DiffRules

JuliaHub·Source·Documentation

Last updated: Aug 13, 2026

Cumulative

Downloads last 30 days: 88,617
Downloads last week: 75,897
Downloads last day: 22,525
Downloads last 30 days: 88,617
Downloads last week: 75,897
Downloads last day: 22,525

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
SpecialFunctions	Direct	140,945
LogExpFunctions	Direct	126,905
NaNMath	Direct	113,077
IrrationalConstants	Direct	110,305
DocStringExtensions	Depth 2	125,397
OpenSpecFun_jll	Depth 2	106,635
ChainRulesCore	Depth 2	70,450
InverseFunctions	Depth 2	67,859
ChangesOfVariables	Depth 2	12,324
OpenLibm_jll	Depth 2	881
Compat	Depth 3	157,857
TOML	Depth 4	1,826

Dependents

100 packages (23 direct, 77 transitive) · 402,714 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	105,513
Zygote	Direct	16,432
Tracker	Direct	9,849
Symbolics	Direct	8,202
ReverseDiff	Direct	5,659
ModelingToolkitBase	Direct	3,182
Tullio	Direct	2,386
DiffEqSensitivity	Direct	352
SparsityTracing	Direct	166
ModiaBase	Direct	95
McCormick	Direct	78
FastDifferentiation	Direct	57
PlanetOrbits	Direct	42
Tapir	Direct	12
CanopyOptics	Direct	9
PALEOmodel	Direct	4
PotentialFlow	Direct	2
ClimateMARGO	Direct	1
MOSLab	Direct	0
OptiMimi	Direct	0
YAAD	Direct	0
SLEEFMath	Direct	0
TruncatedGaussianMixtures	Direct	0
MathOptInterface	Depth 2	27,465
LoopVectorization	Depth 2	20,730
NonlinearSolve	Depth 2	20,192
SimpleNonlinearSolve	Depth 2	18,360
NonlinearSolveFirstOrder	Depth 2	13,924
OrdinaryDiffEqNonlinearSolve	Depth 2	13,382
OrdinaryDiffEqDifferentiation	Depth 2	12,958
OrdinaryDiffEqRosenbrock	Depth 2	11,710
SparseDiffTools	Depth 2	8,707
LabelledArrays	Depth 2	7,784
Flux	Depth 2	6,455
ModelingToolkit	Depth 2	6,025
LsqFit	Depth 2	5,719
DynamicalSystemsBase	Depth 2	4,800
Lux	Depth 2	4,537
DelayDiffEq	Depth 2	3,793
DataInterpolations	Depth 2	3,438
SteadyStateDiffEq	Depth 2	3,175
ModelingToolkitTearing	Depth 2	2,656
DynamicDiff	Depth 2	2,577
BoundaryValueDiffEq	Depth 2	2,568
RootSolvers	Depth 2	2,456
SciMLSensitivity	Depth 2	2,266
Thermodynamics	Depth 2	2,220
StochasticDiffEqCore	Depth 2	2,171
BSplineKit	Depth 2	1,933
ClimaCore	Depth 2	1,913
Turing	Depth 2	1,854
SIMDDualNumbers	Depth 2	1,776
IntervalRootFinding	Depth 2	1,716
CloudMicrophysics	Depth 2	1,643
StochasticDiffEqLeaping	Depth 2	1,641
StochasticDiffEqWeak	Depth 2	1,631
StochasticDiffEqImplicit	Depth 2	1,604
Octavian	Depth 2	1,492
Tensors	Depth 2	1,452
TransformVariables	Depth 2	1,237
ParameterizedFunctions	Depth 2	1,188
MultiScaleArrays	Depth 2	1,091
DiffEqPhysics	Depth 2	1,086
Meshes	Depth 2	955
Manifolds	Depth 2	936
BoundaryValueDiffEqCore	Depth 2	883
BoundaryValueDiffEqMIRK	Depth 2	855
BoundaryValueDiffEqAscher	Depth 2	841
BoundaryValueDiffEqFIRK	Depth 2	786
BoundaryValueDiffEqMIRKN	Depth 2	773
BoundaryValueDiffEqShooting	Depth 2	772
CoordRefSystems	Depth 2	767
ControlSystemsBase	Depth 2	681
Catalyst	Depth 2	628
ClimaAtmos	Depth 2	616
ModelingToolkitStandardLibrary	Depth 2	556
IntervalConstraintProgramming	Depth 2	520
ADNLPModels	Depth 2	479
DiffEqOperators	Depth 2	451
Gridap	Depth 2	396
PathIntersections	Depth 2	364
Copulas	Depth 2	351
LeastSquaresOptim	Depth 2	350
PolyhedralRelaxations	Depth 2	345
GaussianProcesses	Depth 2	309
ExponentialFamily	Depth 2	302
Ferrite	Depth 2	298
GlobalSensitivity	Depth 2	287
CurveFit	Depth 2	258
OptimizationMOI	Depth 2	258
ControlSystems	Depth 2	249
SatelliteToolboxSgp4	Depth 2	245
PDEBase	Depth 2	243
SatelliteToolboxPropagators	Depth 2	241
ImplicitAD	Depth 2	239
MultiComponentFlash	Depth 2	237
Trixi	Depth 2	227
ReactiveMP	Depth 2	222
AdaptiveRejectionSampling	Depth 2	214
SimpleSolvers	Depth 2	214