DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: Oct 1, 2026

Cumulative

Downloads last 30 days: 113
Downloads last week: 1
Downloads last day: 0
Downloads last 30 days: 113
Downloads last week: 1
Downloads last day: 0

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

200 packages (23 direct, 177 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	885,758
DocStringExtensions	Direct	727,238
StatsBase	Direct	625,520
Requires	Direct	576,648
LaTeXStrings	Direct	556,538
Distributions	Direct	441,692
Statistics	Direct	436,573
FileIO	Direct	285,122
Graphs	Direct	208,569
Combinatorics	Direct	201,671
IterTools	Direct	186,560
JuMP	Direct	73,468
HiGHS	Direct	30,792
Ipopt	Direct	28,321
Flux	Direct	27,644
SimpleWeightedGraphs	Direct	26,428
Images	Direct	19,399
DataDeps	Direct	13,070
NPZ	Direct	10,400
SCIP	Direct	2,563
Metalhead	Direct	905
InferOpt	Direct	219
ConstrainedShortestPaths	Direct	167
Preferences	Depth 2	1,143,962
Parsers	Depth 2	980,094
OrderedCollections	Depth 2	943,645
StaticArrays	Depth 2	874,958
PrecompileTools	Depth 2	844,731
SpecialFunctions	Depth 2	827,823
Compat	Depth 2	824,370
DataStructures	Depth 2	804,373
LogExpFunctions	Depth 2	766,173
MacroTools	Depth 2	717,190
Adapt	Depth 2	706,148
IrrationalConstants	Depth 2	685,590
DataAPI	Depth 2	641,903
Reexport	Depth 2	627,395
SortingAlgorithms	Depth 2	618,487
FillArrays	Depth 2	615,122
StructUtils	Depth 2	614,773
Missings	Depth 2	501,668
StatsAPI	Depth 2	482,403
ChainRulesCore	Depth 2	456,441
Scratch	Depth 2	432,176
StatsFuns	Depth 2	422,901
Roots	Depth 2	419,927
PDMats	Depth 2	411,369
AliasTables	Depth 2	403,174
ADTypes	Depth 2	388,961
QuadGK	Depth 2	320,848
Setfield	Depth 2	305,994
SimpleTraits	Depth 2	295,771
Inflate	Depth 2	271,965
ArnoldiMethod	Depth 2	210,414
Functors	Depth 2	202,898
EnzymeCore	Depth 2	156,943
MutableArithmetics	Depth 2	152,410
ImageCore	Depth 2	142,970
JLD2	Depth 2	137,058
ImageBase	Depth 2	128,419
IndirectArrays	Depth 2	124,356
MathOptInterface	Depth 2	122,004
NNlib	Depth 2	119,696
ImageIO	Depth 2	106,310
GPUArrays	Depth 2	100,068
Optimisers	Depth 2	97,118
ImageMetadata	Depth 2	96,074
ImageAxes	Depth 2	95,993
Graphics	Depth 2	94,517
Zygote	Depth 2	90,783
OpenBLAS32_jll	Depth 2	90,529
ProgressLogging	Depth 2	89,583
BFloat16s	Depth 2	85,862
CUDA	Depth 2	48,344
ZipFile	Depth 2	37,695
MLDataDevices	Depth 2	36,575
TiledIteration	Depth 2	35,880
Ipopt_jll	Depth 2	33,916
DensityInterface	Depth 2	33,369
HiGHS_jll	Depth 2	29,282
MLUtils	Depth 2	27,736
ImageFiltering	Depth 2	27,498
MLCore	Depth 2	24,938
ImageTransformations	Depth 2	24,892
MathOptIIS	Depth 2	23,354
ImageMagick	Depth 2	22,636
BSON	Depth 2	22,080
ImageMorphology	Depth 2	21,984
ImageShow	Depth 2	21,290
ImageContrastAdjustment	Depth 2	20,175
ImageDistances	Depth 2	19,498
ImageQualityIndexes	Depth 2	19,218
OneHotArrays	Depth 2	18,856
ImageSegmentation	Depth 2	16,161
IntegralArrays	Depth 2	15,337
ImageBinarization	Depth 2	14,140
ImageCorners	Depth 2	13,928
