CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Nov 4, 2026

Cumulative

Downloads last 30 days: 156
Downloads last week: 34
Downloads last day: 3
Downloads last 30 days: 156
Downloads last week: 34
Downloads last day: 3

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

188 packages (24 direct, 164 transitive)


Tables	Direct	683,008
ForwardDiff	Direct	639,746
StatsBase	Direct	571,190
ChainRulesCore	Direct	525,180
Distributions	Direct	412,581
Statistics	Direct	407,574
DifferentiationInterface	Direct	361,960
ProgressMeter	Direct	353,071
DataFrames	Direct	257,999
Graphs	Direct	165,932
CategoricalArrays	Direct	126,838
Optimisers	Direct	122,435
Zygote	Direct	118,689
MultivariateStats	Direct	116,162
MLUtils	Direct	65,124
PackageExtensionCompat	Direct	63,906
Flux	Direct	62,459
MLJBase	Direct	41,062
KernelFunctions	Direct	37,774
LazyArtifacts	Direct	2,087
MLJDecisionTreeInterface	Direct	1,638
CausalInference	Direct	342
EnergySamplers	Direct	319
TaijaBase	Direct	212
Preferences	Depth 2	1,191,062
OrderedCollections	Depth 2	1,009,733
PrecompileTools	Depth 2	968,313
LogExpFunctions	Depth 2	877,249
Compat	Depth 2	872,764
SpecialFunctions	Depth 2	818,322
DataStructures	Depth 2	801,520
IrrationalConstants	Depth 2	779,466
MacroTools	Depth 2	739,598
NaNMath	Depth 2	711,197
Adapt	Depth 2	702,634
DataAPI	Depth 2	701,081
Reexport	Depth 2	677,867
FillArrays	Depth 2	668,579
ConstructionBase	Depth 2	624,235
IteratorInterfaceExtensions	Depth 2	614,991
TableTraits	Depth 2	606,698
DataValueInterfaces	Depth 2	606,196
SortingAlgorithms	Depth 2	603,443
Missings	Depth 2	591,373
DiffRules	Depth 2	560,272
DiffResults	Depth 2	553,624
CommonSubexpressions	Depth 2	553,615
StatsAPI	Depth 2	528,302
Requires	Depth 2	526,216
RecipesBase	Depth 2	494,129
AliasTables	Depth 2	461,714
PrettyTables	Depth 2	452,446
Setfield	Depth 2	423,983
ADTypes	Depth 2	414,528
StatsFuns	Depth 2	410,451
PDMats	Depth 2	394,724
CompositionsBase	Depth 2	394,133
OffsetArrays	Depth 2	386,970
Roots	Depth 2	386,674
QuadGK	Depth 2	367,837
GPUArraysCore	Depth 2	363,366
SentinelArrays	Depth 2	352,732
InlineStrings	Depth 2	344,253
AbstractFFTs	Depth 2	336,107
InvertedIndices	Depth 2	320,687
DelimitedFiles	Depth 2	320,186
PooledArrays	Depth 2	303,441
Distances	Depth 2	275,950
SimpleTraits	Depth 2	271,759
TensorCore	Depth 2	266,850
EnzymeCore	Depth 2	254,270
Inflate	Depth 2	216,471
Functors	Depth 2	202,600
Combinatorics	Depth 2	189,180
Parameters	Depth 2	174,304
NearestNeighbors	Depth 2	164,547
ArnoldiMethod	Depth 2	161,996
ZygoteRules	Depth 2	140,859
NNlib	Depth 2	138,474
GPUArrays	Depth 2	128,568
ProgressLogging	Depth 2	126,210
ChainRules	Depth 2	125,941
IRTools	Depth 2	120,165
StatisticalTraits	Depth 2	119,728
MLJModelInterface	Depth 2	116,786
Arpack	Depth 2	107,459
CodeTracking	Depth 2	104,793
BFloat16s	Depth 2	88,638
LRUCache	Depth 2	83,676
MLDataDevices	Depth 2	77,216
ComputationalResources	Depth 2	70,422
Measurements	Depth 2	68,908
