CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Aug 25, 2026

Cumulative

Downloads last 30 days: 45,774
Downloads last week: 16,759
Downloads last day: 3,417
Downloads last 30 days: 45,774
Downloads last week: 16,759
Downloads last day: 3,417

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	374,012
DataAPI	Direct	256,373
Requires	Direct	244,908
Missings	Direct	198,002
Statistics	Direct	89,161
TOML	Depth 2	7,161

Dependents

100 packages (100 direct) · 64,501 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ScientificTypes	Direct	10,738
RData	Direct	9,949
MLJBase	Direct	5,214
CategoricalDistributions	Direct	4,456
StatisticalMeasuresBase	Direct	3,579
StatisticalMeasures	Direct	3,379
MLJModels	Direct	3,264
MLJ	Direct	2,834
MLJEnsembles	Direct	2,610
ARFFFiles	Direct	2,394
RCall	Direct	1,647
MLJTransforms	Direct	1,585
EvoTrees	Direct	1,063
Gadfly	Direct	1,062
Parquet	Direct	982
MLJDecisionTreeInterface	Direct	945
GeoTables	Direct	907
TableTransforms	Direct	880
MLJScientificTypes	Direct	789
GeoStatsBase	Direct	665
TableDistances	Direct	642
MLJFlux	Direct	571
Feather	Direct	455
FreqTables	Direct	375
AnyMOD	Direct	373
GeoStatsFunctions	Direct	287
GeoStats	Direct	281
GeoStatsTransforms	Direct	263
ClickHouse	Direct	185
BetaML	Direct	160
EnergySamplers	Direct	147
MLJLIBSVMInterface	Direct	136
SummaryTables	Direct	128
SoleData	Direct	96
SoleBase	Direct	96
TidierPlots	Direct	89
CounterfactualExplanations	Direct	83
TidierCats	Direct	72
OrdinalMultinomialModels	Direct	64
StatsKit	Direct	63
Maxnet	Direct	56
SIRUS	Direct	55
JointEnergyModels	Direct	54
GeoClustering	Direct	53
SoleModels	Direct	52
SortingLab	Direct	40
ConformalPrediction	Direct	39
MetidaBase	Direct	34
Muon	Direct	34
TaijaPlotting	Direct	31
CatBoost	Direct	30
JLBoost	Direct	29
KCenters	Direct	28
Imbalance	Direct	27
JDF	Direct	23
TMLE	Direct	23
MeshViz	Direct	23
Econometrics	Direct	23
MultinomialRegression	Direct	20
UnfoldMakie	Direct	20
PtFEM	Direct	18
PredictMD	Direct	18
MimiRFFSPs	Direct	18
FeatherLib	Direct	18
NeuroTreeModels	Direct	17
NeXLCore	Direct	17
MLJNaiveBayesInterface	Direct	16
PredictMDExtra	Direct	14
OutlierDetectionInterface	Direct	13
SNNUtils	Direct	12
TuringModels	Direct	10
ModalDecisionTrees	Direct	10
OneRule	Direct	10
WiSER	Direct	10
MeshPlots	Direct	7
FormulaCompiler	Direct	6
SimpleANOVA	Direct	6
RegressionAndOtherStories	Direct	6
JSONLines	Direct	6
DataConvenience	Direct	5
HybridTreeBoosting	Direct	4
NiaARM	Direct	4
JellyMe4	Direct	4
TMLECLI	Direct	4
Schemata	Direct	4
OutlierDetectionNetworks	Direct	4
BinStatistics	Direct	4
CorrectMatch	Direct	4
RankCompV3	Direct	3
MichiBoost	Direct	3
SolePostHoc	Direct	3
BioFindr	Direct	3
Margins	Direct	3
ClusterPermutationTests	Direct	3
SpectralInference	Direct	3
SpaceAltimetry	Direct	2
LearnDataFrontEnds	Direct	2
SpaceLiDAR	Direct	2
LearnTestAPI	Direct	2
CarboKitten	Direct	1