Artifacts	Depth 2	9,974
SCIP_jll	Depth 2	6,301
Downloads	Depth 2	4,040
SCIP_PaPILO_jll	Depth 2	2,581
LazyArtifacts	Depth 2	2,552
PartialFunctions	Depth 2	2,199
FrankWolfe	Depth 2	1,144
p7zip_jll	Depth 2	627
ImplicitDifferentiation	Depth 2	560
SHA	Depth 2	479
DifferentiableExpectations	Depth 2	283
DifferentiableFrankWolfe	Depth 2	173
PiecewiseLinearFunctions	Depth 2	171
Tables	Depth 3	720,919
NaNMath	Depth 3	714,390
StaticArraysCore	Depth 3	707,485
OpenSpecFun_jll	Depth 3	651,418
ForwardDiff	Depth 3	591,463
ConstructionBase	Depth 3	582,604
CodecZlib	Depth 3	565,658
RecipesBase	Depth 3	519,448
InverseFunctions	Depth 3	512,912
CommonSolve	Depth 3	474,190
DiffRules	Depth 3	459,710
Accessors	Depth 3	447,252
PtrArrays	Depth 3	416,988
HypergeometricFunctions	Depth 3	383,912
OffsetArrays	Depth 3	380,343
ColorTypes	Depth 3	376,791
Colors	Depth 3	364,508
FixedPointNumbers	Depth 3	357,737
SciMLPublic	Depth 3	347,966
AbstractFFTs	Depth 3	330,789
DifferentiationInterface	Depth 3	305,001
ColorVectorSpace	Depth 3	302,727
Rmath	Depth 3	297,903
Interpolations	Depth 3	295,537
GPUArraysCore	Depth 3	286,493
DelimitedFiles	Depth 3	286,455
Distances	Depth 3	262,754
ColorSchemes	Depth 3	261,815
Polynomials	Depth 3	246,324
ProgressMeter	Depth 3	244,155
IntervalSets	Depth 3	226,604
ScopedValues	Depth 3	220,135
TimerOutputs	Depth 3	208,978
AxisAlgorithms	Depth 3	201,128
Atomix	Depth 3	172,945
MappedArrays	Depth 3	170,195
StaticArrayInterface	Depth 3	169,110
KernelAbstractions	Depth 3	166,832
Parameters	Depth 3	163,084
FFTW	Depth 3	160,883
PaddedViews	Depth 3	143,663
MosaicViews	Depth 3	139,945
StackViews	Depth 3	139,571
ZygoteRules	Depth 3	124,369
LLVM	Depth 3	120,692
Sixel	Depth 3	111,000
CodecBzip2	Depth 3	108,907
Arpack	Depth 3	100,218
GenericSchur	Depth 3	99,689
PNGFiles	Depth 3	99,141
TiffImages	Depth 3	97,049
CodeTracking	Depth 3	96,062
LoopVectorization	Depth 3	95,648
Clustering	Depth 3	95,080
AxisArrays	Depth 3	94,276
Netpbm	Depth 3	93,537
ChunkCodecCore	Depth 3	93,477
LazyModules	Depth 3	92,924
OpenEXR	Depth 3	91,629
QOI	Depth 3	91,449
JpegTurbo	Depth 3	90,962
IRTools	Depth 3	89,155
ChunkCodecLibZlib	Depth 3	87,972
ChainRules	Depth 3	87,013
WebP	Depth 3	86,520
ChunkCodecLibZstd	Depth 3	69,539
ChangesOfVariables	Depth 3	61,253
Rotations	Depth 3	50,996
KrylovKit	Depth 3	47,239
CoordinateTransformations	Depth 3	34,990
ComputationalResources	Depth 3	34,652
ShowCases	Depth 3	32,270
CatIndices	Depth 3	31,313
FFTViews	Depth 3	26,808
MetaGraphs	Depth 3	25,696
ImageMagick_jll	Depth 3	23,701
Hungarian	Depth 3	22,314
OhMyThreads	Depth 3	19,379
RegionTrees	Depth 3	16,705
CUDACore	Depth 3	14,355
HistogramThresholding	Depth 3	14,205
cuSOLVER	Depth 3	13,940
cuBLAS	Depth 3	13,927
cuSPARSE	Depth 3	13,917
cuRAND	Depth 3	13,886
CUDATools	Depth 3	13,879
cuFFT	Depth 3	13,874
TOML	Depth 3	9,529
AcceleratedKernels	Depth 3	8,234
Zlib_jll	Depth 3	8,124

Dependents

1 package (1 direct) · 98 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	98