AbstractPPL

Last updated: Oct 28, 2026

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Total Downloads

Lifetime Growth (cumulative)

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Dependencies

41 packages (9 direct, 32 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	953,423
JSON	Direct	855,645
MacroTools	Direct	698,644
StatsBase	Direct	542,766
Accessors	Direct	385,771
ADTypes	Direct	356,998
BangBang	Direct	72,638
DensityInterface	Direct	32,358
AbstractMCMC	Direct	21,926
Parsers	Depth 2	940,060
PrecompileTools	Depth 2	902,827
LogExpFunctions	Depth 2	830,725
DataStructures	Depth 2	750,167
IrrationalConstants	Depth 2	714,273
DataAPI	Depth 2	664,609
StructUtils	Depth 2	599,919
ConstructionBase	Depth 2	587,504
SortingAlgorithms	Depth 2	569,051
Missings	Depth 2	535,791
StatsAPI	Depth 2	495,408
InverseFunctions	Depth 2	484,403
AliasTables	Depth 2	428,230
Statistics	Depth 2	401,136
CompositionsBase	Depth 2	363,777
LoggingExtras	Depth 2	294,931
ProgressLogging	Depth 2	95,897
TerminalLoggers	Depth 2	77,089
InitialValues	Depth 2	64,723
ConsoleProgressMonitor	Depth 2	36,937
LogDensityProblems	Depth 2	20,536
Preferences	Depth 3	1,134,598
DocStringExtensions	Depth 3	778,389
ChainRulesCore	Depth 3	485,470
PtrArrays	Depth 3	439,377
ProgressMeter	Depth 3	308,443
ArgCheck	Depth 3	98,861
LeftChildRightSiblingTrees	Depth 3	91,544
ChangesOfVariables	Depth 3	60,487
SHA	Depth 3	461
AbstractTrees	Depth 4	264,274
TOML	Depth 4	8,959

Dependents

61 packages (6 direct, 55 transitive) · 49,898 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Bijectors	Direct	14,216
DynamicPPL	Direct	12,140
AdvancedVI	Direct	11,047
Turing	Direct	11,017
JuliaBUGS	Direct	114
NormalizingFlows	Direct	51
Octofitter	Depth 2	197
ActionModels	Depth 2	189
Transits	Depth 2	145
TermStructureModels	Depth 2	92
ModelWrappers	Depth 2	42
BOSS	Depth 2	33
Latte	Depth 2	20
BayesianVectorAutoregressions	Depth 2	18
DiffEqBayes	Depth 2	17
SimulationBasedInference	Depth 2	16
MCMCDebugging	Depth 2	16
EasyModelAnalysis	Depth 2	16
MicroCanonicalHMC	Depth 2	12
ComposableTuringIDModels	Depth 2	10
TuringBenchmarking	Depth 2	9
TuringGLM	Depth 2	7
NoLimits	Depth 2	7
IntrinsicTimescales	Depth 2	6
SubsurfaceCore	Depth 2	4
MCPhylo	Depth 2	3
Pioran	Depth 2	3
SideKicks	Depth 2	2
BayesianMGMFRM	Depth 2	1
Turkie	Depth 2	1
ShipMMG	Depth 2	1
CRRao	Depth 2	0
CooccurrenceRegression	Depth 2	0
ProbabilisticEchoInversion	Depth 2	0
StratIntervals	Depth 2	0
SafetySignalDetection	Depth 2	0
SimulationBasedCalibration	Depth 2	0
AdditiveCellCom	Depth 2	0
AnimalBehavior	Depth 2	0
MCMCBenchmarks	Depth 2	0
BarBay	Depth 2	0
PyTorchNormalizingFlows	Depth 2	0
StarStats	Depth 2	0
TuringModels	Depth 2	0
SubspaceInference	Depth 2	0
HeartRateLab	Depth 2	0
BayesFlux	Depth 2	0
OctofitterRadialVelocity	Depth 3	181
ActiveInference	Depth 3	45
BaytesPMCMC	Depth 3	42
BaytesMCMC	Depth 3	42
BaytesSMC	Depth 3	40
BaytesFilters	Depth 3	38
BaytesDiff	Depth 3	33
HierarchicalGaussianFiltering	Depth 3	17
BaytesOptim	Depth 3	4
Baytes	Depth 3	3
BaytesInference	Depth 3	1
Porosity	Depth 3	0
DiffEqTutorials	Depth 3	0
PrISM	Depth 3	0