AbstractPPL

Last updated: Jun 29, 2026

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Total Downloads

Lifetime Growth (cumulative)

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Dependencies

42 packages (9 direct, 33 transitive)

Package	Depth ↑	Downloads ↓
JSON	Direct	422,585
OrderedCollections	Direct	405,113
MacroTools	Direct	306,017
StatsBase	Direct	219,714
ADTypes	Direct	121,225
Accessors	Direct	100,731
BangBang	Direct	30,197
DensityInterface	Direct	12,646
AbstractMCMC	Direct	5,607
Parsers	Depth 2	488,372
PrecompileTools	Depth 2	425,020
LogExpFunctions	Depth 2	352,231
DataStructures	Depth 2	335,934
IrrationalConstants	Depth 2	298,331
ConstructionBase	Depth 2	267,708
DataAPI	Depth 2	265,473
StructUtils	Depth 2	260,831
SortingAlgorithms	Depth 2	217,772
Missings	Depth 2	184,375
StatsAPI	Depth 2	176,937
LoggingExtras	Depth 2	150,745
InverseFunctions	Depth 2	140,464
AliasTables	Depth 2	134,836
CompositionsBase	Depth 2	95,737
Statistics	Depth 2	84,895
ProgressLogging	Depth 2	73,673
TerminalLoggers	Depth 2	58,552
InitialValues	Depth 2	24,070
ConsoleProgressMonitor	Depth 2	8,519
LogDensityProblems	Depth 2	5,370
Preferences	Depth 3	483,465
DocStringExtensions	Depth 3	319,464
ChainRulesCore	Depth 3	210,766
PtrArrays	Depth 3	154,094
ProgressMeter	Depth 3	121,460
LeftChildRightSiblingTrees	Depth 3	66,375
ArgCheck	Depth 3	40,839
ChangesOfVariables	Depth 3	22,828
SHA	Depth 3	157
Compat	Depth 4	469,788
AbstractTrees	Depth 4	97,408
TOML	Depth 4	2,190

Dependents

61 packages (6 direct, 55 transitive) · 22,963 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
DynamicPPL	Direct	5,440
Bijectors	Direct	5,387
Turing	Direct	5,017
AdvancedVI	Direct	4,555
FlexiChains	Direct	1,642
JuliaBUGS	Direct	125
ActionModels	Depth 2	69
Octofitter	Depth 2	63
ModelWrappers	Depth 2	47
DiffEqBayes	Depth 2	43
BOSS	Depth 2	30
Transits	Depth 2	26
TuringBenchmarking	Depth 2	24
NormalizingFlows	Depth 2	24
EasyModelAnalysis	Depth 2	22
MCMCDebugging	Depth 2	17
TuringGLM	Depth 2	16
Pioran	Depth 2	15
MCPhylo	Depth 2	15
TermStructureModels	Depth 2	14
SimulationBasedInference	Depth 2	13
DifferentialEvolutionMetropolis	Depth 2	13
SubsurfaceCore	Depth 2	13
ProbabilisticEchoInversion	Depth 2	12
IntrinsicTimescales	Depth 2	11
MicroCanonicalHMC	Depth 2	9
SideKicks	Depth 2	9
StratIntervals	Depth 2	8
ShipMMG	Depth 2	6
ParallelMCMC	Depth 2	6
BarBay	Depth 2	6
StarStats	Depth 2	6
NoLimits	Depth 2	5
CRRao	Depth 2	5
Turkie	Depth 2	4
PyTorchNormalizingFlows	Depth 2	4
AdditiveCellCom	Depth 2	4
SimulationBasedCalibration	Depth 2	4
SafetySignalDetection	Depth 2	3
CooccurrenceRegression	Depth 2	3
MCMCBenchmarks	Depth 2	2
Latte	Depth 2	1
BayesianMGMFRM	Depth 2	1
BayesFlux	Depth 2	0
AnimalBehavior	Depth 2	0
TuringModels	Depth 2	0
SubspaceInference	Depth 2	0
HierarchicalGaussianFiltering	Depth 3	40
OctofitterRadialVelocity	Depth 3	29
Baytes	Depth 3	22
BaytesPMCMC	Depth 3	19
BaytesFilters	Depth 3	18
BaytesSMC	Depth 3	18
ActiveInference	Depth 3	17
BaytesMCMC	Depth 3	17
BaytesInference	Depth 3	14
BaytesDiff	Depth 3	9
PrISM	Depth 3	7
Porosity	Depth 3	7
BaytesOptim	Depth 3	7
DiffEqTutorials	Depth 3	0