CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Jun 17, 2026

Cumulative

Downloads last 30 days: 37
Downloads last week: 10
Downloads last day: 2
Downloads last 30 days: 37
Downloads last week: 10
Downloads last day: 2

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

161 packages (24 direct, 137 transitive)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	246,373
Tables	Direct	213,314
ChainRulesCore	Direct	192,711
StatsBase	Direct	186,453
DataFrames	Direct	114,867
ProgressMeter	Direct	114,446
Distributions	Direct	109,997
Statistics	Direct	108,239
DifferentiationInterface	Direct	88,745
Graphs	Direct	71,944
CategoricalArrays	Direct	66,594
Optimisers	Direct	60,133
Zygote	Direct	46,455
PackageExtensionCompat	Direct	34,605
MultivariateStats	Direct	15,034
MLUtils	Direct	12,950
Flux	Direct	12,626
MLJBase	Direct	2,782
KernelFunctions	Direct	929
MLJDecisionTreeInterface	Direct	750
LazyArtifacts	Direct	641
CausalInference	Direct	52
TaijaBase	Direct	24
EnergySamplers	Direct	20
Preferences	Depth 2	447,523
Compat	Depth 2	426,708
PrecompileTools	Depth 2	401,782
OrderedCollections	Depth 2	355,460
LogExpFunctions	Depth 2	331,195
NaNMath	Depth 2	320,899
DataStructures	Depth 2	315,672
MacroTools	Depth 2	308,806
SpecialFunctions	Depth 2	305,491
Requires	Depth 2	288,770
IrrationalConstants	Depth 2	275,294
Adapt	Depth 2	273,255
ConstructionBase	Depth 2	268,306
DiffRules	Depth 2	258,527
DataAPI	Depth 2	256,336
IteratorInterfaceExtensions	Depth 2	249,029
CommonSubexpressions	Depth 2	248,609
DiffResults	Depth 2	247,817
RecipesBase	Depth 2	237,462
Reexport	Depth 2	220,787
TableTraits	Depth 2	208,788
DataValueInterfaces	Depth 2	208,138
OffsetArrays	Depth 2	193,674
SortingAlgorithms	Depth 2	187,701
Missings	Depth 2	186,087
Setfield	Depth 2	171,855
StatsAPI	Depth 2	169,827
FillArrays	Depth 2	154,026
TensorCore	Depth 2	153,531
GPUArraysCore	Depth 2	150,549
AbstractFFTs	Depth 2	143,625
SentinelArrays	Depth 2	143,051
SimpleTraits	Depth 2	142,857
PrettyTables	Depth 2	135,571
InlineStrings	Depth 2	135,320
AliasTables	Depth 2	130,840
Distances	Depth 2	129,124
InvertedIndices	Depth 2	124,770
Inflate	Depth 2	113,984
PooledArrays	Depth 2	113,075
CompositionsBase	Depth 2	108,593
ADTypes	Depth 2	104,328
DelimitedFiles	Depth 2	102,909
QuadGK	Depth 2	100,570
StatsFuns	Depth 2	92,000
PDMats	Depth 2	89,633
EnzymeCore	Depth 2	88,032
Parameters	Depth 2	77,127
ArnoldiMethod	Depth 2	73,667
NNlib	Depth 2	72,927
Functors	Depth 2	72,495
ProgressLogging	Depth 2	66,955
ZygoteRules	Depth 2	54,233
GPUArrays	Depth 2	53,512
Combinatorics	Depth 2	51,030
ChainRules	Depth 2	49,571
IRTools	Depth 2	46,481
NearestNeighbors	Depth 2	45,687
MLDataDevices	Depth 2	33,385
ComputationalResources	Depth 2	27,878
MLJModelInterface	Depth 2	27,097
MetaGraphs	Depth 2	25,699
LRUCache	Depth 2	24,179
StatisticalTraits	Depth 2	23,611
Measurements	Depth 2	22,759
Arpack	Depth 2	16,945
ShowCases	Depth 2	13,510
MLCore	Depth 2	12,282
DensityInterface	Depth 2	11,888
OneHotArrays	Depth 2	11,182
ScientificTypes	Depth 2	8,596
DecisionTree	Depth 2	7,435
ThreadsX	Depth 2	3,631
CategoricalDistributions	Depth 2	2,722
TOML	Depth 2	2,561
StatisticalMeasuresBase	Depth 2	2,215
LearnAPI	Depth 2	2,144
Artifacts	Depth 2	1,684
CliqueTrees	Depth 2	1,401
Memoization	Depth 2	1,124
LogarithmicNumbers	Depth 2	184
TabularDisplay	Depth 2	147
Parsers	Depth 3	428,683
DocStringExtensions	Depth 3	319,433
StaticArraysCore	Depth 3	288,154
OpenSpecFun_jll	Depth 3	283,713
StaticArrays	Depth 3	270,973
ScopedValues	Depth 3	191,969
Crayons	Depth 3	181,540
LaTeXStrings	Depth 3	161,622
ColorTypes	Depth 3	153,376
InverseFunctions	Depth 3	149,426
PtrArrays	Depth 3	147,844
StringManipulation	Depth 3	123,868
StructArrays	Depth 3	103,284
SciMLPublic	Depth 3	95,551
RealDot	Depth 3	94,922
AbstractTrees	Depth 3	91,260
UnPack	Depth 3	85,643
Accessors	Depth 3	83,049
KernelAbstractions	Depth 3	82,561
Atomix	Depth 3	82,031
Rmath	Depth 3	80,547
Format	Depth 3	73,778
HypergeometricFunctions	Depth 3	70,615
LLVM	Depth 3	59,901
ArgCheck	Depth 3	44,403
SparseInverseSubset	Depth 3	43,333
Calculus	Depth 3	39,415
BangBang	Depth 3	32,707
InitialValues	Depth 3	28,785
Transducers	Depth 3	25,625
MicroCollections	Depth 3	25,065
SplittablesBase	Depth 3	24,831
ScientificTypesBase	Depth 3	23,819
ChangesOfVariables	Depth 3	21,542
Arpack_jll	Depth 3	17,511
ScikitLearnBase	Depth 3	8,248
UnicodePlots	Depth 3	6,444
Referenceables	Depth 3	5,821
FixedSizeArrays	Depth 3	1,941
OpenLibm_jll	Depth 3	1,413
SHA	Depth 3	138
HashArrayMappedTries	Depth 4	178,739
FixedPointNumbers	Depth 4	167,897
CEnum	Depth 4	143,839
ColorSchemes	Depth 4	117,600
Contour	Depth 4	95,007
UnsafeAtomics	Depth 4	82,372
Rmath_jll	Depth 4	78,109
LLVMExtra_jll	Depth 4	52,302
DefineSingletons	Depth 4	24,768
Baselet	Depth 4	24,755
MarchingCubes	Depth 4	5,337
Collects	Depth 4	1,939
ColorVectorSpace	Depth 5	160,986
Colors	Depth 5	159,996

Dependents

3 packages (3 direct) · 27 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaParallel	Direct	15
TaijaPlotting	Direct	12
AlgorithmicRecourseDynamics	Direct	0