DiffRules

JuliaHub·Source·Documentation

Last updated: Oct 12, 2026

Cumulative

Downloads last 30 days: 469,732
Downloads last week: 118,258
Downloads last day: 29,287
Downloads last 30 days: 469,732
Downloads last week: 118,258
Downloads last day: 29,287

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
SpecialFunctions	Direct	830,437
LogExpFunctions	Direct	782,398
NaNMath	Direct	720,331
IrrationalConstants	Direct	696,379
DocStringExtensions	Depth 2	741,667
OpenSpecFun_jll	Depth 2	659,121
InverseFunctions	Depth 2	529,736
ChainRulesCore	Depth 2	462,805
ChangesOfVariables	Depth 2	61,382
OpenLibm_jll	Depth 2	4,354
Compat	Depth 3	839,227
TOML	Depth 4	9,611

Dependents

100 packages (22 direct, 78 transitive) · 2,376,565 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	604,120
Zygote	Direct	91,372
Tracker	Direct	53,803
Symbolics	Direct	40,964
ReverseDiff	Direct	33,505
ModelingToolkitBase	Direct	10,916
Tullio	Direct	8,133
DiffEqSensitivity	Direct	2,134
SparsityTracing	Direct	787
FastDifferentiation	Direct	593
ModiaBase	Direct	424
McCormick	Direct	300
PotentialFlow	Direct	181
Tapir	Direct	149
ClimateMARGO	Direct	116
CanopyOptics	Direct	102
PALEOmodel	Direct	61
SLEEFMath	Direct	8
MOSLab	Direct	3
YAAD	Direct	0
OptiMimi	Direct	0
TruncatedGaussianMixtures	Direct	0
MathOptInterface	Depth 2	121,903
NonlinearSolve	Depth 2	121,288
SimpleNonlinearSolve	Depth 2	116,006
LoopVectorization	Depth 2	96,392
LsqFit	Depth 2	95,113
NonlinearSolveFirstOrder	Depth 2	85,687
OrdinaryDiffEqDifferentiation	Depth 2	84,631
OrdinaryDiffEqNonlinearSolve	Depth 2	84,343
OrdinaryDiffEqRosenbrock	Depth 2	82,694
SparseDiffTools	Depth 2	45,337
DelayDiffEq	Depth 2	39,545
LabelledArrays	Depth 2	36,395
DynamicDiff	Depth 2	34,686
Flux	Depth 2	28,901
Lux	Depth 2	24,678
ModelingToolkit	Depth 2	23,989
DynamicalSystemsBase	Depth 2	22,833
ControlSystemsBase	Depth 2	22,273
SteadyStateDiffEq	Depth 2	21,686
BoundaryValueDiffEq	Depth 2	18,613
ControlSystems	Depth 2	17,937
DataInterpolations	Depth 2	17,760
StochasticDiffEqCore	Depth 2	14,405
BoundaryValueDiffEqFIRK	Depth 2	12,768
BoundaryValueDiffEqMIRK	Depth 2	12,709
BoundaryValueDiffEqCore	Depth 2	12,391
BoundaryValueDiffEqMIRKN	Depth 2	11,767
StochasticDiffEqImplicit	Depth 2	11,727
BSplineKit	Depth 2	11,540
StochasticDiffEqWeak	Depth 2	11,399
StochasticDiffEqLeaping	Depth 2	11,281
BoundaryValueDiffEqShooting	Depth 2	10,656
BoundaryValueDiffEqAscher	Depth 2	10,265
Turing	Depth 2	9,136
SIMDDualNumbers	Depth 2	8,521
Octavian	Depth 2	7,593
ModelingToolkitTearing	Depth 2	7,054
SciMLSensitivity	Depth 2	6,408
RootSolvers	Depth 2	6,287
Manifolds	Depth 2	5,785
IntervalRootFinding	Depth 2	5,646
Tensors	Depth 2	5,193
Meshes	Depth 2	5,150
PEPSKit	Depth 2	5,052
CoordRefSystems	Depth 2	4,849
Thermodynamics	Depth 2	4,788
Catalyst	Depth 2	4,757
TransformVariables	Depth 2	4,641
ParameterizedFunctions	Depth 2	3,848
ClimaCore	Depth 2	3,652
DiffEqOperators	Depth 2	3,471
SimpleChains	Depth 2	3,350
Pathfinder	Depth 2	3,305
GlobalSensitivity	Depth 2	3,112
LeastSquaresOptim	Depth 2	3,057
Gridap	Depth 2	2,904
DiffEqPhysics	Depth 2	2,900
MultiScaleArrays	Depth 2	2,812
Copulas	Depth 2	2,649
CloudMicrophysics	Depth 2	2,609
ADNLPModels	Depth 2	2,208
SymbolicAnalysis	Depth 2	2,059
SatelliteToolboxSgp4	Depth 2	1,804
PathIntersections	Depth 2	1,749
SatelliteToolboxPropagators	Depth 2	1,677
GridapDistributed	Depth 2	1,637
ModelingToolkitStandardLibrary	Depth 2	1,611
CurveFit	Depth 2	1,569
PDEBase	Depth 2	1,429
Ferrite	Depth 2	1,395
ExponentialFamily	Depth 2	1,296
TNRKit	Depth 2	1,281
GeoParams	Depth 2	1,242
PolyhedralRelaxations	Depth 2	1,234
GaussianProcesses	Depth 2	1,212
Trixi	Depth 2	1,166
SeeToDee	Depth 2	1,111
NetworkDynamics	Depth 2	1,087