CategoricalDistributions

Last updated: Feb 8, 2026

Downloads last 30 days

1,778

Downloads last week

407

Downloads last day

53

Total Downloads
Downloads by Region
Dependencies

58 packages (7 direct, 51 transitive)

PackageDepthDownloads
OrderedCollections
Direct
683,375
Missings
Direct
609,762
Reexport
Direct
85,135
Distributions
Direct
53,138
CategoricalArrays
Direct
11,048
ScientificTypes
Direct
3,070
UnicodePlots
Direct
2,943
StatsBase
Depth 2
634,889
StatsAPI
Depth 2
627,805
DataAPI
Depth 2
618,142
AliasTables
Depth 2
594,606
Requires
Depth 2
145,507
PrecompileTools
Depth 2
129,877
Tables
Depth 2
125,091
Compat
Depth 2
123,656
NaNMath
Depth 2
118,354
StaticArrays
Depth 2
118,284
Statistics
Depth 2
105,348
Crayons
Depth 2
97,275
SpecialFunctions
Depth 2
86,691
PrettyTables
Depth 2
78,856
FillArrays
Depth 2
78,536
ChainRulesCore
Depth 2
66,592
ColorTypes
Depth 2
58,905
ColorSchemes
Depth 2
54,206
PDMats
Depth 2
52,028
QuadGK
Depth 2
48,079
StatsFuns
Depth 2
47,043
Contour
Depth 2
39,106
StatisticalTraits
Depth 2
8,332
ScientificTypesBase
Depth 2
7,997
DensityInterface
Depth 2
4,209
MarchingCubes
Depth 2
2,740
DataStructures
Depth 3
671,027
LogExpFunctions
Depth 3
665,207
IrrationalConstants
Depth 3
627,734
SortingAlgorithms
Depth 3
618,361
PtrArrays
Depth 3
616,905
Preferences
Depth 3
198,504
OpenSpecFun_jll
Depth 3
123,345
IteratorInterfaceExtensions
Depth 3
122,319
TableTraits
Depth 3
120,904
DataValueInterfaces
Depth 3
120,720
LaTeXStrings
Depth 3
110,818
StaticArraysCore
Depth 3
99,427
InverseFunctions
Depth 3
73,084
Colors
Depth 3
57,709
StringManipulation
Depth 3
55,667
FixedPointNumbers
Depth 3
54,709
ColorVectorSpace
Depth 3
51,194
Rmath
Depth 3
46,859
HypergeometricFunctions
Depth 3
40,882
TOML
Depth 3
839
OpenLibm_jll
Depth 3
634
DocStringExtensions
Depth 4
676,890
TensorCore
Depth 4
47,109
Rmath_jll
Depth 4
42,029
ChangesOfVariables
Depth 4
13,560
Dependents

72 packages (11 direct, 61 transitive) · 12,116 downloads (last 30 days)

PackageDepthDownloads
MLJBase
Direct
1,759
StatisticalMeasures
Direct
1,457
MLJModels
Direct
1,400
MLJEnsembles
Direct
1,254
MLJLIBSVMInterface
Direct
130
MLJMultivariateStatsInterface
Direct
74
ModalDecisionTrees
Direct
30
LaplaceRedux
Direct
21
Imbalance
Direct
13
LearnTestAPI
Direct
1
TimeSeriesClassification
Direct
0
MLJ
Depth 2
1,315
MLJTuning
Depth 2
1,313
MLJIteration
Depth 2
1,217
MLJFlow
Depth 2
1,017
MLJBalancing
Depth 2
883
MLJTestInterface
Depth 2
34
Econometrics
Depth 2
27
MLJSerialization
Depth 2
21
SIRUS
Depth 2
15
ConformalPrediction
Depth 2
12
TMLE
Depth 2
10
TMLECLI
Depth 2
9
SolePostHoc
Depth 2
6
TaijaPlotting
Depth 2
6
TaijaData
Depth 2
6
CounterfactualExplanations
Depth 2
5
MLJParticleSwarmOptimization
Depth 2
3
MLJTestIntegration
Depth 2
3
OutlierDetection
Depth 2
3
SNNUtils
Depth 2
2
UnfoldDecode
Depth 2
2
SmartML
Depth 2
1
ContinuousNormalizingFlows
Depth 2
1
RAPIDS
Depth 2
0
JLBoostMLJ
Depth 2
0
Fairness
Depth 2
0
MLJJLBoost
Depth 2
0
GenerativeTopographicMapping
Depth 2
0
MLJNonnegativeMatrixFactorization
Depth 2
0
AlgorithmicRecourseDynamics
Depth 2
0
SossMLJ
Depth 2
0
InvariantCausalPrediction
Depth 2
0
PredictMDExtra
Depth 2
0
AutomationLabsIdentification
Depth 2
0
OutlierDetectionTest
Depth 2
0
MulticlassPerceptron
Depth 2
0
SoleXplorer
Depth 2
0
EBayes
Depth 2
0
MPSTime
Depth 2
0
ModelMiner
Depth 2
0
ModalAssociationRules
Depth 3
27
EasyHybrid
Depth 3
10
TreeParzen
Depth 3
8
NeuroAnalyzer
Depth 3
6
ADRIA
Depth 3
5
SpikingNeuralNetworks
Depth 3
4
OutlierDetectionData
Depth 3
3
TaijaParallel
Depth 3
2
NeuroStats
Depth 3
1
AutomationLabs
Depth 3
0
Kinbiont
Depth 3
0
PredictMDFull
Depth 3
0
SigmaRidgeRegression
Depth 3
0
AutomationLabsDepot
Depth 3
0
CEEDesigns
Depth 3
0
AdversarialAttacks
Depth 3
0
BasicAkerRelationalScore
Depth 3
0
CuratedDatasets
Depth 3
0
Recommenders
Depth 4
0
AutomationLabsExportation
Depth 4
0
KinbiontPlots
Depth 4
0