-
Notifications
You must be signed in to change notification settings - Fork 2
Expand file tree
/
Copy pathRealRooted.lean
More file actions
1198 lines (1198 loc) · 59.1 KB
/
Copy pathRealRooted.lean
File metadata and controls
1198 lines (1198 loc) · 59.1 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
import RealRooted.ASWCubicCharacteristic
import RealRooted.ASWCubicClosedForm
import RealRooted.ASWCubicClosedFormAdapter
import RealRooted.ASWCubicDegreeThree
import RealRooted.ASWCubicDominance
import RealRooted.ASWCubicEqualModulus
import RealRooted.ASWCubicMinors
import RealRooted.ASWCubicNonrealFactor
import RealRooted.ASWCubicRecurrence
import RealRooted.ASWKarlinKernel
import RealRooted.ASWKarlinMatrix
import RealRooted.ASWKarlinSineBounds
import RealRooted.ASWKarlinThreshold
import RealRooted.ASWKarlinVariation
import RealRooted.ASWKarlinVectors
import RealRooted.AffineDerivative
import RealRooted.AffineFamily
import RealRooted.AffineFamily.Basic
import RealRooted.AffineFamily.Boundary
import RealRooted.AffineFamily.LowDegree
import RealRooted.AffineFamily.PositiveFamily
import RealRooted.AffineFamily.RootCrossing
import RealRooted.AffineFamily.Wronskian
import RealRooted.AffineLineRestriction
import RealRooted.AffineProperPosition
import RealRooted.AissenSchoenbergWhitney
import RealRooted.AissenSchoenbergWhitneyBase
import RealRooted.AllCombo
import RealRooted.Apolarity
import RealRooted.Applications.EulerianVariations
import RealRooted.Applications.EulerianVariations.CyclicPathDescents
import RealRooted.Applications.EulerianVariations.PeakValues
import RealRooted.Applications.EulerianVariations.TernaryRuns
import RealRooted.Applications.EulerianVariations.TernaryRuns.Recurrence
import RealRooted.Analysis.PowerTail
import RealRooted.Analysis.PowerTail.Bernoulli
import RealRooted.Analysis.PowerTail.Quadratic
import RealRooted.Analysis.PowerTail.Telescoping
import RealRooted.ArrayPolynomialDeterminant
import RealRooted.ArrayPolynomialDeterminantIdentification
import RealRooted.ArrayPolynomialDeterminantRecurrence
import RealRooted.ArrayPolynomialSchur
import RealRooted.ArrayPolynomialWeights
import RealRooted.Basic
import RealRooted.Basic.AffineInterlacing
import RealRooted.Basic.Coefficients
import RealRooted.Basic.Coefficients.Multivariate
import RealRooted.Basic.IntervalInequalities
import RealRooted.Basic.PolynomialFacts
import RealRooted.Basic.ProperPosition
import RealRooted.Basic.RootLists
import RealRooted.BasisTransform
import RealRooted.Bezoutian
import RealRooted.Bezoutian.ComplexRoots
import RealRooted.Bezoutian.LowDegree
import RealRooted.Bezoutian.MatrixBasics
import RealRooted.Bezoutian.RootEvaluation
import RealRooted.Bezoutian.StrictInterleaving
import RealRooted.Bezoutian.WronskianConverse
import RealRooted.BivariateOpenMapping
import RealRooted.BrandenLeite.ChainPolynomial
import RealRooted.BrandenLeite.ChainPolynomial.Algebra
import RealRooted.BrandenLeite.ChainPolynomial.Resolution
import RealRooted.BrandenLeite.Network
import RealRooted.BrandenLeite.NetworkTotallyNonneg
import RealRooted.BrandenLeite.NetworkWhitney
import RealRooted.BrandenVecchi.Chow
import RealRooted.BrandenLeite.Resolvable
import RealRooted.BrandenLeite.ResolvableTotallyNonneg
import RealRooted.BrandenLeite.Theorem37
import RealRooted.BrandenLeite.WhitneyReduction
import RealRooted.BorceaBranden.Applications.AffineFiniteSymbol
import RealRooted.BorceaBranden.Applications.BidiagonalSymbol
import RealRooted.BorceaBranden.Applications.BidiagonalSymbol.RealConsequences
import RealRooted.BorceaBranden.Applications.ComplexClassification
import RealRooted.BorceaBranden.Applications.ComplexUnivariateSymbol
import RealRooted.BorceaBranden.Applications.DegreeBoxPolarization
import RealRooted.BorceaBranden.Applications.EulerFiniteSymbol
import RealRooted.BorceaBranden.Applications.GeneralDegreeBoxPolarization
import RealRooted.BorceaBranden.Applications.GeneralDegreeBoxPolarization.CoefficientExtraction
import RealRooted.BorceaBranden.Applications.GeneralDegreeBoxPolarization.Derivative
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJAuxiliary
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJAuxiliary.Homogeneous
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJOutput
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJOutput.PFHomogenize
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJOutput.PolyaFrequency
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJOutput.Product
import RealRooted.BorceaBranden.Applications.HarmonicSubstitution.BFJOutput.Stability
import RealRooted.BorceaBranden.Applications.HomogenizeStable
import RealRooted.BorceaBranden.Applications.RealUnivariateSymbol
import RealRooted.BorceaBranden.Applications.RealUnivariateSymbol.Interlacing
import RealRooted.BorceaBranden.Applications.UnivariateSymbol
import RealRooted.BorceaBranden.BoundarySpecialization
import RealRooted.BorceaBranden.FiniteSymbolBasis
import RealRooted.BorceaBranden.FiniteSymbolClassification
import RealRooted.BorceaBranden.FiniteSymbolCoefficient
import RealRooted.BorceaBranden.FiniteSymbolContraction
import RealRooted.BorceaBranden.FiniteSymbolDegree
import RealRooted.BorceaBranden.FiniteSymbolLinearity
import RealRooted.BorceaBranden.FiniteSymbolPreserver
import RealRooted.BorceaBranden.FiniteSymbolProduct
import RealRooted.BorceaBranden.FiniteSymbolReciprocal
import RealRooted.BorceaBranden.FiniteSymbolReconstruction
import RealRooted.BorceaBranden.FiniteSymbolReconstructionCore
import RealRooted.BorceaBranden.UnivariateFiniteSymbol
import RealRooted.BoundarySpecializationGeneral
import RealRooted.BoundarySpecializationRight
import RealRooted.CauchyInterlacing
import RealRooted.CauchyInterlacing.Polynomial
import RealRooted.ClassicalHurwitzMatrix
import RealRooted.ClassicalHurwitzMatrix.Routh
import RealRooted.ClassicalHurwitzMatrix.Routh.Determinant
import RealRooted.ClassicalHurwitzMatrix.Routh.ReverseTotallyNonnegative
import RealRooted.ClassicalHurwitzMatrix.Routh.Sequence
import RealRooted.ClassicalHurwitzMatrix.Routh.Sequence.TotallyNonnegative
import RealRooted.ClassicalHurwitzMatrix.Routh.TotallyNonnegative
import RealRooted.ClassicalHurwitzMatrix.Stability
import RealRooted.ClassicalHurwitzMatrix.Stability.ClosedLimit
import RealRooted.ClassicalHurwitzMatrix.Stability.Closure
import RealRooted.ClassicalHurwitzMatrix.Stability.Converse
import RealRooted.ClassicalHurwitzMatrix.Stability.Criterion
