DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: Aug 24, 2026

Cumulative

Downloads last 30 days: 27
Downloads last week: 2
Downloads last day: 1
Downloads last 30 days: 27
Downloads last week: 2
Downloads last day: 1

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

200 packages (23 direct, 177 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	351,821
DocStringExtensions	Direct	301,616
Requires	Direct	244,908
StatsBase	Direct	218,012
LaTeXStrings	Direct	197,306
FileIO	Direct	144,815
Distributions	Direct	144,684
Statistics	Direct	89,161
IterTools	Direct	85,400
Combinatorics	Direct	75,514
Graphs	Direct	72,479
JuMP	Direct	43,083
Flux	Direct	22,427
Ipopt	Direct	17,964
SimpleWeightedGraphs	Direct	15,615
Images	Direct	13,330
HiGHS	Direct	12,079
DataDeps	Direct	10,890
NPZ	Direct	5,156
Metalhead	Direct	981
SCIP	Direct	980
InferOpt	Direct	175
ConstrainedShortestPaths	Direct	167
OrderedCollections	Depth 2	394,702
Preferences	Depth 2	390,340
Parsers	Depth 2	381,938
Compat	Depth 2	374,012
PrecompileTools	Depth 2	366,113
DataStructures	Depth 2	339,567
SpecialFunctions	Depth 2	338,672
StaticArrays	Depth 2	320,372
LogExpFunctions	Depth 2	311,067
MacroTools	Depth 2	292,773
IrrationalConstants	Depth 2	271,784
Adapt	Depth 2	265,825
DataAPI	Depth 2	256,373
Reexport	Depth 2	249,841
SortingAlgorithms	Depth 2	234,008
StructUtils	Depth 2	225,716
FillArrays	Depth 2	221,715
Missings	Depth 2	198,002
StatsAPI	Depth 2	187,716
ChainRulesCore	Depth 2	181,096
Scratch	Depth 2	169,207
PDMats	Depth 2	153,869
StatsFuns	Depth 2	145,184
AliasTables	Depth 2	140,428
ADTypes	Depth 2	135,489
Setfield	Depth 2	132,356
SimpleTraits	Depth 2	125,246
QuadGK	Depth 2	124,837
Roots	Depth 2	114,713
Inflate	Depth 2	105,176
MutableArithmetics	Depth 2	82,147
EnzymeCore	Depth 2	77,574
ArnoldiMethod	Depth 2	76,040
ImageCore	Depth 2	73,931
Functors	Depth 2	73,559
JLD2	Depth 2	69,483
MathOptInterface	Depth 2	68,874
IndirectArrays	Depth 2	67,440
NNlib	Depth 2	66,479
GPUArrays	Depth 2	65,772
ImageBase	Depth 2	65,045
OpenBLAS32_jll	Depth 2	53,706
ImageMetadata	Depth 2	52,546
ImageAxes	Depth 2	52,514
Zygote	Depth 2	51,553
ImageIO	Depth 2	51,350
ProgressLogging	Depth 2	49,632
BFloat16s	Depth 2	48,969
Optimisers	Depth 2	48,911
Graphics	Depth 2	41,869
CUDA	Depth 2	33,445
ZipFile	Depth 2	21,313
Ipopt_jll	Depth 2	20,325
MLUtils	Depth 2	20,146
MLDataDevices	Depth 2	19,428
DensityInterface	Depth 2	19,311
TiledIteration	Depth 2	17,689
MLCore	Depth 2	16,785
ImageFiltering	Depth 2	16,301
ImageTransformations	Depth 2	16,229
ImageMagick	Depth 2	15,356
ImageShow	Depth 2	15,079
ImageMorphology	Depth 2	14,740
ImageContrastAdjustment	Depth 2	13,848
OneHotArrays	Depth 2	13,618
ImageDistances	Depth 2	13,392
ImageQualityIndexes	Depth 2	13,010
HiGHS_jll	Depth 2	12,698
BSON	Depth 2	11,300
ImageSegmentation	Depth 2	10,445
MathOptIIS	Depth 2	9,826
IntegralArrays	Depth 2	9,812
ImageBinarization	Depth 2	8,619
ImageCorners	Depth 2	8,556
