CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Feb 8, 2026

Downloads last 30 days

11,048

Downloads last week

2,562

Downloads last day

421

Downloads last 30 days

11,048

Downloads last week

2,562

Downloads last day

421

Total Downloads

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
DataAPI	Direct	618,142
Missings	Direct	609,762
Requires	Direct	145,507
Compat	Direct	123,656
Statistics	Direct	105,348
TOML	Depth 2	839

Dependents

100 packages (100 direct) · 25,399 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ScientificTypes	Direct	3,070
RData	Direct	2,040
CategoricalDistributions	Direct	1,778
MLJBase	Direct	1,759
StatisticalMeasures	Direct	1,457
StatisticalMeasuresBase	Direct	1,420
MLJModels	Direct	1,400
RCall	Direct	1,387
MLJ	Direct	1,315
Parquet	Direct	1,295
MLJEnsembles	Direct	1,254
ARFFFiles	Direct	1,213
MLJTransforms	Direct	804
FreqTables	Direct	413
Gadfly	Direct	395
EvoTrees	Direct	370
MLJDecisionTreeInterface	Direct	363
ClickHouse	Direct	309
Feather	Direct	301
TableTransforms	Direct	295
GeoTables	Direct	257
TableDistances	Direct	251
SummaryTables	Direct	235
GeoStatsBase	Direct	230
GeoStats	Direct	203
GeoStatsFunctions	Direct	183
GeoStatsTransforms	Direct	171
TidierPlots	Direct	164
MLJFlux	Direct	137
MLJLIBSVMInterface	Direct	130
TidierCats	Direct	62
StatsKit	Direct	58
SoleData	Direct	55
SoleBase	Direct	55
PDMPFlux	Direct	41
SoleModels	Direct	34
BetaML	Direct	32
ModalDecisionTrees	Direct	30
Muon	Direct	29
JDF	Direct	28
Econometrics	Direct	27
CatBoost	Direct	27
ModalAssociationRules	Direct	27
MLJScientificTypes	Direct	26
UnfoldMakie	Direct	19
SIRUS	Direct	15
OutlierDetectionInterface	Direct	14
SpectralInference	Direct	13
Imbalance	Direct	13
ConformalPrediction	Direct	12
MLJNaiveBayesInterface	Direct	11
JSPlots	Direct	10
TMLE	Direct	10
MeshViz	Direct	9
TMLECLI	Direct	9
EnergySamplers	Direct	8
GeoClustering	Direct	6
TaijaPlotting	Direct	6
CorrectMatch	Direct	6
SolePostHoc	Direct	6
CarboKitten	Direct	5
OrdinalMultinomialModels	Direct	5
CounterfactualExplanations	Direct	5
UniversalDiffEq	Direct	5
FormulaCompiler	Direct	4
WiSER	Direct	4
Earth	Direct	4
Mice	Direct	4
SortingLab	Direct	4
JellyMe4	Direct	4
AnyMOD	Direct	3
MimiRFFSPs	Direct	3
Maxnet	Direct	3
UCIData	Direct	3
JSONLines	Direct	3
NeuroAnalysis	Direct	3
Margins	Direct	3
FeatherLib	Direct	3
OneRule	Direct	3
JointEnergyModels	Direct	3
NiaARM	Direct	2
NeuroTreeModels	Direct	2
RankCompV3	Direct	2
NeXLCore	Direct	2
StataIO	Direct	2
SNNUtils	Direct	2
MetidaBase	Direct	2
LWFBrook90	Direct	2
NextGP	Direct	2
SpaceLiDAR	Direct	2
DataConvenience	Direct	2
LearnTestAPI	Direct	1
RegressionAndOtherStories	Direct	1
DataAxesFormats	Direct	1
BinStatistics	Direct	1
SPlit	Direct	1
LearnDataFrontEnds	Direct	1
InvariantCausalPrediction	Direct	0
MetidaBioeq	Direct	0
MetidaFreq	Direct	0