CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: May 19, 2026

Cumulative

Downloads last 30 days: 46
Downloads last week: 15
Downloads last day: 2
Downloads last 30 days: 46
Downloads last week: 15
Downloads last day: 2

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

168 packages (24 direct, 144 transitive)

Package	Depth ↑	Downloads ↓
StatsBase	Direct	953,853
ForwardDiff	Direct	282,444
Tables	Direct	253,384
ChainRulesCore	Direct	248,917
Distributions	Direct	161,112
ProgressMeter	Direct	158,614
DifferentiationInterface	Direct	152,693
DataFrames	Direct	139,329
Statistics	Direct	104,242
Graphs	Direct	75,724
Optimisers	Direct	73,196
CategoricalArrays	Direct	65,140
PackageExtensionCompat	Direct	56,966
Zygote	Direct	53,093
MultivariateStats	Direct	43,782
Flux	Direct	13,107
MLUtils	Direct	12,721
MLJBase	Direct	3,640
KernelFunctions	Direct	884
LazyArtifacts	Direct	611
MLJDecisionTreeInterface	Direct	588
TaijaBase	Direct	69
CausalInference	Direct	59
EnergySamplers	Direct	19
DataStructures	Depth 2	1,153,052
LogExpFunctions	Depth 2	1,083,322
IrrationalConstants	Depth 2	1,083,283
OrderedCollections	Depth 2	1,080,282
DataAPI	Depth 2	1,060,647
SortingAlgorithms	Depth 2	987,744
Missings	Depth 2	985,597
StatsAPI	Depth 2	963,678
AliasTables	Depth 2	921,891
Compat	Depth 2	518,472
Preferences	Depth 2	504,797
PrecompileTools	Depth 2	451,371
SpecialFunctions	Depth 2	353,272
Requires	Depth 2	349,742
NaNMath	Depth 2	349,720
MacroTools	Depth 2	331,428
ConstructionBase	Depth 2	319,740
Adapt	Depth 2	317,476
RecipesBase	Depth 2	300,531
Reexport	Depth 2	274,230
OffsetArrays	Depth 2	272,857
CommonSubexpressions	Depth 2	270,664
DiffResults	Depth 2	269,478
IteratorInterfaceExtensions	Depth 2	263,045
DiffRules	Depth 2	249,999
DataValueInterfaces	Depth 2	249,524
TableTraits	Depth 2	247,664
TensorCore	Depth 2	219,923
FillArrays	Depth 2	208,222
Setfield	Depth 2	205,773
InlineStrings	Depth 2	198,225
AbstractFFTs	Depth 2	192,159
SentinelArrays	Depth 2	173,996
Distances	Depth 2	173,609
SimpleTraits	Depth 2	159,762
ADTypes	Depth 2	159,240
InvertedIndices	Depth 2	159,029
PrettyTables	Depth 2	156,117
DelimitedFiles	Depth 2	155,607
QuadGK	Depth 2	153,408
PooledArrays	Depth 2	151,076
GPUArraysCore	Depth 2	138,085
Inflate	Depth 2	129,807
PDMats	Depth 2	115,558
StatsFuns	Depth 2	106,286
Functors	Depth 2	105,455
CompositionsBase	Depth 2	105,417
EnzymeCore	Depth 2	103,077
NNlib	Depth 2	85,239
Transducers	Depth 2	78,287
Parameters	Depth 2	76,178
NearestNeighbors	Depth 2	75,238
ArnoldiMethod	Depth 2	74,985
ProgressLogging	Depth 2	71,662
ZygoteRules	Depth 2	59,823
Combinatorics	Depth 2	57,809
ChainRules	Depth 2	56,512
GPUArrays	Depth 2	52,695
IRTools	Depth 2	52,642
Arpack	Depth 2	45,737
MLDataDevices	Depth 2	37,497
Measurements	Depth 2	34,150
MLJModelInterface	Depth 2	27,881
ComputationalResources	Depth 2	27,685
MetaGraphs	Depth 2	26,452
LRUCache	Depth 2	25,180
StatisticalTraits	Depth 2	25,148
ShowCases	Depth 2	13,573
FLoops	Depth 2	13,347
MLCore	Depth 2	11,943
OneHotArrays	Depth 2	11,870
DensityInterface	Depth 2	10,379
ScientificTypes	Depth 2	7,329
DecisionTree	Depth 2	6,669
ThreadsX	Depth 2	4,133
TOML	Depth 2	3,337
CategoricalDistributions	Depth 2	3,054
Artifacts	Depth 2	2,630
LearnAPI	Depth 2	2,529
StatisticalMeasuresBase	Depth 2	2,389
Memoization	Depth 2	1,579
CliqueTrees	Depth 2	1,036
LogarithmicNumbers	Depth 2	161
TabularDisplay	Depth 2	153
DocStringExtensions	Depth 3	1,085,370
PtrArrays	Depth 3	942,327
Parsers	Depth 3	499,018
StaticArrays	Depth 3	365,646
StaticArraysCore	Depth 3	357,883
OpenSpecFun_jll	Depth 3	316,022
ColorTypes	Depth 3	222,605
LaTeXStrings	Depth 3	222,534
Crayons	Depth 3	199,395
ScopedValues	Depth 3	188,630
StringManipulation	Depth 3	146,225
InverseFunctions	Depth 3	143,191
Format	Depth 3	127,699
StructArrays	Depth 3	126,698
SciMLPublic	Depth 3	109,316
Accessors	Depth 3	108,753
RealDot	Depth 3	107,894
Rmath	Depth 3	106,085
Atomix	Depth 3	97,962
KernelAbstractions	Depth 3	97,694
HypergeometricFunctions	Depth 3	97,633
AbstractTrees	Depth 3	97,168
UnPack	Depth 3	88,544
ArgCheck	Depth 3	66,816
LLVM	Depth 3	65,374
BangBang	Depth 3	58,303
InitialValues	Depth 3	52,748
SparseInverseSubset	Depth 3	50,159
Calculus	Depth 3	48,191
MicroCollections	Depth 3	47,262
SplittablesBase	Depth 3	47,034
Baselet	Depth 3	46,905
DefineSingletons	Depth 3	46,884
Arpack_jll	Depth 3	46,526
MLStyle	Depth 3	32,478
Referenceables	Depth 3	27,696
ScientificTypesBase	Depth 3	25,396
ChangesOfVariables	Depth 3	18,050
JuliaVariables	Depth 3	15,178
FLoopsBase	Depth 3	13,171
UnicodePlots	Depth 3	7,988
ScikitLearnBase	Depth 3	7,335
OpenLibm_jll	Depth 3	1,816
FixedSizeArrays	Depth 3	1,519
SHA	Depth 3	85
FixedPointNumbers	Depth 4	216,881
ColorSchemes	Depth 4	210,213
CEnum	Depth 4	172,167
Contour	Depth 4	157,499
HashArrayMappedTries	Depth 4	135,163
Rmath_jll	Depth 4	102,851
UnsafeAtomics	Depth 4	98,182
LLVMExtra_jll	Depth 4	61,526
NameResolution	Depth 4	15,155
ContextVariablesX	Depth 4	13,165
MarchingCubes	Depth 4	6,582
Collects	Depth 4	1,525
Colors	Depth 5	234,358
ColorVectorSpace	Depth 5	226,841
PrettyPrint	Depth 5	15,788

Dependents

3 packages (3 direct) · 18 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	15
TaijaParallel	Direct	3
AlgorithmicRecourseDynamics	Direct	0