OptimizationBase

JuliaHub·Source·Documentation

Last updated: May 19, 2026

Cumulative

Downloads last 30 days: 7,246
Downloads last week: 1,501
Downloads last day: 517
Downloads last 30 days: 7,246
Downloads last week: 1,501
Downloads last day: 517

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

42 packages (13 direct, 29 transitive)

Package	Depth ↑	Downloads ↓
DocStringExtensions	Direct	1,085,370
PrecompileTools	Direct	451,371
Reexport	Direct	274,230
ArrayInterface	Direct	234,403
ADTypes	Direct	159,240
DifferentiationInterface	Direct	152,693
PDMats	Direct	115,558
FastClosures	Direct	96,477
SciMLBase	Direct	86,225
SymbolicIndexingInterface	Direct	62,554
SciMLLogging	Direct	44,001
SparseMatrixColorings	Direct	26,259
SparseConnectivityTracer	Direct	6,901
Preferences	Depth 2	504,797
StaticArraysCore	Depth 2	357,883
ConstructionBase	Depth 2	319,740
Adapt	Depth 2	317,476
RecipesBase	Depth 2	300,531
IteratorInterfaceExtensions	Depth 2	263,045
LoggingExtras	Depth 2	218,548
FillArrays	Depth 2	208,222
EnumX	Depth 2	146,956
SciMLPublic	Depth 2	109,316
Accessors	Depth 2	108,753
Statistics	Depth 2	104,242
CommonSolve	Depth 2	78,968
SciMLOperators	Depth 2	78,623
FunctionWrappersWrappers	Depth 2	76,250
RecursiveArrayTools	Depth 2	70,717
PreallocationTools	Depth 2	70,334
SciMLStructures	Depth 2	62,737
RuntimeGeneratedFunctions	Depth 2	59,783
MacroTools	Depth 3	331,428
ExprTools	Depth 3	197,969
InverseFunctions	Depth 3	143,191
GPUArraysCore	Depth 3	138,085
CompositionsBase	Depth 3	105,417
FunctionWrappers	Depth 3	86,632
SafeTestsets	Depth 3	84,460
TruncatedStacktraces	Depth 3	69,294
TOML	Depth 3	3,337
SHA	Depth 3	85

Dependents

100 packages (30 direct, 70 transitive) · 50,718 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Optimization	Direct	4,817
BoundaryValueDiffEqCore	Direct	4,165
OptimizationOptimJL	Direct	3,777
OptimizationOptimisers	Direct	1,104
OptimizationMOI	Direct	478
OptimizationNLopt	Direct	438
OptimizationBBO	Direct	434
OptimizationIpopt	Direct	178
OptimizationLBFGSB	Direct	150
OptimizationPolyalgorithms	Direct	146
Pathfinder	Direct	131
OptimizationCMAEvolutionStrategy	Direct	89
OptimizationMetaheuristics	Direct	57
OptimizationPRIMA	Direct	43
OptimizationEvolutionary	Direct	42
OptimizationMultistartOptimization	Direct	36
OptimizationNOMAD	Direct	27
OptimizationGCMAES	Direct	20
OptimizationSpeedMapping	Direct	17
InformationGeometry	Direct	15
OptimizationManopt	Direct	14
OptimizationSophia	Direct	12
OptimizationPyCMA	Direct	12
OptimizationNLPModels	Direct	11
OptimizationMadNLP	Direct	10
SimpleOptimization	Direct	8
OptimizationSciPy	Direct	6
OptimizationODE	Direct	1
HierarchicMemeticStrategy	Direct	0
OptimizationAuglag	Direct	0
BoundaryValueDiffEq	Depth 2	8,922
BoundaryValueDiffEqMIRK	Depth 2	4,048
BoundaryValueDiffEqAscher	Depth 2	4,018
BoundaryValueDiffEqShooting	Depth 2	3,975
BoundaryValueDiffEqMIRKN	Depth 2	3,969
BoundaryValueDiffEqFIRK	Depth 2	3,969
Turing	Depth 2	3,932
ActuaryUtilities	Depth 2	567
NeuralPDE	Depth 2	226
DiskArrayEngine	Depth 2	102
OptimizationFlux	Depth 2	97
FinanceModels	Depth 2	83
BlackBoxOptimizationBenchmarking	Depth 2	47
LikelihoodProfiler	Depth 2	26
Octofitter	Depth 2	25
MarginalLogDensities	Depth 2	20
HetaSimulator	Depth 2	17
UniversalDiffEq	Depth 2	16
ChemistryLab	Depth 2	16
BiochemicalAlgorithms	Depth 2	15
AccessibleOptimization	Depth 2	10
SmoothPeriodicStatsModels	Depth 2	10
EasyModelAnalysis	Depth 2	9
ParallelParticleSwarms	Depth 2	9
CriticalTransitions	Depth 2	8
ODINN	Depth 2	7
CensoredDistributions	Depth 2	7
Solaris	Depth 2	5
EasyHybrid	Depth 2	4
Kinbiont	Depth 2	4
BOSS	Depth 2	3
IntrinsicTimescales	Depth 2	3
Hedgehog	Depth 2	2
GrowthParameterEstimation	Depth 2	2
StructuralSearchModels	Depth 2	2
NonlinearOptimizationTestFunctions	Depth 2	2
MomentMatching	Depth 2	1
MaxEntropyGraphs	Depth 2	1
MessyTimeSeriesOptim	Depth 2	1
SphereUDE	Depth 2	1
RetentionParameterEstimator	Depth 2	1
RMLImaging	Depth 2	1
DataDrivenAcoustics	Depth 2	1
AirfoilGmsh	Depth 2	1
DynamicOED	Depth 2	1
Sophon	Depth 2	1
KernelApproximations	Depth 2	0
ProbabilisticEchoInversion	Depth 2	0
SimsFlanagan	Depth 2	0
ContinuousNormalizingFlows	Depth 2	0
CoupledNODE	Depth 2	0
NoiseModels	Depth 2	0
CropGrowth	Depth 2	0
Newtrinos	Depth 2	0
KdotP	Depth 2	0
MPSTime	Depth 2	0
SurvivalModels	Depth 2	0
DJUICE	Depth 2	0
MaximumEntropyMomentClosures	Depth 2	0
GPDiffEq	Depth 2	0
Peccon	Depth 2	0
ComradeOptimization	Depth 2	0
HydroModelTools	Depth 2	0
YAXArrays	Depth 3	216
OctofitterRadialVelocity	Depth 3	25
DiffEqBayes	Depth 3	16
ActionModels	Depth 3	16
BiochemicalVisualization	Depth 3	8
TuringGLM	Depth 3	7
KitML	Depth 3	5