OptimizationBase

JuliaHub·Source·Documentation

Last updated: Oct 7, 2026

Cumulative

Downloads last 30 days: 23,189
Downloads last week: 8,568
Downloads last day: 2,611
Downloads last 30 days: 23,189
Downloads last week: 8,568
Downloads last day: 2,611

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

39 packages (11 direct, 28 transitive)

Package	Depth ↑	Downloads ↓
PrecompileTools	Direct	822,521
DocStringExtensions	Direct	711,009
ArrayInterface	Direct	497,797
ADTypes	Direct	376,834
DifferentiationInterface	Direct	295,209
SciMLBase	Direct	178,206
SymbolicIndexingInterface	Direct	154,638
FastClosures	Direct	145,722
SciMLLogging	Direct	106,607
SparseMatrixColorings	Direct	74,956
SparseConnectivityTracer	Direct	28,625
Preferences	Depth 2	1,115,330
StaticArraysCore	Depth 2	691,203
Adapt	Depth 2	690,672
FillArrays	Depth 2	598,284
ConstructionBase	Depth 2	569,255
IteratorInterfaceExtensions	Depth 2	536,711
RecipesBase	Depth 2	509,006
CommonSolve	Depth 2	464,531
Accessors	Depth 2	438,627
Statistics	Depth 2	425,597
SciMLPublic	Depth 2	339,495
EnumX	Depth 2	277,915
LoggingExtras	Depth 2	247,461
RecursiveArrayTools	Depth 2	182,624
RuntimeGeneratedFunctions	Depth 2	166,583
PreallocationTools	Depth 2	158,425
FunctionWrappersWrappers	Depth 2	153,693
SciMLOperators	Depth 2	150,319
SciMLStructures	Depth 2	132,725
FindFirstFunctions	Depth 2	70,667
MacroTools	Depth 3	700,823
InverseFunctions	Depth 3	502,778
CompositionsBase	Depth 3	416,276
ExprTools	Depth 3	318,810
GPUArraysCore	Depth 3	279,876
FunctionWrappers	Depth 3	156,087
TOML	Depth 3	9,238
SHA	Depth 3	472

Dependents

100 packages (33 direct, 67 transitive) · 96,458 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Optimization	Direct	20,282
OptimizationOptimJL	Direct	11,557
OptimizationOptimisers	Direct	8,550
BoundaryValueDiffEqCore	Direct	4,172
Pathfinder	Direct	2,638
OptimizationNLopt	Direct	1,284
OptimizationBBO	Direct	1,194
OptimizationMOI	Direct	853
OptimizationIpopt	Direct	681
OptimizationPolyalgorithms	Direct	495
OptimizationLBFGSB	Direct	384
OptimizationCMAEvolutionStrategy	Direct	328
OptimizationMetaheuristics	Direct	243
OptimizationEvolutionary	Direct	83
CriticalTransitions	Direct	80
OptimizationManopt	Direct	76
SimpleOptimization	Direct	65
InformationGeometry	Direct	56
OptimizationNLPModels	Direct	51
OptimizationNOMAD	Direct	46
OptimizationMadNLP	Direct	43
OptimizationPRIMA	Direct	42
OptimizationGCMAES	Direct	40
OptimizationMultistartOptimization	Direct	39
ParallelParticleSwarms	Direct	35
OptimizationSciPy	Direct	27
OptimizationAuglag	Direct	20
OptimizationSophia	Direct	17
OptimizationReactant	Direct	13
OptimizationPyCMA	Direct	12
OptimizationSpeedMapping	Direct	11
OptimizationODE	Direct	7
HierarchicMemeticStrategy	Direct	0
BoundaryValueDiffEq	Depth 2	10,951
Turing	Depth 2	8,590
BoundaryValueDiffEqMIRK	Depth 2	4,153
BoundaryValueDiffEqFIRK	Depth 2	4,025
BoundaryValueDiffEqMIRKN	Depth 2	3,843
BoundaryValueDiffEqShooting	Depth 2	3,822
BoundaryValueDiffEqAscher	Depth 2	3,799
Surrogates	Depth 2	664
NeuralPDE	Depth 2	523
DiskArrayEngine	Depth 2	486
OptimizationFlux	Depth 2	363
FinanceModels	Depth 2	354
Octofitter	Depth 2	161
MarginalLogDensities	Depth 2	138
LikelihoodProfiler	Depth 2	137
CensoredDistributions	Depth 2	125
AccessibleOptimization	Depth 2	97
RetentionParameterEstimator	Depth 2	89
BiochemicalAlgorithms	Depth 2	87
HetaSimulator	Depth 2	76
EasyModelAnalysis	Depth 2	52
MessyTimeSeriesOptim	Depth 2	50
NoLimits	Depth 2	44
Solaris	Depth 2	43
Hedgehog	Depth 2	43
SmoothPeriodicStatsModels	Depth 2	42
BlackBoxOptimizationBenchmarking	Depth 2	40
BOSS	Depth 2	39
EasyHybrid	Depth 2	37
Opal	Depth 2	35
Newtrinos	Depth 2	35
HydroModelTools	Depth 2	28
ODINN	Depth 2	20
Sophon	Depth 2	9
DynamicOED	Depth 2	5
ScientificFitting	Depth 2	4
ComradeOptimization	Depth 2	4
UniversalDiffEq	Depth 2	3
NoiseModels	Depth 2	3
ProbabilisticEchoInversion	Depth 2	3
EnzymeRates	Depth 2	3
DataDrivenAcoustics	Depth 2	1
MomentMatching	Depth 2	1
StructuralSearchModels	Depth 2	1
AIRMED	Depth 2	1
IntrinsicTimescales	Depth 2	1
Kinbiont	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
MaxEntropyGraphs	Depth 2	1
ThermalResponseTest	Depth 2	1
KernelApproximations	Depth 2	0
SimsFlanagan	Depth 2	0
CoupledNODE	Depth 2	0
ThermalResponseDeconvolution	Depth 2	0
RMLImaging	Depth 2	0
CropGrowth	Depth 2	0
GrowthParameterEstimation	Depth 2	0
KdotP	Depth 2	0
MPSTime	Depth 2	0
DJUICE	Depth 2	0
AirfoilGmsh	Depth 2	0
SphereUDE	Depth 2	0
MaximumEntropyMomentClosures	Depth 2	0
GPDiffEq	Depth 2	0
Peccon	Depth 2	0
PlanarOptim	Depth 2	0
NonlinearOptimizationTestFunctions	Depth 2	0