import RealRooted.ClassicalHurwitzMatrix.Stability.Extraction
import RealRooted.ClassicalHurwitzMatrix.Stability.HermiteBiehler
import RealRooted.ClassicalHurwitzMatrix.Stability.Parity
import RealRooted.ClassicalHurwitzMatrix.Stability.Rotation
import RealRooted.ClassicalHurwitzMatrix.Stability.Routh
import RealRooted.ClassicalHurwitzMatrix.Stability.Routh.ProperPosition
import RealRooted.ClassicalHurwitzMatrix.Stability.Routh.Reverse
import RealRooted.ClassicalHurwitzMatrix.Stability.Routh.Sequence
import RealRooted.ClassicalHurwitzMatrix.Stability.Routh.WeakReverse
import RealRooted.ClassicalHurwitzMatrix.Stability.Terminal
import RealRooted.ClassicalHurwitzMatrix.Stability.Vieta
import RealRooted.ClassicalHurwitzMatrix.Stability.WeakConverse
import RealRooted.ClassicalHurwitzMatrix.TotallyNonnegative
import RealRooted.Challenges.AissenSchoenbergWhitney
import RealRooted.Challenges.BorceaBranden
import RealRooted.Challenges.BrandenSolus
import RealRooted.Challenges.BraunJal
import RealRooted.Challenges.CauchyInterlacing
import RealRooted.Challenges.ChudnovskySeymour
import RealRooted.Challenges.Eulerian
import RealRooted.Challenges.Favard
import RealRooted.Challenges.Hadamard
import RealRooted.Challenges.HermiteBiehlerHurwitz
import RealRooted.Challenges.HermitePoulain
import RealRooted.Challenges.HosterStump
import RealRooted.Challenges.Issue34SingleMatrixCounterexample
import RealRooted.Challenges.Issue34WindowObstruction
import RealRooted.Challenges.Kurtz
import RealRooted.Challenges.MatrixInterlacing
import RealRooted.Challenges.Obreschkoff
import RealRooted.Challenges.OperatorPreservers
import RealRooted.Challenges.VeroneseSections
import RealRooted.Challenges.Wagner
import RealRooted.ChudnovskySeymour
import RealRooted.ChudnovskySeymour.Core
import RealRooted.ChudnovskySeymour.Reductions
import RealRooted.ClosedSegmentCountEqFromAnalytic
import RealRooted.CoefficientDominance
import RealRooted.CoefficientDominance.LogConcavity
import RealRooted.CoefficientDominance.RootGap
import RealRooted.CoefficientDominance.Sequence
import RealRooted.CoefficientDominance.Symmetric
import RealRooted.CoefficientDominance.Symmetric.Finite
import RealRooted.CoefficientDominance.Symmetric.Polynomial
import RealRooted.CoefficientDominance.Symmetric.Sharp
import RealRooted.CoefficientDominance.Symmetric.Tail
import RealRooted.CoefficientDominance.Symmetric.Upper
import RealRooted.CoefficientShape
import RealRooted.CombinatorialExamples
import RealRooted.CombinatorialExamples.BigDescentsOddBinom
import RealRooted.CombinatorialExamples.ColoredSetPartitions
import RealRooted.CombinatorialExamples.Common
import RealRooted.CombinatorialExamples.Eulerian
import RealRooted.CombinatorialExamples.Motzkin
import RealRooted.CombinatorialExamples.Narayana
import RealRooted.CombinatorialExamples.OneDescentGamma
import RealRooted.CombinatorialExamples.PeakValues
import RealRooted.CombinatorialExamples.PeakValues.Insertion
import RealRooted.CombinatorialExamples.PeakValues.InsertionSum
import RealRooted.CombinatorialExamples.PeakValues.Sharpness
import RealRooted.CombinatorialExamples.PeakValues.Stability
import RealRooted.CombinatorialExamples.PeakValues.TranslatedRecurrence
import RealRooted.CombinatorialExamples.PeakValues.WeightedInterleaving
import RealRooted.CombinatorialExamples.Simsun
import RealRooted.CombinatorialExamples.SingletonFreeSetPartitions
import RealRooted.CombinatorialExamples.StirlingPermutations
import RealRooted.CombinatorialExamples.SturmDerangementsExc
import RealRooted.CombinatorialExamples.Touchard
import RealRooted.CombinatorialExamples.TypeBEulerian
import RealRooted.Combinatorics.OrderedSubsetPairsNarayana
import RealRooted.CommonInterleaver.AffineBoundary
import RealRooted.CommonInterleaver.DescPolynomial
import RealRooted.CommonInterleaver.FamilyUpgrade
import RealRooted.CommonInterleaver.Finite
import RealRooted.CommonInterleaver.IntervalLemmas
import RealRooted.CommonInterleaver.PairBridge
import RealRooted.CommonInterleaver.PairBridge.Compatibility
import RealRooted.CommonInterleaver.PairBridge.Compatibility.NonnegativeShift
import RealRooted.CommonInterleaver.PairBridge.Forward
import RealRooted.CommonInterleaver.PairBridge.Reduction
import RealRooted.CommonInterleaver.PairBridge.Reduction.AllCombo
import RealRooted.CommonInterleaver.PairBridge.Reduction.Basic
import RealRooted.CommonInterleaver.PairBridge.Reduction.CommonInterleaver
import RealRooted.CommonInterleaver.PairBridge.Reduction.CommonRoot
import RealRooted.CommonInterleaver.PairBridge.SuccDegree
import RealRooted.CommonInterleaver.PairBridge.SuccDegree.ClosedSegment
import RealRooted.CommonInterleaver.PairBridge.SuccDegree.RootCount
import RealRooted.CommonInterleaver.PairBridge.SuccDegree.RootCrossing
import RealRooted.CommonInterleaver.PairBridge.SuccDegree.SlotData
import RealRooted.CommonInterleaver.PairwiseUpgrade
import RealRooted.CommonInterleaver.PairwiseUpgrade.FamilyCompatibility
import RealRooted.CommonInterleaver.PairwiseUpgrade.FourWay
import RealRooted.CommonInterleaver.PairwiseUpgrade.FourWay.Equivalences
import RealRooted.CommonInterleaver.PairwiseUpgrade.LowDegree
import RealRooted.CommonInterleaver.RightPencil
import RealRooted.CommonInterleaver.RootDesc
import RealRooted.CommonInterleaver.RootCountCombinatorics
import RealRooted.CommonInterleaver.RootSelection
import RealRooted.CommonInterleaver.RootSelectionExamples
import RealRooted.CommonInterleaver.RootSelectionTree
import RealRooted.CommonInterleaver.RootSlots
import RealRooted.CommonInterleaver.RootSlots.Basic
import RealRooted.CommonInterleaver.Sequence
import RealRooted.CommonInterleaver.SameDegreeRootCount
import RealRooted.CommonInterleaver.Statements
import RealRooted.CommonInterleaver.SuccDegreeEndpoint
import RealRooted.CommonInterleaver.SuccDegreeLowDegree
import RealRooted.CommonInterleaverFamilySum
import RealRooted.CommonInterleaverExamples
import RealRooted.CommonInterleaverSeq
import RealRooted.CommonInterleaverTwo
import RealRooted.Compatibility.Basic
import RealRooted.Compatibility.InterleaverBridge
import RealRooted.Compatibility.Pair
import RealRooted.Compatibility.Three
import RealRooted.ComplexCesaro
import RealRooted.ComplexPowers
import RealRooted.ConvexCombination
import RealRooted.CubicDiscriminant
import RealRooted.CubicNewton
import RealRooted.DegreeDropDivXPrec
import RealRooted.DegreeDropReversal
