Optimisers

JuliaHub·Source·Documentation

Last updated: Oct 29, 2026

Cumulative

Downloads last 30 days: 101,332
Downloads last week: 31,955
Downloads last day: 13,698
Downloads last 30 days: 101,332
Downloads last week: 31,955
Downloads last day: 13,698

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	839,519
ConstructionBase	Direct	592,609
ChainRulesCore	Direct	492,545
Statistics	Direct	404,572
Functors	Direct	182,314
TOML	Depth 2	9,215

Dependents

100 packages (65 direct, 35 transitive) · 199,461 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Tracker	Direct	40,462
Flux	Direct	35,980
Lux	Direct	26,891
AdvancedVI	Direct	11,195
OptimizationOptimisers	Direct	7,719
ParameterSchedulers	Direct	879
FluxTraining	Direct	671
NaiveNASflux	Direct	553
MLJFlux	Direct	425
LuxTestUtils	Direct	388
EnergySamplers	Direct	326
RestrictedBoltzmannMachines	Direct	309
GeometricFlux	Direct	251
NeuralPDE	Direct	221
NeuroTreeModels	Direct	219
LaplaceRedux	Direct	210
Drill	Direct	174
CounterfactualExplanations	Direct	158
ACEpotentials	Direct	122
JointEnergyModels	Direct	78
ApplicationDrivenLearning	Direct	66
NeuralEstimators	Direct	64
NormalizingFlows	Direct	50
FluxMPI	Direct	46
NaiveGAflux	Direct	40
ReactantNitro	Direct	29
MeshGraphNets	Direct	24
AstroNbodySim	Direct	19
DensityFlows	Direct	16
PastaQ	Direct	14
TumorGrowth	Direct	10
StandardizedRestrictedBoltzmannMachines	Direct	8
NoLimits	Direct	7
Tsunami	Direct	7
AdvRBMs	Direct	7
GraphNetSim	Direct	6
AugmentedGaussianProcesses	Direct	6
FluxOptics	Direct	5
TensorQEC	Direct	4
QuantumNLDiffEq	Direct	4
Fluxperimental	Direct	4
ContrastiveDivergenceRBM	Direct	3
DataDrivenLux	Direct	3
CenteredRBMs	Direct	3
CannotWaitForTheseOptimisers	Direct	3
ODINN	Direct	2
NarxHematox	Direct	2
DeepCompartmentModels	Direct	2
ACETestUtils	Direct	2
NaturalOptimisers	Direct	2
ContinuousNormalizingFlows	Direct	1
ISOKANN	Direct	1
LearningToOptimize	Direct	1
Sophon	Direct	1
GalacticOptimisers	Direct	1
Crumble	Direct	0
GeoSurrogates	Direct	0
NaturalGradientOptimisers	Direct	0
GPDiffEq	Direct	0
ExplicitFluxLayers	Direct	0
SphereUDE	Direct	0
PianoHands	Direct	0
Flux2Lux	Direct	0
LaplacianExpectationMaximization	Direct	0
BayesFlux	Direct	0
JetPack	Depth 2	44,440
Turing	Depth 2	11,144
SciMLSensitivity	Depth 2	4,963
Mill	Depth 2	1,181
DiffEqSensitivity	Depth 2	992
ReinforcementLearningCore	Depth 2	967
DiffEqFlux	Depth 2	885
Metalhead	Depth 2	831
ReinforcementLearningZoo	Depth 2	567
Boltz	Depth 2	508
ClimaAtmos	Depth 2	501
NeuralOperators	Depth 2	492
ModelingToolkitNeuralNets	Depth 2	406
GNNLux	Depth 2	370
GraphNeuralNetworks	Depth 2	307
ArrayInterfaceTracker	Depth 2	295
ClimaLSM	Depth 2	260
OperatorFlux	Depth 2	245
OptimizationPolyalgorithms	Depth 2	219
LowRankLayers	Depth 2	191
GalacticFlux	Depth 2	188
AbstractCosmologicalEmulators	Depth 2	186
ONNXNaiveNASflux	Depth 2	184
TextModels	Depth 2	172
FluxOptTools	Depth 2	169
Transformers	Depth 2	154
SliceMap	Depth 2	132
DINCAE	Depth 2	120
TurbulenceConvection	Depth 2	115
TaijaData	Depth 2	108
EquivariantTensors	Depth 2	104
RobustNeuralNetworks	Depth 2	103
ReinforcementLearningFarm	Depth 2	91
Crux	Depth 2	89
OptimizationFlux	Depth 2	88