DiffRules

JuliaHub·Source·Documentation

Last updated: Jul 1, 2026

Cumulative

Downloads last 30 days: 251,062
Downloads last week: 50,751
Downloads last day: 8,323
Downloads last 30 days: 251,062
Downloads last week: 50,751
Downloads last day: 8,323

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
NaNMath	Direct	356,847
LogExpFunctions	Direct	339,795
SpecialFunctions	Direct	328,984
IrrationalConstants	Direct	292,198
DocStringExtensions	Depth 2	307,302
OpenSpecFun_jll	Depth 2	270,339
ChainRulesCore	Depth 2	206,628
InverseFunctions	Depth 2	132,691
ChangesOfVariables	Depth 2	21,771
OpenLibm_jll	Depth 2	1,209
Compat	Depth 3	459,116
TOML	Depth 4	2,158

Dependents

100 packages (24 direct, 76 transitive) · 990,403 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	290,396
Zygote	Direct	50,655
Tracker	Direct	35,031
Symbolics	Direct	14,477
ReverseDiff	Direct	13,309
ModelingToolkitBase	Direct	3,994
Tullio	Direct	2,468
DiffEqSensitivity	Direct	516
SparsityTracing	Direct	300
FastDifferentiation	Direct	293
RestrictedBoltzmannMachines	Direct	61
PlanetOrbits	Direct	55
ModiaBase	Direct	53
McCormick	Direct	48
Tapir	Direct	41
CanopyOptics	Direct	24
PALEOmodel	Direct	21
PotentialFlow	Direct	14
SLEEFMath	Direct	12
MOSLab	Direct	3
ClimateMARGO	Direct	3
YAAD	Direct	3
TruncatedGaussianMixtures	Direct	3
OptiMimi	Direct	0
LoopVectorization	Depth 2	71,846
MathOptInterface	Depth 2	56,651
NonlinearSolve	Depth 2	47,706
SimpleNonlinearSolve	Depth 2	45,846
SparseDiffTools	Depth 2	28,807
OrdinaryDiffEqDifferentiation	Depth 2	27,684
Lux	Depth 2	27,408
OrdinaryDiffEqRosenbrock	Depth 2	27,295
OrdinaryDiffEqNonlinearSolve	Depth 2	26,769
NonlinearSolveFirstOrder	Depth 2	21,571
LabelledArrays	Depth 2	18,227
DynamicalSystemsBase	Depth 2	15,306
LsqFit	Depth 2	14,462
Flux	Depth 2	12,010
ModelingToolkit	Depth 2	10,496
DelayDiffEq	Depth 2	8,080
DynamicDiff	Depth 2	7,250
Octavian	Depth 2	6,697
BoundaryValueDiffEq	Depth 2	5,240
Turing	Depth 2	4,898
DataInterpolations	Depth 2	4,378
ClimaCore	Depth 2	3,946
ControlSystemsBase	Depth 2	3,851
Thermodynamics	Depth 2	3,839
CloudMicrophysics	Depth 2	3,525
SIMDDualNumbers	Depth 2	3,458
ModelingToolkitTearing	Depth 2	3,414
RootSolvers	Depth 2	3,379
TransformVariables	Depth 2	3,237
Tensors	Depth 2	3,076
ParameterizedFunctions	Depth 2	2,898
MultiScaleArrays	Depth 2	2,639
DiffEqPhysics	Depth 2	2,634
BoundaryValueDiffEqCore	Depth 2	2,573
BoundaryValueDiffEqMIRK	Depth 2	2,537
BoundaryValueDiffEqAscher	Depth 2	2,458
IntervalRootFinding	Depth 2	2,404
Meshes	Depth 2	2,295
BSplineKit	Depth 2	2,277
StochasticDiffEqCore	Depth 2	2,182
SciMLSensitivity	Depth 2	2,061
ClimaAtmos	Depth 2	1,773
StochasticDiffEqImplicit	Depth 2	1,646
BoundaryValueDiffEqFIRK	Depth 2	1,605
StochasticDiffEqWeak	Depth 2	1,587
StochasticDiffEqLeaping	Depth 2	1,584
BoundaryValueDiffEqShooting	Depth 2	1,557
BoundaryValueDiffEqMIRKN	Depth 2	1,540
OptimizationMOI	Depth 2	1,401
ControlSystems	Depth 2	1,340
CoordRefSystems	Depth 2	1,329
Manifolds	Depth 2	1,168
Catalyst	Depth 2	963
GlobalSensitivity	Depth 2	913
SatelliteToolboxSgp4	Depth 2	902
SatelliteToolboxPropagators	Depth 2	892
ActuaryUtilities	Depth 2	877
Copulas	Depth 2	838
Gridap	Depth 2	829
ModelingToolkitStandardLibrary	Depth 2	804
DiffEqOperators	Depth 2	750
Ferrite	Depth 2	622
Trixi	Depth 2	613
PathIntersections	Depth 2	574
LeastSquaresOptim	Depth 2	567
GridapDistributed	Depth 2	552
ADNLPModels	Depth 2	496
CurveFit	Depth 2	479
OperatorFlux	Depth 2	454
Jutul	Depth 2	397
GaussianProcesses	Depth 2	393
ReactiveMP	Depth 2	384
MethodOfLines	Depth 2	384
PDEBase	Depth 2	377
ExponentialFamily	Depth 2	364
BifurcationKit	Depth 2	359