CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Sep 18, 2026

Cumulative

Downloads last 30 days: 48,113
Downloads last week: 20,278
Downloads last day: 6,150
Downloads last 30 days: 48,113
Downloads last week: 20,278
Downloads last day: 6,150

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	362,914
DataAPI	Direct	261,098
Requires	Direct	253,346
Statistics	Direct	203,917
Missings	Direct	201,371
TOML	Depth 2	5,240

Dependents

100 packages (100 direct) · 62,708 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ScientificTypes	Direct	12,717
RData	Direct	12,041
MLJBase	Direct	4,624
CategoricalDistributions	Direct	3,893
StatisticalMeasuresBase	Direct	3,112
StatisticalMeasures	Direct	2,991
MLJModels	Direct	2,666
MLJ	Direct	2,348
ARFFFiles	Direct	2,291
MLJEnsembles	Direct	2,178
MLJTransforms	Direct	1,569
RCall	Direct	1,502
Gadfly	Direct	1,024
MLJScientificTypes	Direct	999
Parquet	Direct	847
MLJDecisionTreeInterface	Direct	805
TableTransforms	Direct	762
TableDistances	Direct	679
GeoTables	Direct	647
EvoTrees	Direct	598
GeoStatsBase	Direct	524
Feather	Direct	422
FreqTables	Direct	406
MLJFlux	Direct	367
GeoStatsTransforms	Direct	215
GeoStatsFunctions	Direct	200
GeoStats	Direct	194
StatsKit	Direct	160
MLJLIBSVMInterface	Direct	136
SummaryTables	Direct	128
TidierPlots	Direct	113
BetaML	Direct	112
SIRUS	Direct	92
MeshViz	Direct	91
ClickHouse	Direct	87
SoleBase	Direct	82
TidierCats	Direct	78
SoleData	Direct	78
Maxnet	Direct	68
FeatherLib	Direct	62
Muon	Direct	49
GeoClustering	Direct	45
Imbalance	Direct	33
UnfoldMakie	Direct	32
MLJNaiveBayesInterface	Direct	30
JLBoost	Direct	30
JDF	Direct	30
KCenters	Direct	29
CounterfactualExplanations	Direct	28
ConformalPrediction	Direct	27
OrdinalMultinomialModels	Direct	26
SoleModels	Direct	23
SortingLab	Direct	21
TMLE	Direct	20
NeXLCore	Direct	20
NeuroTreeModels	Direct	19
PtFEM	Direct	18
OutlierDetectionInterface	Direct	18
CatBoost	Direct	18
SimpleANOVA	Direct	18
PredictMD	Direct	18
MetidaBase	Direct	18
PredictMDExtra	Direct	16
RNAForecaster	Direct	16
ReplicateBE	Direct	16
Econometrics	Direct	15
JointEnergyModels	Direct	12
MimiRFFSPs	Direct	12
Ronin	Direct	11
AnyMOD	Direct	10
HighDimMixedModels	Direct	10
EnergySamplers	Direct	9
WiSER	Direct	8
MeshPlots	Direct	7
TuringModels	Direct	7
OneRule	Direct	7
MultinomialRegression	Direct	6
ModalDecisionTrees	Direct	6
CorrectMatch	Direct	5
SpectralInference	Direct	5
SNNUtils	Direct	4
CarboKitten	Direct	4
BinStatistics	Direct	4
FormulaCompiler	Direct	3
RankCompV3	Direct	3
Margins	Direct	3
MetidaBioeq	Direct	3
ClusterPermutationTests	Direct	3
BioFindr	Direct	3
JSONLines	Direct	3
RegressionAndOtherStories	Direct	3
SolePostHoc	Direct	2
JellyMe4	Direct	2
CausalTargeted	Direct	2
DataTreatments	Direct	2
OutlierDetectionNetworks	Direct	2
TaijaPlotting	Direct	2
SpaceLiDAR	Direct	2
SpaceAltimetry	Direct	1
HybridTreeBoosting	Direct	1