Optimisers

JuliaHub·Source·Documentation

Last updated: Oct 9, 2026

Cumulative

Downloads last 30 days: 97,671
Downloads last week: 23,971
Downloads last day: 6,233
Downloads last 30 days: 97,671
Downloads last week: 23,971
Downloads last day: 6,233

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	823,824
ConstructionBase	Direct	583,182
ChainRulesCore	Direct	456,465
Statistics	Direct	441,248
Functors	Direct	202,886
TOML	Depth 2	9,483

Dependents

100 packages (64 direct, 36 transitive) · 244,806 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Tracker	Direct	55,009
Flux	Direct	28,025
Lux	Direct	24,579
OptimizationOptimisers	Direct	9,126
AdvancedVI	Direct	8,453
ParameterSchedulers	Direct	770
NaiveNASflux	Direct	745
NeuralPDE	Direct	529
MLJFlux	Direct	489
LuxTestUtils	Direct	430
GeometricFlux	Direct	357
FluxTraining	Direct	300
EnergySamplers	Direct	258
LaplaceRedux	Direct	246
RestrictedBoltzmannMachines	Direct	226
NeuroTreeModels	Direct	122
CounterfactualExplanations	Direct	110
JointEnergyModels	Direct	98
NormalizingFlows	Direct	92
ApplicationDrivenLearning	Direct	83
ACEpotentials	Direct	75
AugmentedGaussianProcesses	Direct	73
PastaQ	Direct	71
NeuralEstimators	Direct	68
NaiveGAflux	Direct	60
ContrastiveDivergenceRBM	Direct	54
FluxMPI	Direct	54
DensityFlows	Direct	44
NoLimits	Direct	43
AdvRBMs	Direct	42
MeshGraphNets	Direct	40
Drill	Direct	38
AstroNbodySim	Direct	27
LaplacianExpectationMaximization	Direct	24
DeepCompartmentModels	Direct	23
ODINN	Direct	20
Sophon	Direct	9
ReactantNitro	Direct	8
StandardizedRestrictedBoltzmannMachines	Direct	6
Tsunami	Direct	6
TensorQEC	Direct	4
FluxOptics	Direct	3
CenteredRBMs	Direct	3
CannotWaitForTheseOptimisers	Direct	3
Fluxperimental	Direct	3
NaturalOptimisers	Direct	2
ACETestUtils	Direct	2
QuantumNLDiffEq	Direct	2
ContinuousNormalizingFlows	Direct	1
LearningToOptimize	Direct	1
DataDrivenLux	Direct	1
TumorGrowth	Direct	1
GPDiffEq	Direct	0
GraphNetSim	Direct	0
GeoSurrogates	Direct	0
NaturalGradientOptimisers	Direct	0
ISOKANN	Direct	0
Crumble	Direct	0
ExplicitFluxLayers	Direct	0
GalacticOptimisers	Direct	0
PianoHands	Direct	0
SphereUDE	Direct	0
BayesFlux	Direct	0
Flux2Lux	Direct	0
JetPack	Depth 2	81,906
Turing	Depth 2	8,739
SciMLSensitivity	Depth 2	6,244
Mill	Depth 2	2,743
DiffEqSensitivity	Depth 2	2,198
DiffEqFlux	Depth 2	1,878
ReinforcementLearningCore	Depth 2	933
Boltz	Depth 2	918
Metalhead	Depth 2	913
ArrayInterfaceTracker	Depth 2	899
NeuralOperators	Depth 2	678
ClimaAtmos	Depth 2	661
OptimizationPolyalgorithms	Depth 2	489
ModelingToolkitNeuralNets	Depth 2	482
OperatorFlux	Depth 2	456
ReinforcementLearningZoo	Depth 2	453
OptimizationFlux	Depth 2	353
AbstractCosmologicalEmulators	Depth 2	317
TurbulenceConvection	Depth 2	281
ClimaLSM	Depth 2	264
ONNXNaiveNASflux	Depth 2	255
GraphNeuralNetworks	Depth 2	216
MagNav	Depth 2	195
FluxOptTools	Depth 2	164
ReinforcementLearningFarm	Depth 2	138
SliceMap	Depth 2	124
RobustNeuralNetworks	Depth 2	122
DecisionFocusedLearningBenchmarks	Depth 2	113
TinyMachines	Depth 2	111
TaijaData	Depth 2	110
IPMeasures	Depth 2	107
Crux	Depth 2	104
DecisionFocusedLearningAlgorithms	Depth 2	98
Transformers	Depth 2	97
OperatorLearning	Depth 2	95
NeuralNetDiffEq	Depth 2	94