CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: May 27, 2026

Cumulative

Downloads last 30 days: 52
Downloads last week: 6
Downloads last day: 2
Downloads last 30 days: 52
Downloads last week: 6
Downloads last day: 2

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

168 packages (24 direct, 144 transitive)

Package	Depth ↑	Downloads ↓
StatsBase	Direct	796,149
ForwardDiff	Direct	251,308
Tables	Direct	212,195
ChainRulesCore	Direct	193,021
Distributions	Direct	157,274
DifferentiationInterface	Direct	147,214
DataFrames	Direct	125,512
ProgressMeter	Direct	121,322
Statistics	Direct	97,967
Graphs	Direct	67,207
Optimisers	Direct	61,209
CategoricalArrays	Direct	58,021
MultivariateStats	Direct	44,763
Zygote	Direct	44,711
PackageExtensionCompat	Direct	31,476
Flux	Direct	12,856
MLUtils	Direct	12,794
MLJBase	Direct	3,622
KernelFunctions	Direct	948
MLJDecisionTreeInterface	Direct	638
LazyArtifacts	Direct	634
CausalInference	Direct	80
TaijaBase	Direct	71
EnergySamplers	Direct	23
DataStructures	Depth 2	965,967
LogExpFunctions	Depth 2	920,651
OrderedCollections	Depth 2	908,990
IrrationalConstants	Depth 2	899,531
DataAPI	Depth 2	884,260
SortingAlgorithms	Depth 2	823,355
Missings	Depth 2	821,498
StatsAPI	Depth 2	800,482
AliasTables	Depth 2	765,806
Preferences	Depth 2	425,821
Compat	Depth 2	418,897
PrecompileTools	Depth 2	391,940
SpecialFunctions	Depth 2	309,662
NaNMath	Depth 2	298,088
Requires	Depth 2	295,423
MacroTools	Depth 2	289,423
ConstructionBase	Depth 2	271,091
Adapt	Depth 2	262,941
CommonSubexpressions	Depth 2	260,424
DiffResults	Depth 2	259,465
RecipesBase	Depth 2	253,718
DiffRules	Depth 2	244,633
IteratorInterfaceExtensions	Depth 2	239,769
OffsetArrays	Depth 2	230,686
Reexport	Depth 2	222,862
DataValueInterfaces	Depth 2	207,067
TableTraits	Depth 2	205,983
Setfield	Depth 2	176,577
FillArrays	Depth 2	175,733
AbstractFFTs	Depth 2	169,730
SentinelArrays	Depth 2	168,745
InlineStrings	Depth 2	166,608
TensorCore	Depth 2	162,496
Distances	Depth 2	151,755
ADTypes	Depth 2	148,283
PooledArrays	Depth 2	145,548
GPUArraysCore	Depth 2	142,862
PrettyTables	Depth 2	140,736
InvertedIndices	Depth 2	138,419
QuadGK	Depth 2	128,999
SimpleTraits	Depth 2	128,497
PDMats	Depth 2	117,287
Inflate	Depth 2	113,148
DelimitedFiles	Depth 2	111,247
StatsFuns	Depth 2	108,580
CompositionsBase	Depth 2	98,018
EnzymeCore	Depth 2	89,283
NNlib	Depth 2	72,737
Functors	Depth 2	72,654
NearestNeighbors	Depth 2	72,186
ArnoldiMethod	Depth 2	67,921
Parameters	Depth 2	65,900
ProgressLogging	Depth 2	63,103
Transducers	Depth 2	56,897
Combinatorics	Depth 2	54,611
ZygoteRules	Depth 2	51,956
ChainRules	Depth 2	48,126
Arpack	Depth 2	46,793
GPUArrays	Depth 2	45,589
IRTools	Depth 2	43,551
MLDataDevices	Depth 2	32,165
MLJModelInterface	Depth 2	26,112
Measurements	Depth 2	25,370
ComputationalResources	Depth 2	25,183
LRUCache	Depth 2	23,729
StatisticalTraits	Depth 2	22,733
MetaGraphs	Depth 2	22,368
ShowCases	Depth 2	13,740
FLoops	Depth 2	13,364
MLCore	Depth 2	11,989
OneHotArrays	Depth 2	11,459
DensityInterface	Depth 2	9,395
ScientificTypes	Depth 2	8,030
DecisionTree	Depth 2	6,681
ThreadsX	Depth 2	3,610
TOML	Depth 2	3,197
CategoricalDistributions	Depth 2	3,174
LearnAPI	Depth 2	2,514
Artifacts	Depth 2	2,445
StatisticalMeasuresBase	Depth 2	2,386
Memoization	Depth 2	1,594
CliqueTrees	Depth 2	1,146
LogarithmicNumbers	Depth 2	229
TabularDisplay	Depth 2	170
DocStringExtensions	Depth 3	930,045
PtrArrays	Depth 3	783,395
Parsers	Depth 3	434,150
StaticArrays	Depth 3	300,353
OpenSpecFun_jll	Depth 3	299,437
StaticArraysCore	Depth 3	288,786
Crayons	Depth 3	177,446
LaTeXStrings	Depth 3	173,607
ColorTypes	Depth 3	166,880
ScopedValues	Depth 3	166,870
InverseFunctions	Depth 3	132,577
StringManipulation	Depth 3	130,546
Rmath	Depth 3	108,299
StructArrays	Depth 3	107,149
HypergeometricFunctions	Depth 3	98,676
SciMLPublic	Depth 3	95,333
AbstractTrees	Depth 3	91,119
RealDot	Depth 3	88,339
Format	Depth 3	87,039
Atomix	Depth 3	83,536
KernelAbstractions	Depth 3	83,024
Accessors	Depth 3	79,622
UnPack	Depth 3	77,330
LLVM	Depth 3	59,399
Arpack_jll	Depth 3	47,526
ArgCheck	Depth 3	44,279
SparseInverseSubset	Depth 3	41,801
Calculus	Depth 3	38,786
BangBang	Depth 3	32,684
InitialValues	Depth 3	28,660
MLStyle	Depth 3	28,098
MicroCollections	Depth 3	25,537
SplittablesBase	Depth 3	25,275
Baselet	Depth 3	25,177
DefineSingletons	Depth 3	25,156
ScientificTypesBase	Depth 3	22,943
ChangesOfVariables	Depth 3	18,173
JuliaVariables	Depth 3	14,195
FLoopsBase	Depth 3	13,209
UnicodePlots	Depth 3	8,947
ScikitLearnBase	Depth 3	7,531
Referenceables	Depth 3	5,369
OpenLibm_jll	Depth 3	1,611
FixedSizeArrays	Depth 3	1,596
SHA	Depth 3	89
ColorSchemes	Depth 4	162,496
FixedPointNumbers	Depth 4	161,381
CEnum	Depth 4	149,855
HashArrayMappedTries	Depth 4	115,078
Contour	Depth 4	111,557
Rmath_jll	Depth 4	105,100
UnsafeAtomics	Depth 4	83,722
LLVMExtra_jll	Depth 4	54,254
NameResolution	Depth 4	14,175
ContextVariablesX	Depth 4	13,230
MarchingCubes	Depth 4	7,540
Collects	Depth 4	1,593
Colors	Depth 5	175,605
ColorVectorSpace	Depth 5	169,599
PrettyPrint	Depth 5	14,572

Dependents

3 packages (3 direct) · 24 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	17
TaijaParallel	Direct	7
AlgorithmicRecourseDynamics	Direct	0