CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Aug 16, 2026

Cumulative

Downloads last 30 days: 58
Downloads last week: 49
Downloads last day: 14
Downloads last 30 days: 58
Downloads last week: 49
Downloads last day: 14

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

166 packages (24 direct, 142 transitive)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	151,157
Tables	Direct	146,714
StatsBase	Direct	127,648
ChainRulesCore	Direct	108,211
Distributions	Direct	82,253
ProgressMeter	Direct	67,941
DifferentiationInterface	Direct	55,027
DataFrames	Direct	54,917
Statistics	Direct	44,609
Graphs	Direct	42,618
Zygote	Direct	30,338
Optimisers	Direct	29,194
CategoricalArrays	Direct	26,369
PackageExtensionCompat	Direct	18,865
Flux	Direct	14,433
MLUtils	Direct	11,976
MultivariateStats	Direct	11,582
MLJBase	Direct	3,190
KernelFunctions	Direct	1,437
LazyArtifacts	Direct	958
MLJDecisionTreeInterface	Direct	614
CausalInference	Direct	212
TaijaBase	Direct	143
EnergySamplers	Direct	139
Preferences	Depth 2	241,122
OrderedCollections	Depth 2	234,881
Compat	Depth 2	226,229
PrecompileTools	Depth 2	218,556
DataStructures	Depth 2	205,673
SpecialFunctions	Depth 2	197,229
LogExpFunctions	Depth 2	183,279
MacroTools	Depth 2	175,601
NaNMath	Depth 2	164,202
IrrationalConstants	Depth 2	161,520
Adapt	Depth 2	157,699
DataAPI	Depth 2	152,040
Reexport	Depth 2	147,090
Requires	Depth 2	143,233
SortingAlgorithms	Depth 2	136,739
ConstructionBase	Depth 2	133,127
DiffRules	Depth 2	129,947
FillArrays	Depth 2	129,250
IteratorInterfaceExtensions	Depth 2	126,215
TableTraits	Depth 2	121,998
CommonSubexpressions	Depth 2	121,650
DiffResults	Depth 2	121,233
DataValueInterfaces	Depth 2	120,962
Missings	Depth 2	116,575
RecipesBase	Depth 2	112,472
StatsAPI	Depth 2	109,095
OffsetArrays	Depth 2	98,738
PrettyTables	Depth 2	93,549
PDMats	Depth 2	92,256
StatsFuns	Depth 2	84,717
AliasTables	Depth 2	80,846
GPUArraysCore	Depth 2	80,617
ADTypes	Depth 2	79,790
AbstractFFTs	Depth 2	78,683
Setfield	Depth 2	77,564
CompositionsBase	Depth 2	77,400
SimpleTraits	Depth 2	75,096
QuadGK	Depth 2	74,841
Distances	Depth 2	70,570
TensorCore	Depth 2	66,277
DelimitedFiles	Depth 2	65,045
Inflate	Depth 2	64,212
Roots	Depth 2	63,341
InlineStrings	Depth 2	62,941
SentinelArrays	Depth 2	61,567
InvertedIndices	Depth 2	59,923
PooledArrays	Depth 2	56,354
Parameters	Depth 2	49,309
EnzymeCore	Depth 2	45,871
ArnoldiMethod	Depth 2	44,677
Combinatorics	Depth 2	43,720
Functors	Depth 2	43,666
ZygoteRules	Depth 2	42,055
NNlib	Depth 2	41,036
GPUArrays	Depth 2	38,395
IRTools	Depth 2	31,329
ChainRules	Depth 2	31,224
NearestNeighbors	Depth 2	30,545
BFloat16s	Depth 2	30,355
ProgressLogging	Depth 2	29,713
CodeTracking	Depth 2	27,498
LRUCache	Depth 2	17,749
Arpack	Depth 2	15,784
MLJModelInterface	Depth 2	14,449
StatisticalTraits	Depth 2	13,009
ComputationalResources	Depth 2	12,299
DensityInterface	Depth 2	12,031
ShowCases	Depth 2	11,952
MLDataDevices	Depth 2	11,669
MLCore	Depth 2	10,061
Measurements	Depth 2	9,241
MetaGraphs	Depth 2	9,171
OneHotArrays	Depth 2	8,314
ScientificTypes	Depth 2	6,524
Artifacts	Depth 2	4,641
TOML	Depth 2	4,412
DecisionTree	Depth 2	4,347
ThreadsX	Depth 2	3,470
CategoricalDistributions	Depth 2	2,736
LearnAPI	Depth 2	2,164
StatisticalMeasuresBase	Depth 2	2,094
CliqueTrees	Depth 2	1,950
Memoization	Depth 2	1,089
LogarithmicNumbers	Depth 2	631
TabularDisplay	Depth 2	285
Parsers	Depth 3	222,363
DocStringExtensions	Depth 3	181,882
StaticArrays	Depth 3	179,755
StaticArraysCore	Depth 3	164,298
OpenSpecFun_jll	Depth 3	154,337
Crayons	Depth 3	112,908
LaTeXStrings	Depth 3	103,110
InverseFunctions	Depth 3	101,131
CommonSolve	Depth 3	87,848
Accessors	Depth 3	86,308
PtrArrays	Depth 3	85,789
StringManipulation	Depth 3	80,957
ColorTypes	Depth 3	79,442
HypergeometricFunctions	Depth 3	74,356
Rmath	Depth 3	69,612
AbstractTrees	Depth 3	67,746
StructArrays	Depth 3	66,443
SciMLPublic	Depth 3	65,349
ScopedValues	Depth 3	61,569
UnPack	Depth 3	54,404
RealDot	Depth 3	48,162
KernelAbstractions	Depth 3	48,129
Atomix	Depth 3	45,742
LLVM	Depth 3	42,794
Format	Depth 3	36,153
ArgCheck	Depth 3	30,501
SparseInverseSubset	Depth 3	29,744
ChangesOfVariables	Depth 3	24,464
Calculus	Depth 3	23,933
BangBang	Depth 3	21,981
InitialValues	Depth 3	20,002
Transducers	Depth 3	19,470
Arpack_jll	Depth 3	15,664
MicroCollections	Depth 3	15,460
SplittablesBase	Depth 3	14,935
ScientificTypesBase	Depth 3	12,967
Referenceables	Depth 3	5,629
ScikitLearnBase	Depth 3	5,108
UnicodePlots	Depth 3	4,831
FixedSizeArrays	Depth 3	2,932
OpenLibm_jll	Depth 3	2,077
SHA	Depth 3	56
Rmath_jll	Depth 4	83,680
CEnum	Depth 4	82,691
FixedPointNumbers	Depth 4	82,163
ColorSchemes	Depth 4	63,660
Gamma	Depth 4	55,509
HashArrayMappedTries	Depth 4	53,396
Contour	Depth 4	53,225
UnsafeAtomics	Depth 4	45,977
LLVMExtra_jll	Depth 4	39,522
DefineSingletons	Depth 4	14,726
Baselet	Depth 4	14,661
MarchingCubes	Depth 4	4,089
Collects	Depth 4	2,931
Colors	Depth 5	85,928
ColorVectorSpace	Depth 5	71,569

Dependents

4 packages (4 direct) · 41 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	31
TaijaParallel	Direct	9
CounterfactualTraining	Direct	1
AlgorithmicRecourseDynamics	Direct	0