CategoricalArrays

JuliaHub·Source·Documentation

Last updated: Oct 29, 2026

Cumulative

Downloads last 30 days: 100,119
Downloads last week: 39,984
Downloads last day: 16,401
Downloads last 30 days: 100,119
Downloads last week: 39,984
Downloads last day: 16,401

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	839,519
DataAPI	Direct	671,667
Missings	Direct	545,714
Requires	Direct	517,985
Statistics	Direct	404,572
TOML	Depth 2	9,215

Dependents

100 packages (100 direct) · 187,616 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ScientificTypes	Direct	23,610
RData	Direct	21,946
MLJBase	Direct	15,994
CategoricalDistributions	Direct	15,735
StatisticalMeasuresBase	Direct	14,496
StatisticalMeasures	Direct	13,260
MLJModels	Direct	11,963
ARFFFiles	Direct	11,580
MLJ	Direct	11,478
MLJEnsembles	Direct	11,337
MLJTransforms	Direct	10,917
RCall	Direct	2,800
Gadfly	Direct	2,555
GeoTables	Direct	1,824
TableTransforms	Direct	1,765
Parquet	Direct	1,721
MLJDecisionTreeInterface	Direct	1,601
EvoTrees	Direct	1,339
TableDistances	Direct	1,307
GeoStatsBase	Direct	976
MLJScientificTypes	Direct	926
FreqTables	Direct	530
GeoStatsFunctions	Direct	479
GeoStatsTransforms	Direct	446
MLJFlux	Direct	425
GeoStats	Direct	405
Feather	Direct	399
EnergySamplers	Direct	326
MLJLIBSVMInterface	Direct	310
Maxnet	Direct	252
StataIO	Direct	252
SIRUS	Direct	229
NeuroTreeModels	Direct	219
SoleBase	Direct	203
ForestMensuration	Direct	192
Muon	Direct	190
LWFBrook90	Direct	171
BetaML	Direct	165
OutlierDetectionInterface	Direct	159
BioFindr	Direct	158
CounterfactualExplanations	Direct	158
Ronin	Direct	156
SummaryTables	Direct	152
SpaceAltimetry	Direct	147
SoleData	Direct	141
MetidaBase	Direct	139
StatsKit	Direct	113
Imbalance	Direct	108
SoleModels	Direct	105
TidierPlots	Direct	99
MLJNaiveBayesInterface	Direct	95
MetidaBioeq	Direct	94
OrdinalMultinomialModels	Direct	94
FormulaCompiler	Direct	93
Margins	Direct	91
JointEnergyModels	Direct	78
GeoClustering	Direct	77
ConformalPrediction	Direct	77
SortingLab	Direct	72
Econometrics	Direct	59
TidierCats	Direct	52
ClusterPermutationTests	Direct	44
NeXLCore	Direct	44
ClickHouse	Direct	43
WiSER	Direct	42
FeatherLib	Direct	41
MimiRFFSPs	Direct	35
CatBoost	Direct	33
JLBoost	Direct	31
KCenters	Direct	30
JDF	Direct	29
SpaceLiDAR	Direct	27
CausalTargeted	Direct	26
OneRule	Direct	21
ModalDecisionTrees	Direct	19
MeshViz	Direct	19
RegressionAndOtherStories	Direct	19
SNNUtils	Direct	19
Survey	Direct	18
CarboKitten	Direct	17
LearnDataFrontEnds	Direct	16
LearnTestAPI	Direct	16
CorrectMatch	Direct	15
Schemata	Direct	15
DataConvenience	Direct	15
TMLE	Direct	14
DiDInt	Direct	13
RNAForecaster	Direct	13
OutlierDetectionNetworks	Direct	12
TaijaPlotting	Direct	12
ReplicateBE	Direct	12
UnfoldMakie	Direct	11
PredictMDExtra	Direct	9
SpectralInference	Direct	9
SolePostHoc	Direct	8
DataTreatments	Direct	7
JSONLines	Direct	6
Earth	Direct	6
MichiBoost	Direct	5
SoleXplorer	Direct	5