import RealRooted.DegreeIncreasingLocalLowerCount
import RealRooted.Derivative
import RealRooted.Derivative.Algebra
import RealRooted.Derivative.FamilyClosure
import RealRooted.Derivative.Interlacing
import RealRooted.Derivative.LinearCombination
import RealRooted.Derivative.RootCounting
import RealRooted.DerivativeRecurrence
import RealRooted.DerivativeRecurrence.Linear
import RealRooted.DerivativeRecurrence.QuadraticDegree
import RealRooted.DerivativeRecurrence.GeneralizedLaguerre
import RealRooted.DerivativeRecurrence.GeneralizedLaguerreInterlacing
import RealRooted.DerivativeRecurrence.QuadraticInterlacing
import RealRooted.DerivativeRecurrence.QuadraticSeed
import RealRooted.DerivativeRecurrence.QuadraticShift
import RealRooted.DerivativeRecurrence.SecondOrderDegree
import RealRooted.DerivativeRecurrence.SecondOrderInterlacing
import RealRooted.DerivativeRecurrence.SecondDerivativeDegree
import RealRooted.DerivativeShiftRootMatching
import RealRooted.DerivativeShiftSequence
import RealRooted.DeterminantalStability
import RealRooted.DifferentialBlocks
import RealRooted.ElementaryDifferential
import RealRooted.EndpointDerivative
import RealRooted.EndpointDerivative.Basic
import RealRooted.EndpointDerivative.Sequence
import RealRooted.EulerOperator
import RealRooted.EulerOperator.Darboux
import RealRooted.EulerOperator.Darboux.Basic
import RealRooted.EulerOperator.Darboux.Interlacing
import RealRooted.EulerOperator.Pencil
import RealRooted.EulerOperator.OrderNumerator.Basic
import RealRooted.EulerOperator.OrderNumerator.Preservation
import RealRooted.EulerOperator.Polar
import RealRooted.EulerOperator.Polar.MultiplierSequence
import RealRooted.EulerOperator.Polar.Pencil
import RealRooted.EulerOperator.Polar.ProperPosition
import RealRooted.EulerOperator.ScaledPolar
import RealRooted.EulerOperator.Shift
import RealRooted.EulerianCompletion
import RealRooted.EulerianMixedCompatibility
import RealRooted.EulerianMixedCompatibility.Insertion
import RealRooted.Favard
import RealRooted.Favard.Affine
import RealRooted.Favard.Affine.Basic
import RealRooted.Favard.Affine.Denominator
import RealRooted.Favard.Affine.RowSign
import RealRooted.Favard.Orthogonality
import RealRooted.Favard.Recurrence
import RealRooted.FiniteFreeAdditive
import RealRooted.FiniteFreeAdditive.HalfInteger
import RealRooted.FiniteFreeAdditive.HalfIntegerConvolution
import RealRooted.FiniteFreeAdditive.HalfIntegerPreservation
import RealRooted.FiniteFreeAdditiveIdentity
import RealRooted.FiniteFreeAdditivePreservation
import RealRooted.FiniteFreeMultiplicative
import RealRooted.FiniteFreeRootCount
import RealRooted.FolkloreLemma
import RealRooted.GammaRealRoots
import RealRooted.GammaTransform
import RealRooted.GammaTransform.Basic
import RealRooted.GammaTransform.ProperPosition
import RealRooted.GammaTransform.Preservation
import RealRooted.GammaTransform.RootLists
import RealRooted.GammaTransform.RootMap
import RealRooted.GarloffWagner
import RealRooted.GarloffWagner.Algebra
import RealRooted.GarloffWagner.Iterated
import RealRooted.GarloffWagner.KreinData
import RealRooted.GarloffWagner.KreinExpansion
import RealRooted.GarloffWagner.Theorem12
import RealRooted.GarloffWagner.Hadamard
import RealRooted.GeneralizedEulerian
import RealRooted.GeneralizedLiuWang
import RealRooted.GeneralizedSnakePosets
import RealRooted.GeneralizedSnakePosets.FiniteBoard
import RealRooted.GeneralizedSnakePosets.MatrixInduction
import RealRooted.GeneralizedSnakePosets.Narayana.Claim7
import RealRooted.GeneralizedSnakePosets.Narayana.Claim7Analytic
import RealRooted.GeneralizedSnakePosets.Narayana.JacobiTransport
import RealRooted.GeneralizedSnakePosets.Narayana.LowRank
import RealRooted.GeneralizedSnakePosets.Narayana.Modified
import RealRooted.GeneralizedSnakePosets.Narayana.PFFacts
import RealRooted.GeneralizedSnakePosets.Narayana.RankSix
import RealRooted.GeneralizedSnakePosets.Narayana.Recurrence
import RealRooted.GeneralizedSnakePosets.Narayana.RootSums
import RealRooted.GeneralizedSnakePosets.Narayana.Turan
import RealRooted.GeneralizedSnakePosets.Narayana.TuranCertificates
import RealRooted.GeneralizedSnakePosets.Section3Packages
import RealRooted.GeneralizedSnakePosets.SnakeBoard
import RealRooted.GeneralizedSnakePosets.SnakeCover
import RealRooted.GeneralizedSnakePosets.SnakeReachability
import RealRooted.GeneralizedSnakePosets.SnakeStaircase
import RealRooted.GeneralizedSnakePosets.SnakeWord
import RealRooted.GeneralizedSnakePosets.SquarecaseModel
import RealRooted.GeneralizedSnakePosets.Statements
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.Auxiliary
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.Basic
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.BottomRow
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.FiniteCases
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.FullStaircase
import RealRooted.GeneralizedSnakePosets.TruncatedStaircase.RowFormulas
import RealRooted.GeneralizedSnakePosetsNarayana
import RealRooted.Graph.ClawFree
import RealRooted.Graph.AcyclicOrientation
import RealRooted.Graph.ChordalAcyclicSink
import RealRooted.Graph.AllOrientationSink
import RealRooted.Graph.IndependencePolynomial.Basic
import RealRooted.Graph.IndependencePolynomial.ClawFree
import RealRooted.Graph.IndependencePolynomial.CliqueDeletion
import RealRooted.Graph.IndependencePolynomial.CliqueDeletionCompatibility
import RealRooted.Graph.IndependencePolynomial.Multivariate
import RealRooted.Graph.IndependencePolynomial.Recurrence
import RealRooted.Graph.LeakeRyder
import RealRooted.Graph.MatchingPolynomial
import RealRooted.Graph.MatchingPolynomial.Multivariate
import RealRooted.Graph.MinimaPolynomial
import RealRooted.GraceHalfPlane
import RealRooted.GustafssonSolus
import RealRooted.Hadamard
import RealRooted.Hadamard.Basic
import RealRooted.Hadamard.Finite
import RealRooted.Hadamard.Newton
import RealRooted.Hadamard.Cubic
import RealRooted.Hadamard.Grace
import RealRooted.Hadamard.GarloffWagner
import RealRooted.Hadamard.Hurwitz
import RealRooted.Hadamard.Consequences
import RealRooted.HadamardProduct
import RealRooted.HeilmannLieb
import RealRooted.Hermite
import RealRooted.Hermite.Basic
import RealRooted.Hermite.Favard
import RealRooted.Hermite.Orthogonality
import RealRooted.Hermite.Orthogonality.Integral
import RealRooted.Hermite.Roots
import RealRooted.HermiteBiehler
import RealRooted.HermiteBiehler.Basic
