DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: Jun 30, 2026

Cumulative

Downloads last 30 days: 49
Downloads last week: 37
Downloads last day: 13
Downloads last 30 days: 49
Downloads last week: 37
Downloads last day: 13

Total Downloads

Lifetime Growth (cumulative)

Downloads by Region

Dependencies

200 packages (23 direct, 177 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	415,821
FileIO	Direct	409,521
DocStringExtensions	Direct	307,302
Requires	Direct	275,889
StatsBase	Direct	217,678
LaTeXStrings	Direct	159,800
Distributions	Direct	123,614
IterTools	Direct	105,525
Graphs	Direct	77,710
Statistics	Direct	77,098
Combinatorics	Direct	53,919
JuMP	Direct	30,189
SimpleWeightedGraphs	Direct	27,278
Images	Direct	26,511
Ipopt	Direct	15,676
HiGHS	Direct	14,566
Flux	Direct	12,010
DataDeps	Direct	11,964
NPZ	Direct	7,520
SCIP	Direct	816
Metalhead	Direct	575
InferOpt	Direct	89
ConstrainedShortestPaths	Direct	42
Parsers	Depth 2	485,710
Preferences	Depth 2	472,379
Compat	Depth 2	459,116
PrecompileTools	Depth 2	415,550
OrderedCollections	Depth 2	400,318
LogExpFunctions	Depth 2	339,795
DataStructures	Depth 2	330,433
SpecialFunctions	Depth 2	328,984
Adapt	Depth 2	323,308
JLD2	Depth 2	298,242
StaticArrays	Depth 2	294,884
MacroTools	Depth 2	292,925
IrrationalConstants	Depth 2	292,198
DataAPI	Depth 2	258,262
StructUtils	Depth 2	256,702
Reexport	Depth 2	223,384
SortingAlgorithms	Depth 2	218,961
ChainRulesCore	Depth 2	206,628
Scratch	Depth 2	203,039
Missings	Depth 2	179,507
StatsAPI	Depth 2	173,224
FillArrays	Depth 2	153,263
SimpleTraits	Depth 2	152,091
HTTP	Depth 2	144,834
Setfield	Depth 2	144,428
AliasTables	Depth 2	132,397
ImageCore	Depth 2	130,379
Inflate	Depth 2	124,811
ImageBase	Depth 2	124,397
ADTypes	Depth 2	123,291
StatsFuns	Depth 2	113,879
IndirectArrays	Depth 2	113,297
PDMats	Depth 2	103,174
QuadGK	Depth 2	97,814
EnzymeCore	Depth 2	95,457
NNlib	Depth 2	82,549
Functors	Depth 2	80,519
ImageMetadata	Depth 2	79,901
ImageAxes	Depth 2	79,810
ImageIO	Depth 2	78,924
ArnoldiMethod	Depth 2	77,731
ProgressLogging	Depth 2	72,827
Graphics	Depth 2	71,496
Optimisers	Depth 2	69,629
OpenBLAS32_jll	Depth 2	69,507
MutableArithmetics	Depth 2	68,308
GPUArrays	Depth 2	59,953
MathOptInterface	Depth 2	56,651
Roots	Depth 2	52,319
Zygote	Depth 2	50,655
MLDataDevices	Depth 2	35,908
ImageShow	Depth 2	30,640
TiledIteration	Depth 2	29,649
ImageFiltering	Depth 2	28,839
ImageTransformations	Depth 2	28,554
ImageContrastAdjustment	Depth 2	27,915
ImageMagick	Depth 2	27,657
ImageMorphology	Depth 2	27,588
ImageDistances	Depth 2	26,444
ImageQualityIndexes	Depth 2	26,255
ImageSegmentation	Depth 2	24,068
IntegralArrays	Depth 2	23,344
ImageBinarization	Depth 2	22,047
ImageCorners	Depth 2	21,959
ZipFile	Depth 2	21,597
Ipopt_jll	Depth 2	19,352
CUDA	Depth 2	19,242
HiGHS_jll	Depth 2	14,647
MLUtils	Depth 2	13,102
MathOptIIS	Depth 2	12,774
MLCore	Depth 2	12,255
DensityInterface	Depth 2	11,882
OneHotArrays	Depth 2	10,619
BSON	Depth 2	6,531
SCIP_jll	Depth 2	3,913
Artifacts	Depth 2	1,463
SCIP_PaPILO_jll	Depth 2	698
LazyArtifacts	Depth 2	601
PartialFunctions	Depth 2	591
p7zip_jll	Depth 2	320
FrankWolfe	Depth 2	165
ImplicitDifferentiation	Depth 2	160
SHA	Depth 2	157
DifferentiableFrankWolfe	Depth 2	52
DifferentiableExpectations	Depth 2	45
PiecewiseLinearFunctions	Depth 2	41
ScopedValues	Depth 3	368,013
NaNMath	Depth 3	356,847
StaticArraysCore	Depth 3	307,604
ForwardDiff	Depth 3	290,396
ChunkCodecLibZstd	Depth 3	277,391
ChunkCodecLibZlib	Depth 3	277,350
OpenSpecFun_jll	Depth 3	270,339
ConstructionBase	Depth 3	255,201
DiffRules	Depth 3	251,062
RecipesBase	Depth 3	223,214
Tables	Depth 3	220,622
OffsetArrays	Depth 3	208,301
FixedPointNumbers	Depth 3	196,660
CodecZlib	Depth 3	191,954
Colors	Depth 3	178,563
ColorVectorSpace	Depth 3	178,480
ColorTypes	Depth 3	168,404
AbstractFFTs	Depth 3	152,619
PtrArrays	Depth 3	151,467
IntervalSets	Depth 3	143,934
Distances	Depth 3	142,776
EnumX	Depth 3	141,948
MappedArrays	Depth 3	136,631
Interpolations	Depth 3	133,996
URIs	Depth 3	132,825
InverseFunctions	Depth 3	132,691
GPUArraysCore	Depth 3	131,030
ColorSchemes	Depth 3	130,015
PaddedViews	Depth 3	129,349
MosaicViews	Depth 3	129,133
StackViews	Depth 3	127,090
StaticArrayInterface	Depth 3	121,104
SciMLPublic	Depth 3	118,652
ProgressMeter	Depth 3	118,558
DelimitedFiles	Depth 3	113,816
CommonSolve	Depth 3	106,179
Accessors	Depth 3	103,597
Sixel	Depth 3	103,291
Polynomials	Depth 3	98,131
TimerOutputs	Depth 3	96,501
KernelAbstractions	Depth 3	94,515
Atomix	Depth 3	92,918
PNGFiles	Depth 3	90,562
DifferentiationInterface	Depth 3	86,953
TiffImages	Depth 3	86,868
Parameters	Depth 3	85,346
FFTW	Depth 3	85,335
AxisAlgorithms	Depth 3	83,866
Netpbm	Depth 3	77,303
JpegTurbo	Depth 3	77,272
QOI	Depth 3	77,135
OpenEXR	Depth 3	77,063
LazyModules	Depth 3	76,541
Rmath	Depth 3	74,659
WebP	Depth 3	74,022
LoopVectorization	Depth 3	71,846
HypergeometricFunctions	Depth 3	66,249
AxisArrays	Depth 3	64,009
LLVM	Depth 3	63,923
ZygoteRules	Depth 3	57,485
IRTools	Depth 3	53,626
ChainRules	Depth 3	51,349
CodecBzip2	Depth 3	47,531
CodeTracking	Depth 3	39,177
Rotations	Depth 3	35,622
GenericSchur	Depth 3	34,942
Clustering	Depth 3	33,162
CatIndices	Depth 3	31,020
CoordinateTransformations	Depth 3	30,298
ComputationalResources	Depth 3	30,036
ImageMagick_jll	Depth 3	29,140
FFTViews	Depth 3	28,188
MetaGraphs	Depth 3	27,417
RegionTrees	Depth 3	23,451
HistogramThresholding	Depth 3	22,105
ChangesOfVariables	Depth 3	21,771
Arpack	Depth 3	15,826
ShowCases	Depth 3	12,910
KrylovKit	Depth 3	11,784
CUDACore	Depth 3	7,017
Reseau	Depth 3	6,979
cuSOLVER	Depth 3	6,663
cuFFT	Depth 3	6,662
CUDATools	Depth 3	6,653
cuSPARSE	Depth 3	6,565
cuRAND	Depth 3	6,535
cuBLAS	Depth 3	6,524
Hungarian	Depth 3	3,735
OhMyThreads	Depth 3	3,309
TOML	Depth 3	2,158
Zlib_jll	Depth 3	1,284

Dependents

1 package (1 direct) · 41 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	41