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Top Pkgs Packages

1

Turing

Bayesian inference with probabilistic programming.

2

OnlineStats

⚡ Single-pass algorithms for statistics ⚡

3

POMDPs

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

4

Stheno

Probabilistic Programming with Gaussian processes in Julia

5

GeoStats

An extensible framework for high-performance geostatistics in Julia

6

TimeSeries

Time series toolkit for Julia

7

GaussianProcesses

A Julia package for Gaussian Processes

8

MultivariateStats

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

9

HypothesisTests

Hypothesis tests for Julia

10

Stan

Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.

11

BayesNets

Bayesian Networks for Julia

12

LowRankModels

LowRankModels.jl is a julia package for modeling and fitting generalized low rank models.

13

KernelDensity

Kernel density estimators for Julia

14

Omega

Causal, Higher-Order, Probabilistic Programming

15

Temporal

Time series implementation for the Julia language focused on efficiency and flexibility

16

Bootstrap

Statistical bootstrapping library for Julia

17

ControlSystemIdentification

System Identification toolbox for LTI systems, compatible with ControlSystems.jl

18

ManifoldLearning

A Julia package for manifold learning and nonlinear dimensionality reduction

19

GaussianMixtures

Large scale Gaussian Mixture Models

20

HMMBase

Hidden Markov Models for Julia.

21

AverageShiftedHistograms

⚡ Lightning fast density estimation in Julia ⚡

22

BayesianNonparametrics

BayesianNonparametrics in julia

23

BayesianDataFusion

Bayesian multi-tensor factorization methods, with side information

24

KernelEstimator

The julia package for nonparametric density estimate and regression

25

DependentBootstrap

Statistical bootstrap procedures for time-series data

26

ExtremeStats

Extreme value statistics in Julia

27

BasisFunctionExpansions

Basis Function Expansions for Julia

28

Jackknife

Jackknife resampling and estimation in Julia

29

RobustStats

A collection of robust statistical tests in Julia

30

CoDa

Compositional data analysis in Julia