ShowCases	Depth 2	67,446
MLCore	Depth 2	61,384
OneHotArrays	Depth 2	54,971
ScientificTypes	Depth 2	48,152
CategoricalDistributions	Depth 2	40,584
StatisticalMeasuresBase	Depth 2	39,563
LearnAPI	Depth 2	39,520
MetaGraphs	Depth 2	29,719
ThreadsX	Depth 2	19,786
DecisionTree	Depth 2	17,243
Artifacts	Depth 2	9,646
TOML	Depth 2	9,020
CliqueTrees	Depth 2	4,651
Memoization	Depth 2	3,397
LogarithmicNumbers	Depth 2	1,295
TabularDisplay	Depth 2	453
DocStringExtensions	Depth 3	841,358
StaticArrays	Depth 3	802,400
StaticArraysCore	Depth 3	719,691
OpenSpecFun_jll	Depth 3	694,874
InverseFunctions	Depth 3	533,677
LaTeXStrings	Depth 3	500,835
PtrArrays	Depth 3	472,424
Crayons	Depth 3	468,503
StringManipulation	Depth 3	435,969
Accessors	Depth 3	425,745
ColorTypes	Depth 3	417,819
CommonSolve	Depth 3	407,368
HypergeometricFunctions	Depth 3	381,127
Rmath	Depth 3	353,504
SciMLPublic	Depth 3	338,559
AbstractTrees	Depth 3	274,213
ScopedValues	Depth 3	268,590
StructArrays	Depth 3	243,901
UnPack	Depth 3	235,473
Atomix	Depth 3	206,307
KernelAbstractions	Depth 3	199,673
LLVM	Depth 3	190,747
RealDot	Depth 3	169,900
Format	Depth 3	143,741
ArgCheck	Depth 3	135,587
SparseInverseSubset	Depth 3	115,237
ScientificTypesBase	Depth 3	114,994
Transducers	Depth 3	111,223
Arpack_jll	Depth 3	107,374
BangBang	Depth 3	103,409
Calculus	Depth 3	96,878
StyledStrings	Depth 3	88,884
MicroCollections	Depth 3	79,215
SplittablesBase	Depth 3	79,026
InitialValues	Depth 3	66,600
ChangesOfVariables	Depth 3	59,151
Referenceables	Depth 3	26,006
ScikitLearnBase	Depth 3	20,281
UnicodePlots	Depth 3	17,962
AcceleratedKernels	Depth 3	17,195
FixedSizeArrays	Depth 3	9,643
OpenLibm_jll	Depth 3	3,905
SHA	Depth 3	426
Rmath_jll	Depth 4	381,621
CEnum	Depth 4	351,018
FixedPointNumbers	Depth 4	329,601
Gamma	Depth 4	285,827
HashArrayMappedTries	Depth 4	229,515
ColorSchemes	Depth 4	226,020
UnsafeAtomics	Depth 4	196,591
LLVMExtra_jll	Depth 4	176,487
Contour	Depth 4	171,638
GPUCompiler	Depth 4	88,151
DefineSingletons	Depth 4	78,716
Baselet	Depth 4	78,600
RandomNumbers	Depth 4	68,968
Random123	Depth 4	57,816
GPUToolbox	Depth 4	51,116
SPIRVIntrinsics	Depth 4	16,416
MarchingCubes	Depth 4	15,673
SPIRV_LLVM_Backend_jll	Depth 4	15,257
SPIRV_Tools_jll	Depth 4	14,617
pocl_standalone_jll	Depth 4	13,909
KernelInterface	Depth 4	12,788
Collects	Depth 4	8,637
CheckedSizeProduct	Depth 4	5,759
LightBoundsErrors	Depth 4	5,673
Colors	Depth 5	382,360
ExprTools	Depth 5	377,063
ColorVectorSpace	Depth 5	260,528
Tracy	Depth 5	46,522
CompilerCaching	Depth 5	40,430
tree_sitter_gcn_jll	Depth 5	32,027
tree_sitter_ptx_jll	Depth 5	32,016
tree_sitter_spirv_jll	Depth 5	32,013
tree_sitter_llvm_jll	Depth 5	31,977
Scratch	Depth 6	432,922
LibTracyClient_jll	Depth 6	46,749
LMDB	Depth 6	36,983
LMDB_jll	Depth 7	39,536

Dependents

4 packages (4 direct) · 15 downloads (last 30 days)


TaijaPlotting	Direct	10
TaijaParallel	Direct	5
AlgorithmicRecourseDynamics	Direct	0
CounterfactualTraining	Direct	0