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

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
s : Set (α × α)
hs : MeasurableSet s
h_meas : ∀ (a : α), MeasurableSet (Prod.mk a ⁻¹' s)
⊢ ∫⁻ (a : α), (Function.diag ⁻¹' s).indicator 1 a ∂μ = μ (Function.diag ⁻¹' s)

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
μ : Measure α
f : α → β
hf : Measurable f
⊢ (const γ μ).map f = const γ (Measure.map f 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
κ : Kernel α β
η : Kernel γ δ
x✝ : α × γ
inst✝¹ : IsMarkovKernel κ
inst✝ : IsMarkovKernel η
x : α × γ
⊢ ((κ ∥ₖ η) x) Set.univ = 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
g : γ → α
hg : Measurable g
⊢ comap 0 g hg = 0

Tactic:
by

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

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
μ : Measure α
inst✝ : SFinite μ
⊢ μ ⊗ₘ Kernel.id = map Function.diag μ

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.comap 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
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
p : α × β → Prop
h : ∀ᵐ (x : α × β) ∂μ ⊗ₘ κ, p x
⊢ ∀ᵐ (a : α) ∂μ, ∀ᵐ (b : β) ∂κ a, p (a, b)

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
p : α → Prop
hp : MeasurableSet {x | p x}
h : ∀ᵐ (a : α) ∂μ, p a
a : α
ha : p a
⊢ ∀ᵐ (b : β) ∂κ a, p 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
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel 0
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

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
p : α → Prop
hp : MeasurableSet {x | p x}
h : ∀ᵐ (a : α) ∂μ, p a
⊢ ∀ᵐ (a : α) ∂μ, ∀ᵐ (b : β) ∂κ a, p (a, b).1

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
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel η
inst✝ : IsZeroOrMarkovKernel 0
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel 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
g : γ → α
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
hg : Measurable g
⊢ (Kernel.sum fun n ↦ (κ.seq n).comap g hg) = κ.comap g hg

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
x : α × γ
inst✝¹ : IsZeroOrMarkovKernel κ
h✝ : IsMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel 0
⊢ IsZeroOrMarkovKernel 0

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
ν : Measure β
inst✝¹ : SFinite μ
inst✝ : SFinite ν
⊢ μ ⊗ₘ Kernel.const α ν = μ.prod ν

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✝ : IsMarkovKernel κ
hg : Measurable g
a : γ
⊢ ((κ.comap g hg) a) Set.univ = 1

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 : IsZeroOrMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel η
h✝¹ : IsMarkovKernel κ
h✝ : IsMarkovKernel η
⊢ IsZeroOrMarkovKernel (κ ∥ₖ η)

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 : IsZeroOrMarkovKernel κ
inst✝ : IsZeroOrMarkovKernel η
⊢ IsZeroOrMarkovKernel (κ ∥ₖ η)

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
hg : Measurable g
⊢ IsZeroOrMarkovKernel (κ.comap g hg)

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 : IsFiniteKernel κ
inst✝ : IsFiniteKernel η
a : α × γ
⊢ (κ a.1) Set.univ * (η a.2) Set.univ ≤ κ.bound * η.bound

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
hg : Measurable g
⊢ IsFiniteKernel (κ.comap g hg)

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 ν : Measure α
inst✝¹ : SFinite μ
inst✝ : SFinite ν
κ : Kernel α β
⊢ (μ + ν) ⊗ₘ κ = μ ⊗ₘ κ + ν ⊗ₘ κ

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 : IsFiniteKernel κ
inst✝ : IsFiniteKernel η
⊢ IsFiniteKernel (κ ∥ₖ η)

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
g : γ → α
κ : Kernel α β
f : δ → γ
hf : Measurable f
hg : Measurable g
⊢ κ.comap (g ∘ f) ⋯ = (κ.comap g hg).comap f hf

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 β γ
f : α → β
g : γ → δ
hf : Measurable f
hg : Measurable g
⊢ (κ.map g).comap f hf = (κ.comap f hf).map 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
⊢ μ ⊗ₘ (κ + η) = μ ⊗ₘ κ + μ ⊗ₘ η

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
f : α → β
hf : Measurable f
⊢ Kernel.id.map f = deterministic f hf

