ReadOnlyDicts

Last updated: Apr 30, 2026

Downloads last 30 days: 2,089
Downloads last week: 455
Downloads last day: 113
Downloads last 30 days: 2,089
Downloads last week: 455
Downloads last day: 113

Total Downloads

View Total Downloads data table

Date	Downloads
2026-04-17	97
2026-04-18	45
2026-04-19	55
2026-04-20	53
2026-04-21	82
2026-04-22	60
2026-04-23	69
2026-04-24	62
2026-04-25	59
2026-04-26	30
2026-04-27	56
2026-04-28	66
2026-04-29	59
2026-04-30	54

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
DocStringExtensions	Direct	1,192,633

Dependents

100 packages (1 direct, 99 transitive) · 26,480 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ModelingToolkitBase	Direct	3,457
ModelingToolkit	Depth 2	11,235
ModelingToolkitTearing	Depth 2	2,937
ParameterizedFunctions	Depth 2	1,834
Catalyst	Depth 2	1,686
OptimizationMOI	Depth 2	981
ModelingToolkitStandardLibrary	Depth 2	952
NeuralPDE	Depth 2	285
ModelingToolkitNeuralNets	Depth 2	227
ReactionNetworkImporters	Depth 2	169
SBMLImporter	Depth 2	156
PEtab	Depth 2	81
SciCompDSL	Depth 2	50
SymBoltz	Depth 2	41
BaseModelica	Depth 2	9
DataDrivenDiffEq	Depth 3	379
PDEBase	Depth 3	307
MethodOfLines	Depth 3	283
EarthSciMLBase	Depth 3	276
JumpProblemLibrary	Depth 3	238
ControlSystemsMTK	Depth 3	115
EarthSciData	Depth 3	82
QuantumCumulants	Depth 3	72
WildlandFire	Depth 3	42
GasChem	Depth 3	37
SIAN	Depth 3	35
EnvironmentalTransport	Depth 3	32
SBMLToolkit	Depth 3	31
EasyModelAnalysis	Depth 3	31
SymbolicAWEModels	Depth 3	25
LowLevelParticleFiltersMTK	Depth 3	24
Kinbiont	Depth 3	23
PowerDynamics	Depth 3	23
ParameterEstimation	Depth 3	20
AtmosphericDeposition	Depth 3	18
ProcessBasedModelling	Depth 3	18
SBMLToolkitTestSuite	Depth 3	16
DiffEqBayes	Depth 3	15
WorldDynamics	Depth 3	13
NeuralLyapunov	Depth 3	13
CellMLToolkit	Depth 3	12
CarnotCycles	Depth 3	11
MinimallyDisruptiveCurves	Depth 3	11
ChemistryLab	Depth 3	11
Aerosol	Depth 3	11
SynapseElife	Depth 3	10
FiniteStateProjection	Depth 3	10
MomentClosure	Depth 3	9
AstrodynamicalModels	Depth 3	8
ModelingToolkitInputs	Depth 3	8
SmoothPeriodicStatsModels	Depth 3	8
NeuralLyapunovProblemLibrary	Depth 3	7
BlockSystems	Depth 3	7
ModelingToolkitTolerances	Depth 3	7
MATLABDiffEq	Depth 3	6
PubChem	Depth 3	6
ModelOrderReduction	Depth 3	6
BioChemicalTreatment	Depth 3	5
ReactionMechanismSimulator	Depth 3	5
GongBetaAdrenergicSignaling	Depth 3	5
GeneralAstrodynamics	Depth 3	5
CirculatorySystemModels	Depth 3	4
Ai4EComponentLib	Depth 3	4
ReactionDiffusion	Depth 3	3
BondGraphs	Depth 3	3
MTKHelpers	Depth 3	3
FindSteadyStates	Depth 3	3
PEtabTraining	Depth 3	3
ModelingToolkitDesigner	Depth 3	3
DelaySSAToolkit	Depth 3	2
PhysicsInformedRegression	Depth 3	2
AstrodynamicalSolvers	Depth 3	2
DiffEqBayesStan	Depth 3	2
PlantModules	Depth 3	2
EOptInterface	Depth 3	1
GalacticPotentials	Depth 3	1
PDESystemLibrary	Depth 3	1
SimsFlanagan	Depth 3	1
QuantumGraining	Depth 3	1
Conductor	Depth 3	1
ShipMMG	Depth 3	1
ModelingToolkitParameters	Depth 3	1
NumCME	Depth 3	0
Plasma	Depth 3	0
DiffEqTutorials	Depth 3	0
Collide	Depth 3	0
NumericalMethodsforEngineers	Depth 3	0
DickeModel	Depth 3	0
PolynomialGTM	Depth 3	0
ODEFilters	Depth 3	0
EnKF	Depth 3	0
OrbitalTrajectories	Depth 3	0
Sophon	Depth 3	0
NeuronBuilder	Depth 3	0
LinearNoiseApproximation	Depth 3	0
DynamicOED	Depth 3	0
IndirectTrajOpt	Depth 3	0
DynamicModelTestUtils	Depth 3	0
ExactODEReduction	Depth 3	0
OptControl	Depth 3	0