MLDataDevices

Last updated: Apr 21, 2026

Downloads last 30 days: 22,947
Downloads last week: 8,252
Downloads last day: 2,628
Downloads last 30 days: 22,947
Downloads last week: 8,252
Downloads last day: 2,628

Total Downloads

View Total Downloads data table

Date	Downloads
2026-04-08	377
2026-04-09	763
2026-04-10	681
2026-04-11	1,640
2026-04-12	797
2026-04-13	903
2026-04-14	922
2026-04-15	1,114
2026-04-16	1,018
2026-04-17	814
2026-04-18	808
2026-04-19	948
2026-04-20	1,531
2026-04-21	1,097

Downloads by Region

Dependencies

8 packages (4 direct, 4 transitive)

Package	Depth ↑	Downloads ↓
Preferences	Direct	507,867
Adapt	Direct	299,605
SciMLPublic	Direct	80,797
Functors	Direct	79,722
Compat	Depth 2	431,340
Requires	Depth 2	360,821
ConstructionBase	Depth 2	276,701
TOML	Depth 2	5,366

Dependents

100 packages (16 direct, 84 transitive) · 51,762 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
LuxLib	Direct	14,955
Lux	Direct	14,089
Flux	Direct	13,383
Boltz	Direct	474
NeuralPDE	Direct	326
GNNGraphs	Direct	176
LuxTestUtils	Direct	160
EquivariantTensors	Direct	106
HeterogeneousComputing	Direct	96
NeuralEstimators	Direct	46
NeuralLyapunov	Direct	16
ContinuousNormalizingFlows	Direct	15
Drill	Direct	14
TerminalSystemMonitor	Direct	10
Tsunami	Direct	6
FourierSpaces	Direct	2
JetPack	Depth 2	1,183
Metalhead	Depth 2	849
DiffEqFlux	Depth 2	798
ClimaAtmos	Depth 2	571
MLJFlux	Depth 2	502
NeuralOperators	Depth 2	269
NaiveNASflux	Depth 2	246
ReinforcementLearningCore	Depth 2	240
ModelingToolkitNeuralNets	Depth 2	208
OperatorFlux	Depth 2	207
AbstractCosmologicalEmulators	Depth 2	172
LaplaceRedux	Depth 2	170
GNNlib	Depth 2	156
CounterfactualExplanations	Depth 2	151
ClimaLSM	Depth 2	143
GraphNeuralNetworks	Depth 2	120
EnergySamplers	Depth 2	119
OptimizationFlux	Depth 2	109
ACEpotentials	Depth 2	105
TaijaData	Depth 2	103
ReinforcementLearningZoo	Depth 2	98
FluxTraining	Depth 2	92
ChemistryFeaturization	Depth 2	86
ONNXNaiveNASflux	Depth 2	85
GeometricFlux	Depth 2	83
TopOpt	Depth 2	79
Transformers	Depth 2	71
ChainPlots	Depth 2	70
BAT	Depth 2	65
TurbulenceConvection	Depth 2	57
RadiationDetectorDSP	Depth 2	50
RecurrentLayers	Depth 2	43
Mill	Depth 2	42
CovarianceFunctions	Depth 2	29
ObjectDetector	Depth 2	28
MagNav	Depth 2	27
GNNLux	Depth 2	24
FluxOptTools	Depth 2	23
RandomFeatureMaps	Depth 2	22
MonotonicSplines	Depth 2	19
QuanEstimationBase	Depth 2	19
Solaris	Depth 2	18
Crux	Depth 2	18
DecisionFocusedLearningBenchmarks	Depth 2	16
SurrogatesFlux	Depth 2	14
MGVI	Depth 2	14
NormalizingFlows	Depth 2	13
AlphaZero	Depth 2	13
EasyHybrid	Depth 2	12
AutoEncoderToolkit	Depth 2	11
Effort	Depth 2	11
DeepEquilibriumNetworks	Depth 2	10
UniversalDiffEq	Depth 2	10
NeuroTreeModels	Depth 2	10
JointEnergyModels	Depth 2	10
OutlierDetectionNetworks	Depth 2	10
AutoComputationalGraphTuning	Depth 2	9
CompressedBeliefMDPs	Depth 2	9
RelevancePropagation	Depth 2	9
InvariantPointAttention	Depth 2	7
ChemBERTa	Depth 2	7
SphereUDE	Depth 2	7
ApplicationDrivenLearning	Depth 2	7
ISOKANN	Depth 2	7
SeaPearl	Depth 2	6
DeepQLearning	Depth 2	6
QuantumReservoirComputing	Depth 2	6
ClapeyronHANNA	Depth 2	6
DINCAE	Depth 2	6
Flux2Lux	Depth 2	6
HighDimPDE	Depth 2	6
Fluxperimental	Depth 2	5
TumorGrowth	Depth 2	5
JudiLing	Depth 2	5
DeepCompartmentModels	Depth 2	5
IPMeasures	Depth 2	5
GenerativeModels	Depth 2	5
ReinforcementLearningDatasets	Depth 2	5
NaiveGAflux	Depth 2	5
Microstructure	Depth 2	5
Nclusion	Depth 2	4
TinyMachines	Depth 2	4
LuxRecurrentLayers	Depth 2	4
FluxKAN	Depth 2	4