Artifacts	Depth 2	7,404
SCIP_jll	Depth 2	2,586
PartialFunctions	Depth 2	2,272
Downloads	Depth 2	2,205
LazyArtifacts	Depth 2	1,627
SCIP_PaPILO_jll	Depth 2	1,096
FrankWolfe	Depth 2	526
ImplicitDifferentiation	Depth 2	393
p7zip_jll	Depth 2	334
PiecewiseLinearFunctions	Depth 2	207
SHA	Depth 2	152
DifferentiableExpectations	Depth 2	149
DifferentiableFrankWolfe	Depth 2	43
StaticArraysCore	Depth 3	276,239
NaNMath	Depth 3	276,007
OpenSpecFun_jll	Depth 3	256,463
Tables	Depth 3	253,723
ForwardDiff	Depth 3	249,601
ConstructionBase	Depth 3	225,490
CodecZlib	Depth 3	222,375
DiffRules	Depth 3	217,445
RecipesBase	Depth 3	184,904
InverseFunctions	Depth 3	169,228
OffsetArrays	Depth 3	161,915
CommonSolve	Depth 3	156,257
Accessors	Depth 3	150,746
PtrArrays	Depth 3	148,708
Colors	Depth 3	141,433
FixedPointNumbers	Depth 3	140,091
GPUArraysCore	Depth 3	136,223
ColorTypes	Depth 3	135,293
AbstractFFTs	Depth 3	131,645
HypergeometricFunctions	Depth 3	128,130
ColorVectorSpace	Depth 3	120,148
Rmath	Depth 3	118,310
Distances	Depth 3	115,275
SciMLPublic	Depth 3	114,461
TimerOutputs	Depth 3	113,495
ProgressMeter	Depth 3	111,669
DelimitedFiles	Depth 3	110,513
IntervalSets	Depth 3	108,698
ColorSchemes	Depth 3	102,464
ScopedValues	Depth 3	101,219
DifferentiationInterface	Depth 3	96,513
Parameters	Depth 3	83,979
StaticArrayInterface	Depth 3	83,209
MappedArrays	Depth 3	83,012
KernelAbstractions	Depth 3	81,145
FFTW	Depth 3	80,576
Interpolations	Depth 3	78,621
Atomix	Depth 3	77,047
LLVM	Depth 3	74,274
ZygoteRules	Depth 3	74,050
PaddedViews	Depth 3	71,976
MosaicViews	Depth 3	71,151
StackViews	Depth 3	69,967
AxisAlgorithms	Depth 3	67,571
CodecBzip2	Depth 3	59,648
LoopVectorization	Depth 3	58,424
Sixel	Depth 3	56,984
AxisArrays	Depth 3	54,387
PNGFiles	Depth 3	54,038
IRTools	Depth 3	53,455
Polynomials	Depth 3	52,976
TiffImages	Depth 3	52,235
ChainRules	Depth 3	51,345
CodeTracking	Depth 3	51,000
Netpbm	Depth 3	49,512
LazyModules	Depth 3	49,156
OpenEXR	Depth 3	48,640
QOI	Depth 3	48,550
JpegTurbo	Depth 3	48,132
WebP	Depth 3	44,821
ChunkCodecLibZlib	Depth 3	43,909
GenericSchur	Depth 3	39,611
ChangesOfVariables	Depth 3	37,905
ChunkCodecLibZstd	Depth 3	36,538
Rotations	Depth 3	28,500
Clustering	Depth 3	25,212
KrylovKit	Depth 3	25,038
Arpack	Depth 3	24,900
ShowCases	Depth 3	20,209
CoordinateTransformations	Depth 3	20,145
ComputationalResources	Depth 3	19,823
CatIndices	Depth 3	17,507
ImageMagick_jll	Depth 3	16,753
FFTViews	Depth 3	15,520
MetaGraphs	Depth 3	14,332
RegionTrees	Depth 3	11,188
HistogramThresholding	Depth 3	8,624
CUDACore	Depth 3	7,722
cuSOLVER	Depth 3	7,566
cuSPARSE	Depth 3	7,547
cuBLAS	Depth 3	7,541
cuFFT	Depth 3	7,535
cuRAND	Depth 3	7,535
CUDATools	Depth 3	7,534
TOML	Depth 3	7,161
OhMyThreads	Depth 3	6,931
Zlib_jll	Depth 3	5,376
Hungarian	Depth 3	3,993
OpenLibm_jll	Depth 3	3,417
NetworkOptions	Depth 3	3,038

Dependents

1 package (1 direct) · 0 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	0