MLUtils

JuliaHub·Source·Documentation

Last updated: Oct 9, 2026

Cumulative

Downloads last 30 days: 28,192
Downloads last week: 5,476
Downloads last day: 1,955
Downloads last 30 days: 28,192
Downloads last week: 5,476
Downloads last day: 1,955

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

46 packages (12 direct, 34 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	823,824
Tables	Direct	721,259
DataAPI	Direct	641,320
StatsBase	Direct	626,621
ChainRulesCore	Direct	456,465
Statistics	Direct	441,248
SimpleTraits	Direct	295,630
DelimitedFiles	Direct	286,326
NNlib	Direct	120,166
CodeTracking	Direct	96,681
ShowCases	Direct	32,883
MLCore	Direct	25,464
OrderedCollections	Depth 2	941,729
DataStructures	Depth 2	803,887
LogExpFunctions	Depth 2	762,749
MacroTools	Depth 2	711,869
Adapt	Depth 2	709,089
IrrationalConstants	Depth 2	680,265
SortingAlgorithms	Depth 2	620,273
IteratorInterfaceExtensions	Depth 2	550,164
TableTraits	Depth 2	537,608
DataValueInterfaces	Depth 2	534,699
Missings	Depth 2	503,807
StatsAPI	Depth 2	482,258
AliasTables	Depth 2	404,043
GPUArraysCore	Depth 2	286,659
ScopedValues	Depth 2	220,774
Atomix	Depth 2	173,080
KernelAbstractions	Depth 2	166,923
BFloat16s	Depth 2	86,075
TOML	Depth 2	9,483
StaticArrays	Depth 3	874,255
PrecompileTools	Depth 3	841,043
DocStringExtensions	Depth 3	721,887
Requires	Depth 3	572,264
InverseFunctions	Depth 3	514,287
PtrArrays	Depth 3	417,763
HashArrayMappedTries	Depth 3	196,057
UnsafeAtomics	Depth 3	170,722
EnzymeCore	Depth 3	158,715
ChangesOfVariables	Depth 3	61,042
Preferences	Depth 4	1,142,396
StaticArraysCore	Depth 4	702,683
LLVM	Depth 4	120,636
CEnum	Depth 5	311,251
LLVMExtra_jll	Depth 5	111,072

Dependents

100 packages (55 direct, 45 transitive) · 164,973 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Flux	Direct	28,025
StatisticalMeasuresBase	Direct	6,058
MLDatasets	Direct	3,728
MLJBalancing	Direct	2,818
Mill	Direct	2,743
Unfold	Direct	915
Metalhead	Direct	913
DataDrivenDiffEq	Direct	613
GraphSignals	Direct	553
ReinforcementLearningZoo	Direct	453
GNNGraphs	Direct	267
EnergySamplers	Direct	258
LaplaceRedux	Direct	246
RestrictedBoltzmannMachines	Direct	226
GNNlib	Direct	219
GraphNeuralNetworks	Direct	216
NeuroTreeModels	Direct	122
CounterfactualExplanations	Direct	110
DecisionFocusedLearningAlgorithms	Direct	98
JointEnergyModels	Direct	98
ConformalPrediction	Direct	75
FastAI	Direct	71
NeuralEstimators	Direct	68
TextClassification	Direct	52
GNNLux	Direct	52
MeshGraphNets	Direct	40
Drill	Direct	38
EasyHybrid	Direct	37
AstroNbodySim	Direct	27
RelevancePropagation	Direct	23
BatchedTransformations	Direct	23
ODINN	Direct	20
DataSplits	Direct	19
TaijaPlotting	Direct	17
SSIMLoss	Direct	8
Tsunami	Direct	6
KNearestCenters	Direct	4
TaijaParallel	Direct	2
CliMADatasets	Direct	1
CirculantAttention	Direct	1
ContinuousNormalizingFlows	Direct	1
IndependentHypothesisWeighting	Direct	1
SelfConcordantSmoothOptimization	Direct	1
GraphNetSim	Direct	0
BagOfWords	Direct	0
SphereUDE	Direct	0
FastTabular	Direct	0
ISOKANN	Direct	0
YOLOv7	Direct	0
BayesFlux	Direct	0
AutomationLabsIdentification	Direct	0
PianoHands	Direct	0
FastVision	Direct	0
NeuralGraphPDE	Direct	0
AlgorithmicRecourseDynamics	Direct	0
JetPack	Depth 2	81,906
MLJBase	Depth 2	8,990
StatisticalMeasures	Depth 2	5,348
MLJTuning	Depth 2	4,065
MLJ	Depth 2	3,758
MLJEnsembles	Depth 2	3,548
ReinforcementLearningCore	Depth 2	933
NaiveNASflux	Depth 2	745
ClimaAtmos	Depth 2	661
MLJFlux	Depth 2	489
OperatorFlux	Depth 2	456
DataDrivenSparse	Depth 2	411
GeometricFlux	Depth 2	357
OptimizationFlux	Depth 2	353
FluxTraining	Depth 2	300
TurbulenceConvection	Depth 2	281
ClimaLSM	Depth 2	264
ONNXNaiveNASflux	Depth 2	255
MagNav	Depth 2	195
FluxOptTools	Depth 2	164
ReinforcementLearningFarm	Depth 2	138
SymbolicNumericIntegration	Depth 2	126
RobustNeuralNetworks	Depth 2	122
DecisionFocusedLearningBenchmarks	Depth 2	113
TinyMachines	Depth 2	111
TaijaData	Depth 2	110
IPMeasures	Depth 2	107
Crux	Depth 2	104
Transformers	Depth 2	97
OperatorLearning	Depth 2	95
NeuralNetDiffEq	Depth 2	94
NormalizingFlows	Depth 2	92
AlgorithmicCompetition	Depth 2	85
ApplicationDrivenLearning	Depth 2	83
GIRFReco	Depth 2	82
DataDrivenDMD	Depth 2	77
GalacticFlux	Depth 2	76
DINCAE	Depth 2	71
OutlierDetectionNetworks	Depth 2	70
JsonGrinder	Depth 2	69
Flux3D	Depth 2	62
ObjectDetector	Depth 2	62
DecisionRules	Depth 2	61
InvertibleNetworks	Depth 2	61
NaiveGAflux	Depth 2	60