ReadOnlyDicts

Last updated: Mar 21, 2026

Downloads last 30 days: 1,518
Downloads last week: 416
Downloads last day: 91
Downloads last 30 days: 1,518
Downloads last week: 416
Downloads last day: 91

Total Downloads

View Total Downloads data table

Date	Downloads
2026-03-08	54
2026-03-09	88
2026-03-10	93
2026-03-11	97
2026-03-12	108
2026-03-13	50
2026-03-14	44
2026-03-15	71
2026-03-16	55
2026-03-17	47
2026-03-18	50
2026-03-19	58
2026-03-20	64
2026-03-21	27

Downloads by Region

Dependencies

1 package (1 direct)

Package	Depth ↑	Downloads ↓
DocStringExtensions	Direct	672,253

Dependents

100 packages (1 direct, 99 transitive) · 17,740 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
ModelingToolkitBase	Direct	2,652
ModelingToolkit	Depth 2	7,453
ModelingToolkitTearing	Depth 2	2,238
ParameterizedFunctions	Depth 2	1,247
Catalyst	Depth 2	1,122
ModelingToolkitStandardLibrary	Depth 2	549
OptimizationMOI	Depth 2	490
ModelingToolkitNeuralNets	Depth 2	88
SBMLImporter	Depth 2	81
PEtab	Depth 2	58
SciCompDSL	Depth 2	55
ReactionNetworkImporters	Depth 2	41
SymBoltz	Depth 2	13
JumpProblemLibrary	Depth 3	267
DataDrivenDiffEq	Depth 3	238
PDEBase	Depth 3	198
MethodOfLines	Depth 3	180
NeuralPDE	Depth 3	173
ControlSystemsMTK	Depth 3	116
EarthSciMLBase	Depth 3	62
QuantumCumulants	Depth 3	58
EarthSciData	Depth 3	51
ModelingToolkitInputs	Depth 3	40
PowerDynamics	Depth 3	34
GasChem	Depth 3	32
DiffEqBayes	Depth 3	16
GongBetaAdrenergicSignaling	Depth 3	15
SIAN	Depth 3	14
SymbolicAWEModels	Depth 3	12
MomentClosure	Depth 3	11
SBMLToolkit	Depth 3	10
EnvironmentalTransport	Depth 3	9
SynapseElife	Depth 3	9
Aerosol	Depth 3	8
PEtabTraining	Depth 3	8
CellMLToolkit	Depth 3	7
BaseModelica	Depth 3	7
ModelingToolkitDesigner	Depth 3	6
ProcessBasedModelling	Depth 3	6
WorldDynamics	Depth 3	5
AtmosphericDeposition	Depth 3	5
BlockSystems	Depth 3	5
MATLABDiffEq	Depth 3	5
ReactionMechanismSimulator	Depth 3	5
EasyModelAnalysis	Depth 3	4
DelaySSAToolkit	Depth 3	4
ReactionDiffusion	Depth 3	3
ChemistryLab	Depth 3	3
EOptInterface	Depth 3	3
NeuralLyapunov	Depth 3	3
Kinbiont	Depth 3	3
BondGraphs	Depth 3	2
FiniteStateProjection	Depth 3	2
DiffEqBayesStan	Depth 3	2
BioChemicalTreatment	Depth 3	2
PDESystemLibrary	Depth 3	2
SmoothPeriodicStatsModels	Depth 3	1
Ai4EComponentLib	Depth 3	1
PlantModules	Depth 3	1
NeuralLyapunovProblemLibrary	Depth 3	1
SimsFlanagan	Depth 3	1
Sophon	Depth 3	1
LowLevelParticleFiltersMTK	Depth 3	1
PhysicsInformedRegression	Depth 3	1
LinearNoiseApproximation	Depth 3	0
DynamicOED	Depth 3	0
ExactODEReduction	Depth 3	0
IndirectTrajOpt	Depth 3	0
MTKHelpers	Depth 3	0
DynamicModelTestUtils	Depth 3	0
NumCME	Depth 3	0
AstrodynamicalModels	Depth 3	0
SBMLToolkitTestSuite	Depth 3	0
OptControl	Depth 3	0
ContinuousTimePolicyGradients	Depth 3	0
Vensim2MTK	Depth 3	0
GeneralAstrodynamics	Depth 3	0
NeuronBuilder	Depth 3	0
Collide	Depth 3	0
MOSLab	Depth 3	0
NumericalMethodsforEngineers	Depth 3	0
PubChem	Depth 3	0
ModelingToolkitParameters	Depth 3	0
PolynomialGTM	Depth 3	0
ODEFilters	Depth 3	0
GalacticPotentials	Depth 3	0
CirculatorySystemModels	Depth 3	0
DiffEqTutorials	Depth 3	0
DickeModel	Depth 3	0
CarnotCycles	Depth 3	0
EnKF	Depth 3	0
OrbitalTrajectories	Depth 3	0
FindSteadyStates	Depth 3	0
MinimallyDisruptiveCurves	Depth 3	0
ShipMMG	Depth 3	0
AstrodynamicalSolvers	Depth 3	0
Conductor	Depth 3	0
ModelOrderReduction	Depth 3	0
Peccon	Depth 3	0
PlanetSim	Depth 3	0