Download lean/OAI/Geometry/IntegralFillings/Slicing/CoordinateDerivative.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
- Browser
- Download file 6.33 kB
-
https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IntegralFillings/Slicing/CoordinateDerivative.lean
- Command line
-
hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Geometry/IntegralFillings/Slicing/CoordinateDerivative.lean
-
curl -L -o CoordinateDerivative.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Geometry/IntegralFillings/Slicing/CoordinateDerivative.lean
6.33 kB
| import Mathlib | |
| import OAI.Geometry.IntegralFillings.Charts.Scalar | |
| import OAI.Geometry.IntegralFillings.Slicing.CoordinateChart | |
| namespace OAI | |
| section | |
| open Filter Set | |
| open Set Filter MeasureTheory TopologicalSpace | |
| open scoped Topology ENNReal | |
| open Set MeasureTheory | |
| open scoped RealInnerProductSpace | |
| open Matrix | |
| open scoped RealInnerProductSpace MatrixOrder | |
| open Set Filter MeasureTheory | |
| open MeasureTheory Filter Set Metric | |
| open scoped Topology Pointwise NNReal | |
| open Set MeasureTheory Measure Filter Module | |
| open Set Filter MeasureTheory Measure ContinuousLinearMap | |
| open scoped Topology Convolution NNReal | |
| open Set Filter MeasureTheory Measure Metric | |
| open scoped Topology ContDiff | |
| open Set Filter Metric | |
| open scoped Topology NNReal | |
| open Set MeasureTheory Filter | |
| open scoped Topology ENNReal NNReal | |
| namespace SharpIntegralFillings.IntegerChart | |
| open Set MeasureTheory Filter | |
| open scoped Topology | |
| variable {X : Type*} [MetricSpace X] {k : ℕ} (C : IntegerChart X (k+1)) | |
| lemma coordinateSlice_scalar_eq (t : ℝ) | |
| (ht : Integrable (fun z => (C.multiplicity (coordinateLayer k t z):ℝ)) | |
| (volume.restrict (C.coordinateDomain t))) (f : X → ℝ) | |
| {z : Euc k} (hz : z ∈ C.coordinateDomain t) : | |
| (C.coordinateSlice t ht).scalar f z = C.scalar f (coordinateLayer k t z) := by | |
| rw [(C.coordinateSlice t ht).scalar_eq hz,C.scalar_eq hz] | |
| rfl | |
| lemma coordinateSlice_fderiv (t : ℝ) | |
| (ht : Integrable (fun z => (C.multiplicity (coordinateLayer k t z):ℝ)) | |
| (volume.restrict (C.coordinateDomain t))) {f : X → ℝ} {F : Euc (k+1) → ℝ} | |
| (heq : EqOn F (C.scalar f) C.domain) {z : Euc k} | |
| (hz : z ∈ C.coordinateDomain t) (hF : DifferentiableAt ℝ F (coordinateLayer k t z)) | |
| (hu : UniqueDiffWithinAt ℝ C.domain (coordinateLayer k t z)) | |
| (hv : UniqueDiffWithinAt ℝ (C.coordinateDomain t) z) (j : Fin k) : | |
| (fderivWithin ℝ ((C.coordinateSlice t ht).scalar f) (C.coordinateDomain t) z) | |
| (EuclideanSpace.single j 1) = | |
| (fderivWithin ℝ (C.scalar f) C.domain (coordinateLayer k t z)) | |
| (EuclideanSpace.single j.succ 1) := by | |
| have hFC : fderivWithin ℝ (C.scalar f) C.domain (coordinateLayer k t z) = | |
| fderiv ℝ F (coordinateLayer k t z) := | |
| (hF.hasFDerivAt.hasFDerivWithinAt.congr (fun w hw => (heq hw).symm) (heq hz).symm).fderivWithin hu | |
| let L : Euc k →L[ℝ] Euc (k+1) := | |
| (Prism.split k).symm.toContinuousLinearMap.comp (ContinuousLinearMap.inr ℝ ℝ (Euc k)) | |
| have hl : HasFDerivAt (coordinateLayer k t) L z := by | |
| exact (Prism.split k).symm.hasFDerivAt.comp z | |
| ((hasFDerivAt_const (𝕜 := ℝ) t z).prodMk (hasFDerivAt_id (𝕜 := ℝ) z)) | |
| have hFS : fderivWithin ℝ ((C.coordinateSlice t ht).scalar f) (C.coordinateDomain t) z = | |
| (fderiv ℝ F (coordinateLayer k t z)).comp L := by | |
| apply HasFDerivWithinAt.fderivWithin _ hv | |
