StatisticalTraits

Last updated: Mar 20, 2026

Downloads last 30 days: 22,986
Downloads last week: 10,356
Downloads last day: 1,978
Downloads last 30 days: 22,986
Downloads last week: 10,356
Downloads last day: 1,978

Total Downloads

View Total Downloads data table

Date	Downloads
2026-03-07	1,460
2026-03-08	405
2026-03-09	768
2026-03-10	769
2026-03-11	2,462
2026-03-12	955
2026-03-13	577
2026-03-14	277
2026-03-15	282
2026-03-16	390
2026-03-17	3,584
2026-03-18	3,268
2026-03-19	1,451
2026-03-20	527

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ScientificTypesBase	Direct	23,755

Dependents

100 packages (5 direct, 95 transitive) · 76,839 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJModelInterface	Direct	27,346
ScientificTypes	Direct	7,983
MLJBase	Direct	2,261
MLJModels	Direct	1,602
MLJScientificTypes	Direct	245
SymbolicRegression	Depth 2	16,260
MCMCChains	Depth 2	3,721
MCMCDiagnosticTools	Depth 2	3,113
CategoricalDistributions	Depth 2	2,002
MLJTuning	Depth 2	1,378
MLJEnsembles	Depth 2	1,337
MLJ	Depth 2	1,328
MLJIteration	Depth 2	1,306
MLJFlow	Depth 2	1,081
FeatureSelection	Depth 2	999
MLJTransforms	Depth 2	938
MLJBalancing	Depth 2	930
MLJDecisionTreeInterface	Depth 2	517
EvoTrees	Depth 2	383
MLJLinearModels	Depth 2	342
LightGBM	Depth 2	182
MLJFlux	Depth 2	166
NearestNeighborModels	Depth 2	163
MeshViz	Depth 2	121
MLJMultivariateStatsInterface	Depth 2	116
MLJXGBoostInterface	Depth 2	113
MLJLIBSVMInterface	Depth 2	105
MLJTestInterface	Depth 2	89
LaplaceRedux	Depth 2	68
MLJScikitLearnInterface	Depth 2	52
MLJClusteringInterface	Depth 2	49
PersistenceDiagrams	Depth 2	42
MLJGLMInterface	Depth 2	41
MLJNaiveBayesInterface	Depth 2	40
Ripserer	Depth 2	34
MLJSerialization	Depth 2	31
TaijaData	Depth 2	27
BetaML	Depth 2	26
ParallelKMeans	Depth 2	26
CounterfactualExplanations	Depth 2	24
Econometrics	Depth 2	23
MultiData	Depth 2	20
MLJText	Depth 2	18
SoleData	Depth 2	17
OutlierDetectionInterface	Depth 2	15
GeoClustering	Depth 2	15
EvoLinear	Depth 2	12
CatBoost	Depth 2	12
MLJTestIntegration	Depth 2	11
PartialLeastSquaresRegressor	Depth 2	11
NeuroTreeModels	Depth 2	10
SIRUS	Depth 2	9
Imbalance	Depth 2	9
OneRule	Depth 2	6
Deborah	Depth 2	6
SelfOrganizingMaps	Depth 2	6
PartitionedLS	Depth 2	5
OutlierDetection	Depth 2	5
MLJTSVDInterface	Depth 2	5
GeoLearning	Depth 2	5
SNNUtils	Depth 2	4
TMLE	Depth 2	4
MLJOpenML	Depth 2	3
BioFindr	Depth 2	3
Maxnet	Depth 2	3
MLJParticleSwarmOptimization	Depth 2	3
ConformalPrediction	Depth 2	3
TMLECLI	Depth 2	2
TimeSeriesClassification	Depth 2	1
ModalDecisionTrees	Depth 2	1
MLJGaussianProcesses	Depth 2	1
TaijaPlotting	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
LibraryAugmentedSymbolicRegression	Depth 2	1
OutlierDetectionTest	Depth 2	1
MPSTime	Depth 2	0
NonNegLeastSquaresMLJInterface	Depth 2	0
GenerativeTopographicMapping	Depth 2	0
Fairness	Depth 2	0
MLJJLBoost	Depth 2	0
InvariantCausalPrediction	Depth 2	0
MLJScikitLearn	Depth 2	0
MLJAbstractGPsGlue	Depth 2	0
LearnTestAPI	Depth 2	0
RadialBasisFunctionModels	Depth 2	0
CEEDesigns	Depth 2	0
SossMLJ	Depth 2	0
ModalDecisionLists	Depth 2	0
JLBoostMLJ	Depth 2	0
MLJNonnegativeMatrixFactorization	Depth 2	0
RAPIDS	Depth 2	0
MulticlassPerceptron	Depth 2	0
HighlyAdaptiveLasso	Depth 2	0
Pioneer	Depth 2	0
StableTrees	Depth 2	0
ModelMiner	Depth 2	0
EBayes	Depth 2	0
AlgorithmicRecourseDynamics	Depth 2	0
SimulationBasedInference	Depth 2	0
MLJModelRegistryTools	Depth 2	0