OptimizationBase

JuliaHub·Source·Documentation

Last updated: Jul 1, 2026

Cumulative

Downloads last 30 days: 6,852
Downloads last week: 2,004
Downloads last day: 338
Downloads last 30 days: 6,852
Downloads last week: 2,004
Downloads last day: 338

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

41 packages (12 direct, 29 transitive)

Package	Depth ↑	Downloads ↓
PrecompileTools	Direct	415,550
DocStringExtensions	Direct	307,302
Reexport	Direct	223,384
ArrayInterface	Direct	179,129
ADTypes	Direct	123,291
FastClosures	Direct	94,637
DifferentiationInterface	Direct	86,953
SciMLBase	Direct	84,733
SymbolicIndexingInterface	Direct	71,615
SciMLLogging	Direct	43,250
SparseMatrixColorings	Direct	22,095
SparseConnectivityTracer	Direct	7,931
Preferences	Depth 2	472,379
Adapt	Depth 2	323,308
StaticArraysCore	Depth 2	307,604
ConstructionBase	Depth 2	255,201
RecipesBase	Depth 2	223,214
IteratorInterfaceExtensions	Depth 2	214,467
FillArrays	Depth 2	153,263
LoggingExtras	Depth 2	147,056
EnumX	Depth 2	141,948
SciMLPublic	Depth 2	118,652
CommonSolve	Depth 2	106,179
Accessors	Depth 2	103,597
Statistics	Depth 2	77,098
RecursiveArrayTools	Depth 2	75,719
SciMLOperators	Depth 2	75,408
RuntimeGeneratedFunctions	Depth 2	72,427
FunctionWrappersWrappers	Depth 2	72,038
PreallocationTools	Depth 2	70,497
SciMLStructures	Depth 2	60,594
FindFirstFunctions	Depth 2	6,931
MacroTools	Depth 3	292,925
ExprTools	Depth 3	143,881
InverseFunctions	Depth 3	132,691
GPUArraysCore	Depth 3	131,030
CompositionsBase	Depth 3	90,212
FunctionWrappers	Depth 3	76,551
TruncatedStacktraces	Depth 3	64,853
TOML	Depth 3	2,158
SHA	Depth 3	157

Dependents

100 packages (30 direct, 70 transitive) · 42,472 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Optimization	Direct	6,618
OptimizationOptimJL	Direct	5,203
BoundaryValueDiffEqCore	Direct	2,573
OptimizationMOI	Direct	1,401
OptimizationOptimisers	Direct	990
OptimizationNLopt	Direct	918
OptimizationBBO	Direct	644
OptimizationIpopt	Direct	288
OptimizationLBFGSB	Direct	204
Pathfinder	Direct	184
OptimizationPolyalgorithms	Direct	136
OptimizationMetaheuristics	Direct	85
OptimizationEvolutionary	Direct	84
OptimizationCMAEvolutionStrategy	Direct	77
OptimizationMultistartOptimization	Direct	50
OptimizationNOMAD	Direct	45
OptimizationPRIMA	Direct	42
OptimizationGCMAES	Direct	30
OptimizationNLPModels	Direct	23
InformationGeometry	Direct	19
OptimizationMadNLP	Direct	19
OptimizationManopt	Direct	15
OptimizationSpeedMapping	Direct	15
SimpleOptimization	Direct	15
OptimizationSciPy	Direct	14
OptimizationAuglag	Direct	13
OptimizationPyCMA	Direct	11
OptimizationSophia	Direct	11
OptimizationODE	Direct	7
HierarchicMemeticStrategy	Direct	4
BoundaryValueDiffEq	Depth 2	5,240
Turing	Depth 2	4,898
BoundaryValueDiffEqMIRK	Depth 2	2,537
BoundaryValueDiffEqAscher	Depth 2	2,458
BoundaryValueDiffEqFIRK	Depth 2	1,605
BoundaryValueDiffEqShooting	Depth 2	1,557
BoundaryValueDiffEqMIRKN	Depth 2	1,540
NeuralPDE	Depth 2	271
DiskArrayEngine	Depth 2	255
FinanceModels	Depth 2	192
OptimizationFlux	Depth 2	67
Octofitter	Depth 2	63
HetaSimulator	Depth 2	53
LikelihoodProfiler	Depth 2	50
CensoredDistributions	Depth 2	49
SmoothPeriodicStatsModels	Depth 2	43
BiochemicalAlgorithms	Depth 2	37
BOSS	Depth 2	29
BlackBoxOptimizationBenchmarking	Depth 2	24
EasyModelAnalysis	Depth 2	22
ContinuousNormalizingFlows	Depth 2	21
Solaris	Depth 2	21
NonlinearOptimizationTestFunctions	Depth 2	16
CriticalTransitions	Depth 2	15
AccessibleOptimization	Depth 2	15
MarginalLogDensities	Depth 2	14
ParallelParticleSwarms	Depth 2	14
MessyTimeSeriesOptim	Depth 2	14
IntrinsicTimescales	Depth 2	12
ProbabilisticEchoInversion	Depth 2	12
SphereUDE	Depth 2	11
Kinbiont	Depth 2	10
ChemistryLab	Depth 2	10
NoiseModels	Depth 2	8
ODINN	Depth 2	8
DataDrivenAcoustics	Depth 2	8
SurvivalModels	Depth 2	7
UniversalDiffEq	Depth 2	7
EasyHybrid	Depth 2	7
Hedgehog	Depth 2	7
ComradeOptimization	Depth 2	6
RetentionParameterEstimator	Depth 2	6
EnzymeRates	Depth 2	5
GrowthParameterEstimation	Depth 2	5
NoLimits	Depth 2	5
KdotP	Depth 2	5
HydroModelTools	Depth 2	5
Newtrinos	Depth 2	4
SimsFlanagan	Depth 2	4
MomentMatching	Depth 2	4
MaxEntropyGraphs	Depth 2	4
Sophon	Depth 2	4
StructuralSearchModels	Depth 2	4
KernelApproximations	Depth 2	3
Peccon	Depth 2	3
CropGrowth	Depth 2	2
MPSTime	Depth 2	2
MaximumEntropyMomentClosures	Depth 2	2
CoupledNODE	Depth 2	2
DynamicOED	Depth 2	1
GPDiffEq	Depth 2	0
DJUICE	Depth 2	0
AirfoilGmsh	Depth 2	0
RMLImaging	Depth 2	0
ActuaryUtilities	Depth 3	877
YAXArrays	Depth 3	396
ActionModels	Depth 3	68
DiffEqBayes	Depth 3	45
OctofitterRadialVelocity	Depth 3	29
TuringGLM	Depth 3	16