AbstractPPL

Last updated: Sep 18, 2026

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Total Downloads

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Dependencies

42 packages (9 direct, 33 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	456,799
JSON	Direct	429,390
StatsBase	Direct	308,827
MacroTools	Direct	302,548
Accessors	Direct	222,511
ADTypes	Direct	208,115
BangBang	Direct	39,831
DensityInterface	Direct	16,899
AbstractMCMC	Direct	8,284
Parsers	Depth 2	472,640
DataStructures	Depth 2	387,301
PrecompileTools	Depth 2	353,989
LogExpFunctions	Depth 2	325,311
SortingAlgorithms	Depth 2	301,749
StructUtils	Depth 2	294,246
IrrationalConstants	Depth 2	286,753
DataAPI	Depth 2	261,098
InverseFunctions	Depth 2	239,573
ConstructionBase	Depth 2	232,511
CompositionsBase	Depth 2	204,893
Statistics	Depth 2	203,917
Missings	Depth 2	201,371
StatsAPI	Depth 2	193,773
AliasTables	Depth 2	150,765
LoggingExtras	Depth 2	124,374
ProgressLogging	Depth 2	44,019
TerminalLoggers	Depth 2	37,355
InitialValues	Depth 2	36,649
ConsoleProgressMonitor	Depth 2	13,417
LogDensityProblems	Depth 2	7,897
Preferences	Depth 3	494,168
DocStringExtensions	Depth 3	306,033
ChainRulesCore	Depth 3	186,096
PtrArrays	Depth 3	159,056
ProgressMeter	Depth 3	101,558
ArgCheck	Depth 3	51,092
LeftChildRightSiblingTrees	Depth 3	40,608
ChangesOfVariables	Depth 3	31,354
SHA	Depth 3	197
Compat	Depth 4	362,914
AbstractTrees	Depth 4	110,557
TOML	Depth 4	5,240

Dependents

64 packages (7 direct, 57 transitive) · 23,656 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Bijectors	Direct	6,997
DynamicPPL	Direct	5,589
Turing	Direct	4,638
AdvancedVI	Direct	4,393
FlexiChains	Direct	1,379
JuliaBUGS	Direct	84
NormalizingFlows	Direct	12
TuringGLM	Depth 2	72
ActionModels	Depth 2	63
EasyModelAnalysis	Depth 2	61
DiffEqBayes	Depth 2	49
Transits	Depth 2	33
Octofitter	Depth 2	28
MCMCDebugging	Depth 2	27
MCPhylo	Depth 2	22
MCMCBenchmarks	Depth 2	20
ModelWrappers	Depth 2	13
NoLimits	Depth 2	11
Latte	Depth 2	10
BarBay	Depth 2	8
TuringModels	Depth 2	7
TermStructureModels	Depth 2	6
BayesianVectorAutoregressions	Depth 2	4
MicroCanonicalHMC	Depth 2	3
ProbabilisticEchoInversion	Depth 2	3
BOSS	Depth 2	3
ComposableTuringIDModels	Depth 2	2
StratIntervals	Depth 2	2
ParallelMCMC	Depth 2	1
Pioran	Depth 2	1
CRRao	Depth 2	1
SimulationBasedInference	Depth 2	1
DifferentialEvolutionMetropolis	Depth 2	1
Turkie	Depth 2	1
AnimalBehavior	Depth 2	1
IntrinsicTimescales	Depth 2	1
TuringBenchmarking	Depth 2	1
SubsurfaceCore	Depth 2	0
AdditiveCellCom	Depth 2	0
ShipMMG	Depth 2	0
PyTorchNormalizingFlows	Depth 2	0
SimulationBasedCalibration	Depth 2	0
SafetySignalDetection	Depth 2	0
BayesianMGMFRM	Depth 2	0
StarStats	Depth 2	0
SideKicks	Depth 2	0
CooccurrenceRegression	Depth 2	0
SubspaceInference	Depth 2	0
HeartRateLab	Depth 2	0
BayesFlux	Depth 2	0
OctofitterRadialVelocity	Depth 3	26
HierarchicalGaussianFiltering	Depth 3	18
DiffEqTutorials	Depth 3	15
BaytesFilters	Depth 3	13
BaytesMCMC	Depth 3	9
BaytesDiff	Depth 3	9
BaytesSMC	Depth 3	8
BaytesPMCMC	Depth 3	8
BaytesOptim	Depth 3	2
PrISM	Depth 3	0
BaytesInference	Depth 3	0
Baytes	Depth 3	0
Porosity	Depth 3	0
ActiveInference	Depth 3	0