DiffRules

JuliaHub·Source·Documentation

Last updated: Aug 25, 2026

Cumulative

Downloads last 30 days: 217,445
Downloads last week: 77,629
Downloads last day: 14,853
Downloads last 30 days: 217,445
Downloads last week: 77,629
Downloads last day: 14,853

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
SpecialFunctions	Direct	338,672
LogExpFunctions	Direct	311,067
NaNMath	Direct	276,007
IrrationalConstants	Direct	271,784
DocStringExtensions	Depth 2	301,616
OpenSpecFun_jll	Depth 2	256,463
ChainRulesCore	Depth 2	181,096
InverseFunctions	Depth 2	169,228
ChangesOfVariables	Depth 2	37,905
OpenLibm_jll	Depth 2	3,417
Compat	Depth 3	374,012
TOML	Depth 4	7,161

Dependents

100 packages (22 direct, 78 transitive) · 1,035,558 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	249,601
Zygote	Direct	51,553
Tracker	Direct	25,127
Symbolics	Direct	23,296
ReverseDiff	Direct	16,629
ModelingToolkitBase	Direct	6,545
Tullio	Direct	5,571
DiffEqSensitivity	Direct	1,851
SparsityTracing	Direct	480
FastDifferentiation	Direct	241
McCormick	Direct	151
ModiaBase	Direct	119
Tapir	Direct	83
PotentialFlow	Direct	26
CanopyOptics	Direct	10
PALEOmodel	Direct	6
ClimateMARGO	Direct	3
TruncatedGaussianMixtures	Direct	0
YAAD	Direct	0
MOSLab	Direct	0
SLEEFMath	Direct	0
OptiMimi	Direct	0
MathOptInterface	Depth 2	68,874
LoopVectorization	Depth 2	58,424
NonlinearSolve	Depth 2	53,600
SimpleNonlinearSolve	Depth 2	47,475
NonlinearSolveFirstOrder	Depth 2	32,489
OrdinaryDiffEqNonlinearSolve	Depth 2	30,958
OrdinaryDiffEqDifferentiation	Depth 2	30,903
OrdinaryDiffEqRosenbrock	Depth 2	28,244
SparseDiffTools	Depth 2	27,026
Flux	Depth 2	22,427
LabelledArrays	Depth 2	22,275
ModelingToolkit	Depth 2	15,298
Lux	Depth 2	11,746
DelayDiffEq	Depth 2	10,306
DynamicalSystemsBase	Depth 2	9,737
SteadyStateDiffEq	Depth 2	9,424
LsqFit	Depth 2	8,584
DataInterpolations	Depth 2	8,371
Octavian	Depth 2	7,740
BoundaryValueDiffEq	Depth 2	7,727
RootSolvers	Depth 2	6,719
Turing	Depth 2	6,567
SIMDDualNumbers	Depth 2	6,118
Thermodynamics	Depth 2	6,090
ClimaCore	Depth 2	5,847
BSplineKit	Depth 2	5,766
DynamicDiff	Depth 2	5,417
SciMLSensitivity	Depth 2	5,033
ModelingToolkitTearing	Depth 2	4,907
StochasticDiffEqCore	Depth 2	4,523
CloudMicrophysics	Depth 2	4,162
TransformVariables	Depth 2	3,428
StochasticDiffEqLeaping	Depth 2	3,390
StochasticDiffEqImplicit	Depth 2	3,307
StochasticDiffEqWeak	Depth 2	3,306
ParameterizedFunctions	Depth 2	3,303
Tensors	Depth 2	3,300
IntervalRootFinding	Depth 2	3,174
MultiScaleArrays	Depth 2	3,087
DiffEqPhysics	Depth 2	3,017
Manifolds	Depth 2	2,957
PathIntersections	Depth 2	2,825
Meshes	Depth 2	2,624
BoundaryValueDiffEqCore	Depth 2	2,379
DiffEqOperators	Depth 2	2,285
CoordRefSystems	Depth 2	2,270
BoundaryValueDiffEqMIRK	Depth 2	2,268
BoundaryValueDiffEqAscher	Depth 2	2,219
BoundaryValueDiffEqFIRK	Depth 2	2,144
BoundaryValueDiffEqShooting	Depth 2	2,106
BoundaryValueDiffEqMIRKN	Depth 2	2,102
Catalyst	Depth 2	2,009
ControlSystemsBase	Depth 2	1,710
LeastSquaresOptim	Depth 2	1,682
ClimaAtmos	Depth 2	1,548
ReactiveMP	Depth 2	1,324
GlobalSensitivity	Depth 2	1,234
ADNLPModels	Depth 2	1,211
ExponentialFamily	Depth 2	1,094
ModelingToolkitStandardLibrary	Depth 2	1,085
Gridap	Depth 2	1,056
ArrayInterfaceTracker	Depth 2	968
Copulas	Depth 2	821
GaussianProcesses	Depth 2	820
PolyhedralRelaxations	Depth 2	816
SymbolicAnalysis	Depth 2	804
Boltz	Depth 2	787
OperatorFlux	Depth 2	747
NeuralPDE	Depth 2	720
PDEBase	Depth 2	683
OptimizationMOI	Depth 2	664
Ferrite	Depth 2	653
IntervalConstraintProgramming	Depth 2	652
Trixi	Depth 2	629
DataDrivenDiffEq	Depth 2	593
PCHIPInterpolation	Depth 2	577
MethodOfLines	Depth 2	574
MultiComponentFlash	Depth 2	537