MLDataDevices

Last updated: Apr 1, 2026

Downloads last 30 days: 14,315
Downloads last week: 4,909
Downloads last day: 1,501
Downloads last 30 days: 14,315
Downloads last week: 4,909
Downloads last day: 1,501

Total Downloads

View Total Downloads data table

Date	Downloads
2026-03-19	372
2026-03-20	884
2026-03-21	285
2026-03-22	257
2026-03-23	560
2026-03-24	337
2026-03-25	404
2026-03-26	664
2026-03-27	704
2026-03-28	485
2026-03-29	571
2026-03-30	580
2026-03-31	614
2026-04-01	887

Downloads by Region

Dependencies

8 packages (4 direct, 4 transitive)

Package	Depth ↑	Downloads ↓
Preferences	Direct	368,256
Adapt	Direct	215,961
SciMLPublic	Direct	60,094
Functors	Direct	40,181
Compat	Depth 2	282,709
Requires	Depth 2	254,171
ConstructionBase	Depth 2	183,603
TOML	Depth 2	4,296

Dependents

100 packages (15 direct, 85 transitive) · 33,228 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Flux	Direct	10,660
LuxLib	Direct	8,503
Lux	Direct	7,970
Boltz	Direct	383
NeuralPDE	Direct	210
GNNGraphs	Direct	154
LuxTestUtils	Direct	120
HeterogeneousComputing	Direct	86
EquivariantTensors	Direct	41
NeuralLyapunov	Direct	4
Tsunami	Direct	2
TerminalSystemMonitor	Direct	2
Drill	Direct	2
ContinuousNormalizingFlows	Direct	1
FourierSpaces	Direct	0
ClimaAtmos	Depth 2	728
DiffEqFlux	Depth 2	718
Metalhead	Depth 2	505
MLJFlux	Depth 2	314
OperatorFlux	Depth 2	290
NeuralOperators	Depth 2	242
ReinforcementLearningCore	Depth 2	177
ClimaLSM	Depth 2	173
GNNlib	Depth 2	156
TurbulenceConvection	Depth 2	130
GraphNeuralNetworks	Depth 2	129
NaiveNASflux	Depth 2	126
ChemistryFeaturization	Depth 2	113
ModelingToolkitNeuralNets	Depth 2	113
OptimizationFlux	Depth 2	102
ONNXNaiveNASflux	Depth 2	87
LaplaceRedux	Depth 2	82
BAT	Depth 2	62
GeometricFlux	Depth 2	62
ChainPlots	Depth 2	58
Transformers	Depth 2	55
ACEpotentials	Depth 2	55
ReinforcementLearningZoo	Depth 2	53
CounterfactualExplanations	Depth 2	47
TaijaData	Depth 2	39
EnergySamplers	Depth 2	36
NeuralEstimators	Depth 2	31
JetPack	Depth 2	28
FluxTraining	Depth 2	28
MagNav	Depth 2	23
CovarianceFunctions	Depth 2	20
MonotonicSplines	Depth 2	20
NormalizingFlows	Depth 2	19
RandomFeatureMaps	Depth 2	19
SurrogatesFlux	Depth 2	17
AbstractCosmologicalEmulators	Depth 2	17
GNNLux	Depth 2	17
TopOpt	Depth 2	15
Mill	Depth 2	13
AlphaZero	Depth 2	12
AutoEncoderToolkit	Depth 2	8
OutlierDetectionNetworks	Depth 2	8
DecisionFocusedLearningBenchmarks	Depth 2	7
Crux	Depth 2	7
InvariantPointAttention	Depth 2	6
ObjectDetector	Depth 2	6
HighDimPDE	Depth 2	6
FluxOptTools	Depth 2	5
ReinforcementLearningDatasets	Depth 2	5
RobustNeuralNetworks	Depth 2	5
FastAI	Depth 2	5
Effort	Depth 2	5
ApplicationDrivenLearning	Depth 2	5
NeuralNetDiffEq	Depth 2	5
DINCAE	Depth 2	5
Fluxperimental	Depth 2	4
DeepQLearning	Depth 2	4
GalacticFlux	Depth 2	4
Nclusion	Depth 2	4
EasyHybrid	Depth 2	4
DeepEquilibriumNetworks	Depth 2	4
MGVI	Depth 2	4
ChemBERTa	Depth 2	4
JudiLing	Depth 2	3
QuanEstimationBase	Depth 2	3
UniversalDiffEq	Depth 2	3
ODINN	Depth 2	3
NeuroTreeModels	Depth 2	3
MLThermoProperties	Depth 2	3
TextModels	Depth 2	2
InvertibleNetworks	Depth 2	2
RecurrentLayers	Depth 2	2
RelevancePropagation	Depth 2	2
MacroEnergyTimeReduction	Depth 2	2
GeoSurrogates	Depth 2	1
ReinforcementLearningExperiments	Depth 2	1
CompressedBeliefMDPs	Depth 2	1
Microstructure	Depth 2	1
Flux3D	Depth 2	1
Flux2Lux	Depth 2	1
GIRFReco	Depth 2	1
Sophon	Depth 2	1
FluxNLPModels	Depth 2	1
GraphNetCore	Depth 2	1
DeepCompartmentModels	Depth 2	1