CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Oct 9, 2026

Cumulative

Downloads last 30 days: 93,213
Downloads last week: 17,264
Downloads last day: 4,824
Downloads last 30 days: 93,213
Downloads last week: 17,264
Downloads last day: 4,824

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	823,824
DataAPI	Direct	641,320
Requires	Direct	572,264
Missings	Direct	503,807
Statistics	Direct	441,248
TOML	Depth 2	9,483

Dependents

100 packages (100 direct) · 117,924 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
RData	Direct	22,100
ScientificTypes	Direct	20,541
MLJBase	Direct	8,990
CategoricalDistributions	Direct	7,884
StatisticalMeasuresBase	Direct	6,058
StatisticalMeasures	Direct	5,348
MLJModels	Direct	4,425
ARFFFiles	Direct	3,852
MLJ	Direct	3,758
MLJEnsembles	Direct	3,548
RCall	Direct	3,288
Gadfly	Direct	2,554
MLJTransforms	Direct	2,538
TableTransforms	Direct	2,022
GeoTables	Direct	1,773
MLJScientificTypes	Direct	1,709
Parquet	Direct	1,679
MLJDecisionTreeInterface	Direct	1,672
TableDistances	Direct	1,464
GeoStatsBase	Direct	1,203
EvoTrees	Direct	1,165
Feather	Direct	677
FreqTables	Direct	578
MLJFlux	Direct	489
GeoStatsTransforms	Direct	416
GeoStatsFunctions	Direct	397
GeoStats	Direct	375
NeXLCore	Direct	368
SoleBase	Direct	293
MLJLIBSVMInterface	Direct	284
EnergySamplers	Direct	258
Maxnet	Direct	253
SoleData	Direct	239
Imbalance	Direct	231
BetaML	Direct	228
StatsKit	Direct	224
Muon	Direct	221
KCenters	Direct	220
OutlierDetectionInterface	Direct	215
MimiRFFSPs	Direct	210
SoleModels	Direct	184
SummaryTables	Direct	172
SIRUS	Direct	164
TidierPlots	Direct	164
DataTreatments	Direct	145
MetidaBase	Direct	138
OrdinalMultinomialModels	Direct	131
CausalTargeted	Direct	128
NeuroTreeModels	Direct	122
GeoClustering	Direct	121
MeshViz	Direct	110
CounterfactualExplanations	Direct	110
CarboKitten	Direct	98
JointEnergyModels	Direct	98
SimpleANOVA	Direct	98
TidierCats	Direct	88
Margins	Direct	83
FormulaCompiler	Direct	83
ConformalPrediction	Direct	75
OutlierDetectionNetworks	Direct	70
SpaceAltimetry	Direct	70
WiSER	Direct	70
HighDimMixedModels	Direct	68
MLJNaiveBayesInterface	Direct	68
LWFBrook90	Direct	66
FeatherLib	Direct	66
ModalDecisionTrees	Direct	66
Econometrics	Direct	65
ClickHouse	Direct	64
SpaceLiDAR	Direct	64
Schemata	Direct	63
ForestMensuration	Direct	62
PredictMD	Direct	59
MichiBoost	Direct	57
MetidaBioeq	Direct	56
StataIO	Direct	55
SortingLab	Direct	55
Ronin	Direct	54
ClusterPermutationTests	Direct	51
NeXLParticle	Direct	50
UnfoldMakie	Direct	46
TMLE	Direct	44
ReplicateBE	Direct	43
RNAForecaster	Direct	40
DataAxesFormats	Direct	37
BioFindr	Direct	37
DiDInt	Direct	36
SoleXplorer	Direct	33
JLBoost	Direct	33
JDF	Direct	32
CatBoost	Direct	32
AnyMOD	Direct	21
NeuroAnalysis	Direct	21
OneRule	Direct	19
TaijaPlotting	Direct	17
MeshPlots	Direct	17
ModalAssociationRules	Direct	17
SNNUtils	Direct	15
Mice	Direct	14
Survey	Direct	12