CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Jul 1, 2026

Cumulative

Downloads last 30 days: 72,648
Downloads last week: 14,690
Downloads last day: 2,364
Downloads last 30 days: 72,648
Downloads last week: 14,690
Downloads last day: 2,364

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	459,116
Requires	Direct	275,889
DataAPI	Direct	258,262
Missings	Direct	179,507
Statistics	Direct	77,098
TOML	Depth 2	2,158

Dependents

100 packages (100 direct) · 56,178 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
RData	Direct	13,822
ScientificTypes	Direct	8,695
MLJBase	Direct	2,672
StatisticalMeasures	Direct	2,593
CategoricalDistributions	Direct	2,563
StatisticalMeasuresBase	Direct	2,192
MLJModels	Direct	2,087
Parquet	Direct	1,894
MLJ	Direct	1,763
MLJEnsembles	Direct	1,705
ARFFFiles	Direct	1,561
MLJTransforms	Direct	1,522
RCall	Direct	1,406
EvoTrees	Direct	1,237
GeoTables	Direct	834
TableTransforms	Direct	826
TableDistances	Direct	815
Gadfly	Direct	806
MLJDecisionTreeInterface	Direct	762
GeoStats	Direct	621
GeoStatsBase	Direct	606
MLJFlux	Direct	420
GeoStatsFunctions	Direct	374
GeoStatsTransforms	Direct	365
Feather	Direct	290
ClickHouse	Direct	277
FreqTables	Direct	275
MLJLIBSVMInterface	Direct	238
MLJScientificTypes	Direct	221
SummaryTables	Direct	211
TidierPlots	Direct	175
BetaML	Direct	140
TMLE	Direct	126
GeoClustering	Direct	125
TidierCats	Direct	103
SoleData	Direct	85
SoleBase	Direct	82
CounterfactualExplanations	Direct	70
MetidaBase	Direct	67
CarboKitten	Direct	66
SIRUS	Direct	63
StatsKit	Direct	61
SoleModels	Direct	60
ConformalPrediction	Direct	56
MeshViz	Direct	53
OutlierDetectionInterface	Direct	50
Imbalance	Direct	49
UnfoldMakie	Direct	47
CatBoost	Direct	46
EnergySamplers	Direct	45
JDF	Direct	43
KCenters	Direct	43
RegressionAndOtherStories	Direct	41
Muon	Direct	34
SpaceLiDAR	Direct	34
TMLECLI	Direct	34
MLJNaiveBayesInterface	Direct	34
ModalDecisionTrees	Direct	33
SpectralInference	Direct	33
Econometrics	Direct	32
Maxnet	Direct	29
NeXLCore	Direct	27
MimiRFFSPs	Direct	27
DataTreatments	Direct	26
TaijaPlotting	Direct	26
KNearestCenters	Direct	24
OneRule	Direct	24
ODMXMLTools	Direct	23
OrdinalMultinomialModels	Direct	22
FeatherLib	Direct	22
JellyMe4	Direct	22
JointEnergyModels	Direct	19
SortingLab	Direct	19
LWFBrook90	Direct	17
JSPlots	Direct	16
FormulaCompiler	Direct	15
MultinomialRegression	Direct	14
DataConvenience	Direct	14
Margins	Direct	13
MeshPlots	Direct	13
Survey	Direct	12
SNNUtils	Direct	12
NeuroTreeModels	Direct	11
OutlierDetectionNetworks	Direct	11
NiaARM	Direct	11
BioFindr	Direct	10
WiSER	Direct	10
DataAxesFormats	Direct	9
HybridTreeBoosting	Direct	9
Mice	Direct	9
LatentClassAnalysis	Direct	9
BayesSizeAndShape	Direct	9
MetidaFreq	Direct	8
AnyMOD	Direct	8
CorrectMatch	Direct	8
JSONLines	Direct	8
DINA	Direct	8
UniversalDiffEq	Direct	7
StableTrees	Direct	7
UKBMain	Direct	7