Optimisers

Last updated: Mar 20, 2026

Downloads last 30 days: 15,134
Downloads last week: 5,582
Downloads last day: 1,799
Downloads last 30 days: 15,134
Downloads last week: 5,582
Downloads last day: 1,799

Total Downloads

View Total Downloads data table

Date	Downloads
2026-03-07	447
2026-03-08	537
2026-03-09	1,452
2026-03-10	1,523
2026-03-11	533
2026-03-12	926
2026-03-13	829
2026-03-14	193
2026-03-15	195
2026-03-16	543
2026-03-17	709
2026-03-18	1,314
2026-03-19	454
2026-03-20	1,345

Downloads by Region

Dependencies

6 packages (4 direct, 2 transitive)

Package	Depth ↑	Downloads ↓
ConstructionBase	Direct	108,269
ChainRulesCore	Direct	103,548
Statistics	Direct	82,079
Functors	Direct	27,622
Compat	Depth 2	184,321
TOML	Depth 3	2,928

Dependents

100 packages (55 direct, 45 transitive) · 34,515 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Flux	Direct	9,258
Tracker	Direct	6,899
Lux	Direct	4,291
AdvancedVI	Direct	2,439
ParameterSchedulers	Direct	1,000
OptimizationOptimisers	Direct	881
MLJFlux	Direct	166
NeuralPDE	Direct	156
LuxTestUtils	Direct	142
LaplaceRedux	Direct	68
NaiveNASflux	Direct	66
ACEpotentials	Direct	45
GeometricFlux	Direct	38
FluxTraining	Direct	26
CounterfactualExplanations	Direct	24
NormalizingFlows	Direct	17
EnergySamplers	Direct	16
NeuroTreeModels	Direct	10
CannotWaitForTheseOptimisers	Direct	9
Tsunami	Direct	6
ApplicationDrivenLearning	Direct	5
Fluxperimental	Direct	5
PastaQ	Direct	5
FluxOptics	Direct	3
RestrictedBoltzmannMachines	Direct	3
ODINN	Direct	3
AdvRBMs	Direct	2
GeoSurrogates	Direct	1
ContinuousNormalizingFlows	Direct	1
Sophon	Direct	1
FluxMPI	Direct	1
BayesFlux	Direct	0
QuantumNLDiffEq	Direct	0
ISOKANN	Direct	0
JointEnergyModels	Direct	0
LearningToOptimize	Direct	0
TensorQEC	Direct	0
TumorGrowth	Direct	0
StandardizedRestrictedBoltzmannMachines	Direct	0
DataDrivenLux	Direct	0
Flux2Lux	Direct	0
CenteredRBMs	Direct	0
DeepCompartmentModels	Direct	0
ContrastiveDivergenceRBM	Direct	0
AstroNbodySim	Direct	0
GalacticOptimisers	Direct	0
GPDiffEq	Direct	0
NaturalGradientOptimisers	Direct	0
PianoHands	Direct	0
ExplicitFluxLayers	Direct	0
NaiveGAflux	Direct	0
LaplacianExpectationMaximization	Direct	0
DensityFlows	Direct	0
MeshGraphNets	Direct	0
AugmentedGaussianProcesses	Direct	0
Turing	Depth 2	2,621
SciMLSensitivity	Depth 2	1,740
DiffEqSensitivity	Depth 2	760
ClimaAtmos	Depth 2	594
DiffEqFlux	Depth 2	577
Metalhead	Depth 2	318
Boltz	Depth 2	314
ArrayInterfaceTracker	Depth 2	258
NeuralOperators	Depth 2	236
OperatorFlux	Depth 2	186
OptimizationPolyalgorithms	Depth 2	135
ReinforcementLearningCore	Depth 2	131
ClimaLSM	Depth 2	120
GraphNeuralNetworks	Depth 2	115
TurbulenceConvection	Depth 2	95
ModelingToolkitNeuralNets	Depth 2	95
OptimizationFlux	Depth 2	74
ONNXNaiveNASflux	Depth 2	68
Transformers	Depth 2	50
ReinforcementLearningZoo	Depth 2	46
ChemistryFeaturization	Depth 2	46
SliceMap	Depth 2	36
FluxOptTools	Depth 2	30
EquivariantTensors	Depth 2	28
TaijaData	Depth 2	27
ChainPlots	Depth 2	27
NeuralEstimators	Depth 2	22
JetPack	Depth 2	20
MagNav	Depth 2	16
SurrogatesFlux	Depth 2	16
RandomFeatureMaps	Depth 2	14
AbstractCosmologicalEmulators	Depth 2	14
StateSpaceRoutines	Depth 2	13
CriticalTransitions	Depth 2	12
GNNLux	Depth 2	8
AlphaZero	Depth 2	8
DINCAE	Depth 2	7
ObjectDetector	Depth 2	7
AutoEncoderToolkit	Depth 2	7
FastAI	Depth 2	7
Effort	Depth 2	6
Crux	Depth 2	6
TextModels	Depth 2	6
Mill	Depth 2	6
TopOpt	Depth 2	6