StatisticalTraits

Last updated: Feb 8, 2026

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1 package (1 direct)

PackageDepthDownloads
ScientificTypesBase
Direct
7,997
Dependents

100 packages (5 direct, 95 transitive) · 37,209 downloads (last 30 days)

PackageDepthDownloads
MLJModelInterface
Direct
9,479
ScientificTypes
Direct
3,070
MLJBase
Direct
1,759
MLJModels
Direct
1,400
MLJScientificTypes
Direct
26
SymbolicRegression
Depth 2
4,349
MCMCChains
Depth 2
2,254
CategoricalDistributions
Depth 2
1,778
MCMCDiagnosticTools
Depth 2
1,772
MLJ
Depth 2
1,315
MLJTuning
Depth 2
1,313
MLJEnsembles
Depth 2
1,254
MLJIteration
Depth 2
1,217
MLJFlow
Depth 2
1,017
FeatureSelection
Depth 2
990
MLJBalancing
Depth 2
883
MLJTransforms
Depth 2
804
EvoTrees
Depth 2
370
MLJDecisionTreeInterface
Depth 2
363
MLJLinearModels
Depth 2
281
NearestNeighborModels
Depth 2
158
LightGBM
Depth 2
156
MLJFlux
Depth 2
137
MLJLIBSVMInterface
Depth 2
130
MLJXGBoostInterface
Depth 2
96
MLJMultivariateStatsInterface
Depth 2
74
PersistenceDiagrams
Depth 2
70
Ripserer
Depth 2
69
SoleData
Depth 2
55
MLJClusteringInterface
Depth 2
54
MLJScikitLearnInterface
Depth 2
41
MultiData
Depth 2
37
MLJTestInterface
Depth 2
34
BetaML
Depth 2
32
ModalDecisionTrees
Depth 2
30
MLJGLMInterface
Depth 2
29
Econometrics
Depth 2
27
CatBoost
Depth 2
27
LaplaceRedux
Depth 2
21
MLJSerialization
Depth 2
21
MLJOpenML
Depth 2
17
SIRUS
Depth 2
15
OutlierDetectionInterface
Depth 2
14
Imbalance
Depth 2
13
ConformalPrediction
Depth 2
12
ParallelKMeans
Depth 2
12
MLJNaiveBayesInterface
Depth 2
11
TMLE
Depth 2
10
BioFindr
Depth 2
10
MLJText
Depth 2
9
TMLECLI
Depth 2
9
EvoLinear
Depth 2
9
MeshViz
Depth 2
9
TaijaPlotting
Depth 2
6
TaijaData
Depth 2
6
GeoClustering
Depth 2
6
LibraryAugmentedSymbolicRegression
Depth 2
5
CounterfactualExplanations
Depth 2
5
SimulationBasedInference
Depth 2
3
OneRule
Depth 2
3
OutlierDetection
Depth 2
3
SelfOrganizingMaps
Depth 2
3
MLJGaussianProcesses
Depth 2
3
MLJTestIntegration
Depth 2
3
MLJParticleSwarmOptimization
Depth 2
3
Maxnet
Depth 2
3
JointEnergyModels
Depth 2
3
PartitionedLS
Depth 2
2
MLJTSVDInterface
Depth 2
2
NeuroTreeModels
Depth 2
2
GeoLearning
Depth 2
2
PartialLeastSquaresRegressor
Depth 2
2
LearnTestAPI
Depth 2
1
ContinuousNormalizingFlows
Depth 2
1
MixtureDensityNetworks
Depth 2
0
GenerativeTopographicMapping
Depth 2
0
TimeSeriesClassification
Depth 2
0
EBayes
Depth 2
0
Pioneer
Depth 2
0
MulticlassPerceptron
Depth 2
0
OutlierDetectionTest
Depth 2
0
InvariantCausalPrediction
Depth 2
0
HighlyAdaptiveLasso
Depth 2
0
RadialBasisFunctionModels
Depth 2
0
SigmaRidgeRegression
Depth 2
0
ModalDecisionLists
Depth 2
0
MLJAbstractGPsGlue
Depth 2
0
CEEDesigns
Depth 2
0
MLJModelRegistryTools
Depth 2
0
SossMLJ
Depth 2
0
MLJNonnegativeMatrixFactorization
Depth 2
0
AlgorithmicRecourseDynamics
Depth 2
0
ModelMiner
Depth 2
0
StableTrees
Depth 2
0
MLJScikitLearn
Depth 2
0
PredictMDExtra
Depth 2
0
MLJJLBoost
Depth 2
0
ForestMensuration
Depth 2
0
JLBoostMLJ
Depth 2
0
RAPIDS
Depth 2
0