CategoricalDistributions

JuliaHub·Source·Documentation

Last updated: Oct 7, 2026

Cumulative

Downloads last 30 days: 7,494
Downloads last week: 1,219
Downloads last day: 323
Downloads last 30 days: 7,494
Downloads last week: 1,219
Downloads last day: 323

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

66 packages (7 direct, 59 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	919,203
Reexport	Direct	610,701
Missings	Direct	487,896
Distributions	Direct	429,934
CategoricalArrays	Direct	91,820
ScientificTypes	Direct	20,145
UnicodePlots	Direct	16,510
StaticArrays	Depth 2	852,901
PrecompileTools	Depth 2	822,521
SpecialFunctions	Depth 2	808,759
Compat	Depth 2	803,484
Tables	Depth 2	703,758
NaNMath	Depth 2	699,739
DataAPI	Depth 2	625,324
StatsBase	Depth 2	610,941
FillArrays	Depth 2	598,284
Requires	Depth 2	565,218
StatsAPI	Depth 2	470,464
ChainRulesCore	Depth 2	447,380
Statistics	Depth 2	425,597
Crayons	Depth 2	424,235
StatsFuns	Depth 2	411,977
Roots	Depth 2	409,728
PDMats	Depth 2	400,891
AliasTables	Depth 2	393,019
PrettyTables	Depth 2	383,406
ColorTypes	Depth 2	367,389
QuadGK	Depth 2	311,270
ColorSchemes	Depth 2	253,932
Contour	Depth 2	233,420
StatisticalTraits	Depth 2	63,176
ScientificTypesBase	Depth 2	61,980
DensityInterface	Depth 2	32,657
MarchingCubes	Depth 2	14,357
Preferences	Depth 3	1,115,330
DataStructures	Depth 3	782,438
LogExpFunctions	Depth 3	746,873
StaticArraysCore	Depth 3	691,203
IrrationalConstants	Depth 3	670,203
OpenSpecFun_jll	Depth 3	634,591
SortingAlgorithms	Depth 3	603,563
LaTeXStrings	Depth 3	543,989
IteratorInterfaceExtensions	Depth 3	536,711
TableTraits	Depth 3	524,248
DataValueInterfaces	Depth 3	521,542
InverseFunctions	Depth 3	502,778
CommonSolve	Depth 3	464,531
Accessors	Depth 3	438,627
PtrArrays	Depth 3	406,477
HypergeometricFunctions	Depth 3	373,561
StringManipulation	Depth 3	366,692
Colors	Depth 3	355,507
FixedPointNumbers	Depth 3	350,450
ColorVectorSpace	Depth 3	296,688
Rmath	Depth 3	288,672
StyledStrings	Depth 3	26,960
TOML	Depth 3	9,238
OpenLibm_jll	Depth 3	4,127
DocStringExtensions	Depth 4	711,009
MacroTools	Depth 4	700,823
ConstructionBase	Depth 4	569,255
CompositionsBase	Depth 4	416,276
Rmath_jll	Depth 4	391,130
Gamma	Depth 4	334,695
TensorCore	Depth 4	285,234
ChangesOfVariables	Depth 4	60,047

Dependents

78 packages (12 direct, 66 transitive) · 39,669 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
MLJBase	Direct	8,587
StatisticalMeasures	Direct	5,137
MLJModels	Direct	4,311
MLJEnsembles	Direct	3,448
MLJMultivariateStatsInterface	Direct	377
MLJLIBSVMInterface	Direct	264
Imbalance	Direct	229
LaplaceRedux	Direct	204
ModalDecisionTrees	Direct	66
TMLE	Direct	44
LearnTestAPI	Direct	7
TimeSeriesClassification	Direct	1
MLJTuning	Depth 2	3,939
MLJ	Depth 2	3,641
MLJIteration	Depth 2	3,336
MLJBalancing	Depth 2	2,739
MLJFlow	Depth 2	1,338
MLJTestInterface	Depth 2	491
SIRUS	Depth 2	161
DataTreatments	Depth 2	145
MLJSerialization	Depth 2	120
TaijaData	Depth 2	97
CounterfactualExplanations	Depth 2	88
Econometrics	Depth 2	62
ConformalPrediction	Depth 2	59
MLJParticleSwarmOptimization	Depth 2	58
MichiBoost	Depth 2	57
OutlierDetection	Depth 2	57
Deborah	Depth 2	46
SoleXplorer	Depth 2	33
GenerativeTopographicMapping	Depth 2	31
MLJTestIntegration	Depth 2	30
UnfoldDecode	Depth 2	20
SNNUtils	Depth 2	15
TaijaPlotting	Depth 2	14
PredictMDExtra	Depth 2	8
OutlierDetectionTest	Depth 2	5
SmartML	Depth 2	3
TMLECLI	Depth 2	3
SolePostHoc	Depth 2	3
ContinuousNormalizingFlows	Depth 2	1
MLJNonnegativeMatrixFactorization	Depth 2	1
EBayes	Depth 2	0
JLBoostMLJ	Depth 2	0
MPSTime	Depth 2	0
MulticlassPerceptron	Depth 2	0
MLJJLBoost	Depth 2	0
ModelMiner	Depth 2	0
SossMLJ	Depth 2	0
AlgorithmicRecourseDynamics	Depth 2	0
Fairness	Depth 2	0
RAPIDS	Depth 2	0
InvariantCausalPrediction	Depth 2	0
AutomationLabsIdentification	Depth 2	0
Crumble	Depth 2	0
TreeParzen	Depth 3	195
NeuroAnalyzer	Depth 3	57
Ronin	Depth 3	46
EasyHybrid	Depth 3	37
ModalAssociationRules	Depth 3	17
OutlierDetectionData	Depth 3	15
CEEDesigns	Depth 3	10
NeuroStats	Depth 3	6
CausalGraphs	Depth 3	2
SpikingNeuralNetworks	Depth 3	2
TaijaParallel	Depth 3	1
Kinbiont	Depth 3	1
CounterfactualTraining	Depth 3	0
AdversarialAttacks	Depth 3	0
AutomationLabs	Depth 3	0
PredictMDFull	Depth 3	0
SigmaRidgeRegression	Depth 3	0
AutomationLabsDepot	Depth 3	0
BasicAkerRelationalScore	Depth 3	0
CuratedDatasets	Depth 3	0
Recommenders	Depth 4	4
AutomationLabsExportation	Depth 4	0
KinbiontPlots	Depth 4	0