AbstractPPL

Last updated: Aug 25, 2026

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Total Downloads

Lifetime Growth (cumulative)

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Dependencies

42 packages (9 direct, 33 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	394,702
JSON	Direct	351,821
MacroTools	Direct	292,773
StatsBase	Direct	218,012
Accessors	Direct	150,746
ADTypes	Direct	135,489
BangBang	Direct	37,625
DensityInterface	Direct	19,311
AbstractMCMC	Direct	11,314
Parsers	Depth 2	381,938
PrecompileTools	Depth 2	366,113
DataStructures	Depth 2	339,567
LogExpFunctions	Depth 2	311,067
IrrationalConstants	Depth 2	271,784
DataAPI	Depth 2	256,373
SortingAlgorithms	Depth 2	234,008
StructUtils	Depth 2	225,716
ConstructionBase	Depth 2	225,490
Missings	Depth 2	198,002
StatsAPI	Depth 2	187,716
InverseFunctions	Depth 2	169,228
AliasTables	Depth 2	140,428
LoggingExtras	Depth 2	135,991
CompositionsBase	Depth 2	133,663
Statistics	Depth 2	89,161
ProgressLogging	Depth 2	49,632
TerminalLoggers	Depth 2	40,701
InitialValues	Depth 2	34,439
ConsoleProgressMonitor	Depth 2	15,735
LogDensityProblems	Depth 2	9,485
Preferences	Depth 3	390,340
DocStringExtensions	Depth 3	301,616
ChainRulesCore	Depth 3	181,096
PtrArrays	Depth 3	148,708
ProgressMeter	Depth 3	111,669
ArgCheck	Depth 3	52,632
LeftChildRightSiblingTrees	Depth 3	46,284
ChangesOfVariables	Depth 3	37,905
SHA	Depth 3	152
Compat	Depth 4	374,012
AbstractTrees	Depth 4	114,048
TOML	Depth 4	7,161

Dependents

64 packages (7 direct, 57 transitive) · 31,567 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Bijectors	Direct	8,693
DynamicPPL	Direct	7,672
Turing	Direct	6,567
AdvancedVI	Direct	6,399
FlexiChains	Direct	1,435
JuliaBUGS	Direct	43
NormalizingFlows	Direct	39
TuringGLM	Depth 2	89
EasyModelAnalysis	Depth 2	66
DiffEqBayes	Depth 2	60
ActionModels	Depth 2	50
Transits	Depth 2	39
Octofitter	Depth 2	31
MCMCDebugging	Depth 2	31
ModelWrappers	Depth 2	27
MCPhylo	Depth 2	26
NoLimits	Depth 2	21
MCMCBenchmarks	Depth 2	20
SimulationBasedInference	Depth 2	18
MicroCanonicalHMC	Depth 2	17
TuringModels	Depth 2	10
Pioran	Depth 2	7
BayesianVectorAutoregressions	Depth 2	6
BOSS	Depth 2	5
Latte	Depth 2	5
ComposableTuringIDModels	Depth 2	4
TuringBenchmarking	Depth 2	3
HeartRateLab	Depth 2	2
DifferentialEvolutionMetropolis	Depth 2	2
ParallelMCMC	Depth 2	2
Turkie	Depth 2	1
ProbabilisticEchoInversion	Depth 2	1
AnimalBehavior	Depth 2	1
TermStructureModels	Depth 2	1
BarBay	Depth 2	1
StratIntervals	Depth 2	0
SafetySignalDetection	Depth 2	0
SubspaceInference	Depth 2	0
AdditiveCellCom	Depth 2	0
CooccurrenceRegression	Depth 2	0
CRRao	Depth 2	0
ShipMMG	Depth 2	0
BayesFlux	Depth 2	0
PyTorchNormalizingFlows	Depth 2	0
SubsurfaceCore	Depth 2	0
SideKicks	Depth 2	0
IntrinsicTimescales	Depth 2	0
BayesianMGMFRM	Depth 2	0
SimulationBasedCalibration	Depth 2	0
StarStats	Depth 2	0
BaytesFilters	Depth 3	27
OctofitterRadialVelocity	Depth 3	24
BaytesMCMC	Depth 3	23
BaytesDiff	Depth 3	23
BaytesPMCMC	Depth 3	22
BaytesSMC	Depth 3	22
DiffEqTutorials	Depth 3	15
HierarchicalGaussianFiltering	Depth 3	7
BaytesOptim	Depth 3	5
ActiveInference	Depth 3	3
Baytes	Depth 3	2
PrISM	Depth 3	0
BaytesInference	Depth 3	0
Porosity	Depth 3	0