| apply (hF.hasFDerivAt.comp z hl).hasFDerivWithinAt.congr | |
| · intro w hw | |
| rw [C.coordinateSlice_scalar_eq t ht f hw] | |
| exact (heq hw).symm | |
| · rw [C.coordinateSlice_scalar_eq t ht f hz] | |
| exact (heq hz).symm | |
| rw [hFC,hFS,ContinuousLinearMap.comp_apply] | |
| have hb : L (EuclideanSpace.single j 1) = EuclideanSpace.single j.succ 1 := by | |
| apply (Prism.split k).injective | |
| change Prism.split k ((Prism.split k).symm (0,EuclideanSpace.single j 1)) = _ | |
| rw [ContinuousLinearEquiv.apply_symm_apply,Prism.split_single_succ] | |
| rw [hb] | |
| lemma ae_coordinateSlice_fderiv {f : X → ℝ} {K : ℝ≥0} (hf : LipschitzWith K f) : | |
| ∀ᵐ t : ℝ, ∀ (ht : Integrable (fun z => (C.multiplicity (coordinateLayer k t z):ℝ)) | |
| (volume.restrict (C.coordinateDomain t))), | |
| ∀ᵐ z ∂volume.restrict (C.coordinateDomain t), ∀ j : Fin k, | |
| (fderivWithin ℝ ((C.coordinateSlice t ht).scalar f) (C.coordinateDomain t) z) | |
| (EuclideanSpace.single j 1) = | |
| (fderivWithin ℝ (C.scalar f) C.domain (coordinateLayer k t z)) | |
| (EuclideanSpace.single j.succ 1) := by | |
| obtain ⟨L,U,hL,hU⟩ := C.bilipschitz | |
| obtain ⟨F,hF,heq⟩ := (C.scalar_lipschitzOn hL hf).extend_real | |
| have hfull : ∀ᵐ w : Euc (k+1), w ∈ C.domain → | |
| DifferentiableAt ℝ F w ∧ UniqueDiffWithinAt ℝ C.domain w := by | |
| filter_upwards [hF.ae_differentiableAt (μ := volume), | |
| (ae_restrict_iff' C.borel).mp (ae_uniqueDiffWithinAt volume C.domain)] with w hw hu | |
| exact fun hm => ⟨hw,hu hm⟩ | |
| have hp := (Prism.split_symm_measurePreserving k).quasiMeasurePreserving.ae hfull | |
| filter_upwards [Measure.ae_ae_of_ae_prod hp] with t ht | |
| intro hi | |
| have ht' : ∀ᵐ z ∂volume.restrict (C.coordinateDomain t), | |
| DifferentiableAt ℝ F (coordinateLayer k t z) ∧ | |
| UniqueDiffWithinAt ℝ C.domain (coordinateLayer k t z) := | |
| (ae_restrict_iff' (C.measurableSet_coordinateDomain t)).mpr ht | |
| filter_upwards [ht',ae_restrict_mem (C.measurableSet_coordinateDomain t), | |
| ae_uniqueDiffWithinAt volume (C.coordinateDomain t)] with z hz hm hu | |
| exact fun j => C.coordinateSlice_fderiv t hi (fun w hw => (heq hw).symm) hm hz.1 hz.2 hu j | |
| end SharpIntegralFillings.IntegerChart | |
| namespace SharpIntegralFillings.IntegerChart | |
| open Set MeasureTheory Filter | |
| open scoped Topology | |
| variable {X : Type*} [MetricSpace X] {k : ℕ} (C : IntegerChart X (k+1)) | |
| noncomputable def coordinateEmptyChart : IntegerChart X k where | |
| domain := ∅ | |
| borel := MeasurableSet.empty | |
| bounded := Bornology.isBounded_empty | |
| param := fun z => False.elim z.property | |
| bilipschitz := by | |
| refine ⟨0,0,?_,?_⟩ | |
| · apply LipschitzWith.of_dist_le_mul | |
| intro a b | |
| exact False.elim a.property | |
| · intro a b | |
| exact False.elim a.property | |
| multiplicity := fun _ => 0 | |
| integrable := by simp | |
| noncomputable def coordinateSliceTotal (t : ℝ) : IntegerChart X k := by | |
| classical | |
| exact if ht : Integrable (fun z => (C.multiplicity (coordinateLayer k t z):ℝ)) | |
| (volume.restrict (C.coordinateDomain t)) then C.coordinateSlice t ht | |
| else coordinateEmptyChart | |
| lemma ae_coordinateSliceTotal_eq : ∀ᵐ t : ℝ, | |
| ∃ ht : Integrable (fun z => (C.multiplicity (coordinateLayer k t z):ℝ)) | |
| (volume.restrict (C.coordinateDomain t)), | |
| C.coordinateSliceTotal t = C.coordinateSlice t ht := by | |
| filter_upwards [C.ae_integrable_coordinateMultiplicity] with t ht | |
| exact ⟨ht,dite_eq_left ht⟩ | |
| end SharpIntegralFillings.IntegerChart | |
| end | |
| end OAI | |