DiffRules

JuliaHub·Source·Documentation

Last updated: Jun 11, 2026

Cumulative

Downloads last 30 days: 255,299
Downloads last week: 68,310
Downloads last day: 14,691
Downloads last 30 days: 255,299
Downloads last week: 68,310
Downloads last day: 14,691

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
LogExpFunctions	Direct	309,655
SpecialFunctions	Direct	296,175
NaNMath	Direct	295,845
IrrationalConstants	Direct	260,505
DocStringExtensions	Depth 2	307,976
OpenSpecFun_jll	Depth 2	285,668
ChainRulesCore	Depth 2	185,627
InverseFunctions	Depth 2	149,968
ChangesOfVariables	Depth 2	21,411
OpenLibm_jll	Depth 2	1,259
Compat	Depth 3	402,406
TOML	Depth 4	2,584

Dependents

100 packages (24 direct, 76 transitive) · 847,475 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	235,090
Zygote	Direct	44,320
Tracker	Direct	28,902
Symbolics	Direct	13,317
ReverseDiff	Direct	12,451
ModelingToolkitBase	Direct	4,036
Tullio	Direct	2,072
DiffEqSensitivity	Direct	294
SparsityTracing	Direct	241
FastDifferentiation	Direct	169
Tapir	Direct	53
PlanetOrbits	Direct	46
ModiaBase	Direct	41
McCormick	Direct	24
RestrictedBoltzmannMachines	Direct	19
PotentialFlow	Direct	17
CanopyOptics	Direct	17
PALEOmodel	Direct	10
SLEEFMath	Direct	8
TruncatedGaussianMixtures	Direct	2
ClimateMARGO	Direct	2
MOSLab	Direct	1
YAAD	Direct	1
OptiMimi	Direct	0
LoopVectorization	Depth 2	57,958
MathOptInterface	Depth 2	51,107
NonlinearSolve	Depth 2	40,017
SimpleNonlinearSolve	Depth 2	37,539
OrdinaryDiffEqDifferentiation	Depth 2	25,385
OrdinaryDiffEqRosenbrock	Depth 2	24,934
OrdinaryDiffEqNonlinearSolve	Depth 2	23,791
Lux	Depth 2	22,404
SparseDiffTools	Depth 2	22,174
NonlinearSolveFirstOrder	Depth 2	20,602
LsqFit	Depth 2	17,230
LabelledArrays	Depth 2	15,473
DynamicalSystemsBase	Depth 2	13,089
Flux	Depth 2	12,342
ModelingToolkit	Depth 2	10,196
DelayDiffEq	Depth 2	7,928
DynamicDiff	Depth 2	7,136
BSplineKit	Depth 2	6,851
Octavian	Depth 2	5,791
BoundaryValueDiffEq	Depth 2	5,458
Turing	Depth 2	4,989
DataInterpolations	Depth 2	3,596
TransformVariables	Depth 2	3,477
ParameterizedFunctions	Depth 2	3,266
ModelingToolkitTearing	Depth 2	3,078
DiffEqPhysics	Depth 2	2,963
MultiScaleArrays	Depth 2	2,958
ControlSystemsBase	Depth 2	2,627
StochasticDiffEqCore	Depth 2	2,492
SIMDDualNumbers	Depth 2	2,484
Tensors	Depth 2	2,135
BoundaryValueDiffEqMIRK	Depth 2	1,923
BoundaryValueDiffEqCore	Depth 2	1,912
BoundaryValueDiffEqAscher	Depth 2	1,901
StochasticDiffEqImplicit	Depth 2	1,884
StochasticDiffEqWeak	Depth 2	1,857
Meshes	Depth 2	1,849
StochasticDiffEqLeaping	Depth 2	1,834
SciMLSensitivity	Depth 2	1,778
RootSolvers	Depth 2	1,662
Thermodynamics	Depth 2	1,580
BoundaryValueDiffEqShooting	Depth 2	1,572
BoundaryValueDiffEqFIRK	Depth 2	1,564
BoundaryValueDiffEqMIRKN	Depth 2	1,562
IntervalRootFinding	Depth 2	1,541
ControlSystems	Depth 2	1,489
CoordRefSystems	Depth 2	1,315
ClimaCore	Depth 2	1,217
Manifolds	Depth 2	1,072
SatelliteToolboxSgp4	Depth 2	1,069
SatelliteToolboxPropagators	Depth 2	1,062
CloudMicrophysics	Depth 2	926
Catalyst	Depth 2	851
Gridap	Depth 2	815
ModelingToolkitStandardLibrary	Depth 2	750
ActuaryUtilities	Depth 2	749
OptimizationMOI	Depth 2	654
BetaML	Depth 2	643
GaussianProcesses	Depth 2	562
Ferrite	Depth 2	530
GridapDistributed	Depth 2	513
ADNLPModels	Depth 2	486
LeastSquaresOptim	Depth 2	486
DiffEqOperators	Depth 2	481
CurveFit	Depth 2	474
Copulas	Depth 2	468
PDEBase	Depth 2	462
GlobalSensitivity	Depth 2	459
Trixi	Depth 2	423
MethodOfLines	Depth 2	406
BifurcationKit	Depth 2	400
PathIntersections	Depth 2	398
ExponentialFamily	Depth 2	334
ReactiveMP	Depth 2	330
ClimaAtmos	Depth 2	330
Jutul	Depth 2	299