MLUtils

JuliaHub·Source·Documentation

Last updated: Feb 8, 2026

Downloads last 30 days

5,641

Downloads last week

1,074

Downloads last day

183

Downloads last 30 days

5,641

Downloads last week

1,074

Downloads last day

183

Total Downloads

Downloads by Region

Dependencies

60 packages (13 direct, 47 transitive)

Package	Depth ↑	Downloads ↓
StatsBase	Direct	634,889
DataAPI	Direct	618,142
Tables	Direct	125,091
Compat	Direct	123,656
Statistics	Direct	105,348
ChainRulesCore	Direct	66,592
DelimitedFiles	Direct	44,962
SimpleTraits	Direct	44,062
Transducers	Direct	22,572
NNlib	Direct	11,820
ShowCases	Direct	6,208
FLoops	Direct	5,823
MLCore	Direct	5,366
OrderedCollections	Depth 2	683,375
DataStructures	Depth 2	671,027
LogExpFunctions	Depth 2	665,207
StatsAPI	Depth 2	627,805
IrrationalConstants	Depth 2	627,734
SortingAlgorithms	Depth 2	618,361
Missings	Depth 2	609,762
AliasTables	Depth 2	594,606
MacroTools	Depth 2	136,742
IteratorInterfaceExtensions	Depth 2	122,319
TableTraits	Depth 2	120,904
DataValueInterfaces	Depth 2	120,720
ConstructionBase	Depth 2	88,860
Adapt	Depth 2	76,430
Setfield	Depth 2	69,250
CompositionsBase	Depth 2	58,069
GPUArraysCore	Depth 2	46,237
Accessors	Depth 2	42,686
ScopedValues	Depth 2	33,292
ArgCheck	Depth 2	30,043
BangBang	Depth 2	22,111
InitialValues	Depth 2	17,706
MicroCollections	Depth 2	16,848
SplittablesBase	Depth 2	16,572
Baselet	Depth 2	16,526
DefineSingletons	Depth 2	16,523
KernelAbstractions	Depth 2	13,802
Atomix	Depth 2	13,079
MLStyle	Depth 2	8,399
JuliaVariables	Depth 2	6,533
FLoopsBase	Depth 2	5,744
TOML	Depth 2	839
DocStringExtensions	Depth 3	676,890
PtrArrays	Depth 3	616,905
Requires	Depth 3	145,507
PrecompileTools	Depth 3	129,877
StaticArrays	Depth 3	118,284
StaticArraysCore	Depth 3	99,427
InverseFunctions	Depth 3	73,084
HashArrayMappedTries	Depth 3	27,647
EnzymeCore	Depth 3	19,325
ChangesOfVariables	Depth 3	13,560
UnsafeAtomics	Depth 3	12,565
NameResolution	Depth 3	6,530
ContextVariablesX	Depth 3	5,899
Preferences	Depth 4	198,504
PrettyPrint	Depth 4	7,076

Dependents

100 packages (48 direct, 52 transitive) · 19,444 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Flux	Direct	6,228
StatisticalMeasuresBase	Direct	1,420
MLDatasets	Direct	1,239
MLJBalancing	Direct	883
Metalhead	Direct	269
DataDrivenDiffEq	Direct	246
GNNlib	Direct	132
GNNGraphs	Direct	124
GraphNeuralNetworks	Direct	106
LaplaceRedux	Direct	21
HuggingFaceDatasets	Direct	17
BatchedTransformations	Direct	15
GraphSignals	Direct	14
ConformalPrediction	Direct	12
EasyHybrid	Direct	10
ReinforcementLearningZoo	Direct	9
EnergySamplers	Direct	8
TaijaPlotting	Direct	6
Mill	Direct	5
CounterfactualExplanations	Direct	5
FastAI	Direct	3
JointEnergyModels	Direct	3
NeuroTreeModels	Direct	2
TaijaParallel	Direct	2
ODINN	Direct	2
PianoHands	Direct	1
Tsunami	Direct	1
AstroNbodySim	Direct	1
ContinuousNormalizingFlows	Direct	1
CirculantAttention	Direct	0
ISOKANN	Direct	0
SSIMLoss	Direct	0
IndependentHypothesisWeighting	Direct	0
CliMADatasets	Direct	0
NeuralGraphPDE	Direct	0
DecisionFocusedLearningAlgorithms	Direct	0
YOLOv7	Direct	0
SelfConcordantSmoothOptimization	Direct	0
AlgorithmicRecourseDynamics	Direct	0
BagOfWords	Direct	0
AutomationLabsIdentification	Direct	0
BayesFlux	Direct	0
TextClassification	Direct	0
FastTabular	Direct	0
KNearestCenters	Direct	0
RelevancePropagation	Direct	0
FastVision	Direct	0
SphereUDE	Direct	0
MLJBase	Depth 2	1,759
StatisticalMeasures	Depth 2	1,457
MLJ	Depth 2	1,315
MLJTuning	Depth 2	1,313
MLJEnsembles	Depth 2	1,254
ClimaAtmos	Depth 2	650
MLJFlux	Depth 2	137
DataDrivenSparse	Depth 2	94
SymbolicNumericIntegration	Depth 2	71
ONNXNaiveNASflux	Depth 2	67
NaiveNASflux	Depth 2	67
ObjectDetector	Depth 2	65
ReinforcementLearningCore	Depth 2	63
Transformers	Depth 2	46
ChainPlots	Depth 2	31
JetPack	Depth 2	30
OptimizationFlux	Depth 2	23
NeuralEstimators	Depth 2	22
Crux	Depth 2	21
MagNav	Depth 2	17
NormalizingFlows	Depth 2	14
GeometricFlux	Depth 2	12
RandomFeatureMaps	Depth 2	10
FluxOptTools	Depth 2	10
TopOpt	Depth 2	10
FluxTraining	Depth 2	9
JudiLing	Depth 2	8
CovarianceFunctions	Depth 2	8
DINCAE	Depth 2	8
AlphaZero	Depth 2	7
TaijaData	Depth 2	6
AutoEncoderToolkit	Depth 2	6
Fluxperimental	Depth 2	4
HighDimPDE	Depth 2	4
DataDrivenDMD	Depth 2	3
MOSLab	Depth 2	3
TinyMachines	Depth 2	3
DecisionFocusedLearningBenchmarks	Depth 2	3
GNNLux	Depth 2	3
CompressedBeliefMDPs	Depth 2	2
SurrogatesFlux	Depth 2	2
Microstructure	Depth 2	2
DataDrivenSR	Depth 2	2
RobustNeuralNetworks	Depth 2	2
ClapeyronHANNA	Depth 2	2
Gogeta	Depth 2	2
InvertibleNetworks	Depth 2	2
QuanEstimationBase	Depth 2	2
DeepQLearning	Depth 2	2
Solaris	Depth 2	2
JsonGrinder	Depth 2	2
RecurrentLayers	Depth 2	2