MeshGraphNets

JuliaHub·Source·Documentation

Last updated: Oct 12, 2026

Cumulative

Downloads last 30 days: 24
Downloads last week: 0
Downloads last day: 0
Downloads last 30 days: 24
Downloads last week: 0
Downloads last day: 0

Total Downloads

Lifetime Growth (cumulative)

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Dependencies

200 packages (19 direct, 181 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	864,396
ChainRulesCore	Direct	492,545
Statistics	Direct	404,572
Distributions	Direct	378,378
Setfield	Direct	362,028
ProgressMeter	Direct	318,128
SciMLBase	Direct	220,365
OrdinaryDiffEq	Direct	133,570
JLD2	Direct	115,989
Optimisers	Direct	101,332
HDF5	Direct	94,982
Zygote	Direct	90,226
CUDA	Direct	43,125
MLUtils	Direct	38,314
Lux	Direct	26,891
cuDNN	Direct	5,582
SciMLSensitivity	Direct	4,963
Wandb	Direct	99
GraphNetCore	Direct	35
Preferences	Depth 2	1,150,035
OrderedCollections	Depth 2	962,442
Parsers	Depth 2	951,808
PrecompileTools	Depth 2	913,632
Compat	Depth 2	839,519
LogExpFunctions	Depth 2	837,669
DocStringExtensions	Depth 2	789,297
StaticArrays	Depth 2	775,643
SpecialFunctions	Depth 2	767,570
MacroTools	Depth 2	705,429
StaticArraysCore	Depth 2	693,017
NaNMath	Depth 2	672,000
DataAPI	Depth 2	671,667
Adapt	Depth 2	671,467
Tables	Depth 2	656,841
Reexport	Depth 2	647,370
FillArrays	Depth 2	628,815
StructUtils	Depth 2	602,100
ConstructionBase	Depth 2	592,609
ForwardDiff	Depth 2	585,995
IteratorInterfaceExtensions	Depth 2	585,349
StatsBase	Depth 2	545,573
Requires	Depth 2	517,985
DiffRules	Depth 2	516,650
DiffResults	Depth 2	508,204
StatsAPI	Depth 2	500,375
ArrayInterface	Depth 2	468,249
RecipesBase	Depth 2	464,040
AliasTables	Depth 2	432,706
Accessors	Depth 2	391,324
CommonSolve	Depth 2	384,177
StatsFuns	Depth 2	378,409
PDMats	Depth 2	363,407
EnumX	Depth 2	362,864
Roots	Depth 2	362,014
ADTypes	Depth 2	361,737
QuadGK	Depth 2	337,326
GPUArraysCore	Depth 2	322,369
CEnum	Depth 2	322,065
FiniteDiff	Depth 2	312,571
AbstractFFTs	Depth 2	310,866
LoggingExtras	Depth 2	305,230
SciMLPublic	Depth 2	295,548
DelimitedFiles	Depth 2	289,173
FileIO	Depth 2	271,083
DataFrames	Depth 2	265,737
Static	Depth 2	264,590
SimpleTraits	Depth 2	258,672
IntervalSets	Depth 2	237,882
ScopedValues	Depth 2	236,400
RecursiveArrayTools	Depth 2	224,716
EnzymeCore	Depth 2	211,063
DiffEqBase	Depth 2	191,200
RuntimeGeneratedFunctions	Depth 2	188,718
PreallocationTools	Depth 2	188,255
FunctionWrappersWrappers	Depth 2	186,875
SciMLOperators	Depth 2	185,506
Functors	Depth 2	182,314
SymbolicIndexingInterface	Depth 2	181,051
FastClosures	Depth 2	179,821
ConcreteStructs	Depth 2	170,976
SciMLStructures	Depth 2	170,209
FastBroadcast	Depth 2	165,949
SciMLLogging	Depth 2	158,066
OrdinaryDiffEqCore	Depth 2	154,621
SciMLJacobianOperators	Depth 2	152,899
NonlinearSolveBase	Depth 2	152,124
LinearSolve	Depth 2	149,736
HDF5_jll	Depth 2	145,811
OrdinaryDiffEqTsit5	Depth 2	135,304
MPIPreferences	Depth 2	127,641
NNlib	Depth 2	117,555
OrdinaryDiffEqVerner	Depth 2	115,721
OrdinaryDiffEqRosenbrock	Depth 2	115,132
ZygoteRules	Depth 2	114,236
OrdinaryDiffEqBDF	Depth 2	110,045
CodeTracking	Depth 2	108,757
