StatisticalTraits

Last updated: Apr 30, 2026

Downloads last 30 days: 34,901
Downloads last week: 6,649
Downloads last day: 1,637
Downloads last 30 days: 34,901
Downloads last week: 6,649
Downloads last day: 1,637

Total Downloads

View Total Downloads data table

Date	Downloads
2026-04-17	1,068
2026-04-18	620
2026-04-19	708
2026-04-20	1,038
2026-04-21	777
2026-04-22	807
2026-04-23	900
2026-04-24	1,061
2026-04-25	726
2026-04-26	716
2026-04-27	666
2026-04-28	943
2026-04-29	744
2026-04-30	893

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
ScientificTypesBase	Direct	35,098

Dependents

100 packages (5 direct, 95 transitive) · 109,407 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJModelInterface	Direct	38,878
ScientificTypes	Direct	8,934
MLJBase	Direct	3,492
MLJModels	Direct	2,286
MLJScientificTypes	Direct	475
SymbolicRegression	Depth 2	17,764
MCMCDiagnosticTools	Depth 2	10,998
MCMCChains	Depth 2	5,686
CategoricalDistributions	Depth 2	2,775
MLJ	Depth 2	1,868
MLJTuning	Depth 2	1,739
MLJEnsembles	Depth 2	1,727
MLJIteration	Depth 2	1,628
FeatureSelection	Depth 2	1,475
MLJBalancing	Depth 2	1,179
MLJTransforms	Depth 2	1,062
MLJFlow	Depth 2	833
MLJDecisionTreeInterface	Depth 2	706
EvoTrees	Depth 2	639
MLJWrappers	Depth 2	632
MLJLinearModels	Depth 2	590
MLJFlux	Depth 2	505
NearestNeighborModels	Depth 2	310
LightGBM	Depth 2	258
MLJTestInterface	Depth 2	238
LaplaceRedux	Depth 2	163
MLJXGBoostInterface	Depth 2	139
CounterfactualExplanations	Depth 2	127
MLJLIBSVMInterface	Depth 2	115
MultiData	Depth 2	106
MLJMultivariateStatsInterface	Depth 2	105
BetaML	Depth 2	104
GeoClustering	Depth 2	102
MLJGLMInterface	Depth 2	101
SoleData	Depth 2	98
MeshViz	Depth 2	95
TaijaData	Depth 2	92
Maxnet	Depth 2	90
PersistenceDiagrams	Depth 2	89
Ripserer	Depth 2	86
ParallelKMeans	Depth 2	79
MLJScikitLearnInterface	Depth 2	76
MLJClusteringInterface	Depth 2	74
SIRUS	Depth 2	69
Imbalance	Depth 2	52
ConformalPrediction	Depth 2	50
MLJNaiveBayesInterface	Depth 2	47
MLJSerialization	Depth 2	46
TMLE	Depth 2	46
OneRule	Depth 2	45
MLJTestIntegration	Depth 2	44
OutlierDetectionInterface	Depth 2	36
CatBoost	Depth 2	34
EvoLinear	Depth 2	33
SelfOrganizingMaps	Depth 2	29
TMLECLI	Depth 2	29
PartitionedLS	Depth 2	27
Econometrics	Depth 2	26
MLJTSVDInterface	Depth 2	26
MLJText	Depth 2	26
TaijaPlotting	Depth 2	25
Pioneer	Depth 2	22
ModalDecisionTrees	Depth 2	20
MLJOpenML	Depth 2	20
ContinuousNormalizingFlows	Depth 2	15
SNNUtils	Depth 2	14
PartialLeastSquaresRegressor	Depth 2	12
MLJParticleSwarmOptimization	Depth 2	11
JointEnergyModels	Depth 2	11
GeoLearning	Depth 2	11
NeuroTreeModels	Depth 2	10
BioFindr	Depth 2	10
OutlierDetection	Depth 2	10
GenerativeTopographicMapping	Depth 2	8
LearnTestAPI	Depth 2	6
LibraryAugmentedSymbolicRegression	Depth 2	4
Deborah	Depth 2	3
MLJModelRegistryTools	Depth 2	3
MLJNonnegativeMatrixFactorization	Depth 2	2
OutlierDetectionTest	Depth 2	2
ForestMensuration	Depth 2	2
ModalDecisionLists	Depth 2	1
CEEDesigns	Depth 2	1
MPSTime	Depth 2	1
NonNegLeastSquaresMLJInterface	Depth 2	0
Fairness	Depth 2	0
InvariantCausalPrediction	Depth 2	0
EBayes	Depth 2	0
TimeSeriesClassification	Depth 2	0
ModelMiner	Depth 2	0
SigmaRidgeRegression	Depth 2	0
SossMLJ	Depth 2	0
MLJScikitLearn	Depth 2	0
JLBoostMLJ	Depth 2	0
RAPIDS	Depth 2	0
MLJAbstractGPsGlue	Depth 2	0
HighlyAdaptiveLasso	Depth 2	0
StableTrees	Depth 2	0
MulticlassPerceptron	Depth 2	0
RadialBasisFunctionModels	Depth 2	0