DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: Jun 6, 2026

Cumulative

Downloads last 30 days: 10
Downloads last week: 2
Downloads last day: 0
Downloads last 30 days: 10
Downloads last week: 2
Downloads last day: 0

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

200 packages (23 direct, 177 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	377,355
DocStringExtensions	Direct	304,051
Requires	Direct	281,827
StatsBase	Direct	172,592
LaTeXStrings	Direct	158,443
FileIO	Direct	148,658
Distributions	Direct	121,927
Statistics	Direct	112,255
IterTools	Direct	94,912
Graphs	Direct	65,105
Combinatorics	Direct	50,564
JuMP	Direct	33,514
SimpleWeightedGraphs	Direct	22,394
Images	Direct	20,899
HiGHS	Direct	17,034
Ipopt	Direct	14,428
Flux	Direct	12,596
DataDeps	Direct	11,746
NPZ	Direct	8,130
SCIP	Direct	1,613
Metalhead	Direct	737
InferOpt	Direct	220
ConstrainedShortestPaths	Direct	164
Preferences	Depth 2	417,241
Parsers	Depth 2	403,468
Compat	Depth 2	395,080
PrecompileTools	Depth 2	389,922
OrderedCollections	Depth 2	309,091
DataStructures	Depth 2	307,965
LogExpFunctions	Depth 2	301,210
MacroTools	Depth 2	293,886
SpecialFunctions	Depth 2	288,882
StaticArrays	Depth 2	260,602
IrrationalConstants	Depth 2	257,945
Adapt	Depth 2	249,088
DataAPI	Depth 2	246,038
StructUtils	Depth 2	244,391
Reexport	Depth 2	216,547
Scratch	Depth 2	187,559
SortingAlgorithms	Depth 2	184,726
ChainRulesCore	Depth 2	183,596
Missings	Depth 2	183,057
Setfield	Depth 2	173,159
StatsAPI	Depth 2	164,337
FillArrays	Depth 2	156,883
HTTP	Depth 2	139,676
AliasTables	Depth 2	128,372
SimpleTraits	Depth 2	127,467
ADTypes	Depth 2	112,789
ImageCore	Depth 2	108,432
QuadGK	Depth 2	107,437
Inflate	Depth 2	105,628
ImageBase	Depth 2	102,338
PDMats	Depth 2	98,572
StatsFuns	Depth 2	93,941
IndirectArrays	Depth 2	86,957
EnzymeCore	Depth 2	85,220
Functors	Depth 2	68,109
NNlib	Depth 2	67,845
ArnoldiMethod	Depth 2	67,021
ImageMetadata	Depth 2	65,128
ImageAxes	Depth 2	64,967
MutableArithmetics	Depth 2	64,328
ImageIO	Depth 2	62,769
ProgressLogging	Depth 2	61,264
OpenBLAS32_jll	Depth 2	61,043
Graphics	Depth 2	60,913
ZipFile	Depth 2	59,148
JLD2	Depth 2	58,851
Optimisers	Depth 2	55,958
MathOptInterface	Depth 2	49,320
GPUArrays	Depth 2	47,355
Zygote	Depth 2	43,897
MLDataDevices	Depth 2	31,041
ImageShow	Depth 2	25,746
ImageTransformations	Depth 2	25,534
TiledIteration	Depth 2	23,357
ImageFiltering	Depth 2	22,570
ImageContrastAdjustment	Depth 2	22,398
ImageMorphology	Depth 2	21,971
ImageMagick	Depth 2	21,860
ImageDistances	Depth 2	20,883
ImageQualityIndexes	Depth 2	20,792
ImageSegmentation	Depth 2	18,185
IntegralArrays	Depth 2	17,607
ImageBinarization	Depth 2	17,194
CUDA	Depth 2	17,161
HiGHS_jll	Depth 2	17,068
ImageCorners	Depth 2	17,047
Ipopt_jll	Depth 2	16,355
MathOptIIS	Depth 2	15,551
MLUtils	Depth 2	13,044
MLCore	Depth 2	12,350
DensityInterface	Depth 2	12,009
OneHotArrays	Depth 2	11,267
BSON	Depth 2	6,296
SCIP_jll	Depth 2	2,718
Artifacts	Depth 2	2,060
SCIP_PaPILO_jll	Depth 2	1,560
PartialFunctions	Depth 2	962
LazyArtifacts	Depth 2	504
p7zip_jll	Depth 2	215
DifferentiableExpectations	Depth 2	195
PiecewiseLinearFunctions	Depth 2	166
FrankWolfe	Depth 2	134
SHA	Depth 2	120
ImplicitDifferentiation	Depth 2	94
DifferentiableFrankWolfe	Depth 2	15
NaNMath	Depth 3	290,307
OpenSpecFun_jll	Depth 3	282,118
StaticArraysCore	Depth 3	266,064
ConstructionBase	Depth 3	262,210
DiffRules	Depth 3	247,949
RecipesBase	Depth 3	235,762
ForwardDiff	Depth 3	227,891
Tables	Depth 3	206,357
OffsetArrays	Depth 3	195,376
CodecZlib	Depth 3	188,937
Colors	Depth 3	154,780
FixedPointNumbers	Depth 3	153,908
ColorVectorSpace	Depth 3	152,306
GPUArraysCore	Depth 3	149,557
ColorTypes	Depth 3	149,526
InverseFunctions	Depth 3	148,387
AbstractFFTs	Depth 3	144,750
PtrArrays	Depth 3	144,379
URIs	Depth 3	131,139
ScopedValues	Depth 3	129,912
Distances	Depth 3	127,372
ColorSchemes	Depth 3	124,385
EnumX	Depth 3	124,176
TimerOutputs	Depth 3	123,075
IntervalSets	Depth 3	119,137
MappedArrays	Depth 3	114,107
DifferentiationInterface	Depth 3	113,856
ProgressMeter	Depth 3	110,540
StaticArrayInterface	Depth 3	108,385
PaddedViews	Depth 3	107,668
MosaicViews	Depth 3	107,438
StackViews	Depth 3	105,359
DelimitedFiles	Depth 3	97,804
Interpolations	Depth 3	91,063
SciMLPublic	Depth 3	90,241
Rmath	Depth 3	89,794
Polynomials	Depth 3	89,138
AxisAlgorithms	Depth 3	88,290
FFTW	Depth 3	85,588
Sixel	Depth 3	80,713
HypergeometricFunctions	Depth 3	79,940
Atomix	Depth 3	77,783
KernelAbstractions	Depth 3	77,420
TiffImages	Depth 3	69,351
Parameters	Depth 3	68,826
PNGFiles	Depth 3	66,987
QOI	Depth 3	62,679
LazyModules	Depth 3	62,058
JpegTurbo	Depth 3	61,912
Netpbm	Depth 3	61,844
OpenEXR	Depth 3	61,718
WebP	Depth 3	60,350
LLVM	Depth 3	57,887
LoopVectorization	Depth 3	56,044
AxisArrays	Depth 3	54,150
ZygoteRules	Depth 3	51,908
ChainRules	Depth 3	47,765
ChunkCodecLibZlib	Depth 3	43,814
ChunkCodecLibZstd	Depth 3	43,798
CodecBzip2	Depth 3	43,710
IRTools	Depth 3	43,079
Clustering	Depth 3	39,499
Transducers	Depth 3	36,221
Rotations	Depth 3	31,917
GenericSchur	Depth 3	28,354
CoordinateTransformations	Depth 3	28,335
Arpack	Depth 3	25,994
ImageMagick_jll	Depth 3	25,337
ComputationalResources	Depth 3	24,931
CatIndices	Depth 3	23,758
FFTViews	Depth 3	22,035
MetaGraphs	Depth 3	21,942
KrylovKit	Depth 3	21,388
ChangesOfVariables	Depth 3	21,153
RegionTrees	Depth 3	17,650
HistogramThresholding	Depth 3	17,182
ShowCases	Depth 3	13,940
FLoops	Depth 3	13,590
CUDACore	Depth 3	6,276
cuSOLVER	Depth 3	5,325
CUDATools	Depth 3	5,323
cuFFT	Depth 3	5,322
cuSPARSE	Depth 3	5,292
cuBLAS	Depth 3	5,282
cuRAND	Depth 3	5,276
OhMyThreads	Depth 3	3,538
Hungarian	Depth 3	2,817
TOML	Depth 3	2,679
Reseau	Depth 3	2,300
Zlib_jll	Depth 3	1,426
OpenLibm_jll	Depth 3	1,324
ProximalCore	Depth 3	406

Dependents

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

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	1