CategoricalDistributions

JuliaHub·Source·Documentation

Last updated: Jun 9, 2026

Cumulative

Downloads last 30 days: 3,222
Downloads last week: 926
Downloads last day: 225
Downloads last 30 days: 3,222
Downloads last week: 926
Downloads last day: 225

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

58 packages (7 direct, 51 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	311,552
Reexport	Direct	214,647
Missings	Direct	180,626
Distributions	Direct	121,613
CategoricalArrays	Direct	61,902
ScientificTypes	Direct	8,875
UnicodePlots	Direct	7,930
Compat	Depth 2	397,789
PrecompileTools	Depth 2	388,186
SpecialFunctions	Depth 2	291,202
NaNMath	Depth 2	291,166
Requires	Depth 2	282,372
StaticArrays	Depth 2	261,172
DataAPI	Depth 2	244,751
Tables	Depth 2	206,178
ChainRulesCore	Depth 2	183,253
Crayons	Depth 2	171,822
StatsBase	Depth 2	171,529
StatsAPI	Depth 2	162,201
FillArrays	Depth 2	156,119
ColorTypes	Depth 2	150,202
PrettyTables	Depth 2	132,265
AliasTables	Depth 2	126,388
ColorSchemes	Depth 2	124,631
Statistics	Depth 2	112,149
QuadGK	Depth 2	106,654
PDMats	Depth 2	97,106
Contour	Depth 2	94,817
StatsFuns	Depth 2	93,788
ScientificTypesBase	Depth 2	22,903
StatisticalTraits	Depth 2	22,656
DensityInterface	Depth 2	11,593
MarchingCubes	Depth 2	6,897
Preferences	Depth 3	415,822
DataStructures	Depth 3	307,220
LogExpFunctions	Depth 3	303,080
OpenSpecFun_jll	Depth 3	282,535
StaticArraysCore	Depth 3	267,533
IrrationalConstants	Depth 3	257,398
IteratorInterfaceExtensions	Depth 3	247,210
TableTraits	Depth 3	201,339
DataValueInterfaces	Depth 3	201,276
SortingAlgorithms	Depth 3	182,233
LaTeXStrings	Depth 3	157,467
FixedPointNumbers	Depth 3	156,166
Colors	Depth 3	155,506
ColorVectorSpace	Depth 3	153,728
InverseFunctions	Depth 3	147,982
PtrArrays	Depth 3	142,647
StringManipulation	Depth 3	120,914
Rmath	Depth 3	88,577
HypergeometricFunctions	Depth 3	78,926
TOML	Depth 3	2,535
OpenLibm_jll	Depth 3	1,262
DocStringExtensions	Depth 4	303,462
TensorCore	Depth 4	146,540
Rmath_jll	Depth 4	85,989
ChangesOfVariables	Depth 4	20,367

Dependents

78 packages (11 direct, 67 transitive) · 23,403 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJBase	Direct	3,482
StatisticalMeasures	Direct	2,869
MLJModels	Direct	2,795
MLJEnsembles	Direct	2,559
MLJMultivariateStatsInterface	Direct	162
LaplaceRedux	Direct	158
MLJLIBSVMInterface	Direct	131
Imbalance	Direct	37
ModalDecisionTrees	Direct	7
LearnTestAPI	Direct	1
TimeSeriesClassification	Direct	1
MLJIteration	Depth 2	2,690
MLJ	Depth 2	2,462
MLJTuning	Depth 2	2,456
MLJBalancing	Depth 2	1,933
OutlierDetection	Depth 2	550
MLJFlow	Depth 2	518
MLJTestInterface	Depth 2	109
SIRUS	Depth 2	103
MLJTestIntegration	Depth 2	53
CounterfactualExplanations	Depth 2	39
ConformalPrediction	Depth 2	32
MLJSerialization	Depth 2	29
Econometrics	Depth 2	28
TMLE	Depth 2	19
TaijaData	Depth 2	19
TaijaPlotting	Depth 2	18
TMLECLI	Depth 2	10
MLJParticleSwarmOptimization	Depth 2	8
Deborah	Depth 2	5
UnfoldDecode	Depth 2	5
DataTreatments	Depth 2	5
SolePostHoc	Depth 2	4
OutlierDetectionTest	Depth 2	4
SNNUtils	Depth 2	3
MichiBoost	Depth 2	2
Crumble	Depth 2	1
Fairness	Depth 2	1
ContinuousNormalizingFlows	Depth 2	1
GenerativeTopographicMapping	Depth 2	1
SoleXplorer	Depth 2	1
ModelMiner	Depth 2	1
MPSTime	Depth 2	1
MLJNonnegativeMatrixFactorization	Depth 2	1
SmartML	Depth 2	1
MulticlassPerceptron	Depth 2	0
EBayes	Depth 2	0
AutomationLabsIdentification	Depth 2	0
PredictMDExtra	Depth 2	0
AlgorithmicRecourseDynamics	Depth 2	0
MLJJLBoost	Depth 2	0
SossMLJ	Depth 2	0
RAPIDS	Depth 2	0
InvariantCausalPrediction	Depth 2	0
JLBoostMLJ	Depth 2	0
TreeParzen	Depth 3	41
TaijaParallel	Depth 3	12
OutlierDetectionData	Depth 3	6
Kinbiont	Depth 3	4
ADRIA	Depth 3	4
NeuroAnalyzer	Depth 3	3
EasyHybrid	Depth 3	3
Ronin	Depth 3	3
CuratedDatasets	Depth 3	1
SpikingNeuralNetworks	Depth 3	1
NeuroStats	Depth 3	1
ModalAssociationRules	Depth 3	1
CEEDesigns	Depth 3	1
BasicAkerRelationalScore	Depth 3	1
CausalGraphs	Depth 3	1
AdversarialAttacks	Depth 3	1
SigmaRidgeRegression	Depth 3	0
AutomationLabsDepot	Depth 3	0
AutomationLabs	Depth 3	0
PredictMDFull	Depth 3	0
Recommenders	Depth 4	3
KinbiontPlots	Depth 4	1
AutomationLabsExportation	Depth 4	0