ClassImbalance

Last updated: Aug 24, 2026

Cumulative

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

55 packages (5 direct, 50 transitive)

Package	Depth ↑	Downloads ↓
Compat	Direct	374,012
StatsBase	Direct	218,012
Distributions	Direct	144,684
DataFrames	Direct	97,570
Statistics	Direct	89,161
PrecompileTools	Depth 2	366,113
DataStructures	Depth 2	339,567
SpecialFunctions	Depth 2	338,672
LogExpFunctions	Depth 2	311,067
IrrationalConstants	Depth 2	271,784
DataAPI	Depth 2	256,373
Tables	Depth 2	253,723
Reexport	Depth 2	249,841
SortingAlgorithms	Depth 2	234,008
FillArrays	Depth 2	221,715
IteratorInterfaceExtensions	Depth 2	213,166
TableTraits	Depth 2	207,243
Missings	Depth 2	198,002
StatsAPI	Depth 2	187,716
ChainRulesCore	Depth 2	181,096
PrettyTables	Depth 2	167,233
PDMats	Depth 2	153,869
StatsFuns	Depth 2	145,184
AliasTables	Depth 2	140,428
QuadGK	Depth 2	124,837
Roots	Depth 2	114,713
InlineStrings	Depth 2	109,836
SentinelArrays	Depth 2	105,665
InvertedIndices	Depth 2	104,371
PooledArrays	Depth 2	96,409
DensityInterface	Depth 2	19,311
TOML	Depth 2	7,161
OrderedCollections	Depth 3	394,702
Preferences	Depth 3	390,340
Parsers	Depth 3	381,938
DocStringExtensions	Depth 3	301,616
OpenSpecFun_jll	Depth 3	256,463
DataValueInterfaces	Depth 3	205,301
LaTeXStrings	Depth 3	197,306
Crayons	Depth 3	190,542
InverseFunctions	Depth 3	169,228
CommonSolve	Depth 3	156,257
Accessors	Depth 3	150,746
PtrArrays	Depth 3	148,708
StringManipulation	Depth 3	148,446
HypergeometricFunctions	Depth 3	128,130
Rmath	Depth 3	118,310
ChangesOfVariables	Depth 3	37,905
OpenLibm_jll	Depth 3	3,417
MacroTools	Depth 4	292,773
ConstructionBase	Depth 4	225,490
Rmath_jll	Depth 4	142,668
CompositionsBase	Depth 4	133,663
Gamma	Depth 4	103,211
StyledStrings	Depth 4	2,136

Dependents

2 packages (1 direct, 1 transitive) · 27 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
PredictMD	Direct	18
PredictMDFull	Depth 2	9