FindFirstFunctions	Depth 2	106,248
OrdinaryDiffEqDefault	Depth 2	103,794
DiffEqCallbacks	Depth 2	95,850
ChainRules	Depth 2	94,782
IRTools	Depth 2	90,620
BFloat16s	Depth 2	89,188
DispatchDoctor	Depth 2	88,065
ChunkCodecCore	Depth 2	88,024
ChunkCodecLibZlib	Depth 2	83,626
CondaPkg	Depth 2	79,777
PythonCall	Depth 2	76,127
ChunkCodecLibZstd	Depth 2	72,458
RandomNumbers	Depth 2	67,329
ComponentArrays	Depth 2	64,550
PackageExtensionCompat	Depth 2	62,423
MLDataDevices	Depth 2	51,038
ShowCases	Depth 2	42,272
Tracker	Depth 2	40,462
DiffEqNoiseProcess	Depth 2	39,495
MLCore	Depth 2	34,839
ReactantCore	Depth 2	30,641
CUDA_Runtime_Discovery	Depth 2	30,562
LuxCore	Depth 2	27,876
WeightInitializers	Depth 2	27,763
LuxLib	Depth 2	26,994
ReverseDiff	Depth 2	25,555
Enzyme	Depth 2	24,624
CUDACore	Depth 2	17,014
cuSOLVER	Depth 2	16,596
cuBLAS	Depth 2	16,589
cuSPARSE	Depth 2	16,580
CUDATools	Depth 2	16,523
cuRAND	Depth 2	16,495
cuFFT	Depth 2	16,484
CUDNN_jll	Depth 2	6,527
FunctionProperties	Depth 2	4,414
Reactant	Depth 2	4,036
DataStructures	Depth 3	757,086
IrrationalConstants	Depth 3	725,565
OpenSpecFun_jll	Depth 3	655,571
TableTraits	Depth 3	577,406
DataValueInterfaces	Depth 3	576,675
SortingAlgorithms	Depth 3	575,632
Missings	Depth 3	545,714
CommonSubexpressions	Depth 3	508,223
InverseFunctions	Depth 3	491,344
PtrArrays	Depth 3	443,730
Crayons	Depth 3	443,156
PrettyTables	Depth 3	426,473
Scratch	Depth 3	417,633
CompositionsBase	Depth 3	367,841
ExprTools	Depth 3	359,296
HypergeometricFunctions	Depth 3	347,426
InlineStrings	Depth 3	338,811
Rmath	Depth 3	322,791
SentinelArrays	Depth 3	316,662
DifferentiationInterface	Depth 3	308,490
InvertedIndices	Depth 3	304,472
LLVMOpenMP_jll	Depth 3	301,987
PooledArrays	Depth 3	296,757
MKL_jll	Depth 3	257,103
CommonWorldInvalidations	Depth 3	253,331
Zstd_jll	Depth 3	252,117
TimerOutputs	Depth 3	247,726
MuladdMacro	Depth 3	246,874
IfElse	Depth 3	230,840
StructArrays	Depth 3	217,666
CPUSummary	Depth 3	204,554
HashArrayMappedTries	Depth 3	203,804
StableRNGs	Depth 3	200,049
StaticArrayInterface	Depth 3	200,043
FunctionWrappers	Depth 3	185,010
Atomix	Depth 3	180,781
KernelAbstractions	Depth 3	176,806
UnsafeAtomics	Depth 3	172,231
LLVM	Depth 3	156,853
BracketingNonlinearSolve	Depth 3	146,308
Krylov	Depth 3	141,567
TruncatedStacktraces	Depth 3	139,908
RealDot	Depth 3	139,581
MaybeInplace	Depth 3	139,287
FastPower	Depth 3	136,109
OrdinaryDiffEqSDIRK	Depth 3	114,764
OrdinaryDiffEqDifferentiation	Depth 3	114,691
OrdinaryDiffEqNonlinearSolve	Depth 3	114,561
AMD	Depth 3	105,825
GPUArrays	Depth 3	102,432
PureKLU	Depth 3	96,415
SparseColumnPivotedQR	Depth 3	91,108
pixi_jll	Depth 3	89,166
StyledStrings	Depth 3	88,865
SparseInverseSubset	Depth 3	86,883
GPUCompiler	Depth 3	86,373
RespecializeParams	Depth 3	80,534
MicroMamba	Depth 3	74,798
LHLFactorization	Depth 3	73,268
UnsafePointers	Depth 3	69,894
OrdinaryDiffEqRosenbrockTableaus	Depth 3	64,753
ChangesOfVariables	Depth 3	61,495
Random123	Depth 3	55,317
ExpressionExplorer	Depth 3	48,128
GPUToolbox	Depth 3	46,614
PoissonRandom	Depth 3	44,612
CUDA_Runtime_jll	Depth 3	43,254

Dependents

No packages in the registry depend on this package.