CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Jun 30, 2026

Cumulative

Downloads last 30 days: 70
Downloads last week: 39
Downloads last day: 4
Downloads last 30 days: 70
Downloads last week: 39
Downloads last day: 4

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

165 packages (24 direct, 141 transitive)

Package	Depth ↑	Downloads ↓
ForwardDiff	Direct	290,396
Tables	Direct	220,622
StatsBase	Direct	217,678
ChainRulesCore	Direct	206,628
Distributions	Direct	123,614
ProgressMeter	Direct	118,558
DataFrames	Direct	104,205
DifferentiationInterface	Direct	86,953
Graphs	Direct	77,710
Statistics	Direct	77,098
CategoricalArrays	Direct	72,648
Optimisers	Direct	69,629
Zygote	Direct	50,655
PackageExtensionCompat	Direct	38,978
MultivariateStats	Direct	13,956
MLUtils	Direct	13,102
Flux	Direct	12,010
MLJBase	Direct	2,672
KernelFunctions	Direct	848
MLJDecisionTreeInterface	Direct	762
LazyArtifacts	Direct	601
CausalInference	Direct	114
TaijaBase	Direct	46
EnergySamplers	Direct	45
Preferences	Depth 2	472,379
Compat	Depth 2	459,116
PrecompileTools	Depth 2	415,550
OrderedCollections	Depth 2	400,318
NaNMath	Depth 2	356,847
LogExpFunctions	Depth 2	339,795
DataStructures	Depth 2	330,433
SpecialFunctions	Depth 2	328,984
Adapt	Depth 2	323,308
MacroTools	Depth 2	292,925
IrrationalConstants	Depth 2	292,198
Requires	Depth 2	275,889
DataAPI	Depth 2	258,262
ConstructionBase	Depth 2	255,201
DiffRules	Depth 2	251,062
CommonSubexpressions	Depth 2	232,724
DiffResults	Depth 2	232,259
Reexport	Depth 2	223,384
RecipesBase	Depth 2	223,214
SortingAlgorithms	Depth 2	218,961
IteratorInterfaceExtensions	Depth 2	214,467
OffsetArrays	Depth 2	208,301
TableTraits	Depth 2	204,183
DataValueInterfaces	Depth 2	203,412
Missings	Depth 2	179,507
StatsAPI	Depth 2	173,224
TensorCore	Depth 2	170,961
FillArrays	Depth 2	153,263
AbstractFFTs	Depth 2	152,619
SimpleTraits	Depth 2	152,091
Setfield	Depth 2	144,428
Distances	Depth 2	142,776
AliasTables	Depth 2	132,397
GPUArraysCore	Depth 2	131,030
PrettyTables	Depth 2	129,824
SentinelArrays	Depth 2	129,544
InlineStrings	Depth 2	126,910
Inflate	Depth 2	124,811
ADTypes	Depth 2	123,291
InvertedIndices	Depth 2	118,334
StatsFuns	Depth 2	113,879
DelimitedFiles	Depth 2	113,816
PDMats	Depth 2	103,174
PooledArrays	Depth 2	99,712
QuadGK	Depth 2	97,814
EnzymeCore	Depth 2	95,457
CompositionsBase	Depth 2	90,212
Parameters	Depth 2	85,346
NNlib	Depth 2	82,549
Functors	Depth 2	80,519
ArnoldiMethod	Depth 2	77,731
ProgressLogging	Depth 2	72,827
GPUArrays	Depth 2	59,953
ZygoteRules	Depth 2	57,485
Combinatorics	Depth 2	53,919
IRTools	Depth 2	53,626
Roots	Depth 2	52,319
ChainRules	Depth 2	51,349
NearestNeighbors	Depth 2	46,782
CodeTracking	Depth 2	39,177
MLDataDevices	Depth 2	35,908
ComputationalResources	Depth 2	30,036
MLJModelInterface	Depth 2	29,455
MetaGraphs	Depth 2	27,417
StatisticalTraits	Depth 2	26,778
Measurements	Depth 2	24,576
LRUCache	Depth 2	22,542
Arpack	Depth 2	15,826
ShowCases	Depth 2	12,910
MLCore	Depth 2	12,255
DensityInterface	Depth 2	11,882
OneHotArrays	Depth 2	10,619
ScientificTypes	Depth 2	8,695
DecisionTree	Depth 2	8,200
ThreadsX	Depth 2	4,068
CategoricalDistributions	Depth 2	2,563
StatisticalMeasuresBase	Depth 2	2,192
TOML	Depth 2	2,158
LearnAPI	Depth 2	2,027
Artifacts	Depth 2	1,463
CliqueTrees	Depth 2	1,310
Memoization	Depth 2	958
LogarithmicNumbers	Depth 2	176
TabularDisplay	Depth 2	120
Parsers	Depth 3	485,710
ScopedValues	Depth 3	368,013
StaticArraysCore	Depth 3	307,604
DocStringExtensions	Depth 3	307,302
StaticArrays	Depth 3	294,884
OpenSpecFun_jll	Depth 3	270,339
Crayons	Depth 3	187,263
ColorTypes	Depth 3	168,404
LaTeXStrings	Depth 3	159,800
PtrArrays	Depth 3	151,467
InverseFunctions	Depth 3	132,691
StringManipulation	Depth 3	118,944
SciMLPublic	Depth 3	118,652
StructArrays	Depth 3	113,816
CommonSolve	Depth 3	106,179
RealDot	Depth 3	105,734
Accessors	Depth 3	103,597
AbstractTrees	Depth 3	96,750
KernelAbstractions	Depth 3	94,515
Atomix	Depth 3	92,918
UnPack	Depth 3	90,773
Format	Depth 3	81,843
Rmath	Depth 3	74,659
HypergeometricFunctions	Depth 3	66,249
LLVM	Depth 3	63,923
SparseInverseSubset	Depth 3	46,051
Calculus	Depth 3	42,628
ArgCheck	Depth 3	39,698
BangBang	Depth 3	29,292
ScientificTypesBase	Depth 3	26,895
InitialValues	Depth 3	23,169
ChangesOfVariables	Depth 3	21,771
Transducers	Depth 3	19,925
MicroCollections	Depth 3	19,372
SplittablesBase	Depth 3	19,194
Arpack_jll	Depth 3	16,255
ScikitLearnBase	Depth 3	8,749
Referenceables	Depth 3	6,150
UnicodePlots	Depth 3	5,718
FixedSizeArrays	Depth 3	1,949
OpenLibm_jll	Depth 3	1,209
SHA	Depth 3	157
HashArrayMappedTries	Depth 4	354,609
FixedPointNumbers	Depth 4	196,660
CEnum	Depth 4	153,385
ColorSchemes	Depth 4	130,015
Contour	Depth 4	106,682
UnsafeAtomics	Depth 4	93,294
Rmath_jll	Depth 4	72,715
LLVMExtra_jll	Depth 4	54,856
DefineSingletons	Depth 4	19,106
Baselet	Depth 4	19,087
MarchingCubes	Depth 4	4,512
Collects	Depth 4	1,947
Gamma	Depth 4	876
Colors	Depth 5	178,563
ColorVectorSpace	Depth 5	178,480

Dependents

3 packages (3 direct) · 44 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	26
TaijaParallel	Direct	18
AlgorithmicRecourseDynamics	Direct	0