DiffRules

JuliaHub·Source·Documentation

Last updated: Feb 8, 2026

Downloads last 30 days

97,185

Downloads last week

20,202

Downloads last day

3,593

Downloads last 30 days

97,185

Downloads last week

20,202

Downloads last day

3,593

Total Downloads

Downloads by Region

Dependencies

12 packages (4 direct, 8 transitive)

Package	Depth ↑	Downloads ↓
LogExpFunctions	Direct	665,207
IrrationalConstants	Direct	627,734
NaNMath	Direct	118,354
SpecialFunctions	Direct	86,691
DocStringExtensions	Depth 2	676,890
OpenSpecFun_jll	Depth 2	123,345
InverseFunctions	Depth 2	73,084
ChainRulesCore	Depth 2	66,592
ChangesOfVariables	Depth 2	13,560
OpenLibm_jll	Depth 2	634
Compat	Depth 3	123,656
TOML	Depth 4	839

Dependents

100 packages (25 direct, 75 transitive) · 369,767 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	93,008
Zygote	Direct	10,824
Symbolics	Direct	7,281
ReverseDiff	Direct	3,549
Tracker	Direct	1,851
ModelingToolkitBase	Direct	1,747
Tullio	Direct	651
FunctionProperties	Direct	651
FastDifferentiation	Direct	73
SparsityTracing	Direct	50
DiffEqSensitivity	Direct	46
PlanetOrbits	Direct	13
RestrictedBoltzmannMachines	Direct	9
ModiaBase	Direct	8
McCormick	Direct	7
PotentialFlow	Direct	4
CanopyOptics	Direct	4
MOSLab	Direct	3
SLEEFMath	Direct	2
PALEOmodel	Direct	1
TruncatedGaussianMixtures	Direct	0
Tapir	Direct	0
YAAD	Direct	0
OptiMimi	Direct	0
ClimateMARGO	Direct	0
MathOptInterface	Depth 2	28,471
LoopVectorization	Depth 2	20,851
NonlinearSolve	Depth 2	14,630
NonlinearSolveFirstOrder	Depth 2	12,863
SimpleNonlinearSolve	Depth 2	12,733
OrdinaryDiffEq	Depth 2	12,530
OrdinaryDiffEqNonlinearSolve	Depth 2	11,442
OrdinaryDiffEqDifferentiation	Depth 2	11,016
OrdinaryDiffEqRosenbrock	Depth 2	10,714
StochasticDiffEq	Depth 2	9,075
DelayDiffEq	Depth 2	8,958
LsqFit	Depth 2	7,715
Flux	Depth 2	6,228
BoundaryValueDiffEq	Depth 2	5,357
DynamicDiff	Depth 2	5,033
ModelingToolkit	Depth 2	4,157
BSplineKit	Depth 2	4,147
BoundaryValueDiffEqCore	Depth 2	4,004
BoundaryValueDiffEqFIRK	Depth 2	3,920
BoundaryValueDiffEqMIRK	Depth 2	3,915
BoundaryValueDiffEqShooting	Depth 2	3,909
BoundaryValueDiffEqAscher	Depth 2	3,896
BoundaryValueDiffEqMIRKN	Depth 2	3,896
LabelledArrays	Depth 2	3,141
SparseDiffTools	Depth 2	3,057
Lux	Depth 2	2,914
DataInterpolations	Depth 2	2,460
Turing	Depth 2	2,055
CurveFit	Depth 2	1,703
Thermodynamics	Depth 2	1,538
ModelingToolkitTearing	Depth 2	1,398
ControlSystemsBase	Depth 2	1,235
CloudMicrophysics	Depth 2	1,184
RootSolvers	Depth 2	1,180
SciMLSensitivity	Depth 2	1,131
ActuaryUtilities	Depth 2	1,025
TransformVariables	Depth 2	972
ClimaCore	Depth 2	937
IntervalRootFinding	Depth 2	889
ControlSystems	Depth 2	875
CoordRefSystems	Depth 2	869
Manifolds	Depth 2	863
ParameterizedFunctions	Depth 2	794
DynamicalSystemsBase	Depth 2	729
DiffEqPhysics	Depth 2	718
MultiScaleArrays	Depth 2	710
Tensors	Depth 2	706
ClimaAtmos	Depth 2	650
Catalyst	Depth 2	472
Gridap	Depth 2	464
Octavian	Depth 2	400
Copulas	Depth 2	387
GlobalSensitivity	Depth 2	342
Ferrite	Depth 2	320
ModelingToolkitStandardLibrary	Depth 2	300
GridapDistributed	Depth 2	300
AcousticRayTracers	Depth 2	296
Boltz	Depth 2	287
Trixi	Depth 2	259
DataDrivenDiffEq	Depth 2	246
LeastSquaresOptim	Depth 2	243
SIMDDualNumbers	Depth 2	229
LowLevelParticleFilters	Depth 2	215
Gen	Depth 2	206
BifurcationKit	Depth 2	205
Surrogates	Depth 2	194
ExponentialFamily	Depth 2	183
PathIntersections	Depth 2	166
ReactiveMP	Depth 2	162
DiffEqGPU	Depth 2	162
SimpleChains	Depth 2	158
RecursiveTupleMath	Depth 2	156
GaussianProcesses	Depth 2	154
ADNLPModels	Depth 2	144
WaterLily	Depth 2	142