ChainRules

Last updated: Feb 28, 2026

Downloads last 30 days: 15,032
Downloads last week: 3,779
Downloads last day: 687
Downloads last 30 days: 15,032
Downloads last week: 3,779
Downloads last day: 687

Total Downloads

View Total Downloads data table

Date	Downloads
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
2026-02-27	445
2026-02-28	242

Downloads by Region

Dependencies

18 packages (9 direct, 9 transitive)

Package	Depth ↑	Downloads ↓
IrrationalConstants	Direct	1,270,871
Compat	Direct	115,035
Statistics	Direct	85,377
Adapt	Direct	67,388
ChainRulesCore	Direct	55,169
StructArrays	Direct	29,135
GPUArraysCore	Direct	26,989
RealDot	Direct	20,265
SparseInverseSubset	Direct	10,054
DataAPI	Depth 2	1,275,297
Requires	Depth 2	122,423
Tables	Depth 2	103,793
ConstructionBase	Depth 2	61,625
TOML	Depth 2	1,382
OrderedCollections	Depth 3	1,317,877
IteratorInterfaceExtensions	Depth 3	100,749
TableTraits	Depth 3	99,404
DataValueInterfaces	Depth 3	99,257

Dependents

100 packages (24 direct, 76 transitive) · 25,085 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Zygote	Direct	11,109
DistributionsAD	Direct	1,808
Mooncake	Direct	652
TaylorDiff	Direct	209
ControlSystemIdentification	Direct	130
VUMPSAutoDiff	Direct	42
Diffractor	Direct	13
ConformalPrediction	Direct	9
ReversePropagation	Direct	8
Yota	Direct	4
ODINN	Direct	3
CMBLensing	Direct	3
GeometricMachineLearning	Direct	2
Avalon	Direct	1
ForwardDiff2	Direct	1
Nabla	Direct	1
CirculantAttention	Direct	0
QAOA	Direct	0
GradValley	Direct	0
CoupledNODE	Direct	0
MatrixFuns	Direct	0
RadialBasisFunctionModels	Direct	0
SphereUDE	Direct	0
BayesFlux	Direct	0
Flux	Depth 2	6,064
Turing	Depth 2	2,011
SciMLSensitivity	Depth 2	1,352
WilliamsonTransforms	Depth 2	262
Surrogates	Depth 2	163
NeuralPDE	Depth 2	159
ACEpotentials	Depth 2	83
IntervalConstraintProgramming	Depth 2	72
DiffEqSensitivity	Depth 2	72
Transformers	Depth 2	64
LuxTestUtils	Depth 2	52
PEPSKit	Depth 2	49
NonconvexCore	Depth 2	48
NonconvexUtils	Depth 2	46
BAT	Depth 2	43
Octofitter	Depth 2	38
FluxOptTools	Depth 2	33
NonconvexMMA	Depth 2	30
Quadrature	Depth 2	29
InformationGeometry	Depth 2	27
BetaML	Depth 2	26
PDMPFlux	Depth 2	25
FinancialMonteCarlo	Depth 2	21
NonconvexIpopt	Depth 2	21
SignalTemporalLogic	Depth 2	19
LaplaceRedux	Depth 2	18
MagNav	Depth 2	14
TASOPT	Depth 2	13
EasyHybrid	Depth 2	13
GridapTopOpt	Depth 2	13
TopOpt	Depth 2	12
RandomMeas	Depth 2	12
OrdinaryDiffEqTaylorSeries	Depth 2	11
AutoEncoderToolkit	Depth 2	11
ArrayPadding	Depth 2	10
TNRKit	Depth 2	9
FluxTraining	Depth 2	9
Crux	Depth 2	9
MGVI	Depth 2	9
NonconvexNLopt	Depth 2	8
Sleipnir	Depth 2	7
SHTnsKit	Depth 2	6
AutoComputationalGraphTuning	Depth 2	6
SciMLExpectations	Depth 2	5
Effort	Depth 2	5
TextModels	Depth 2	5
TeneT	Depth 2	4
CounterfactualExplanations	Depth 2	4
WaveOpticsPropagation	Depth 2	4
Tsunami	Depth 2	4
StellarSpectraObservationFitting	Depth 2	4
QuantumCircuits	Depth 2	4
NonlinearOptimizationTestFunctions	Depth 2	4
ContinuousNormalizingFlows	Depth 2	3
SimulationBasedInference	Depth 2	3
MLJGaussianProcesses	Depth 2	3
UniversalDiffEq	Depth 2	3
DeconvOptim	Depth 2	3
Solaris	Depth 2	3
JointEnergyModels	Depth 2	3
NonconvexJuniper	Depth 2	3
HighDimPDE	Depth 2	2
NonconvexNOMAD	Depth 2	2
PianoHands	Depth 2	2
MacroEnergyTimeReduction	Depth 2	2
Nevanlinna	Depth 2	2
Fluxperimental	Depth 2	2
FluxOptics	Depth 2	2
Newtrinos	Depth 2	2
AugmentedGaussianProcesses	Depth 2	2
ParameterEstimation	Depth 2	1
AstroNbodySim	Depth 2	1
Jello	Depth 2	1
ApplicationDrivenLearning	Depth 2	1
TuringBenchmarking	Depth 2	1
Flux3D	Depth 2	1