DifferentiationInterface

JuliaHub·Source·Documentation

Last updated: Jun 6, 2026

Cumulative

Downloads last 30 days: 120,592
Downloads last week: 20,147
Downloads last day: 6,603
Downloads last 30 days: 120,592
Downloads last week: 20,147
Downloads last day: 6,603

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ADTypes	Direct	120,018

Dependents

100 packages (74 direct, 26 transitive) · 956,739 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
NLSolversBase	Direct	89,621
NonlinearSolve	Direct	40,395
NonlinearSolveBase	Direct	39,257
SimpleNonlinearSolve	Direct	37,032
SciMLJacobianOperators	Direct	34,852
OrdinaryDiffEqDifferentiation	Direct	25,606
OrdinaryDiffEqRosenbrock	Direct	25,152
DiffEqCallbacks	Direct	19,377
ModelingToolkit	Direct	10,350
SymbolicRegression	Direct	6,899
OptimizationBase	Direct	6,529
Turing	Direct	4,927
AdvancedVI	Direct	4,599
ModelingToolkitBase	Direct	4,022
MultiScaleArrays	Direct	2,964
BoundaryValueDiffEqMIRK	Direct	1,849
BoundaryValueDiffEqAscher	Direct	1,825
Meshes	Direct	1,762
BoundaryValueDiffEqShooting	Direct	1,673
BoundaryValueDiffEqFIRK	Direct	1,666
BoundaryValueDiffEqMIRKN	Direct	1,660
Manifolds	Direct	1,193
ManifoldDiff	Direct	1,026
CurveFit	Direct	485
Jutul	Direct	281
Clapeyron	Direct	204
IFTDuals	Direct	142
DFTK	Direct	124
NetworkDynamics	Direct	116
FinanceModels	Direct	112
ImplicitDifferentiation	Direct	99
ExtendableFEMBase	Direct	77
AutoDiffOperators	Direct	73
VoronoiFVM	Direct	67
DifferentiationInterfaceTest	Direct	63
CounterfactualExplanations	Direct	57
ProximalAlgorithms	Direct	43
ModelPredictiveControl	Direct	37
VortexStepMethod	Direct	36
GaussianMarkovRandomFields	Direct	36
NonlinearSolveHomotopyContinuation	Direct	32
ExtendableFEM	Direct	26
MarginalLogDensities	Direct	24
Octofitter	Direct	24
LAMMPS	Direct	20
TransportMaps	Direct	15
BatchSolve	Direct	12
NormalizingFlows	Direct	12
SciBmad	Direct	12
F1Method	Direct	10
OpenMDAOCore	Direct	8
KalmanFilters	Direct	8
ODINN	Direct	8
ExplainableAI	Direct	7
CurvilinearGrids	Direct	6
DiffFusion	Direct	6
MCMCLogDensityProblems	Direct	2
ProbabilisticEchoInversion	Direct	2
TrustRegionMethods	Direct	2
Newtrinos	Direct	1
Fortuna	Direct	1
SphereUDE	Direct	1
NonparametricVI	Direct	1
SparseGridsKit	Direct	1
OpenCALPHAD	Direct	1
MonteCarloGlauber	Direct	1
ProbabilisticParameterEstimators	Direct	1
Fronts	Direct	1
PDMPFlux	Direct	1
IntrinsicTimescales	Direct	1
ParallelMCMC	Direct	0
ContinuousNormalizingFlows	Direct	0
PhaseFields	Direct	0
PrISM	Direct	0
LineSearches	Depth 2	76,752
Optim	Depth 2	67,185
OrdinaryDiffEq	Depth 2	40,398
BracketingNonlinearSolve	Depth 2	33,684
NLsolve	Depth 2	27,630
OrdinaryDiffEqSDIRK	Depth 2	25,101
OrdinaryDiffEqBDF	Depth 2	24,408
OrdinaryDiffEqNonlinearSolve	Depth 2	23,976
OrdinaryDiffEqDefault	Depth 2	23,387
LineSearch	Depth 2	23,021
LsqFit	Depth 2	22,767
NonlinearSolveFirstOrder	Depth 2	21,103
NonlinearSolveQuasiNewton	Depth 2	19,674
NonlinearSolveSpectralMethods	Depth 2	19,564
OrdinaryDiffEqFIRK	Depth 2	16,093
OrdinaryDiffEqPDIRK	Depth 2	15,887
OrdinaryDiffEqStabilizedIRK	Depth 2	15,872
OrdinaryDiffEqExtrapolation	Depth 2	15,831
OrdinaryDiffEqExponentialRK	Depth 2	15,807
OrdinaryDiffEqIMEXMultistep	Depth 2	15,783
JumpProcesses	Depth 2	12,420
DelayDiffEq	Depth 2	8,134
Sundials	Depth 2	7,209
SteadyStateDiffEq	Depth 2	7,105
BoundaryValueDiffEq	Depth 2	5,859
Optimization	Depth 2	5,554