OptimizationBase

JuliaHub·Source·Documentation

Last updated: Sep 17, 2026

Cumulative

Downloads last 30 days: 9,162
Downloads last week: 4,301
Downloads last day: 1,336
Downloads last 30 days: 9,162
Downloads last week: 4,301
Downloads last day: 1,336

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

39 packages (11 direct, 28 transitive)

Package	Depth ↑	Downloads ↓
PrecompileTools	Direct	345,967
DocStringExtensions	Direct	294,856
ArrayInterface	Direct	247,438
ADTypes	Direct	186,306
DifferentiationInterface	Direct	140,381
SciMLBase	Direct	91,787
SymbolicIndexingInterface	Direct	79,786
FastClosures	Direct	67,633
SciMLLogging	Direct	44,972
SparseMatrixColorings	Direct	30,942
SparseConnectivityTracer	Direct	11,700
Preferences	Depth 2	458,705
Adapt	Depth 2	305,745
StaticArraysCore	Depth 2	280,237
FillArrays	Depth 2	261,797
RecipesBase	Depth 2	231,734
ConstructionBase	Depth 2	223,502
CommonSolve	Depth 2	217,072
IteratorInterfaceExtensions	Depth 2	210,575
Accessors	Depth 2	197,486
Statistics	Depth 2	177,718
SciMLPublic	Depth 2	171,972
LoggingExtras	Depth 2	122,463
EnumX	Depth 2	113,250
RecursiveArrayTools	Depth 2	92,720
RuntimeGeneratedFunctions	Depth 2	85,052
PreallocationTools	Depth 2	79,917
FunctionWrappersWrappers	Depth 2	75,186
SciMLOperators	Depth 2	74,786
SciMLStructures	Depth 2	58,729
FindFirstFunctions	Depth 2	24,784
MacroTools	Depth 3	291,945
InverseFunctions	Depth 3	213,855
CompositionsBase	Depth 3	180,013
ExprTools	Depth 3	165,616
GPUArraysCore	Depth 3	126,889
FunctionWrappers	Depth 3	71,307
TOML	Depth 3	5,279
SHA	Depth 3	186

Dependents

100 packages (32 direct, 68 transitive) · 47,812 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Optimization	Direct	8,416
OptimizationOptimJL	Direct	5,971
OptimizationOptimisers	Direct	2,708
BoundaryValueDiffEqCore	Direct	2,227
OptimizationNLopt	Direct	988
OptimizationBBO	Direct	624
OptimizationMOI	Direct	583
OptimizationPolyalgorithms	Direct	449
OptimizationLBFGSB	Direct	225
OptimizationIpopt	Direct	210
Pathfinder	Direct	164
OptimizationCMAEvolutionStrategy	Direct	107
OptimizationMetaheuristics	Direct	105
OptimizationEvolutionary	Direct	63
OptimizationManopt	Direct	54
OptimizationPRIMA	Direct	21
OptimizationGCMAES	Direct	20
OptimizationMultistartOptimization	Direct	18
OptimizationNOMAD	Direct	18
SimpleOptimization	Direct	16
CriticalTransitions	Direct	15
OptimizationNLPModels	Direct	14
ParallelParticleSwarms	Direct	13
OptimizationMadNLP	Direct	12
InformationGeometry	Direct	10
OptimizationSciPy	Direct	9
OptimizationSophia	Direct	5
OptimizationPyCMA	Direct	4
OptimizationAuglag	Direct	1
OptimizationSpeedMapping	Direct	1
HierarchicMemeticStrategy	Direct	0
OptimizationODE	Direct	0
BoundaryValueDiffEq	Depth 2	7,212
Turing	Depth 2	4,748
BoundaryValueDiffEqMIRK	Depth 2	2,178
BoundaryValueDiffEqAscher	Depth 2	2,083
BoundaryValueDiffEqFIRK	Depth 2	2,079
BoundaryValueDiffEqShooting	Depth 2	2,063
BoundaryValueDiffEqMIRKN	Depth 2	1,990
Surrogates	Depth 2	427
OptimizationFlux	Depth 2	394
NeuralPDE	Depth 2	317
DiskArrayEngine	Depth 2	200
FinanceModels	Depth 2	103
MarginalLogDensities	Depth 2	65
EasyModelAnalysis	Depth 2	61
Solaris	Depth 2	34
Octofitter	Depth 2	25
LikelihoodProfiler	Depth 2	25
CensoredDistributions	Depth 2	22
HetaSimulator	Depth 2	17
NoLimits	Depth 2	13
AccessibleOptimization	Depth 2	12
BlackBoxOptimizationBenchmarking	Depth 2	9
EasyHybrid	Depth 2	6
RetentionParameterEstimator	Depth 2	5
SmoothPeriodicStatsModels	Depth 2	5
BiochemicalAlgorithms	Depth 2	4
BOSS	Depth 2	3
ComradeOptimization	Depth 2	3
ScientificFitting	Depth 2	3
MessyTimeSeriesOptim	Depth 2	3
Newtrinos	Depth 2	2
EnzymeRates	Depth 2	2
Hedgehog	Depth 2	1
ODINN	Depth 2	1
IntrinsicTimescales	Depth 2	1
MaxEntropyGraphs	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
NoiseModels	Depth 2	1
UniversalDiffEq	Depth 2	1
GrowthParameterEstimation	Depth 2	1
Kinbiont	Depth 2	1
Sophon	Depth 2	0
SphereUDE	Depth 2	0
MomentMatching	Depth 2	0
MPSTime	Depth 2	0
CropGrowth	Depth 2	0
NonlinearOptimizationTestFunctions	Depth 2	0
RMLImaging	Depth 2	0
MaximumEntropyMomentClosures	Depth 2	0
CoupledNODE	Depth 2	0
SimsFlanagan	Depth 2	0
DataDrivenAcoustics	Depth 2	0
HydroModelTools	Depth 2	0
ProbabilisticEchoInversion	Depth 2	0
Opal	Depth 2	0
KdotP	Depth 2	0
GrowthFit	Depth 2	0
StructuralSearchModels	Depth 2	0
ThermalResponseTest	Depth 2	0
DJUICE	Depth 2	0
Peccon	Depth 2	0
KernelApproximations	Depth 2	0
GPDiffEq	Depth 2	0
AirfoilGmsh	Depth 2	0
DynamicOED	Depth 2	0
ThermalResponseDeconvolution	Depth 2	0
YAXArrays	Depth 3	464
ActuaryUtilities	Depth 3	155