DifferentiationInterface

JuliaHub·Source·Documentation

Last updated: Sep 15, 2026

Cumulative

Downloads last 30 days: 102,794
Downloads last week: 50,198
Downloads last day: 22,523
Downloads last 30 days: 102,794
Downloads last week: 50,198
Downloads last day: 22,523

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

4 packages (1 direct, 3 transitive)

Package	Depth ↑	Downloads ↓
ADTypes	Direct	145,820
PrecompileTools	Depth 2	346,713
Preferences	Depth 3	407,224
TOML	Depth 4	6,730

Dependents

100 packages (90 direct, 10 transitive) · 911,273 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
NLSolversBase	Direct	104,530
NonlinearSolve	Direct	53,977
SimpleNonlinearSolve	Direct	48,620
NonlinearSolveBase	Direct	45,136
SciMLJacobianOperators	Direct	42,586
DiffEqCallbacks	Direct	35,572
OrdinaryDiffEqDifferentiation	Direct	29,823
OrdinaryDiffEqRosenbrock	Direct	27,601
ModelingToolkit	Direct	13,956
OptimizationBase	Direct	9,529
ModelingToolkitBase	Direct	4,907
SymbolicRegression	Direct	4,267
MultiScaleArrays	Direct	2,909
DiffEqPhysics	Direct	2,760
Manifolds	Direct	2,633
ManifoldDiff	Direct	2,310
Meshes	Direct	2,216
BoundaryValueDiffEqCore	Direct	2,085
BoundaryValueDiffEqMIRK	Direct	1,980
BoundaryValueDiffEqAscher	Direct	1,925
BoundaryValueDiffEqFIRK	Direct	1,879
BoundaryValueDiffEqShooting	Direct	1,849
BoundaryValueDiffEqMIRKN	Direct	1,829
GlobalSensitivity	Direct	1,441
CurveFit	Direct	496
Jutul	Direct	457
NetworkDynamics	Direct	382
ImplicitDifferentiation	Direct	368
NonconvexUtils	Direct	292
DiskArrayEngine	Direct	254
Clapeyron	Direct	213
DifferentiationInterfaceTest	Direct	210
VoronoiFVM	Direct	207
DFTK	Direct	204
AutoDiffOperators	Direct	198
IFTDuals	Direct	181
ProximalAlgorithms	Direct	163
ExtendableFEMBase	Direct	129
FinanceModels	Direct	79
ExtendableFEM	Direct	68
ModelPredictiveControl	Direct	57
MarginalLogDensities	Direct	57
VortexStepMethod	Direct	54
CounterfactualExplanations	Direct	43
LAMMPS	Direct	41
BatchSolve	Direct	30
KalmanFilters	Direct	28
TopOpt	Direct	27
NonlinearSolveHomotopyContinuation	Direct	23
Octofitter	Direct	22
UncertaintyQuantification	Direct	18
OpenMDAOCore	Direct	18
GaussianMarkovRandomFields	Direct	17
SciBmad	Direct	16
F1Method	Direct	11
TransportMaps	Direct	11
Latte	Direct	10
SNOW	Direct	8
CurvilinearGrids	Direct	6
GlobalDiffEq	Direct	6
Plaice	Direct	6
ExplainableAI	Direct	4
PoissonGrids	Direct	3
TrustRegionMethods	Direct	2
ParallelMCMC	Direct	2
MCMCLogDensityProblems	Direct	2
DataDrivenLux	Direct	2
DiffFusion	Direct	2
ScientificFitting	Direct	2
Newtrinos	Direct	1
NonparametricVI	Direct	1
MonteCarloGlauber	Direct	1
NeuralLyapunov	Direct	1
IntrinsicTimescales	Direct	1
ContinuousNormalizingFlows	Direct	1
MineralEoS	Direct	1
ODINN	Direct	1
ProbabilisticEchoInversion	Direct	1
FLOWFarm	Direct	1
MinimallyDisruptiveCurves	Direct	0
PhaseFields	Direct	0
SphereUDE	Direct	0
PDMPFlux	Direct	0
PrISM	Direct	0
SparseGridsKit	Direct	0
OpenCALPHAD	Direct	0
ECCO	Direct	0
ProbabilisticParameterEstimators	Direct	0
Fronts	Direct	0
Fortuna	Direct	0
LineSearches	Depth 2	115,000
Optim	Depth 2	69,754
OrdinaryDiffEq	Depth 2	49,723
BracketingNonlinearSolve	Depth 2	41,670
NLsolve	Depth 2	36,191
LineSearch	Depth 2	32,364
NonlinearSolveFirstOrder	Depth 2	30,624
OrdinaryDiffEqNonlinearSolve	Depth 2	29,393
OrdinaryDiffEqBDF	Depth 2	28,149
NonlinearSolveSpectralMethods	Depth 2	27,646