DecisionFocusedLearningBenchmarks

JuliaHub·Source·Documentation

Last updated: Sep 16, 2026

Cumulative

Downloads last 30 days: 6
Downloads last week: 1
Downloads last day: 0
Downloads last 30 days: 6
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	429,390
StatsBase	Direct	308,827
DocStringExtensions	Direct	306,033
LaTeXStrings	Direct	286,451
Requires	Direct	253,346
Distributions	Direct	232,977
Statistics	Direct	203,917
FileIO	Direct	137,792
Graphs	Direct	84,278
Combinatorics	Direct	80,465
IterTools	Direct	76,138
JuMP	Direct	37,303
Flux	Direct	16,083
Ipopt	Direct	15,946
HiGHS	Direct	13,624
SimpleWeightedGraphs	Direct	12,556
Images	Direct	10,897
DataDeps	Direct	7,315
NPZ	Direct	4,342
SCIP	Direct	873
Metalhead	Direct	504
InferOpt	Direct	53
ConstrainedShortestPaths	Direct	45
Preferences	Depth 2	494,168
Parsers	Depth 2	472,640
OrderedCollections	Depth 2	456,799
StaticArrays	Depth 2	426,658
SpecialFunctions	Depth 2	409,970
DataStructures	Depth 2	387,301
Compat	Depth 2	362,914
PrecompileTools	Depth 2	353,989
Adapt	Depth 2	334,035
LogExpFunctions	Depth 2	325,311
MacroTools	Depth 2	302,548
SortingAlgorithms	Depth 2	301,749
StructUtils	Depth 2	294,246
FillArrays	Depth 2	288,603
IrrationalConstants	Depth 2	286,753
DataAPI	Depth 2	261,098
Reexport	Depth 2	254,581
StatsFuns	Depth 2	217,600
PDMats	Depth 2	212,767
Roots	Depth 2	209,528
ADTypes	Depth 2	208,115
Missings	Depth 2	201,371
StatsAPI	Depth 2	193,773
ChainRulesCore	Depth 2	186,096
Scratch	Depth 2	180,041
AliasTables	Depth 2	150,765
Setfield	Depth 2	129,882
SimpleTraits	Depth 2	126,185
QuadGK	Depth 2	125,302
Inflate	Depth 2	110,695
ArnoldiMethod	Depth 2	85,221
MutableArithmetics	Depth 2	78,962
Functors	Depth 2	78,057
EnzymeCore	Depth 2	73,787
ImageCore	Depth 2	69,094
JLD2	Depth 2	68,171
MathOptInterface	Depth 2	66,539
ImageBase	Depth 2	60,726
NNlib	Depth 2	59,854
IndirectArrays	Depth 2	59,544
GPUArrays	Depth 2	59,544
Zygote	Depth 2	51,619
ImageIO	Depth 2	49,833
OpenBLAS32_jll	Depth 2	49,102
ImageMetadata	Depth 2	46,193
ImageAxes	Depth 2	46,100
Optimisers	Depth 2	46,060
ProgressLogging	Depth 2	44,019
Graphics	Depth 2	43,806
BFloat16s	Depth 2	42,112
CUDA	Depth 2	28,156
Ipopt_jll	Depth 2	18,868
ZipFile	Depth 2	18,567
MLDataDevices	Depth 2	17,125
DensityInterface	Depth 2	16,899
TiledIteration	Depth 2	16,815
MLUtils	Depth 2	15,725
ImageFiltering	Depth 2	14,601
ImageTransformations	Depth 2	13,585
HiGHS_jll	Depth 2	13,376
MLCore	Depth 2	13,232
ImageMagick	Depth 2	12,884
ImageShow	Depth 2	12,129
ImageMorphology	Depth 2	12,039
ImageContrastAdjustment	Depth 2	11,179
ImageDistances	Depth 2	10,863
ImageQualityIndexes	Depth 2	10,562
OneHotArrays	Depth 2	10,371
MathOptIIS	Depth 2	10,284
BSON	Depth 2	10,094
ImageSegmentation	Depth 2	8,314
IntegralArrays	Depth 2	7,696
ImageBinarization	Depth 2	6,964
ImageCorners	Depth 2	6,915
Artifacts	Depth 2	5,432
SCIP_jll	Depth 2	3,020
Downloads	Depth 2	1,785
