ₖ η = 0

Tactic:
by

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
κ : Kernel α β
h : ¬IsSFiniteKernel η
⊢ κ ∥ₖ η = 0

Tactic:
by

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
inst✝¹ : IsSFiniteKernel κ
η : Kernel γ δ
inst✝ : IsSFiniteKernel η
x : α × γ
⊢ (κ ∥ₖ η) x = (κ x.1).prod (η x.2)

Tactic:
by

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

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✝
γ : Type u_4
δ : Type u_5
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
f✝ : β → γ
g : γ → α
κ : Kernel α β
f : β → γ
hf : Measurable f
⊢ Measurable fun a ↦ Measure.map f (κ a)

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
κ : Kernel α β
f : β → γ
hf : ¬Measurable f
⊢ κ.map f = 0

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
κ : Kernel α β
f : β → γ
hf : Measurable f
⊢ κ.mapOfMeasurable f hf = κ.map f

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
κ : Kernel α β
hf : Measurable f
a : α
⊢ (κ.map f) a = Measure.map f (κ a)

Tactic:
by

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 : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
s : Set (β × δ)
hs : MeasurableSet s
⊢ ((κ ∥ₖ η) x) s = ∫⁻ (b : β), (η x.2) (Prod.mk b ⁻¹' s) ∂κ x.1

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
κ : Kernel α β
hf : Measurable f
a : α
s : Set γ
hs : MeasurableSet s
⊢ ((κ.map f) a) s = (κ a) (f ⁻¹' s)

Tactic:
rw [map_apply _ hf, Measure.map_apply hf hs]

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
κ : Kernel α β
hf : Measurable f
a : α
s : Set γ
hs : MeasurableSet s
⊢ ((κ.map f) a) s = (κ a) (f ⁻¹' s)

Tactic:
by

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 : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
s : Set β
t : Set δ
⊢ ((κ ∥ₖ η) x) (s ×ˢ t) = (κ x.1) s * (η x.2) t

Tactic:
by

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 : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
⊢ ((κ ∥ₖ η) x) Set.univ = (κ x.1) Set.univ * (η x.2) Set.univ

Tactic:
by

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
γ : Type u_4
δ : Type u_5
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
κ : Kernel α β
f : β → γ
hf : Measurable f
g : γ → δ
hg : Measurable g
⊢ κ.map (g ∘ f) = (κ.map f).map g

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
⊢ map 0 f = 0

Tactic:
by

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
κ : Kernel α β
⊢ κ.map id = κ

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
h : ¬SFinite μ
⊢ μ ⊗ₘ κ = 0

Tactic:
by

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
⊢ 0 ∥ₖ η = 0

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
κ : Kernel α β
hf : Measurable f
a : α
g' : γ → ℝ≥0∞
hg : Measurable g'
⊢ ∫⁻ (b : γ), g' b ∂(κ.map f) a = ∫⁻ (a : β), g' (f a) ∂κ a

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
h : ¬IsSFiniteKernel κ
⊢ μ ⊗ₘ κ = 0

Tactic:
by

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
⊢ κ ∥ₖ 0 = 0

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
⊢ Kernel.id ∥ₖ Kernel.id = Kernel.id

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
κ : Kernel α β
f : β ≃ᵐ γ
η : Kernel α γ
⊢ κ.map ⇑f = η ↔ κ = η.map ⇑f.symm

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
s : Set (α × β)
hs : MeasurableSet s
⊢ (μ ⊗ₘ κ) s = ∫⁻ (a : α), (κ a) (Prod.mk a ⁻¹' s) ∂μ

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
inst✝¹ : SFinite μ
inst✝ : IsMarkovKernel κ
⊢ (μ ⊗ₘ κ) univ = μ univ

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
s : Set α
t : Set β
hs : MeasurableSet s
ht : MeasurableSet t
⊢ (μ ⊗ₘ κ) (s ×ˢ t) = ∫⁻ (a : α) in s, (κ a) t ∂μ

