AbstractPPL

Last updated: Oct 8, 2026

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Total Downloads

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Dependencies

42 packages (9 direct, 33 transitive)

Package	Depth ↑	Downloads ↓
OrderedCollections	Direct	943,645
JSON	Direct	885,758
MacroTools	Direct	717,190
StatsBase	Direct	625,520
Accessors	Direct	447,252
ADTypes	Direct	388,961
BangBang	Direct	74,865
DensityInterface	Direct	33,369
AbstractMCMC	Direct	16,487
Parsers	Depth 2	980,094
PrecompileTools	Depth 2	844,731
DataStructures	Depth 2	804,373
LogExpFunctions	Depth 2	766,173
IrrationalConstants	Depth 2	685,590
DataAPI	Depth 2	641,903
SortingAlgorithms	Depth 2	618,487
StructUtils	Depth 2	614,773
ConstructionBase	Depth 2	582,604
InverseFunctions	Depth 2	512,912
Missings	Depth 2	501,668
StatsAPI	Depth 2	482,403
Statistics	Depth 2	436,573
CompositionsBase	Depth 2	424,518
AliasTables	Depth 2	403,174
LoggingExtras	Depth 2	254,501
ProgressLogging	Depth 2	89,583
TerminalLoggers	Depth 2	72,333
InitialValues	Depth 2	69,473
ConsoleProgressMonitor	Depth 2	30,623
LogDensityProblems	Depth 2	15,053
Preferences	Depth 3	1,143,962
DocStringExtensions	Depth 3	727,238
ChainRulesCore	Depth 3	456,441
PtrArrays	Depth 3	416,988
ProgressMeter	Depth 3	244,155
ArgCheck	Depth 3	94,066
LeftChildRightSiblingTrees	Depth 3	82,134
ChangesOfVariables	Depth 3	61,253
SHA	Depth 3	479
Compat	Depth 4	824,370
AbstractTrees	Depth 4	283,247
TOML	Depth 4	9,529

Dependents

64 packages (7 direct, 57 transitive) · 47,236 downloads (last 30 days)

Package	Depth ↑	Downloads ↓
Bijectors	Direct	12,891
DynamicPPL	Direct	10,263
Turing	Direct	8,706
AdvancedVI	Direct	8,397
FlexiChains	Direct	4,891
JuliaBUGS	Direct	169
NormalizingFlows	Direct	89
ActionModels	Depth 2	309
Transits	Depth 2	234
Octofitter	Depth 2	169
DifferentialEvolutionMetropolis	Depth 2	114
Latte	Depth 2	107
MicroCanonicalHMC	Depth 2	100
TermStructureModels	Depth 2	72
SimulationBasedInference	Depth 2	60
EasyModelAnalysis	Depth 2	52
NoLimits	Depth 2	45
BOSS	Depth 2	40
ComposableTuringIDModels	Depth 2	36
ModelWrappers	Depth 2	30
MCPhylo	Depth 2	25
BayesianVectorAutoregressions	Depth 2	25
DiffEqBayes	Depth 2	25
BayesianMGMFRM	Depth 2	23
MCMCDebugging	Depth 2	19
ParallelMCMC	Depth 2	17
TuringGLM	Depth 2	17
TuringBenchmarking	Depth 2	11
BarBay	Depth 2	8
SubsurfaceCore	Depth 2	4
ProbabilisticEchoInversion	Depth 2	3
SideKicks	Depth 2	2
StratIntervals	Depth 2	2
Pioran	Depth 2	2
CRRao	Depth 2	1
BayesFlux	Depth 2	0
SubspaceInference	Depth 2	0
MCMCBenchmarks	Depth 2	0
ShipMMG	Depth 2	0
IntrinsicTimescales	Depth 2	0
AnimalBehavior	Depth 2	0
PyTorchNormalizingFlows	Depth 2	0
HeartRateLab	Depth 2	0
SimulationBasedCalibration	Depth 2	0
StarStats	Depth 2	0
CooccurrenceRegression	Depth 2	0
SafetySignalDetection	Depth 2	0
Turkie	Depth 2	0
TuringModels	Depth 2	0
AdditiveCellCom	Depth 2	0
OctofitterRadialVelocity	Depth 3	87
ActiveInference	Depth 3	37
BaytesMCMC	Depth 3	29
BaytesFilters	Depth 3	28
BaytesDiff	Depth 3	27
BaytesPMCMC	Depth 3	26
BaytesSMC	Depth 3	24
HierarchicalGaussianFiltering	Depth 3	20
BaytesOptim	Depth 3	0
Porosity	Depth 3	0
PrISM	Depth 3	0
Baytes	Depth 3	0
BaytesInference	Depth 3	0
DiffEqTutorials	Depth 3	0