import RealRooted.HermiteBiehler.Converse
import RealRooted.HermiteBiehler.Converse.RootGeometry
import RealRooted.HermiteBiehler.Converse.Wronskian
import RealRooted.HermiteBiehler.ConverseLowDegree
import RealRooted.HermiteBiehler.Forward
import RealRooted.HermiteBiehler.Hurwitz
import RealRooted.HermiteBiehler.LogDerivative
import RealRooted.HermiteBiehler.OddEven
import RealRooted.HermitePoulain
import RealRooted.HomogeneousComponentStability
import RealRooted.HomogeneousOre
import RealRooted.HomogeneousOreExamples
import RealRooted.HomogeneousStability
import RealRooted.Hyperbolicity
import RealRooted.HosterStumpInterlacing
import RealRooted.HurwitzMatrix
import RealRooted.InterlacingClosure
import RealRooted.InterlacingConeBounds
import RealRooted.InterlacingSequence
import RealRooted.InterlacingSequenceBasic
import RealRooted.InterlacingSequence.NonnegativeShift
import RealRooted.Interlacing.Multiplicity
import RealRooted.Interlacing.NegativeRoots
import RealRooted.Interlacing.Residue
import RealRooted.IteratedDerivativeShift
import RealRooted.Jacobi
import RealRooted.Jacobi.DifferentialOperator
import RealRooted.Jacobi.Favard
import RealRooted.Jacobi.Orthogonality
import RealRooted.Jacobi.Orthogonality.Integral
import RealRooted.JacobiBetaZeroOrthogonality
import RealRooted.JacobiMarkoff
import RealRooted.JacobiOrthogonality
import RealRooted.JacobiParameterInterlacing
import RealRooted.JensenPencilContraction
import RealRooted.JensenPencilPositiveContraction
import RealRooted.Kurtz
import RealRooted.Laguerre
import RealRooted.Laguerre.Favard
import RealRooted.Laguerre.Orthogonality
import RealRooted.Laguerre.Orthogonality.Integral
import RealRooted.Laguerre.Roots
import RealRooted.Legendre
import RealRooted.Legendre.Basic
import RealRooted.Legendre.Roots
import RealRooted.LiebSokal
import RealRooted.LiebSokalBoundary
import RealRooted.LiebSokalOperator
import RealRooted.LiebSokalOperator.Linearity
import RealRooted.LiebSokalPointwise
import RealRooted.Linear
import RealRooted.LinearPowerFamily
import RealRooted.LiuOppositeSigns
import RealRooted.LiuOppositeSigns.BoundedIntervalContinuity
import RealRooted.LiuOppositeSigns.CommonInterleaverConsequences
import RealRooted.LiuOppositeSigns.Corollary22
import RealRooted.LiuOppositeSigns.DeletionBranches
import RealRooted.LiuOppositeSigns.DerivativeShiftRegularization
import RealRooted.LiuOppositeSigns.DerivativeShiftSequenceRegularization
import RealRooted.LiuOppositeSigns.FactorReturnAssembly
import RealRooted.LiuOppositeSigns.FactorReturnAssembly.DegreeCaseAssembly
import RealRooted.LiuOppositeSigns.FactorReturnAssembly.LeftDegreeCases
import RealRooted.LiuOppositeSigns.FactorReturnAssembly.PredicateDegreeCases
import RealRooted.LiuOppositeSigns.FactorReturnAssembly.RightDegreeCases
import RealRooted.LiuOppositeSigns.FactorReturnLeft
import RealRooted.LiuOppositeSigns.FactorReturnStatements
import RealRooted.LiuOppositeSigns.FactorReturnTwoDegree
import RealRooted.LiuOppositeSigns.ForwardCubicLinear
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.Average
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.LowerSideDouble
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.LowerSideStrict
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.MiddleGap
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RightProtruding
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RootOrderAssembly
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RootOrderLower
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RootOrderMiddle
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RootOrderStatement
import RealRooted.LiuOppositeSigns.ForwardCubicQuadratic.RootOrderUpper
import RealRooted.LiuOppositeSigns.ForwardLowDegree
import RealRooted.LiuOppositeSigns.JensenRootCount
import RealRooted.LiuOppositeSigns.NoCommonRoots
import RealRooted.LiuOppositeSigns.NonnegCoeffs
import RealRooted.LiuOppositeSigns.PositiveSplitPair
import RealRooted.LiuOppositeSigns.PositiveSplitRootCount
import RealRooted.LiuOppositeSigns.RootCount
import RealRooted.LiuOppositeSigns.RootCountClosure
import RealRooted.LiuOppositeSigns.RootCountRelStability
import RealRooted.LiuOppositeSigns.RootDeletion
import RealRooted.LiuOppositeSigns.Theorem21Assembly
import RealRooted.LiuOppositeSigns.Theorem21Statements
import RealRooted.LiuOppositeSigns.Theorem21Statements.CommonRootDeletion
import RealRooted.LiuOppositeSigns.Theorem21Statements.Interfaces
import RealRooted.LiuOppositeSigns.Theorem21Statements.NoCommonCrossing
import RealRooted.LiuOppositeSigns.Theorem21Statements.NoCommonCrossing.BranchConsequences
import RealRooted.LiuOppositeSigns.Theorem21Statements.NoCommonCrossing.CrossOwnedGaps
import RealRooted.LiuOppositeSigns.Theorem21Statements.NoCommonCrossing.Witnesses
import RealRooted.LiuOppositeSigns.XSub.CubicCubic
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.Basic
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.CubicSubQuadratic
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.Endpoints
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.LeftOutlier
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.LeftRepeated
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.MiddleCases
import RealRooted.LiuOppositeSigns.XSub.CubicCubic.RightRepeated
import RealRooted.LiuOppositeSigns.XSub.CubicQuadratic
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.GapCounts
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.LeftSuccessor
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.RightSuccessor
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.RootFilters
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.SameDegree
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.SplitEndpoints
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.TailSigns
import RealRooted.LiuOppositeSigns.XSub.IntervalRootCount.UpperTail
import RealRooted.LiuOppositeSigns.XSub.ProperPosition
import RealRooted.LiuOppositeSigns.XSub.LeftSucc
import RealRooted.LiuOppositeSigns.XSub.LeftSuccDegreeThree
import RealRooted.LiuOppositeSigns.XSub.LeftSuccDegreeTwo
import RealRooted.LiuOppositeSigns.XSub.LinearQuadratic
import RealRooted.LiuOppositeSigns.XSub.QuadraticCubic
import RealRooted.LiuOppositeSigns.XSub.QuadraticQuadratic
import RealRooted.LiuOppositeSigns.XSub.QuarticCubic
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.Assembly
