StatisticalTraits

JuliaHub·Source·Documentation

Last updated: Jul 1, 2026

Cumulative

Downloads last 30 days: 26,778
Downloads last week: 6,096
Downloads last day: 1,011
Downloads last 30 days: 26,778
Downloads last week: 6,096
Downloads last day: 1,011

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ScientificTypesBase	Direct	26,895

Dependents

100 packages (5 direct, 95 transitive) · 95,037 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJModelInterface	Direct	29,455
ScientificTypes	Direct	8,695
MLJBase	Direct	2,672
MLJModels	Direct	2,087
MLJScientificTypes	Direct	221
MCMCDiagnosticTools	Depth 2	16,485
SymbolicRegression	Depth 2	6,779
MCMCChains	Depth 2	4,625
CategoricalDistributions	Depth 2	2,563
MLJLinearModels	Depth 2	2,263
MLJ	Depth 2	1,763
MLJIteration	Depth 2	1,750
MLJEnsembles	Depth 2	1,705
MLJTuning	Depth 2	1,666
MLJTransforms	Depth 2	1,522
MLJBalancing	Depth 2	1,507
FeatureSelection	Depth 2	1,479
EvoTrees	Depth 2	1,237
MLJWrappers	Depth 2	1,047
MLJDecisionTreeInterface	Depth 2	762
MLJFlow	Depth 2	506
LightGBM	Depth 2	447
MLJFlux	Depth 2	420
MLJMultivariateStatsInterface	Depth 2	240
MLJLIBSVMInterface	Depth 2	238
PersistenceDiagrams	Depth 2	189
NearestNeighborModels	Depth 2	188
MLJXGBoostInterface	Depth 2	173
LaplaceRedux	Depth 2	149
Ripserer	Depth 2	147
BetaML	Depth 2	140
TMLE	Depth 2	126
GeoClustering	Depth 2	125
MLJTestInterface	Depth 2	106
MLJGLMInterface	Depth 2	94
SoleData	Depth 2	85
MLJScikitLearnInterface	Depth 2	73
CounterfactualExplanations	Depth 2	70
MLJClusteringInterface	Depth 2	69
SIRUS	Depth 2	63
ConformalPrediction	Depth 2	56
MeshViz	Depth 2	53
MLJSerialization	Depth 2	52
OutlierDetectionInterface	Depth 2	50
Imbalance	Depth 2	49
CatBoost	Depth 2	46
ParallelKMeans	Depth 2	43
MultiData	Depth 2	42
MLJTestIntegration	Depth 2	41
TaijaData	Depth 2	36
TMLECLI	Depth 2	34
MLJNaiveBayesInterface	Depth 2	34
ModalDecisionTrees	Depth 2	33
MLJText	Depth 2	33
OutlierDetection	Depth 2	32
Econometrics	Depth 2	32
Maxnet	Depth 2	29
GeoLearning	Depth 2	29
TaijaPlotting	Depth 2	26
OneRule	Depth 2	24
MLJTSVDInterface	Depth 2	24
EvoLinear	Depth 2	22
ContinuousNormalizingFlows	Depth 2	21
SelfOrganizingMaps	Depth 2	19
JointEnergyModels	Depth 2	19
MLJParticleSwarmOptimization	Depth 2	19
PartitionedLS	Depth 2	18
MLJOpenML	Depth 2	16
LibraryAugmentedSymbolicRegression	Depth 2	16
PartialLeastSquaresRegressor	Depth 2	15
GenerativeTopographicMapping	Depth 2	13
SNNUtils	Depth 2	12
NeuroTreeModels	Depth 2	11
Deborah	Depth 2	11
BioFindr	Depth 2	10
OutlierDetectionTest	Depth 2	10
MLJNonnegativeMatrixFactorization	Depth 2	7
StableTrees	Depth 2	7
HighlyAdaptiveLasso	Depth 2	7
Pioneer	Depth 2	7
RadialBasisFunctionModels	Depth 2	5
MLJScikitLearn	Depth 2	5
ForestMensuration	Depth 2	5
LearnTestAPI	Depth 2	5
CEEDesigns	Depth 2	4
MLJModelRegistryTools	Depth 2	4
MixtureDensityNetworks	Depth 2	4
MLJGaussianProcesses	Depth 2	3
ModalDecisionLists	Depth 2	3
NonNegLeastSquaresMLJInterface	Depth 2	2
TimeSeriesClassification	Depth 2	2
Crumble	Depth 2	2
ModelMiner	Depth 2	2
MPSTime	Depth 2	2
MLJJLBoost	Depth 2	0
Sarimax	Depth 2	0
InvariantCausalPrediction	Depth 2	0
SossMLJ	Depth 2	0
MulticlassPerceptron	Depth 2	0
Fairness	Depth 2	0