CategoricalArrays

JuliaHub·Source·Documentation

Last updated: May 20, 2026

Cumulative

Downloads last 30 days: 66,215
Downloads last week: 16,897
Downloads last day: 4,958
Downloads last 30 days: 66,215
Downloads last week: 16,897
Downloads last day: 4,958

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

6 packages (5 direct, 1 transitive)

Package	Depth ↑	Downloads ↓
DataAPI	Direct	1,064,197
Missings	Direct	988,235
Compat	Direct	524,344
Requires	Direct	353,381
Statistics	Direct	108,466
TOML	Depth 2	3,328

Dependents

100 packages (100 direct) · 57,766 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
RData	Direct	15,287
ScientificTypes	Direct	7,499
MLJBase	Direct	3,791
CategoricalDistributions	Direct	3,187
StatisticalMeasures	Direct	2,824
MLJModels	Direct	2,702
StatisticalMeasuresBase	Direct	2,431
MLJ	Direct	2,297
MLJEnsembles	Direct	2,245
ARFFFiles	Direct	2,069
MLJTransforms	Direct	1,558
RCall	Direct	1,488
Parquet	Direct	1,038
GeoTables	Direct	774
OutlierDetectionInterface	Direct	702
MLJDecisionTreeInterface	Direct	637
BetaML	Direct	635
EvoTrees	Direct	601
Gadfly	Direct	594
TableTransforms	Direct	516
TableDistances	Direct	495
GeoStatsBase	Direct	463
MLJScientificTypes	Direct	410
MLJFlux	Direct	401
Feather	Direct	346
GeoStats	Direct	336
FreqTables	Direct	259
ClickHouse	Direct	201
GeoStatsTransforms	Direct	193
GeoStatsFunctions	Direct	170
TidierPlots	Direct	167
TidierCats	Direct	132
GeoClustering	Direct	127
SIRUS	Direct	121
SummaryTables	Direct	102
MLJLIBSVMInterface	Direct	99
StatsKit	Direct	80
SoleBase	Direct	60
Imbalance	Direct	51
CounterfactualExplanations	Direct	46
SoleData	Direct	45
SoleModels	Direct	38
Maxnet	Direct	38
MeshViz	Direct	25
ConformalPrediction	Direct	24
CatBoost	Direct	24
Econometrics	Direct	24
MLJNaiveBayesInterface	Direct	22
OneRule	Direct	22
UnfoldMakie	Direct	21
EnergySamplers	Direct	20
Muon	Direct	20
ModalDecisionTrees	Direct	19
SolePostHoc	Direct	18
SpectralInference	Direct	17
NeuroTreeModels	Direct	16
UniversalDiffEq	Direct	16
FeatherLib	Direct	16
JointEnergyModels	Direct	15
JDF	Direct	15
SortingLab	Direct	15
TaijaPlotting	Direct	15
MetidaBase	Direct	14
OrdinalMultinomialModels	Direct	12
MimiRFFSPs	Direct	11
DataConvenience	Direct	9
SNNUtils	Direct	8
TMLE	Direct	8
DataTreatments	Direct	7
JellyMe4	Direct	6
TMLECLI	Direct	6
CarboKitten	Direct	6
NeXLCore	Direct	5
CorrectMatch	Direct	5
MultinomialRegression	Direct	4
Margins	Direct	4
BioFindr	Direct	4
Mice	Direct	4
SpaceLiDAR	Direct	3
FormulaCompiler	Direct	3
DataAxesFormats	Direct	2
HybridTreeBoosting	Direct	2
RankCompV3	Direct	2
SoleXplorer	Direct	2
NiaARM	Direct	2
NeuroAnalysis	Direct	2
BinStatistics	Direct	2
WiSER	Direct	2
Earth	Direct	2
MichiBoost	Direct	1
JSONLines	Direct	1
JLBoost	Direct	1
MeshPlots	Direct	1
AnalysisOfVariance	Direct	1
ForestMensuration	Direct	1
Fairness	Direct	1
LatentClassAnalysis	Direct	1
UCIData	Direct	1
ClusterPermutationTests	Direct	1
FastGroupBy	Direct	0