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.EndpointZero
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.QuarticSubQuadratic
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.RepeatedLeft
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.RepeatedRight
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicBoundary.Statements
import RealRooted.LiuOppositeSigns.XSub.QuarticCubicCommonRoot
import RealRooted.LiuOppositeSigns.XSub.SameDegree
import RealRooted.LiuOppositeSigns.XSub.SplittingTools
import RealRooted.LiuOppositeSignsTheorem
import RealRooted.LiuWang
import RealRooted.LiuWang.OneAddXPositive
import RealRooted.LiuWang.SequenceCore
import RealRooted.LiuWang.SequenceIntervals
import RealRooted.LiuWang.SequencePositive
import RealRooted.LiuWang.SequenceProducts
import RealRooted.LiuWang.Step
import RealRooted.LiuWangBenchmark
import RealRooted.LiuWangRecursion
import RealRooted.LowerTriangularMatrix
import RealRooted.MaWang
import RealRooted.MaWang.CountBounds
import RealRooted.MaWang.Derivative
import RealRooted.MaWang.DerivativeCore
import RealRooted.MaWang.DerivativeDenominator
import RealRooted.MaWang.DerivativeSequence
import RealRooted.MaWang.DerivativeStep
import RealRooted.MaWang.StrictSigns
import RealRooted.MaWang.StrictSigns.Assembly
import RealRooted.MaWang.StrictSigns.RootSigns
import RealRooted.MaWang.StrictStep
import RealRooted.MaWang.Strong
import RealRooted.MaWang.Weak
import RealRooted.MaWang.Weak.Endpoint
import RealRooted.MaWang.Weak.Regularization
import RealRooted.MaWang.Weak.SameDegree
import RealRooted.MaWang.Weak.Successor
import RealRooted.MagnitudeDominated
import RealRooted.MaoWangMatrixProduct
import RealRooted.Mathlib.Algebra.MvPolynomial.Degrees
import RealRooted.Mathlib.Algebra.MvPolynomial.Equiv
import RealRooted.Mathlib.Algebra.MvPolynomial.EvalOnVars
import RealRooted.Mathlib.Algebra.MvPolynomial.Homogenize
import RealRooted.Mathlib.Algebra.MvPolynomial.Nonnegative
import RealRooted.Mathlib.Algebra.MvPolynomial.PDeriv
import RealRooted.Mathlib.Algebra.MvPolynomial.Specialize
import RealRooted.Mathlib.Algebra.MvPolynomial.Stability.DegreeBox
import RealRooted.Mathlib.Algebra.MvPolynomial.Stability.Symbol
import RealRooted.Mathlib.Algebra.Order.BigOperators.Alternating
import RealRooted.Mathlib.Algebra.Order.BigOperators.Ring.Multiset
import RealRooted.Mathlib.Algebra.LinearRecurrence.Annihilator
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Chebyshev
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Chebyshev.Trigonometric
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Factors
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Norm
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Norm.Real
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Rescale
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Rescale.Real
import RealRooted.Applications.OEIS.A272471.Recurrence
import RealRooted.Mathlib.Algebra.Polynomial.Basic
import RealRooted.Mathlib.Algebra.Polynomial.Coeff
import RealRooted.Mathlib.Algebra.Polynomial.BasisTransform
import RealRooted.Mathlib.Algebra.Polynomial.Bezoutian
import RealRooted.Mathlib.Algebra.Polynomial.CayleyTransform
import RealRooted.Mathlib.Algebra.Polynomial.CayleyTransform.Algebra
import RealRooted.Mathlib.Algebra.Polynomial.CayleyTransform.Basic
import RealRooted.Mathlib.Algebra.Polynomial.CayleyTransform.Roots
import RealRooted.Mathlib.Algebra.Polynomial.Chow
import RealRooted.Mathlib.Algebra.Polynomial.Degree.Operations
import RealRooted.Mathlib.Algebra.Polynomial.Degree.SmallDegree
import RealRooted.Mathlib.Algebra.Polynomial.Derivative
import RealRooted.Mathlib.Algebra.Polynomial.DifferentialEquation.SecondOrder
import RealRooted.Mathlib.Algebra.Polynomial.Dominance
import RealRooted.Mathlib.Algebra.Polynomial.Expand.Splits
import RealRooted.Mathlib.Algebra.LinearRecurrence.Quadratic.Scale
import RealRooted.Mathlib.Algebra.Polynomial.Eval.Defs
import RealRooted.Mathlib.Algebra.Polynomial.Eval.Degree
import RealRooted.Mathlib.Algebra.Polynomial.Eval.ShiftedChoose
import RealRooted.Mathlib.Algebra.Group.ForwardDiff
import RealRooted.Mathlib.Algebra.Polynomial.Homogenize
import RealRooted.Mathlib.Algebra.Polynomial.Moment
import RealRooted.Mathlib.Algebra.Polynomial.Reverse
import RealRooted.Mathlib.Algebra.Polynomial.Roots
import RealRooted.Mathlib.Algebra.Polynomial.Splits
import RealRooted.Mathlib.Algebra.Polynomial.Splits.Complex
import RealRooted.Mathlib.Algebra.Polynomial.Splits.Derivative
import RealRooted.Mathlib.Analysis.Complex.OpenMapping
import RealRooted.Mathlib.Analysis.Complex.Polynomial.ClosedRoots
import RealRooted.Mathlib.Analysis.Complex.Polynomial.ClosedRoots.Real
import RealRooted.Mathlib.Analysis.Normed.Field.Approximation
import RealRooted.Mathlib.Analysis.Polynomial.Asymptotics
import RealRooted.Mathlib.Analysis.Polynomial.MahlerMeasure
import RealRooted.Mathlib.RingTheory.PowerSeries.CatalanQuadratic
import RealRooted.Mathlib.RingTheory.PowerSeries.CausalFwdDiff
import RealRooted.Mathlib.Topology.Algebra.InfiniteSum.Int
import RealRooted.Mathlib.Topology.Algebra.Polynomial
import RealRooted.Mathlib.Topology.Instances.Matrix.Determinant
import RealRooted.Mathlib.Analysis.SpecialFunctions.ExpIntegral
import RealRooted.Mathlib.Analysis.SpecialFunctions.Gaussian.GaussianIntegral
import RealRooted.Mathlib.Analysis.SpecialFunctions.Gamma.Beta
import RealRooted.Mathlib.Analysis.SpecialFunctions.Choose
import RealRooted.Mathlib.Analysis.Normed.Ring.Power
import RealRooted.Mathlib.Analysis.SpecialFunctions.Integrals.RpowLog
import RealRooted.Mathlib.Analysis.SpecialFunctions.Trigonometric.Basic
import RealRooted.Mathlib.Combinatorics.Enumerative.OrderedSubsetPairs
import RealRooted.Mathlib.Data.Fin.Basic
import RealRooted.Mathlib.Order.Fin.Tuple
import RealRooted.Mathlib.Data.List.Basic
import RealRooted.Mathlib.Data.List.Destutter
import RealRooted.Mathlib.Data.List.Interleave
import RealRooted.Mathlib.Data.List.Interleave.Padding
import RealRooted.Mathlib.Data.List.OfFn
import RealRooted.Mathlib.Data.List.Sort.Endpoint
import RealRooted.Mathlib.Data.List.SplitBy
import RealRooted.Mathlib.Data.List.Zip
import RealRooted.Mathlib.Data.Multiset.Card
import RealRooted.Mathlib.Data.Multiset.Rel
import RealRooted.Mathlib.Data.Nat.Cast.Basic
import RealRooted.Mathlib.Data.Nat.Choose.Cast
import RealRooted.Mathlib.Data.Nat.Choose.Nanjundiah
