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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

TimeSeries

Time series toolkit for Julia

7

MultivariateStats

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

8

GeoStats

An extensible framework for high-performance geostatistics in Julia

9

LowRankModels

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

10

Stan

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

11

HypothesisTests

Hypothesis tests for Julia

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

ManifoldLearning

A Julia package for manifold learning and nonlinear dimensionality reduction

18

GaussianMixtures

Large scale Gaussian Mixture Models

19

ControlSystemIdentification

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

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

KernelEstimator

The julia package for nonparametric density estimate and regression

25

DependentBootstrap

Statistical bootstrap procedures for time-series data

26

CauseMap

Causal inference in non-linear dynamics systems

27

Jackknife

Jackknife resampling and estimation in Julia

28

BasisFunctionExpansions

Basis Function Expansions for Julia

29

ExtremeStats

Extreme value statistics in Julia

30

Jags

Julia package for using Jags as an external program