StatisticalTraits

JuliaHub·Source·Documentation

Last updated: Sep 19, 2026

Cumulative

Downloads last 30 days: 21,903
Downloads last week: 9,609
Downloads last day: 3,227
Downloads last 30 days: 21,903
Downloads last week: 9,609
Downloads last day: 3,227

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ScientificTypesBase	Direct	21,375

Dependents

100 packages (5 direct, 95 transitive) · 89,639 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJModelInterface	Direct	21,409
ScientificTypes	Direct	13,072
MLJBase	Direct	4,816
MLJModels	Direct	2,748
MLJScientificTypes	Direct	1,041
MCMCDiagnosticTools	Depth 2	8,334
MCMCChains	Depth 2	6,133
SymbolicRegression	Depth 2	4,853
CategoricalDistributions	Depth 2	4,013
MLJ	Depth 2	2,434
MLJTuning	Depth 2	2,262
MLJEnsembles	Depth 2	2,246
MLJIteration	Depth 2	2,191
MLJBalancing	Depth 2	1,754
FeatureSelection	Depth 2	1,697
MLJTransforms	Depth 2	1,652
MLJLinearModels	Depth 2	1,287
MLJWrappers	Depth 2	1,114
MLJFlow	Depth 2	864
MLJDecisionTreeInterface	Depth 2	857
EvoTrees	Depth 2	611
MLJFlux	Depth 2	382
LightGBM	Depth 2	316
MLJTestInterface	Depth 2	311
MLJXGBoostInterface	Depth 2	290
PersistenceDiagrams	Depth 2	274
MLJMultivariateStatsInterface	Depth 2	258
MLJClusteringInterface	Depth 2	211
Ripserer	Depth 2	201
NearestNeighborModels	Depth 2	177
MultiData	Depth 2	161
SoleData	Depth 2	151
MLJLIBSVMInterface	Depth 2	143
MLJScikitLearnInterface	Depth 2	133
BetaML	Depth 2	132
MLJGLMInterface	Depth 2	116
MeshViz	Depth 2	95
ParallelKMeans	Depth 2	76
SIRUS	Depth 2	75
Maxnet	Depth 2	71
MLJSerialization	Depth 2	66
LaplaceRedux	Depth 2	59
Imbalance	Depth 2	52
GeoClustering	Depth 2	47
MixtureDensityNetworks	Depth 2	34
MLJTestIntegration	Depth 2	32
MLJNaiveBayesInterface	Depth 2	31
ModalDecisionTrees	Depth 2	27
NeuroTreeModels	Depth 2	25
ConformalPrediction	Depth 2	24
CounterfactualExplanations	Depth 2	20
MLJOpenML	Depth 2	20
PredictMDExtra	Depth 2	19
OutlierDetectionInterface	Depth 2	19
LibraryAugmentedSymbolicRegression	Depth 2	19
TMLE	Depth 2	17
CatBoost	Depth 2	17
MLJText	Depth 2	17
JointEnergyModels	Depth 2	16
Sarimax	Depth 2	16
Econometrics	Depth 2	15
TaijaData	Depth 2	15
OutlierDetection	Depth 2	14
MLJParticleSwarmOptimization	Depth 2	8
OneRule	Depth 2	7
MLJGaussianProcesses	Depth 2	5
SelfOrganizingMaps	Depth 2	4
EvoLinear	Depth 2	4
BioFindr	Depth 2	3
MLJTSVDInterface	Depth 2	3
PartitionedLS	Depth 2	3
GeoLearning	Depth 2	3
PartialLeastSquaresRegressor	Depth 2	3
Deborah	Depth 2	2
TaijaPlotting	Depth 2	2
LinearTrees	Depth 2	2
RadialBasisFunctionModels	Depth 2	2
Pioneer	Depth 2	1
SNNUtils	Depth 2	1
OutlierDetectionTest	Depth 2	1
MLJModelRegistryTools	Depth 2	1
LearnTestAPI	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
NonNegLeastSquaresMLJInterface	Depth 2	0
GenerativeTopographicMapping	Depth 2	0
UnfoldDecode	Depth 2	0
InvariantCausalPrediction	Depth 2	0
EBayes	Depth 2	0
TimeSeriesClassification	Depth 2	0
AlgorithmicRecourseDynamics	Depth 2	0
Fairness	Depth 2	0
MLJAbstractGPsGlue	Depth 2	0
JLBoostMLJ	Depth 2	0
RAPIDS	Depth 2	0
StableTrees	Depth 2	0
SossMLJ	Depth 2	0
HighlyAdaptiveLasso	Depth 2	0
CEEDesigns	Depth 2	0
MLJNonnegativeMatrixFactorization	Depth 2	0
MulticlassPerceptron	Depth 2	0