CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Sep 25, 2026

Cumulative

Downloads last 30 days: 67
Downloads last week: 62
Downloads last day: 10
Downloads last 30 days: 67
Downloads last week: 62
Downloads last day: 10

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

166 packages (24 direct, 142 transitive)

Package	Depth ↑	Downloads ↓
Tables	Direct	464,404
StatsBase	Direct	412,444
ForwardDiff	Direct	381,061
Distributions	Direct	304,551
Statistics	Direct	280,274
ChainRulesCore	Direct	265,213
DifferentiationInterface	Direct	209,880
DataFrames	Direct	154,608
MultivariateStats	Direct	147,081
ProgressMeter	Direct	133,314
Graphs	Direct	127,389
CategoricalArrays	Direct	58,658
Zygote	Direct	58,569
Optimisers	Direct	55,478
PackageExtensionCompat	Direct	42,027
MLUtils	Direct	18,841
Flux	Direct	18,475
MLJBase	Direct	5,850
KernelFunctions	Direct	2,806
LazyArtifacts	Direct	1,436
MLJDecisionTreeInterface	Direct	1,106
CausalInference	Direct	315
EnergySamplers	Direct	146
TaijaBase	Direct	96
Preferences	Depth 2	718,121
OrderedCollections	Depth 2	600,722
SpecialFunctions	Depth 2	535,804
DataStructures	Depth 2	516,402
PrecompileTools	Depth 2	507,008
Compat	Depth 2	486,790
LogExpFunctions	Depth 2	454,125
NaNMath	Depth 2	452,450
Adapt	Depth 2	450,925
MacroTools	Depth 2	438,035
IrrationalConstants	Depth 2	415,863
SortingAlgorithms	Depth 2	400,012
FillArrays	Depth 2	389,764
DataAPI	Depth 2	382,534
Reexport	Depth 2	375,322
ConstructionBase	Depth 2	344,731
RecipesBase	Depth 2	344,082
Requires	Depth 2	343,873
IteratorInterfaceExtensions	Depth 2	322,987
TableTraits	Depth 2	315,606
DataValueInterfaces	Depth 2	313,405
Missings	Depth 2	297,217
CompositionsBase	Depth 2	288,177
StatsFuns	Depth 2	287,655
Roots	Depth 2	285,506
StatsAPI	Depth 2	285,450
PDMats	Depth 2	280,651
ADTypes	Depth 2	269,976
DiffRules	Depth 2	267,417
DiffResults	Depth 2	257,775
CommonSubexpressions	Depth 2	257,605
AliasTables	Depth 2	234,756
PrettyTables	Depth 2	229,567
OffsetArrays	Depth 2	217,952
QuadGK	Depth 2	194,059
AbstractFFTs	Depth 2	191,653
Setfield	Depth 2	187,301
InlineStrings	Depth 2	179,891
SimpleTraits	Depth 2	175,538
DelimitedFiles	Depth 2	173,016
GPUArraysCore	Depth 2	172,733
TensorCore	Depth 2	167,201
InvertedIndices	Depth 2	165,543
Inflate	Depth 2	159,612
NearestNeighbors	Depth 2	159,407
SentinelArrays	Depth 2	158,382
Distances	Depth 2	154,812
PooledArrays	Depth 2	151,773
ArnoldiMethod	Depth 2	129,509
Combinatorics	Depth 2	122,439
Functors	Depth 2	120,410
Parameters	Depth 2	106,445
EnzymeCore	Depth 2	95,546
ZygoteRules	Depth 2	79,930
NNlib	Depth 2	72,117
GPUArrays	Depth 2	63,378
IRTools	Depth 2	57,299
ChainRules	Depth 2	56,426
Arpack	Depth 2	55,150
ProgressLogging	Depth 2	52,304
CodeTracking	Depth 2	51,582
BFloat16s	Depth 2	50,779
LRUCache	Depth 2	42,839
StatisticalTraits	Depth 2	31,484
MLJModelInterface	Depth 2	29,851
ComputationalResources	Depth 2	23,644
Measurements	Depth 2	22,373
MLDataDevices	Depth 2	20,510
DensityInterface	Depth 2	20,109
ShowCases	Depth 2	19,216
MLCore	Depth 2	16,875
MetaGraphs	Depth 2	16,572
ScientificTypes	Depth 2	14,680
OneHotArrays	Depth 2	12,822
DecisionTree	Depth 2	10,551
ThreadsX	Depth 2	9,764
Artifacts	Depth 2	5,946
TOML	Depth 2	5,666
CategoricalDistributions	Depth 2	5,140
LearnAPI	Depth 2	4,176
StatisticalMeasuresBase	Depth 2	3,988
CliqueTrees	Depth 2	2,949
Memoization	Depth 2	2,579
LogarithmicNumbers	Depth 2	1,541
TabularDisplay	Depth 2	600
StaticArrays	Depth 3	566,036
DocStringExtensions	Depth 3	439,874
StaticArraysCore	Depth 3	423,056
OpenSpecFun_jll	Depth 3	390,895
LaTeXStrings	Depth 3	369,800
InverseFunctions	Depth 3	337,224
CommonSolve	Depth 3	323,329
Accessors	Depth 3	303,209
HypergeometricFunctions	Depth 3	258,834
Crayons	Depth 3	257,243
SciMLPublic	Depth 3	252,069
PtrArrays	Depth 3	244,104
StringManipulation	Depth 3	217,973
ColorTypes	Depth 3	213,736
Rmath	Depth 3	178,903
AbstractTrees	Depth 3	160,009
ScopedValues	Depth 3	125,769
StructArrays	Depth 3	121,529
UnPack	Depth 3	121,046
Format	Depth 3	119,179
Atomix	Depth 3	103,226
KernelAbstractions	Depth 3	96,756
RealDot	Depth 3	84,825
LLVM	Depth 3	72,596
ArgCheck	Depth 3	61,449
Arpack_jll	Depth 3	54,610
SparseInverseSubset	Depth 3	53,707
BangBang	Depth 3	48,768
Calculus	Depth 3	47,654
InitialValues	Depth 3	45,271
ChangesOfVariables	Depth 3	38,121
ScientificTypesBase	Depth 3	30,465
Transducers	Depth 3	29,998
MicroCollections	Depth 3	29,537
SplittablesBase	Depth 3	29,106
Referenceables	Depth 3	13,000
ScikitLearnBase	Depth 3	12,588
UnicodePlots	Depth 3	10,423
FixedSizeArrays	Depth 3	4,561
OpenLibm_jll	Depth 3	2,506
SHA	Depth 3	311
Rmath_jll	Depth 4	273,952
Gamma	Depth 4	242,491
FixedPointNumbers	Depth 4	209,485
CEnum	Depth 4	177,651
ColorSchemes	Depth 4	147,062
Contour	Depth 4	134,941
HashArrayMappedTries	Depth 4	115,339
UnsafeAtomics	Depth 4	101,112
LLVMExtra_jll	Depth 4	66,921
DefineSingletons	Depth 4	28,797
Baselet	Depth 4	28,696
MarchingCubes	Depth 4	9,077
Collects	Depth 4	4,607
StyledStrings	Depth 4	3,560
Colors	Depth 5	200,791
ColorVectorSpace	Depth 5	175,545

Dependents

4 packages (4 direct) · 6 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	5
TaijaParallel	Direct	1
CounterfactualTraining	Direct	0
AlgorithmicRecourseDynamics	Direct	0