StatisticalTraits

Last updated: Apr 19, 2026

Downloads last 30 days: 54,823
Downloads last week: 7,205
Downloads last day: 1,328
Downloads last 30 days: 54,823
Downloads last week: 7,205
Downloads last day: 1,328

Total Downloads

View Total Downloads data table

Date	Downloads
2026-04-06	404
2026-04-07	580
2026-04-08	635
2026-04-09	755
2026-04-10	649
2026-04-11	618
2026-04-12	745
2026-04-13	708
2026-04-14	1,013
2026-04-15	846
2026-04-16	1,497
2026-04-17	1,068
2026-04-18	620
2026-04-19	708

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ScientificTypesBase	Direct	55,093

Dependents

100 packages (5 direct, 95 transitive) · 150,092 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJModelInterface	Direct	58,726
ScientificTypes	Direct	9,248
MLJBase	Direct	3,748
MLJModels	Direct	2,349
MLJScientificTypes	Direct	579
SymbolicRegression	Depth 2	40,951
MCMCDiagnosticTools	Depth 2	7,384
MCMCChains	Depth 2	5,805
CategoricalDistributions	Depth 2	3,061
MLJ	Depth 2	1,840
MLJEnsembles	Depth 2	1,731
MLJTuning	Depth 2	1,730
MLJIteration	Depth 2	1,626
FeatureSelection	Depth 2	1,411
MLJBalancing	Depth 2	1,181
MLJTransforms	Depth 2	967
MLJFlow	Depth 2	950
MLJDecisionTreeInterface	Depth 2	729
MLJLinearModels	Depth 2	703
EvoTrees	Depth 2	641
MLJFlux	Depth 2	516
MLJWrappers	Depth 2	359
NearestNeighborModels	Depth 2	325
MLJTestInterface	Depth 2	305
LightGBM	Depth 2	215
LaplaceRedux	Depth 2	173
MultiData	Depth 2	164
MLJXGBoostInterface	Depth 2	157
CounterfactualExplanations	Depth 2	155
MLJGLMInterface	Depth 2	136
MLJLIBSVMInterface	Depth 2	126
MLJMultivariateStatsInterface	Depth 2	118
MLJScikitLearnInterface	Depth 2	107
TaijaData	Depth 2	106
BetaML	Depth 2	105
SoleData	Depth 2	101
ParallelKMeans	Depth 2	99
MeshViz	Depth 2	94
Ripserer	Depth 2	85
PersistenceDiagrams	Depth 2	84
MLJNaiveBayesInterface	Depth 2	80
MLJSerialization	Depth 2	80
MLJClusteringInterface	Depth 2	78
SIRUS	Depth 2	75
Maxnet	Depth 2	66
ConformalPrediction	Depth 2	56
TMLE	Depth 2	53
OutlierDetectionInterface	Depth 2	50
OneRule	Depth 2	50
MLJTestIntegration	Depth 2	48
Imbalance	Depth 2	43
EvoLinear	Depth 2	39
CatBoost	Depth 2	38
GeoClustering	Depth 2	37
MLJTSVDInterface	Depth 2	37
MLJText	Depth 2	36
TMLECLI	Depth 2	35
SelfOrganizingMaps	Depth 2	32
PartitionedLS	Depth 2	29
PartialLeastSquaresRegressor	Depth 2	27
TaijaPlotting	Depth 2	25
Pioneer	Depth 2	22
Econometrics	Depth 2	18
ContinuousNormalizingFlows	Depth 2	15
MLJOpenML	Depth 2	14
ModalDecisionTrees	Depth 2	12
SNNUtils	Depth 2	11
NeuroTreeModels	Depth 2	10
BioFindr	Depth 2	10
MLJParticleSwarmOptimization	Depth 2	10
JointEnergyModels	Depth 2	10
OutlierDetection	Depth 2	9
GeoLearning	Depth 2	9
GenerativeTopographicMapping	Depth 2	8
LearnTestAPI	Depth 2	6
LibraryAugmentedSymbolicRegression	Depth 2	5
Deborah	Depth 2	4
MLJModelRegistryTools	Depth 2	4
OutlierDetectionTest	Depth 2	3
ForestMensuration	Depth 2	2
MLJNonnegativeMatrixFactorization	Depth 2	2
CEEDesigns	Depth 2	1
MLJGaussianProcesses	Depth 2	1
MPSTime	Depth 2	1
ModalDecisionLists	Depth 2	1
NonNegLeastSquaresMLJInterface	Depth 2	0
Fairness	Depth 2	0
InvariantCausalPrediction	Depth 2	0
TimeSeriesClassification	Depth 2	0
SossMLJ	Depth 2	0
ModelMiner	Depth 2	0
SigmaRidgeRegression	Depth 2	0
MLJJLBoost	Depth 2	0
MLJAbstractGPsGlue	Depth 2	0
AlgorithmicRecourseDynamics	Depth 2	0
JLBoostMLJ	Depth 2	0
RAPIDS	Depth 2	0
RadialBasisFunctionModels	Depth 2	0
HighlyAdaptiveLasso	Depth 2	0
MLJScikitLearn	Depth 2	0