DiffRules

JuliaHub·Source·Documentation

Last updated: Sep 22, 2026

Cumulative

Downloads last 30 days: 241,512
Downloads last week: 124,421
Downloads last day: 40,684
Downloads last 30 days: 241,512
Downloads last week: 124,421
Downloads last day: 40,684

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
SpecialFunctions	Direct	482,835
NaNMath	Direct	407,621
LogExpFunctions	Direct	398,054
IrrationalConstants	Direct	360,302
DocStringExtensions	Depth 2	382,791
OpenSpecFun_jll	Depth 2	338,157
InverseFunctions	Depth 2	297,363
ChainRulesCore	Depth 2	229,338
ChangesOfVariables	Depth 2	35,377
OpenLibm_jll	Depth 2	2,441
Compat	Depth 3	432,165
TOML	Depth 4	5,458

Dependents

100 packages (22 direct, 78 transitive) · 1,324,667 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	350,001
Zygote	Direct	54,569
Tracker	Direct	30,655
Symbolics	Direct	22,379
ReverseDiff	Direct	19,752
ModelingToolkitBase	Direct	5,212
Tullio	Direct	5,174
DiffEqSensitivity	Direct	1,883
SparsityTracing	Direct	456
ModiaBase	Direct	303
FastDifferentiation	Direct	301
McCormick	Direct	118
Tapir	Direct	83
PotentialFlow	Direct	54
CanopyOptics	Direct	52
PALEOmodel	Direct	36
SLEEFMath	Direct	3
OptiMimi	Direct	0
TruncatedGaussianMixtures	Direct	0
MOSLab	Direct	0
YAAD	Direct	0
ClimateMARGO	Direct	0
LsqFit	Depth 2	83,313
MathOptInterface	Depth 2	73,402
NonlinearSolve	Depth 2	68,179
SimpleNonlinearSolve	Depth 2	63,106
LoopVectorization	Depth 2	60,416
NonlinearSolveFirstOrder	Depth 2	43,928
OrdinaryDiffEqDifferentiation	Depth 2	43,090
OrdinaryDiffEqNonlinearSolve	Depth 2	42,397
OrdinaryDiffEqRosenbrock	Depth 2	40,577
SparseDiffTools	Depth 2	31,002
LabelledArrays	Depth 2	24,290
DelayDiffEq	Depth 2	22,159
Flux	Depth 2	16,483
ModelingToolkit	Depth 2	15,525
ControlSystemsBase	Depth 2	13,774
ControlSystems	Depth 2	11,258
Lux	Depth 2	11,227
DynamicalSystemsBase	Depth 2	10,657
SteadyStateDiffEq	Depth 2	9,075
DataInterpolations	Depth 2	7,890
BoundaryValueDiffEq	Depth 2	7,453
DynamicDiff	Depth 2	6,851
Octavian	Depth 2	6,626
SIMDDualNumbers	Depth 2	6,022
Turing	Depth 2	4,547
BSplineKit	Depth 2	4,238
PEPSKit	Depth 2	4,107
Tensors	Depth 2	3,930
StochasticDiffEqCore	Depth 2	3,906
RootSolvers	Depth 2	3,696
SciMLSensitivity	Depth 2	3,646
IntervalRootFinding	Depth 2	3,645
TransformVariables	Depth 2	3,595
ModelingToolkitTearing	Depth 2	3,327
DiffEqOperators	Depth 2	3,053
ParameterizedFunctions	Depth 2	3,012
Catalyst	Depth 2	2,960
Thermodynamics	Depth 2	2,937
Meshes	Depth 2	2,811
CoordRefSystems	Depth 2	2,776
ClimaCore	Depth 2	2,737
StochasticDiffEqLeaping	Depth 2	2,683
StochasticDiffEqImplicit	Depth 2	2,681
StochasticDiffEqWeak	Depth 2	2,672
Manifolds	Depth 2	2,648
MultiScaleArrays	Depth 2	2,501
BoundaryValueDiffEqCore	Depth 2	2,463
DiffEqPhysics	Depth 2	2,440
BoundaryValueDiffEqMIRK	Depth 2	2,425
BoundaryValueDiffEqFIRK	Depth 2	2,333
BoundaryValueDiffEqShooting	Depth 2	2,315
BoundaryValueDiffEqAscher	Depth 2	2,291
BoundaryValueDiffEqMIRKN	Depth 2	2,219
PathIntersections	Depth 2	1,788
LeastSquaresOptim	Depth 2	1,715
CloudMicrophysics	Depth 2	1,640
Gridap	Depth 2	1,631
SimpleChains	Depth 2	1,574
GlobalSensitivity	Depth 2	1,548
SatelliteToolboxSgp4	Depth 2	1,153
SatelliteToolboxPropagators	Depth 2	1,124
Copulas	Depth 2	1,046
ExponentialFamily	Depth 2	969
GaussianProcesses	Depth 2	959
ADNLPModels	Depth 2	949
GridapDistributed	Depth 2	912
TNRKit	Depth 2	874
ModelingToolkitStandardLibrary	Depth 2	868
ArrayInterfaceTracker	Depth 2	868
DeviceLayout	Depth 2	829
ReactiveMP	Depth 2	822
PDEBase	Depth 2	775
Ferrite	Depth 2	758
SeeToDee	Depth 2	748
Effects	Depth 2	743
SymbolicAnalysis	Depth 2	720
CurveFit	Depth 2	679
Boltz	Depth 2	650