import RealRooted.Mathlib.LinearAlgebra.Matrix.Compound
import RealRooted.Mathlib.LinearAlgebra.Matrix.CompoundSpectrum
import RealRooted.Mathlib.LinearAlgebra.Matrix.Charpoly.Rank
import RealRooted.Mathlib.LinearAlgebra.Matrix.Charpoly.Submatrix
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.BandedHessenberg
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.Basic
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.CauchyBinet
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.ColumnDifference
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.Integral
import RealRooted.Mathlib.LinearAlgebra.Matrix.Determinant.Plucker
import RealRooted.Mathlib.LinearAlgebra.Matrix.GantmacherKrein
import RealRooted.Mathlib.LinearAlgebra.Matrix.Gaussian
import RealRooted.Mathlib.LinearAlgebra.Matrix.Hurwitz
import RealRooted.Mathlib.LinearAlgebra.Matrix.Hurwitz.Determinant
import RealRooted.Mathlib.LinearAlgebra.Matrix.KernelSignVariation
import RealRooted.Mathlib.LinearAlgebra.Matrix.Oscillatory
import RealRooted.Mathlib.LinearAlgebra.Matrix.OscillatoryInterlacing
import RealRooted.Mathlib.LinearAlgebra.Matrix.OscillatoryInterlacing.Core
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Auxiliary
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.CStarClasses
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.CollatzWielandt
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.DataList
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Dominance
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.ExtremeValueUSC
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Irreducible
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Lemmas
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Nonneg
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Primitive
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.QuiverPath
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Spectrum
import RealRooted.Mathlib.LinearAlgebra.Matrix.PerronFrobenius.Uniqueness
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignRegular
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignRegularRankDeficient
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignRegularStrictification
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignRegularVariation
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignVariation
import RealRooted.Mathlib.LinearAlgebra.Matrix.SignVariationTopology
import RealRooted.Mathlib.LinearAlgebra.Matrix.SpectrumClosed
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Cryer
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Bidiagonal
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Charpoly
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Closure
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.CornerPerturbation
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Density
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.FinTruncation
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Mul
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.PrincipalInterlacing
import RealRooted.Mathlib.LinearAlgebra.Matrix.TotallyNonneg.Spectrum
import RealRooted.Mathlib.LinearAlgebra.Matrix.Triangularize
import RealRooted.Mathlib.LinearAlgebra.Matrix.VariationDiminishing
import RealRooted.Mathlib.LinearAlgebra.Vandermonde
import RealRooted.Mathlib.RingTheory.MvPolynomial.EulerIdentity
import RealRooted.Mathlib.RingTheory.MvPolynomial.Homogeneous
import RealRooted.Mathlib.RingTheory.MvPolynomial.Hyperbolic
import RealRooted.Mathlib.RingTheory.MvPolynomial.Symmetric
import RealRooted.Mathlib.RingTheory.MvPolynomial.Symmetric.NewtonIdentities
import RealRooted.Mathlib.RingTheory.Polynomial.Jacobi
import RealRooted.Mathlib.RingTheory.Polynomial.Jacobi.DifferentialOperator
import RealRooted.Mathlib.RingTheory.Polynomial.Jacobi.Moment
import RealRooted.Mathlib.RingTheory.Polynomial.Hermite
import RealRooted.Mathlib.RingTheory.Polynomial.Laguerre
import RealRooted.Mathlib.RingTheory.Polynomial.Laguerre.Basic
import RealRooted.Mathlib.RingTheory.Polynomial.Laguerre.Differential
import RealRooted.Mathlib.RingTheory.Polynomial.Laguerre.Recurrence
import RealRooted.Mathlib.RingTheory.Polynomial.Pochhammer
import RealRooted.Mathlib.RingTheory.Polynomial.ShiftedLegendre
import RealRooted.Mathlib.RingTheory.Polynomial.Vieta
import RealRooted.Mathlib.RingTheory.Polynomial.Wronskian
import RealRooted.MatrixInterlacing
import RealRooted.MatrixInterlacing.Action
import RealRooted.MatrixInterlacing.AffinePair
import RealRooted.MatrixInterlacing.Converse
import RealRooted.MatrixInterlacing.Preservation
import RealRooted.MatrixInterlacing.PrincipalInterlacingExamples
import RealRooted.MatrixInterlacing.SparseTests
import RealRooted.MatrixInterlacing.TotallyNonnegative
import RealRooted.MatrixInterlacing.TotallyNonnegativeExamples
import RealRooted.MatrixInterlacingClosure
import RealRooted.Multiaffine
import RealRooted.MultiaffineReciprocal
import RealRooted.MultiaffineReciprocalRight
import RealRooted.MultiplierSequence
import RealRooted.MultiplierSequence.Bidiagonal
import RealRooted.MultiplierSequence.Bidiagonal.Jensen
import RealRooted.MultiplierSequence.Bidiagonal.Jensen.Contraction
import RealRooted.MultiplierSequence.Bidiagonal.Jensen.CubicResidual
import RealRooted.MultiplierSequence.Bidiagonal.Jensen.CubicResidual.Quadratic
import RealRooted.MultiplierSequence.Bidiagonal.Jensen.LowDegree
import RealRooted.MultiplierSequence.Bidiagonal.SecondDerivative
import RealRooted.MultiplierSequence.Infinite
import RealRooted.MultiplierSequence.Sign
import RealRooted.MultiplierSequence.PolyaSchur
import RealRooted.MultiplierSequence.PolyaSchur.Analytic
import RealRooted.MultiplierSequence.PolyaSchur.Factorial
import RealRooted.MultiplierSequence.PolyaSchur.Growth
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.Derivative
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.TypeI
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.TypeIReverse
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.TypeISigned
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.Zeros
import RealRooted.MultiplierSequence.PolyaSchur.LaguerrePolya.Examples
import RealRooted.MultiplierSequence.PolyaSchur.Limit
import RealRooted.MultivariateHeilmannLieb
import RealRooted.MultivariateStability
import RealRooted.NarayanaTransformation
import RealRooted.NarayanaTransformation.Basis