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
⊢ IsSFiniteKernel (κ ∥ₖ η)

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
f : α → β
hf : Measurable f
⊢ Kernel.id.comap f hf = deterministic f hf

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
ι : Type u_3
inst✝¹ : Countable ι
μ : ι → Measure α
inst✝ : ∀ (i : ι), SFinite (μ i)
⊢ sum μ ⊗ₘ κ = sum fun i ↦ μ i ⊗ₘ κ

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
f : α → β
hf : Measurable f
g : β → γ
hg : Measurable g
⊢ (deterministic f hf).map g = deterministic (g ∘ 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
⊢ prodMkLeft α 0 = 0

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
⊢ prodMkRight α 0 = 0

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
κ η : Kernel α β
⊢ prodMkLeft γ (κ + η) = prodMkLeft γ κ + prodMkLeft γ η

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
κ η : Kernel α β
⊢ prodMkRight γ (κ + η) = prodMkRight γ κ + prodMkRight γ 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
μ : Measure α
ι : Type u_3
inst✝ : Countable ι
κ : ι → Kernel α β
h : ∀ (i : ι), IsSFiniteKernel (κ i)
⊢ μ ⊗ₘ Kernel.sum κ = sum fun i ↦ μ ⊗ₘ κ i

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
ι : Type u_5
inst✝ : Countable ι
κ : ι → Kernel α β
⊢ (Kernel.sum fun i ↦ prodMkLeft γ (κ i)) = prodMkLeft γ (Kernel.sum κ)

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
ι : Type u_5
inst✝ : Countable ι
κ : ι → Kernel α β
⊢ (Kernel.sum fun i ↦ prodMkRight γ (κ i)) = prodMkRight γ (Kernel.sum κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsMarkovKernel κ
⊢ IsMarkovKernel (Kernel.prodMkLeft γ κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsMarkovKernel κ
⊢ IsMarkovKernel (Kernel.prodMkRight γ 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
inst✝¹ : SFinite μ
κ : Kernel α β
inst✝ : IsMarkovKernel κ
⊢ (μ ⊗ₘ κ).fst = μ

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsZeroOrMarkovKernel κ
⊢ IsZeroOrMarkovKernel (Kernel.prodMkLeft γ κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsZeroOrMarkovKernel κ
⊢ IsZeroOrMarkovKernel (Kernel.prodMkRight γ 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
a : ℝ≥0∞
inst✝¹ : SFinite μ
inst✝ : IsSFiniteKernel κ
⊢ (a • μ) ⊗ₘ κ = a • μ ⊗ₘ κ

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsFiniteKernel κ
⊢ IsFiniteKernel (Kernel.prodMkLeft γ κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsFiniteKernel κ
⊢ IsFiniteKernel (Kernel.prodMkRight γ κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
⊢ IsSFiniteKernel (Kernel.prodMkLeft γ κ)

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
inst✝ : IsSFiniteKernel κ
⊢ IsSFiniteKernel (Kernel.prodMkRight γ κ)

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
x✝ : IsSFiniteKernel (prodMkLeft Unit κ)
⊢ Measurable fun a ↦ ((), 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
κ : Kernel α β
⊢ IsSFiniteKernel (prodMkLeft Unit κ) ↔ IsSFiniteKernel κ

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
x✝ : IsSFiniteKernel (prodMkRight Unit κ)
⊢ Measurable fun a ↦ (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
κ : Kernel α β
⊢ IsSFiniteKernel (prodMkRight Unit κ) ↔ IsSFiniteKernel κ

Tactic:
by

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
η : Kernel (α × β) γ
h : ¬IsSFiniteKernel κ
⊢ κ ⊗ₖ η = 0

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
f : α × β → ℝ≥0∞
hf : Measurable f
⊢ ∫⁻ (x : α × β), f x ∂μ ⊗ₘ κ = ∫⁻ (a : α), ∫⁻ (b : β), f (a, b) ∂κ a ∂μ

Tactic:
by

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
η : Kernel (α × β) γ
h : ¬IsSFiniteKernel η
⊢ κ ⊗ₖ η = 0

Tactic:
by

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

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✝ : IsMarkovKernel κ
⊢ (⇑κ ∘ₘ μ) Set.univ = μ Set.univ