PartialFunctions	Depth 2	1,359
LazyArtifacts	Depth 2	1,319
SCIP_PaPILO_jll	Depth 2	955
FrankWolfe	Depth 2	558
ImplicitDifferentiation	Depth 2	467
p7zip_jll	Depth 2	201
SHA	Depth 2	197
DifferentiableFrankWolfe	Depth 2	160
PiecewiseLinearFunctions	Depth 2	50
DifferentiableExpectations	Depth 2	27
Tables	Depth 3	351,713
NaNMath	Depth 3	346,257
CodecZlib	Depth 3	312,570
ForwardDiff	Depth 3	304,088
StaticArraysCore	Depth 3	290,686
OpenSpecFun_jll	Depth 3	267,841
RecipesBase	Depth 3	257,860
CommonSolve	Depth 3	242,638
InverseFunctions	Depth 3	239,573
ConstructionBase	Depth 3	232,511
Accessors	Depth 3	222,511
DiffRules	Depth 3	205,352
HypergeometricFunctions	Depth 3	194,181
SciMLPublic	Depth 3	194,060
DifferentiationInterface	Depth 3	159,922
PtrArrays	Depth 3	159,056
OffsetArrays	Depth 3	155,844
FixedPointNumbers	Depth 3	153,851
Interpolations	Depth 3	150,296
ColorTypes	Depth 3	150,250
Colors	Depth 3	147,335
Polynomials	Depth 3	133,993
AbstractFFTs	Depth 3	133,642
GPUArraysCore	Depth 3	130,123
ColorVectorSpace	Depth 3	129,539
Rmath	Depth 3	116,591
DelimitedFiles	Depth 3	113,077
Distances	Depth 3	109,917
ColorSchemes	Depth 3	107,054
TimerOutputs	Depth 3	104,458
IntervalSets	Depth 3	103,713
ProgressMeter	Depth 3	101,558
ScopedValues	Depth 3	95,607
Parameters	Depth 3	82,691
Atomix	Depth 3	81,288
StaticArrayInterface	Depth 3	79,904
MappedArrays	Depth 3	79,430
KernelAbstractions	Depth 3	78,451
FFTW	Depth 3	75,311
ZygoteRules	Depth 3	71,975
AxisAlgorithms	Depth 3	69,883
PaddedViews	Depth 3	68,063
LLVM	Depth 3	68,049
MosaicViews	Depth 3	66,351
StackViews	Depth 3	65,797
CodecBzip2	Depth 3	59,213
LoopVectorization	Depth 3	57,354
Sixel	Depth 3	51,953
IRTools	Depth 3	51,110
GenericSchur	Depth 3	49,452
ChainRules	Depth 3	48,642
CodeTracking	Depth 3	47,652
PNGFiles	Depth 3	47,404
TiffImages	Depth 3	46,187
AxisArrays	Depth 3	44,226
Netpbm	Depth 3	43,514
LazyModules	Depth 3	42,995
OpenEXR	Depth 3	42,890
QOI	Depth 3	42,671
ChunkCodecCore	Depth 3	42,346
JpegTurbo	Depth 3	42,326
ChunkCodecLibZlib	Depth 3	41,854
WebP	Depth 3	39,083
ChunkCodecLibZstd	Depth 3	34,696
ChangesOfVariables	Depth 3	31,354
Arpack	Depth 3	29,286
Clustering	Depth 3	25,147
Rotations	Depth 3	24,661
KrylovKit	Depth 3	24,138
ComputationalResources	Depth 3	17,727
CoordinateTransformations	Depth 3	17,648
CatIndices	Depth 3	16,039
ShowCases	Depth 3	15,838
FFTViews	Depth 3	13,867
ImageMagick_jll	Depth 3	13,769
MetaGraphs	Depth 3	12,163
OhMyThreads	Depth 3	9,394
RegionTrees	Depth 3	8,763
CUDACore	Depth 3	7,967
cuRAND	Depth 3	7,787
cuSOLVER	Depth 3	7,776
cuBLAS	Depth 3	7,764
CUDATools	Depth 3	7,762
cuSPARSE	Depth 3	7,760
cuFFT	Depth 3	7,756
HistogramThresholding	Depth 3	6,994
TOML	Depth 3	5,240
Hungarian	Depth 3	4,843
Zlib_jll	Depth 3	4,069
OpenLibm_jll	Depth 3	2,386

Dependents

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

Package	Depth ↑	Downloads ↓
DecisionFocusedLearningAlgorithms	Direct	1