import RealRooted.NarayanaTransformation.Basis.Stirling
import RealRooted.NarayanaTransformation.Coefficients
import RealRooted.NarayanaTransformation.Composition
import RealRooted.NarayanaTransformation.Endpoints
import RealRooted.NarayanaTransformation.Falling
import RealRooted.NarayanaTransformation.Gamma
import RealRooted.NarayanaTransformation.Rectangular
import RealRooted.NarayanaTransformation.Rectangular.LowDegree
import RealRooted.NarayanaTransformation.Rectangular.Narayana
import RealRooted.NarayanaTransformation.Rectangular.Preservation
import RealRooted.NarayanaTransformation.Recurrences
import RealRooted.NarayanaTransformation.Recurrences.Identities
import RealRooted.NarayanaTransformation.Recurrences.Interlacing
import RealRooted.NarayanaTransformation.Rising
import RealRooted.NarayanaTransformation.RootGeometry
import RealRooted.NarayanaTransformation.SimpleRoots
import RealRooted.NewtonAux
import RealRooted.OEIS.A046802
import RealRooted.ObreschkoffContinuity
import RealRooted.ObreschkoffConverse
import RealRooted.ObreschkoffConverse.Converse
import RealRooted.ObreschkoffConverse.DegreeGap
import RealRooted.ObreschkoffConverse.Derivative
import RealRooted.ObreschkoffConverse.Forward
import RealRooted.ObreschkoffConverse.Regularization
import RealRooted.OscillatoryInterlacing
import RealRooted.OperatorPreservesInterlacing
import RealRooted.OrderedRoots
import RealRooted.ParkingFunctions.Descents.Basic
import RealRooted.ParkingFunctions.Descents.ChainSort
import RealRooted.ParkingFunctions.Descents.DescentChains
import RealRooted.ParkingFunctions.Descents.DiaconisHicks
import RealRooted.ParkingFunctions.Descents.Literal
import RealRooted.ParkingFunctions.Descents.LiteralRecurrence
import RealRooted.ParkingFunctions.Descents.Words
import RealRooted.ParkingFunctions.ToricContribution.CommonInterlacer
import RealRooted.ParkingFunctions.ToricContribution.ContributionReversal
import RealRooted.ParkingFunctions.ToricContribution.Definitions
import RealRooted.ParkingFunctions.ToricContribution.DiagonalCollapse
import RealRooted.ParkingFunctions.ToricContribution.ExceptionalOffset
import RealRooted.ParkingFunctions.ToricContribution.ExceptionalOffset.BaseAndMoments
import RealRooted.ParkingFunctions.ToricContribution.ExceptionalOffset.NodeInterlacing
import RealRooted.ParkingFunctions.ToricContribution.ExceptionalOffset.PencilSplitting
import RealRooted.ParkingFunctions.ToricContribution.ExceptionalOffset.ProperPositionAndParameters
import RealRooted.ParkingFunctions.ToricContribution.FiniteOffsets
import RealRooted.ParkingFunctions.ToricContribution.IntervalInsertion
import RealRooted.ParkingFunctions.ToricContribution.TriangleInvariant
import RealRooted.ParkingFunctions.ToricContribution.TriangleAlgebra
import RealRooted.PFPolynomial
import RealRooted.PFPolynomial.LinearFactor
import RealRooted.PartialSumStep
import RealRooted.PartialSymmetrization
import RealRooted.Polarization
import RealRooted.PolyaFrequency.EventuallyPolynomial
import RealRooted.PolyaFrequencyConvolution
import RealRooted.PolyaFrequencyConvolution.Basic
import RealRooted.PolyaFrequencyConvolution.InverseOneSubPow
import RealRooted.PolynomialValueEulerNumerator
import RealRooted.PolynomialValueEulerNumerator.PF
import RealRooted.PolynomialValueEulerNumerator.Product
import RealRooted.PolynomialValueEulerNumerator.Product.PF
import RealRooted.PosCombo
import RealRooted.PosCombo.Degree
import RealRooted.PositiveParameterLocalLowerCount
import RealRooted.ProductFamily
import RealRooted.ProductOrientation
import RealRooted.ProductSequence
import RealRooted.ProductSequence.Core
import RealRooted.ProductSequence.EndpointPair
import RealRooted.ProductSequence.FactorFamilies
import RealRooted.ProductSequence.Factors
import RealRooted.ProductSequence.Lifts
import RealRooted.ProductSequence.ScalarFamilies
import RealRooted.QuadraticCubicPencil
import RealRooted.QuadraticRoot
import RealRooted.RankTwoMatching
import RealRooted.RankTwoMatching.Basic
import RealRooted.RankTwoMatching.DisjointEquiv
import RealRooted.RankTwoMatching.Endpoint
import RealRooted.RankTwoMatching.Enumeration
import RealRooted.RankTwoMatching.Orientation
import RealRooted.RankTwoMatching.Transform
import RealRooted.RankTwoMatchingModel
import RealRooted.RectangularConvolution
import RealRooted.RectangularConvolutionIdentity
import RealRooted.RectangularPolarization
import RealRooted.RectangularPolarizationComplement
import RealRooted.RecurrenceDiscriminant
import RealRooted.ReflectedRootCountLocalConstancy
import RealRooted.ReciprocalShift.Interlacing
import RealRooted.ReciprocalShift.Interlacing.Inversion
import RealRooted.ReciprocalShift.ProperPosition
import RealRooted.ReciprocalShift.Roots
import RealRooted.RootAmplitude
import RealRooted.RootAmplitude.Convex
import RealRooted.RootAmplitude.Density
import RealRooted.RootAmplitude.Extension
import RealRooted.RootAmplitude.Extreme
import RealRooted.RootAmplitude.Finite
import RealRooted.RootAmplitude.Minimum
import RealRooted.RootAmplitude.Polynomial
import RealRooted.RootAmplitude.Separation
import RealRooted.RootAmplitude.Separation.Euler
import RealRooted.RootAmplitude.Separation.Finite
import RealRooted.RootAmplitude.Separation.Polynomial
import RealRooted.RootAmplitude.Separation.Roots
import RealRooted.RootAmplitude.SmallestRoot
import RealRooted.RootAmplitude.SumSquares
import RealRooted.RootBounds
import RealRooted.RootContinuity
import RealRooted.RootCountFinite
import RealRooted.RootCountJump
import RealRooted.RootCountLocalConstancy
import RealRooted.RootCounting
import RealRooted.RootCounting.Finite
import RealRooted.RootCounting.SignChanges
import RealRooted.RootCounting.Threshold
import RealRooted.RootCounting.Threshold.Anchor
import RealRooted.RootCounting.Threshold.Basic
import RealRooted.RootCounting.Threshold.Derivative
import RealRooted.RootCounting.Threshold.DominanceFamily
import RealRooted.RootCounting.Threshold.LogConcavity
import RealRooted.RootCounting.Threshold.Signs
import RealRooted.RootCounting.Threshold.Sorted
import RealRooted.RootMatchingSort
import RealRooted.RootMultiplicityMatching
import RealRooted.RootOrderBridge
import RealRooted.RootSumBounds
import RealRooted.RootVieta
import RealRooted.RootVieta.Newton
import RealRooted.RowThreshold
import RealRooted.RowThresholdOne
import RealRooted.SameDegreeCountFromAnalytic
import RealRooted.SameDegreeCubicRootCount