Tactic:
by

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

Goal state before:
pp: α : Type u_1
mα : MeasurableSpace α
μ : Measure α
⊢ ⇑Kernel.id ∘ₘ μ = μ

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
δ : Type u_4
mδ : MeasurableSpace δ
γ : Type u_5
inst✝ : MeasurableSpace γ
κ : Kernel α β
f : β → δ
⊢ (prodMkLeft γ κ).map f = prodMkLeft γ (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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel α β
γ : Type u_5
mγ : MeasurableSpace γ
f : β → δ
⊢ (prodMkRight γ κ).map f = prodMkRight γ (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
⊢ swapLeft 0 = 0

Tactic:
by

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
s : Set (β × γ)
hs : MeasurableSet s
κ : Kernel α β
inst✝¹ : IsSFiniteKernel κ
η : Kernel (α × β) γ
inst✝ : IsSFiniteKernel η
a : α
⊢ Measurable
    ⇑(swap γ β ∘ₖ (η ∥ₖ Kernel.id) ∘ₖ deterministic ⇑MeasurableEquiv.prodAssoc.symm ⋯ ∘ₖ (Kernel.id ∥ₖ copy β) ∘ₖ
        (Kernel.id ∥ₖ κ))

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
κ : Kernel (α × β) γ
a : β × α
g : γ → ℝ≥0∞
⊢ ∫⁻ (c : γ), g c ∂κ.swapLeft a = ∫⁻ (c : γ), g c ∂κ a.swap

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
f : α × β → ℝ≥0∞
hf : Measurable f
s : Set α
hs : MeasurableSet s
t : Set β
ht : MeasurableSet t
⊢ ∫⁻ (x : α × β) in s ×ˢ t, f x ∂μ ⊗ₘ κ = ∫⁻ (a : α) in s, ∫⁻ (b : β) in t, f (a, b) ∂κ a ∂μ

Tactic:
by

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

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
hf : Measurable f
κ : Kernel α β
⊢ deterministic f hf ∘ₖ κ = κ.map f

Tactic:
by

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

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
g : γ → α
κ : Kernel α β
hg : Measurable g
⊢ κ ∘ₖ deterministic g hg = κ.comap g hg

Tactic:
by

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

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
g : γ → α
hf : Measurable f
hg : Measurable g
⊢ deterministic g hg ∘ₖ deterministic f hf = deterministic (g ∘ f) ⋯

Tactic:
by

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

Goal state before:
pp: α : Type u_1
β : Type u_2
mα : MeasurableSpace α
mβ : MeasurableSpace β
⊢ swap α β ∘ₖ swap β α = 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
γ : Type u_3
mα : MeasurableSpace α
mβ : MeasurableSpace β
mγ : MeasurableSpace γ
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel (α × β) γ
inst✝ : IsMarkovKernel κ
⊢ IsMarkovKernel κ.swapLeft

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel (α × β) γ
inst✝ : IsFiniteKernel κ
⊢ IsFiniteKernel κ.swapLeft

Tactic:
by

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

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 × γ)
⊢ swap β γ ∘ₖ κ = κ.map Prod.swap

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
δ : Type u_4
mδ : MeasurableSpace δ
κ : Kernel (α × β) γ
inst✝ : IsSFiniteKernel κ
⊢ IsSFiniteKernel κ.swapLeft

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
κ : Kernel α (β × γ)
⊢ κ.swapRight = κ.map Prod.swap

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
⊢ swapRight 0 = 0

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
inst✝¹ : MeasurableSingletonClass α
a : α
inst✝ : IsSFiniteKernel κ
s : Set (α × β)
hs : MeasurableSet s
⊢ (dirac a ⊗ₘ κ) s = (κ a) (Prod.mk a ⁻¹' s)

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
κ : Kernel α (β × γ)
a : α
s : Set (γ × β)
hs : MeasurableSet s
⊢ (κ.swapRight a) s = (κ a) {p | p.swap ∈ s}

Tactic:
by

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

Goal state before:
pp: β : Type u_2
mβ : MeasurableSpace β
κ : Kernel Unit β
inst✝ : IsSFiniteKernel κ
⊢ dirac () ⊗ₘ κ = map (Prod.mk ()) (κ ())

Tactic:
by

Goal state after: