DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: May 13, 2026

Cumulative

Downloads last 30 days: 5
Downloads last week: 1
Downloads last day: 0
Downloads last 30 days: 5
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 ↓
DocStringExtensions	Direct	1,085,370
StatsBase	Direct	953,853
JSON	Direct	496,323
Requires	Direct	349,742
LaTeXStrings	Direct	222,534
FileIO	Direct	181,200
Distributions	Direct	161,112
IterTools	Direct	131,913
Statistics	Direct	104,242
Graphs	Direct	75,724
Combinatorics	Direct	57,809
JuMP	Direct	41,333
SimpleWeightedGraphs	Direct	26,630
Images	Direct	23,723
HiGHS	Direct	21,151
Ipopt	Direct	17,028
Flux	Direct	13,107
DataDeps	Direct	9,741
NPZ	Direct	7,482
SCIP	Direct	1,429
Metalhead	Direct	697
InferOpt	Direct	59
ConstrainedShortestPaths	Direct	9
DataStructures	Depth 2	1,153,052
LogExpFunctions	Depth 2	1,083,322
IrrationalConstants	Depth 2	1,083,283
OrderedCollections	Depth 2	1,080,282
DataAPI	Depth 2	1,060,647
SortingAlgorithms	Depth 2	987,744
Missings	Depth 2	985,597
StatsAPI	Depth 2	963,678
AliasTables	Depth 2	921,891
Compat	Depth 2	518,472
Preferences	Depth 2	504,797
Parsers	Depth 2	499,018
PrecompileTools	Depth 2	451,371
StaticArrays	Depth 2	365,646
SpecialFunctions	Depth 2	353,272
MacroTools	Depth 2	331,428
StructUtils	Depth 2	321,081
Adapt	Depth 2	317,476
Reexport	Depth 2	274,230
Scratch	Depth 2	272,602
ChainRulesCore	Depth 2	248,917
FillArrays	Depth 2	208,222
Setfield	Depth 2	205,773
HTTP	Depth 2	203,894
SimpleTraits	Depth 2	159,762
ADTypes	Depth 2	159,240
QuadGK	Depth 2	153,408
ImageCore	Depth 2	135,870
ImageBase	Depth 2	133,090
Inflate	Depth 2	129,807
PDMats	Depth 2	115,558
IndirectArrays	Depth 2	109,088
StatsFuns	Depth 2	106,286
Functors	Depth 2	105,455
EnzymeCore	Depth 2	103,077
NNlib	Depth 2	85,239
ImageMetadata	Depth 2	84,703
ImageAxes	Depth 2	84,551
ImageIO	Depth 2	83,089
Graphics	Depth 2	79,601
JLD2	Depth 2	77,508
ArnoldiMethod	Depth 2	74,985
Optimisers	Depth 2	73,196
ProgressLogging	Depth 2	71,662
OpenBLAS32_jll	Depth 2	71,009
MutableArithmetics	Depth 2	62,451
Zygote	Depth 2	53,093
GPUArrays	Depth 2	52,695
MathOptInterface	Depth 2	49,982
ZipFile	Depth 2	48,602
MLDataDevices	Depth 2	37,497
ImageShow	Depth 2	28,458
ImageTransformations	Depth 2	27,453
TiledIteration	Depth 2	26,124
ImageFiltering	Depth 2	25,492
ImageContrastAdjustment	Depth 2	24,787
ImageMorphology	Depth 2	24,742
ImageMagick	Depth 2	24,567
ImageDistances	Depth 2	23,642
ImageQualityIndexes	Depth 2	23,540
ImageSegmentation	Depth 2	21,908
IntegralArrays	Depth 2	21,430
HiGHS_jll	Depth 2	21,026
ImageBinarization	Depth 2	21,011
ImageCorners	Depth 2	20,828
CUDA	Depth 2	20,576
MathOptIIS	Depth 2	19,938
Ipopt_jll	Depth 2	18,113
MLUtils	Depth 2	12,721
MLCore	Depth 2	11,943
OneHotArrays	Depth 2	11,870
DensityInterface	Depth 2	10,379
BSON	Depth 2	7,900
Artifacts	Depth 2	2,630
SCIP_jll	Depth 2	2,424
SCIP_PaPILO_jll	Depth 2	1,411
PartialFunctions	Depth 2	1,182
LazyArtifacts	Depth 2	611
FrankWolfe	Depth 2	269
p7zip_jll	Depth 2	190
SHA	Depth 2	85
ImplicitDifferentiation	Depth 2	70
DifferentiableExpectations	Depth 2	36
PiecewiseLinearFunctions	Depth 2	11
DifferentiableFrankWolfe	Depth 2	10
PtrArrays	Depth 3	942,327
StaticArraysCore	Depth 3	357,883
NaNMath	Depth 3	349,720
ConstructionBase	Depth 3	319,740
OpenSpecFun_jll	Depth 3	316,022
RecipesBase	Depth 3	300,531
ForwardDiff	Depth 3	282,444
OffsetArrays	Depth 3	272,857
Tables	Depth 3	253,384
DiffRules	Depth 3	249,999
CodecZlib	Depth 3	241,474
Colors	Depth 3	234,358
ColorVectorSpace	Depth 3	226,841
ColorTypes	Depth 3	222,605
LoggingExtras	Depth 3	218,548
FixedPointNumbers	Depth 3	216,881
ColorSchemes	Depth 3	210,213
MbedTLS	Depth 3	205,206
URIs	Depth 3	192,350
AbstractFFTs	Depth 3	192,159
ScopedValues	Depth 3	188,630
ConcurrentUtilities	Depth 3	177,693
Distances	Depth 3	173,609
OpenSSL	Depth 3	170,670
SimpleBufferStream	Depth 3	166,787
ExceptionUnwrapping	Depth 3	165,694
StaticArrayInterface	Depth 3	159,989
ProgressMeter	Depth 3	158,614
IntervalSets	Depth 3	157,998
DelimitedFiles	Depth 3	155,607
DifferentiationInterface	Depth 3	152,693
Polynomials	Depth 3	148,140
InverseFunctions	Depth 3	143,191
MappedArrays	Depth 3	141,555
TimerOutputs	Depth 3	139,574
GPUArraysCore	Depth 3	138,085
PaddedViews	Depth 3	134,883
MosaicViews	Depth 3	134,650
StackViews	Depth 3	133,616
Interpolations	Depth 3	131,483
AxisAlgorithms	Depth 3	126,675
FFTW	Depth 3	116,693
SciMLPublic	Depth 3	109,316
Rmath	Depth 3	106,085
Sixel	Depth 3	105,730
Atomix	Depth 3	97,962
KernelAbstractions	Depth 3	97,694
HypergeometricFunctions	Depth 3	97,633
TiffImages	Depth 3	90,996
QOI	Depth 3	83,479
LazyModules	Depth 3	82,351
JpegTurbo	Depth 3	82,154
Netpbm	Depth 3	82,038
OpenEXR	Depth 3	81,777
WebP	Depth 3	80,756
PNGFiles	Depth 3	79,086
Transducers	Depth 3	78,287
Parameters	Depth 3	76,178
KrylovKit	Depth 3	65,618
LLVM	Depth 3	65,374
LoopVectorization	Depth 3	63,941
AxisArrays	Depth 3	63,356
Clustering	Depth 3	62,186
ZygoteRules	Depth 3	59,823
ChainRules	Depth 3	56,512
ChunkCodecLibZlib	Depth 3	54,777
ChunkCodecLibZstd	Depth 3	54,767
IRTools	Depth 3	52,642
Arpack	Depth 3	45,737
CodecBzip2	Depth 3	44,481
GenericSchur	Depth 3	38,102
Rotations	Depth 3	35,005
CoordinateTransformations	Depth 3	30,083
ComputationalResources	Depth 3	27,685
CatIndices	Depth 3	26,837
MetaGraphs	Depth 3	26,452
ImageMagick_jll	Depth 3	25,728
FFTViews	Depth 3	24,857
RegionTrees	Depth 3	21,371
HistogramThresholding	Depth 3	20,932
ChangesOfVariables	Depth 3	18,050
ShowCases	Depth 3	13,573
FLoops	Depth 3	13,347
CUDACore	Depth 3	5,618
CUDATools	Depth 3	4,993
cuFFT	Depth 3	4,981
cuSOLVER	Depth 3	4,978
cuSPARSE	Depth 3	4,977
cuBLAS	Depth 3	4,974
cuRAND	Depth 3	4,972
TOML	Depth 3	3,337
OhMyThreads	Depth 3	2,983

Dependents

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

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	0