import RealRooted.SameDegreeCubicSecondRootFromAnalytic
import RealRooted.SameDegreeDerivative
import RealRooted.SameDegreeMultiplicityLowerCount
import RealRooted.SameDegreeQuadraticObstruction
import RealRooted.SameDegreeQuadraticRootCount
import RealRooted.SamePhaseStability
import RealRooted.SamePhaseInterlacing
import RealRooted.ScalarNormalization
import RealRooted.SequenceClosure
import RealRooted.ShiftLemma
import RealRooted.SignEvaluation
import RealRooted.SmallPositiveParameterCount
import RealRooted.SimpleRoots
import RealRooted.SortedRoots
import RealRooted.SortedRoots.Exhibited
import RealRooted.StaircaseSum
import RealRooted.SuccDegreeLeftEndpoint
import RealRooted.SuccDegreeRootCrossing
import RealRooted.SymmetricDecomposition
import RealRooted.SymmetricDecomposition.Decomposition
import RealRooted.SymmetricDecomposition.Definitions
import RealRooted.SymmetricDecomposition.FPolynomial
import RealRooted.SymmetricDecomposition.FPolynomialInterlacing
import RealRooted.SymmetricDecomposition.Theorem26
import RealRooted.Tactic
import RealRooted.Tactic.AffineDerivative
import RealRooted.Tactic.AissenSchoenbergWhitney
import RealRooted.Tactic.AllCombo
import RealRooted.Tactic.Attr
import RealRooted.Tactic.Bezoutian
import RealRooted.Tactic.CoefficientShape
import RealRooted.Tactic.CommonInterleaver
import RealRooted.Tactic.CommonInterleaver.AnalyticRules
import RealRooted.Tactic.CommonInterleaver.AnalyticSyntax
import RealRooted.Tactic.CommonInterleaver.BasicRules
import RealRooted.Tactic.CommonInterleaver.BasicSyntax
import RealRooted.Tactic.CommonInterleaver.Core
import RealRooted.Tactic.CommonInterleaver.FamilyRules
import RealRooted.Tactic.CommonInterleaver.FamilySyntax
import RealRooted.Tactic.CommonInterleaver.LowDegreeRules
import RealRooted.Tactic.CommonInterleaver.LowDegreeSyntax
import RealRooted.Tactic.CubicDiscriminant
import RealRooted.Tactic.Derivative
import RealRooted.Tactic.EndpointDerivative
import RealRooted.Tactic.EulerOperator
import RealRooted.Tactic.Examples
import RealRooted.Tactic.Examples.AffineDerivative
import RealRooted.Tactic.Examples.AissenSchoenbergWhitney
import RealRooted.Tactic.Examples.AllCombo
import RealRooted.Tactic.Examples.Attr
import RealRooted.Tactic.Examples.Bezoutian
import RealRooted.Tactic.Examples.CoefficientShape
import RealRooted.Tactic.Examples.Combinatorial
import RealRooted.Tactic.Examples.CommonInterleaver
import RealRooted.Tactic.Examples.CubicDiscriminant
import RealRooted.Tactic.Examples.Derivative
import RealRooted.Tactic.Examples.EndpointDerivative
import RealRooted.Tactic.Examples.EulerOperator
import RealRooted.Tactic.Examples.Favard
import RealRooted.Tactic.Examples.Finish
import RealRooted.Tactic.Examples.FiniteSymbol
import RealRooted.Tactic.Examples.FiniteSymbolPF
import RealRooted.Tactic.Examples.GammaRealRoots
import RealRooted.Tactic.Examples.GeneralizedLaguerre
import RealRooted.Tactic.Examples.Hadamard
import RealRooted.Tactic.Examples.HermiteBiehler
import RealRooted.Tactic.Examples.HermitePoulain
import RealRooted.Tactic.Examples.HomogenizeStable
import RealRooted.Tactic.Examples.I2DerivativeLag
import RealRooted.Tactic.Examples.InterlacingSequence
import RealRooted.Tactic.Examples.IteratedDerivativeShift
import RealRooted.Tactic.Examples.IteratedDerivativeShiftProduct
import RealRooted.Tactic.Examples.J1Chebyshev
import RealRooted.Tactic.Examples.J1Gap3Reciprocal
import RealRooted.Tactic.Examples.Kurtz
import RealRooted.Tactic.Examples.Linear
import RealRooted.Tactic.Examples.LinearPowerFamily
import RealRooted.Tactic.Examples.LiuWang
import RealRooted.Tactic.Examples.LiuWang.ActiveSteps
import RealRooted.Tactic.Examples.LiuWang.AffineHalfLine
import RealRooted.Tactic.Examples.LiuWang.CurrentFactors
import RealRooted.Tactic.Examples.LiuWang.GenericNonpositive
import RealRooted.Tactic.Examples.LiuWang.InferredCertificates
import RealRooted.Tactic.Examples.LiuWang.InnerWindow
import RealRooted.Tactic.Examples.LiuWang.Interval
import RealRooted.Tactic.Examples.LiuWang.NegativeInnerWindow
import RealRooted.Tactic.Examples.LiuWang.NonpositiveGlobal
import RealRooted.Tactic.Examples.LiuWang.PositiveAffine
import RealRooted.Tactic.Examples.LiuWang.ProductSequences
import RealRooted.Tactic.Examples.LiuWang.QuadraticSequences
import RealRooted.Tactic.Examples.LiuWang.Step
import RealRooted.Tactic.Examples.LiuWang.StrictPositiveLag
import RealRooted.Tactic.Examples.LiuWang.StrictProducts
import RealRooted.Tactic.Examples.LiuWangRecursion
import RealRooted.Tactic.Examples.Lookup
import RealRooted.Tactic.Examples.MaWang
import RealRooted.Tactic.Examples.MaWang.AtomicWindows
import RealRooted.Tactic.Examples.MaWang.DirectSteps
import RealRooted.Tactic.Examples.MaWang.FactorWindows
import RealRooted.Tactic.Examples.MaWang.LiuWang
import RealRooted.Tactic.Examples.MaWang.NonnegativeDenominator
import RealRooted.Tactic.Examples.MaWang.NonposAffineSequences
import RealRooted.Tactic.Examples.MaWang.ScalarWindows
import RealRooted.Tactic.Examples.MaWang.WeakSequences
import RealRooted.Tactic.Examples.MaWang.XFactorSequences
import RealRooted.Tactic.Examples.MagnitudeDominated
import RealRooted.Tactic.Examples.Matrix
import RealRooted.Tactic.Examples.MultiplierSequence
import RealRooted.Tactic.Examples.Narayana
import RealRooted.Tactic.Examples.OEIS
import RealRooted.Tactic.Examples.OEIS.ClassicalFamilies
import RealRooted.Tactic.Examples.OEIS.CompatCommon
import RealRooted.Tactic.Examples.OEIS.DerivativeLag
import RealRooted.Tactic.Examples.OEIS.DifferentialOperators
import RealRooted.Tactic.Examples.OEIS.DifferentialPreservers
import RealRooted.Tactic.Examples.OEIS.Favard
import RealRooted.Tactic.Examples.OEIS.Foundation
import RealRooted.Tactic.Examples.OEIS.GammaVeronese
import RealRooted.Tactic.Examples.OEIS.LinearPower
import RealRooted.Tactic.Examples.OEIS.LowDegreeRootCount
import RealRooted.Tactic.Examples.OEIS.NegativeLag
import RealRooted.Tactic.Examples.OEIS.ParityEndpoint
import RealRooted.Tactic.Examples.OEIS.PolyaFrequency
import RealRooted.Tactic.Examples.OEIS.PositiveCombinations
import RealRooted.Tactic.Examples.OEIS.PositiveLag
import RealRooted.Tactic.Examples.OEIS.ProductLift
import RealRooted.Tactic.Examples.OEIS.ProductRouters
import RealRooted.Tactic.Examples.OEIS.ScalarCoeff
import RealRooted.Tactic.Examples.OEIS.SecondDerivative
import RealRooted.Tactic.Examples.OEISPositiveTLag
import RealRooted.Tactic.Examples.OEISTestbed