ChainRules

Last updated: Feb 26, 2026

Downloads last 30 days: 16,540
Downloads last week: 4,294
Downloads last day: 1,278
Downloads last 30 days: 16,540
Downloads last week: 4,294
Downloads last day: 1,278

Total Downloads

View Total Downloads data table

Date	Downloads
2026-02-13	548
2026-02-14	477
2026-02-15	413
2026-02-16	675
2026-02-17	787
2026-02-18	619
2026-02-19	677
2026-02-20	525
2026-02-21	358
2026-02-22	398
2026-02-23	488
2026-02-24	570
2026-02-25	546
2026-02-26	732

Downloads by Region

Dependencies

18 packages (9 direct, 9 transitive)

Package	Depth ↑	Downloads ↓
IrrationalConstants	Direct	1,233,128
Compat	Direct	128,513
Statistics	Direct	87,721
Adapt	Direct	72,769
ChainRulesCore	Direct	62,474
StructArrays	Direct	31,897
GPUArraysCore	Direct	30,980
RealDot	Direct	22,188
SparseInverseSubset	Direct	11,556
DataAPI	Depth 2	1,233,143
Requires	Depth 2	131,652
Tables	Depth 2	110,644
ConstructionBase	Depth 2	67,587
TOML	Depth 2	1,346
OrderedCollections	Depth 3	1,282,259
IteratorInterfaceExtensions	Depth 3	107,871
TableTraits	Depth 3	106,255
DataValueInterfaces	Depth 3	106,050

Dependents

100 packages (24 direct, 76 transitive) · 28,851 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	12,907
DistributionsAD	Direct	1,833
Mooncake	Direct	646
TaylorDiff	Direct	210
ControlSystemIdentification	Direct	130
VUMPSAutoDiff	Direct	42
Diffractor	Direct	14
ConformalPrediction	Direct	10
ReversePropagation	Direct	9
Yota	Direct	9
GeometricMachineLearning	Direct	3
CMBLensing	Direct	3
ODINN	Direct	2
Avalon	Direct	1
Nabla	Direct	1
BayesFlux	Direct	0
RadialBasisFunctionModels	Direct	0
MatrixFuns	Direct	0
SphereUDE	Direct	0
ForwardDiff2	Direct	0
GradValley	Direct	0
QAOA	Direct	0
CirculantAttention	Direct	0
CoupledNODE	Direct	0
Flux	Depth 2	6,773
Turing	Depth 2	2,088
SciMLSensitivity	Depth 2	1,344
CoordRefSystems	Depth 2	1,179
WilliamsonTransforms	Depth 2	260
Surrogates	Depth 2	164
NeuralPDE	Depth 2	155
ACEpotentials	Depth 2	84
DiffEqSensitivity	Depth 2	72
IntervalConstraintProgramming	Depth 2	71
Transformers	Depth 2	61
LuxTestUtils	Depth 2	52
PEPSKit	Depth 2	49
NonconvexCore	Depth 2	46
NonconvexUtils	Depth 2	44
BAT	Depth 2	39
Octofitter	Depth 2	36
FluxOptTools	Depth 2	33
NonconvexMMA	Depth 2	30
InformationGeometry	Depth 2	27
BetaML	Depth 2	26
Quadrature	Depth 2	26
PDMPFlux	Depth 2	25
FinancialMonteCarlo	Depth 2	21
NonconvexIpopt	Depth 2	20
SignalTemporalLogic	Depth 2	20
LaplaceRedux	Depth 2	18
EasyHybrid	Depth 2	14
TASOPT	Depth 2	14
MagNav	Depth 2	13
GridapTopOpt	Depth 2	13
RandomMeas	Depth 2	13
TopOpt	Depth 2	12
TNRKit	Depth 2	12
ArrayPadding	Depth 2	11
AutoEncoderToolkit	Depth 2	11
OrdinaryDiffEqTaylorSeries	Depth 2	10
FluxTraining	Depth 2	10
Crux	Depth 2	9
MGVI	Depth 2	9
NonconvexNLopt	Depth 2	8
SHTnsKit	Depth 2	6
AutoComputationalGraphTuning	Depth 2	6
Sleipnir	Depth 2	5
SciMLExpectations	Depth 2	5
QuantumCircuits	Depth 2	5
WaveOpticsPropagation	Depth 2	4
CounterfactualExplanations	Depth 2	4
Tsunami	Depth 2	4
ReinforcementLearningZoo	Depth 2	4
NonlinearOptimizationTestFunctions	Depth 2	4
TeneT	Depth 2	4
Effort	Depth 2	4
StellarSpectraObservationFitting	Depth 2	4
JointEnergyModels	Depth 2	3
MLJGaussianProcesses	Depth 2	3
UniversalDiffEq	Depth 2	3
Fluxperimental	Depth 2	3
DeconvOptim	Depth 2	3
Solaris	Depth 2	3
TextModels	Depth 2	3
NonconvexJuniper	Depth 2	3
SimulationBasedInference	Depth 2	3
ContinuousNormalizingFlows	Depth 2	3
HighDimPDE	Depth 2	2
MacroEnergyTimeReduction	Depth 2	2
NonconvexNOMAD	Depth 2	2
FluxOptics	Depth 2	2
PianoHands	Depth 2	2
AugmentedGaussianProcesses	Depth 2	2
Newtrinos	Depth 2	2
Nevanlinna	Depth 2	2
TuringBenchmarking	Depth 2	1
Flux3D	Depth 2	1
AsapOptim	Depth 2	1
ApplicationDrivenLearning	Depth 2	1