Tactic:
simp [compProd, Kernel.compProd_apply_prod hs ht]

Goal state after:
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 : Measure α
κ : Kernel α β
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
s : Set α
t : Set β
hs : MeasurableSet s
ht : MeasurableSet t
⊢ (μ ⊗ₘ κ) (s ×ˢ t) = ∫⁻ (a : α) in s, (κ a) t ∂μ

Tactic:
by

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
f : α → γ
g : β → δ
hf : Measurable f
hg : Measurable g
⊢ deterministic f hf ∥ₖ deterministic g hg = deterministic (Prod.map f g) ⋯

Tactic:
by

Goal state after:
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 : Measure α
κ η : Kernel α β
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
h : ⇑κ =ᵐ[μ] ⇑η
⊢ μ ⊗ₘ κ = μ ⊗ₘ η

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
κ : Kernel α β
⊢ 0 ⊗ₘ κ = 0

Tactic:
by

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
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
ac : α × γ
g : β × δ → ℝ≥0∞
hg : Measurable g
⊢ ∫⁻ (bd : β × δ), g bd ∂(κ ∥ₖ η) ac = ∫⁻ (b : β), ∫⁻ (d : δ), g (b, d) ∂η ac.2 ∂κ ac.1

Tactic:
by

Goal state after:
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 : Measure α
⊢ μ ⊗ₘ 0 = 0

Tactic:
by

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
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
ac : α × γ
g : β × δ → ℝ≥0∞
hg : Measurable g
⊢ ∫⁻ (bd : β × δ), g bd ∂(κ ∥ₖ η) ac = ∫⁻ (d : δ), ∫⁻ (b : β), g (b, d) ∂κ ac.1 ∂η ac.2

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
f : β → γ
⊢ (Kernel.sum fun n ↦ (κ.seq n).map f) = κ.map f

Tactic:
by

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
γ : Type u_4
mγ : MeasurableSpace γ
f : β → γ
κ : Kernel α β
inst✝ : IsMarkovKernel κ
hf : Measurable f
a : α
⊢ ((κ.map f) a) Set.univ = 1

Tactic:
by

Goal state after:
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 : Measure α
κ : Kernel α β
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
⊢ μ ⊗ₘ κ = 0 ↔ ∀ᵐ (a : α) ∂μ, κ a = 0

Tactic:
by

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
ι : Type u_5
inst✝¹ : Countable ι
κ : ι → Kernel α β
inst✝ : ∀ (i : ι), IsSFiniteKernel (κ i)
η : Kernel γ δ
⊢ Kernel.sum κ ∥ₖ η = Kernel.sum fun i ↦ κ i ∥ₖ η

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
γ : Type u_3
mγ : MeasurableSpace γ
κ : Kernel α β
η : Kernel (α × β) γ
inst✝¹ : IsSFiniteKernel κ
inst✝ : IsSFiniteKernel η
a : α
⊢ (κ ⊗ₖ η) a = κ a ⊗ₘ η.sectR a

Tactic:
by

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

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✝
γ : Type u_4
δ : Type u_5
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
f✝ : β → γ
g : γ → α
κ : Kernel α β
inst✝ : IsZeroOrMarkovKernel κ
f : β → γ
⊢ IsZeroOrMarkovKernel (κ.map f)

Tactic:
by

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

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✝
γ : Type u_4
δ : Type u_5
mγ : MeasurableSpace γ
mδ : MeasurableSpace δ
f✝ : β → γ
g : γ → α
κ : Kernel α β
inst✝ : IsFiniteKernel κ
f : β → γ
⊢ IsFiniteKernel (κ.map f)

Tactic:
by

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
ι : Type u_5
inst✝¹ : Countable ι
κ : Kernel α β
η : ι → Kernel γ δ
inst✝ : ∀ (i : ι), IsSFiniteKernel (η i)
⊢ κ ∥ₖ Kernel.sum η = Kernel.sum fun i ↦ κ ∥ₖ η i

Tactic:
by

Goal state after: