CounterfactualExplanations

JuliaHub·Source·Documentation

Last updated: Oct 15, 2026

Cumulative

Downloads last 30 days: 190
Downloads last week: 106
Downloads last day: 66
Downloads last 30 days: 190
Downloads last week: 106
Downloads last day: 66

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

190 packages (24 direct, 166 transitive)

Package	Depth ↑	Downloads ↓
Tables	Direct	764,752
StatsBase	Direct	665,444
ForwardDiff	Direct	635,462
Statistics	Direct	480,110
ChainRulesCore	Direct	477,060
Distributions	Direct	468,290
DifferentiationInterface	Direct	346,193
DataFrames	Direct	303,243
ProgressMeter	Direct	268,097
Graphs	Direct	225,057
MultivariateStats	Direct	189,288
Optimisers	Direct	102,979
CategoricalArrays	Direct	94,929
Zygote	Direct	91,829
PackageExtensionCompat	Direct	67,829
MLUtils	Direct	31,148
Flux	Direct	30,747
MLJBase	Direct	9,069
KernelFunctions	Direct	5,275
LazyArtifacts	Direct	2,452
MLJDecisionTreeInterface	Direct	1,839
CausalInference	Direct	598
EnergySamplers	Direct	366
TaijaBase	Direct	288
Preferences	Depth 2	1,233,865
OrderedCollections	Depth 2	1,040,203
PrecompileTools	Depth 2	931,110
Compat	Depth 2	879,341
DataStructures	Depth 2	868,971
SpecialFunctions	Depth 2	867,298
LogExpFunctions	Depth 2	839,024
MacroTools	Depth 2	766,350
Adapt	Depth 2	764,352
NaNMath	Depth 2	752,229
IrrationalConstants	Depth 2	737,415
DataAPI	Depth 2	707,209
Reexport	Depth 2	690,012
FillArrays	Depth 2	682,788
SortingAlgorithms	Depth 2	672,127
ConstructionBase	Depth 2	634,519
IteratorInterfaceExtensions	Depth 2	606,824
TableTraits	Depth 2	594,507
DataValueInterfaces	Depth 2	591,506
Requires	Depth 2	591,361
Missings	Depth 2	559,554
RecipesBase	Depth 2	543,301
StatsAPI	Depth 2	532,941
DiffRules	Depth 2	497,721
DiffResults	Depth 2	484,966
CommonSubexpressions	Depth 2	484,612
CompositionsBase	Depth 2	465,392
Roots	Depth 2	465,004
StatsFuns	Depth 2	462,556
AliasTables	Depth 2	454,815
PDMats	Depth 2	447,444
PrettyTables	Depth 2	438,100
ADTypes	Depth 2	425,055
OffsetArrays	Depth 2	393,943
QuadGK	Depth 2	354,726
InlineStrings	Depth 2	354,592
Setfield	Depth 2	345,117
AbstractFFTs	Depth 2	343,887
InvertedIndices	Depth 2	324,600
SentinelArrays	Depth 2	319,047
DelimitedFiles	Depth 2	318,022
GPUArraysCore	Depth 2	316,414
PooledArrays	Depth 2	308,153
SimpleTraits	Depth 2	307,712
TensorCore	Depth 2	294,527
Inflate	Depth 2	284,509
Distances	Depth 2	269,202
ArnoldiMethod	Depth 2	224,777
NearestNeighbors	Depth 2	222,869
Combinatorics	Depth 2	221,721
Functors	Depth 2	215,592
EnzymeCore	Depth 2	185,097
Parameters	Depth 2	168,550
ZygoteRules	Depth 2	124,127
NNlib	Depth 2	123,307
CodeTracking	Depth 2	102,582
GPUArrays	Depth 2	101,351
Arpack	Depth 2	98,954
ProgressLogging	Depth 2	98,420
BFloat16s	Depth 2	92,934
IRTools	Depth 2	90,116
ChainRules	Depth 2	88,941
StatisticalTraits	Depth 2	76,646
MLJModelInterface	Depth 2	76,232
LRUCache	Depth 2	73,345
MLDataDevices	Depth 2	41,659
Measurements	Depth 2	37,312
ComputationalResources	Depth 2	36,559
ShowCases	Depth 2	36,285
DensityInterface	Depth 2	34,448
MLCore	Depth 2	28,843
MetaGraphs	Depth 2	27,626
OneHotArrays	Depth 2	22,293
ScientificTypes	Depth 2	18,016
DecisionTree	Depth 2	16,007
ThreadsX	Depth 2	15,606
Artifacts	Depth 2	9,992
TOML	Depth 2	9,546
CategoricalDistributions	Depth 2	8,065
LearnAPI	Depth 2	6,506
StatisticalMeasuresBase	Depth 2	6,268
CliqueTrees	Depth 2	5,657
Memoization	Depth 2	4,254
LogarithmicNumbers	Depth 2	2,282
TabularDisplay	Depth 2	948
StaticArrays	Depth 3	909,127
DocStringExtensions	Depth 3	784,616
StaticArraysCore	Depth 3	754,629
OpenSpecFun_jll	Depth 3	696,714
LaTeXStrings	Depth 3	587,152
InverseFunctions	Depth 3	559,644
CommonSolve	Depth 3	505,365
Accessors	Depth 3	486,179
Crayons	Depth 3	469,812
PtrArrays	Depth 3	467,447
StringManipulation	Depth 3	422,265
HypergeometricFunctions	Depth 3	419,588
ColorTypes	Depth 3	403,287
SciMLPublic	Depth 3	377,365
Rmath	Depth 3	334,216
AbstractTrees	Depth 3	299,695
ScopedValues	Depth 3	229,877
Format	Depth 3	212,317
StructArrays	Depth 3	209,728
UnPack	Depth 3	194,642
Atomix	Depth 3	179,829
KernelAbstractions	Depth 3	175,663
RealDot	Depth 3	140,818
LLVM	Depth 3	131,518
Arpack_jll	Depth 3	98,349
ArgCheck	Depth 3	98,158
SparseInverseSubset	Depth 3	87,661
ScientificTypesBase	Depth 3	74,810
BangBang	Depth 3	74,785
InitialValues	Depth 3	69,806
Calculus	Depth 3	68,926
ChangesOfVariables	Depth 3	62,391
StyledStrings	Depth 3	52,656
Transducers	Depth 3	50,343
MicroCollections	Depth 3	44,153
SplittablesBase	Depth 3	43,716
Referenceables	Depth 3	22,043
ScikitLearnBase	Depth 3	19,360
UnicodePlots	Depth 3	18,503
FixedSizeArrays	Depth 3	9,646
AcceleratedKernels	Depth 3	9,186
OpenLibm_jll	Depth 3	4,334
SHA	Depth 3	555
Rmath_jll	Depth 4	434,558
Gamma	Depth 4	389,170
FixedPointNumbers	Depth 4	363,291
CEnum	Depth 4	329,969
ColorSchemes	Depth 4	258,733
Contour	Depth 4	233,740
HashArrayMappedTries	Depth 4	205,967
UnsafeAtomics	Depth 4	174,775
LLVMExtra_jll	Depth 4	118,123
SIMD	Depth 4	109,010
GPUCompiler	Depth 4	80,748
RandomNumbers	Depth 4	67,584
Random123	Depth 4	52,345
DefineSingletons	Depth 4	43,268
Baselet	Depth 4	43,151
GPUToolbox	Depth 4	32,746
MarchingCubes	Depth 4	16,137
Collects	Depth 4	9,661
SPIRV_Tools_jll	Depth 4	2,536
SPIRVIntrinsics	Depth 4	2,435
SPIRV_LLVM_Backend_jll	Depth 4	2,304
LightBoundsErrors	Depth 4	1,254
CheckedSizeProduct	Depth 4	981
pocl_standalone_jll	Depth 4	555
KernelInterface	Depth 4	356
Colors	Depth 5	391,352
ExprTools	Depth 5	351,252
ColorVectorSpace	Depth 5	305,816
Tracy	Depth 5	37,833
CompilerCaching	Depth 5	19,865
tree_sitter_gcn_jll	Depth 5	15,228
tree_sitter_spirv_jll	Depth 5	15,189
tree_sitter_ptx_jll	Depth 5	15,185
tree_sitter_llvm_jll	Depth 5	15,185
Scratch	Depth 6	446,818
LibTracyClient_jll	Depth 6	38,212
LMDB	Depth 6	18,802
LMDB_jll	Depth 7	18,786

Dependents

4 packages (4 direct) · 19 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
TaijaPlotting	Direct	17
TaijaParallel	Direct	2
CounterfactualTraining	Direct	0
AlgorithmicRecourseDynamics	Direct	0