Download lean/OAI/Analysis/FiniteFactor/Matrix/Entries.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 3.67 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/FiniteFactor/Matrix/Entries.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Analysis/FiniteFactor/Matrix/Entries.lean
-
curl -L -o Entries.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Analysis/FiniteFactor/Matrix/Entries.lean
3.67 kB
| import OAI.Analysis.FiniteFactor.CrossedProduct.FiberTotal | |
| import Mathlib.MeasureTheory.Integral.Prod | |
| namespace OAI | |
| namespace FiniteFactor | |
| open MeasureTheory Filter | |
| open scoped ENNReal | |
| noncomputable section | |
| abbrev sourceBaseMeasure : Measure (SourceCoordinate → ℝ) := | |
| Measure.infinitePi (fun _ => unitIntervalMeasure) | |
| /-- A product almost-everywhere identity holds on every integer fiber. -/ | |
| theorem source_ae_all_fibers {p : (SourceCoordinate → ℝ) × ℤ → Prop} | |
| (hp : ∀ᵐ z ∂sourceMeasure SourceCoordinate, p z) : | |
| ∀ᵐ x ∂sourceBaseMeasure, ∀ n : ℤ, p (x,n) := by | |
| exact (Measure.ae_ae_of_ae_prod hp).mono fun x hx => Measure.ae_count_iff.mp hx | |
| /-- Constant coordinate vector, realized in the original source L2 space. -/ | |
| def sourceBasis (n : ℤ) : SourceHilbert SourceCoordinate := | |
| sourceFiberIndicator Set.univ MeasurableSet.univ n | |
| theorem sourceBasis_coe (n : ℤ) : sourceBasis n =ᵐ[sourceMeasure SourceCoordinate] | |
| fun z => if z.2 = n then 1 else 0 := by | |
| filter_upwards [sourceFiberIndicator_coe Set.univ MeasurableSet.univ n] with z hz | |
| rw [show (sourceBasis n) z = _ from hz] | |
| by_cases hn : z.2 = n <;> simp [hn] | |
| theorem sourceBasis_zero : sourceBasis 0 = sourceVacuum := rfl | |
| /-- Actual matrix coefficients obtained by applying H to constant e_n. -/ | |
| def sourceMatrixEntry (H : SourceHilbert SourceCoordinate →L[ℂ] SourceHilbert SourceCoordinate) | |
| (k n : ℤ) (x : SourceCoordinate → ℝ) : ℂ := (H (sourceBasis n)) (x,k) | |
| theorem sourceScalar_apply_ae (g : SourceBaseFunction) (f : SourceHilbert SourceCoordinate) : | |
| sourceScalar g f =ᵐ[sourceMeasure SourceCoordinate] fun z => g.toFun z.1 * f z := by | |
| filter_upwards [sourcePi_apply_ae (fun _ => 0) g f, sourceHilbert_cube] with z hz hc | |
| change (sourcePi (fun _ => 0) g f) z = _ | |
| rw [hz] | |
| have he : coordinateRotate (fun _ : SourceCoordinate => 0) z.2 z.1 = z.1 := by | |
| funext i | |
| simpa [coordinateRotate] using Int.fract_eq_self.mpr (hc i) | |
| simp [sourcePiSymbol, he] | |
| theorem sourceScalar_indicator_basis (A : Set (SourceCoordinate → ℝ)) (hA : MeasurableSet A) | |
| (n : ℤ) : sourceScalar (sourceBaseIndicator A hA) (sourceBasis n) = | |
| sourceFiberIndicator A hA n := by | |
| apply Lp.ext | |
| filter_upwards [sourceScalar_apply_ae (sourceBaseIndicator A hA) (sourceBasis n), | |
| sourceBasis_coe n, sourceFiberIndicator_coe A hA n] with z hs hb hi | |
| rw [hs, hb, hi] | |
| by_cases ha : z.1 ∈ A <;> by_cases hn : z.2 = n <;> simp [sourceBaseIndicator, ha, hn] | |
| /-- Localizing an input coordinate localizes every output coordinate by the | |
| same base indicator. This uses the proved commutant of the actual algebra. -/ | |
| theorem sourceMatrixEntry_localize (θ : SourceCoordinate → ℝ) | |
| {H : SourceHilbert SourceCoordinate →L[ℂ] SourceHilbert SourceCoordinate} | |
| (hH : H ∈ sourceAlgebra θ) (A : Set (SourceCoordinate → ℝ)) (hA : MeasurableSet A) | |
| (n : ℤ) : ∀ᵐ x ∂sourceBaseMeasure, ∀ k : ℤ, | |
| (H (sourceFiberIndicator A hA n)) (x,k) = | |
| A.indicator (sourceMatrixEntry H k n) x := by | |
| have he : H (sourceFiberIndicator A hA n) = | |
| sourceScalar (sourceBaseIndicator A hA) (H (sourceBasis n)) := by | |
| rw [← sourceScalar_indicator_basis] | |
| exact (congrArg (fun T : SourceHilbert SourceCoordinate →L[ℂ] SourceHilbert SourceCoordinate => T (sourceBasis n)) (sourceAlgebra_commutes_scalar θ hH | |
| (sourceBaseIndicator A hA))).symm | |
| rw [he] | |
| apply (source_ae_all_fibers (sourceScalar_apply_ae (sourceBaseIndicator A hA) | |
| (H (sourceBasis n)))).mono | |
| intro x hx k | |
| rw [hx] | |
| by_cases ha : x ∈ A <;> simp [sourceBaseIndicator, sourceMatrixEntry, ha] | |
| end | |
| end FiniteFactor | |
| end OAI | |