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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

GaussianProcesses

A Julia package for Gaussian Processes

6

GeoStats

An extensible framework for high-performance geostatistics in Julia

7

MultivariateStats

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

8

TimeSeries

Time series toolkit for Julia

9

Stan

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

10

HypothesisTests

Hypothesis tests for Julia

11

LowRankModels

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

12

BayesNets

Bayesian Networks for Julia

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

GaussianMixtures

Large scale Gaussian Mixture Models

18

ControlSystemIdentification

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

19

ManifoldLearning

A Julia package for manifold learning and nonlinear dimensionality reduction

20

HMMBase

Hidden Markov Models for Julia.

21

AverageShiftedHistograms

ASH density estimation in pure Julia

22

BayesianNonparametrics

BayesianNonparametrics in julia

23

BayesianDataFusion

Bayesian multi-tensor factorization methods, with side information

24

DependentBootstrap

Statistical bootstrap procedures for time-series data

25

KernelEstimator

The julia package for nonparametric density estimate and regression

26

ExtremeStats

Extreme value statistics in Julia

27

Jackknife

Jackknife resampling and estimation in Julia

28

BasisFunctionExpansions

Basis Function Expansions for Julia

29

Jags

Julia package for using Jags as an external program

30

RobustStats

A collection of robust statistical tests in Julia