DifferentiationInterface

Last updated:
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)

PackageDepthDownloads
ADTypes
Direct
120,018
Dependents

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

PackageDepthDownloads
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