OptimizationBase

JuliaHub·Source·Documentation

Last updated: Aug 25, 2026

Cumulative

Downloads last 30 days: 10,690
Downloads last week: 3,677
Downloads last day: 692
Downloads last 30 days: 10,690
Downloads last week: 3,677
Downloads last day: 692

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

39 packages (11 direct, 28 transitive)

Package	Depth ↑	Downloads ↓
PrecompileTools	Direct	366,113
DocStringExtensions	Direct	301,616
ArrayInterface	Direct	192,785
ADTypes	Direct	135,489
SciMLBase	Direct	97,251
DifferentiationInterface	Direct	96,513
SymbolicIndexingInterface	Direct	89,577
FastClosures	Direct	71,176
SciMLLogging	Direct	50,997
SparseMatrixColorings	Direct	31,057
SparseConnectivityTracer	Direct	13,232
Preferences	Depth 2	390,340
StaticArraysCore	Depth 2	276,239
Adapt	Depth 2	265,825
ConstructionBase	Depth 2	225,490
FillArrays	Depth 2	221,715
IteratorInterfaceExtensions	Depth 2	213,166
RecipesBase	Depth 2	184,904
CommonSolve	Depth 2	156,257
Accessors	Depth 2	150,746
LoggingExtras	Depth 2	135,991
EnumX	Depth 2	118,974
SciMLPublic	Depth 2	114,461
RecursiveArrayTools	Depth 2	100,873
RuntimeGeneratedFunctions	Depth 2	93,128
Statistics	Depth 2	89,161
PreallocationTools	Depth 2	84,894
FunctionWrappersWrappers	Depth 2	79,526
SciMLOperators	Depth 2	79,471
SciMLStructures	Depth 2	60,775
FindFirstFunctions	Depth 2	29,520
MacroTools	Depth 3	292,773
ExprTools	Depth 3	187,272
InverseFunctions	Depth 3	169,228
GPUArraysCore	Depth 3	136,223
CompositionsBase	Depth 3	133,663
FunctionWrappers	Depth 3	76,714
TOML	Depth 3	7,161
SHA	Depth 3	152

Dependents

100 packages (31 direct, 69 transitive) · 57,321 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Optimization	Direct	10,241
OptimizationOptimJL	Direct	7,701
OptimizationOptimisers	Direct	3,676
BoundaryValueDiffEqCore	Direct	2,379
OptimizationNLopt	Direct	1,095
OptimizationBBO	Direct	796
OptimizationMOI	Direct	664
OptimizationPolyalgorithms	Direct	648
OptimizationIpopt	Direct	359
Pathfinder	Direct	237
OptimizationLBFGSB	Direct	234
OptimizationEvolutionary	Direct	94
OptimizationCMAEvolutionStrategy	Direct	72
OptimizationMetaheuristics	Direct	64
OptimizationMultistartOptimization	Direct	51
OptimizationManopt	Direct	37
OptimizationNLPModels	Direct	31
OptimizationGCMAES	Direct	24
OptimizationPRIMA	Direct	24
InformationGeometry	Direct	15
SimpleOptimization	Direct	13
OptimizationNOMAD	Direct	13
OptimizationMadNLP	Direct	12
ParallelParticleSwarms	Direct	11
OptimizationSciPy	Direct	10
OptimizationAuglag	Direct	8
OptimizationSpeedMapping	Direct	6
OptimizationSophia	Direct	5
OptimizationPyCMA	Direct	2
OptimizationODE	Direct	1
HierarchicMemeticStrategy	Direct	0
BoundaryValueDiffEq	Depth 2	7,727
Turing	Depth 2	6,567
BoundaryValueDiffEqMIRK	Depth 2	2,268
BoundaryValueDiffEqAscher	Depth 2	2,219
BoundaryValueDiffEqFIRK	Depth 2	2,144
BoundaryValueDiffEqShooting	Depth 2	2,106
BoundaryValueDiffEqMIRKN	Depth 2	2,102
NeuralPDE	Depth 2	720
OptimizationFlux	Depth 2	526
Surrogates	Depth 2	450
DiskArrayEngine	Depth 2	400
FinanceModels	Depth 2	121
LikelihoodProfiler	Depth 2	72
EasyModelAnalysis	Depth 2	66
MarginalLogDensities	Depth 2	49
Kinbiont	Depth 2	42
Octofitter	Depth 2	31
Solaris	Depth 2	30
CensoredDistributions	Depth 2	28
NoLimits	Depth 2	21
BiochemicalAlgorithms	Depth 2	18
BlackBoxOptimizationBenchmarking	Depth 2	17
HetaSimulator	Depth 2	13
CriticalTransitions	Depth 2	10
GrowthParameterEstimation	Depth 2	7
EasyHybrid	Depth 2	7
AccessibleOptimization	Depth 2	6
RetentionParameterEstimator	Depth 2	5
BOSS	Depth 2	5
MessyTimeSeriesOptim	Depth 2	4
SmoothPeriodicStatsModels	Depth 2	3
ComradeOptimization	Depth 2	2
ODINN	Depth 2	2
MaxEntropyGraphs	Depth 2	2
ProbabilisticEchoInversion	Depth 2	1
UniversalDiffEq	Depth 2	1
Hedgehog	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
ThermalResponseTest	Depth 2	1
HydroModelTools	Depth 2	1
ThermalResponseDeconvolution	Depth 2	1
KernelApproximations	Depth 2	0
SimsFlanagan	Depth 2	0
CoupledNODE	Depth 2	0
NoiseModels	Depth 2	0
RMLImaging	Depth 2	0
CropGrowth	Depth 2	0
DataDrivenAcoustics	Depth 2	0
Sophon	Depth 2	0
Newtrinos	Depth 2	0
IntrinsicTimescales	Depth 2	0
KdotP	Depth 2	0
MomentMatching	Depth 2	0
MPSTime	Depth 2	0
EnzymeRates	Depth 2	0
DJUICE	Depth 2	0
AirfoilGmsh	Depth 2	0
SphereUDE	Depth 2	0
DynamicOED	Depth 2	0
MaximumEntropyMomentClosures	Depth 2	0
GPDiffEq	Depth 2	0
Peccon	Depth 2	0
StructuralSearchModels	Depth 2	0
NonlinearOptimizationTestFunctions	Depth 2	0
GrowthFit	Depth 2	0
YAXArrays	Depth 3	584
ActuaryUtilities	Depth 3	268
TuringGLM	Depth 3	89
DiffEqBayes	Depth 3	60