• Julia

  • Referenced in 490 articles [sw13986]
  • Julia: A fast dynamic language for technical computing. Dynamic languages have become popular for scientific ... performance. This paper presents Julia, a new dynamic language for technical computing, designed for performance ... beginning by adapting and extending modern programming language techniques. A design based on generic functions ... makes it possible for much of the Julia library to be written in Julia itself...
  • JuMP

  • Referenced in 135 articles [sw16108]
  • Optimization. JuMP is an open-source modeling language that allows users to express a wide ... advantage of advanced features of the Julia programming language to offer unique functionality while achieving...
  • Nemo

  • Referenced in 19 articles [sw20280]
  • Number Theory Packages for the Julia Programming Language. We introduce two new packages, Nemo ... Hecke, written in the Julia programming language for computer algebra and number theory. We demonstrate ... performance generic algorithms can be implemented in Julia, without the need to resort...
  • Hecke

  • Referenced in 17 articles [sw20279]
  • Number Theory Packages for the Julia Programming Language. We introduce two new packages, Nemo ... Hecke, written in the Julia programming language for computer algebra and number theory. We demonstrate ... performance generic algorithms can be implemented in Julia, without the need to resort...
  • ECOS

  • Referenced in 58 articles [sw12123]
  • programming and modeling languages: CVX (Michael Grant), YALMIP (Johan Löfberg), Julia (João Felipe Santos, Iain...
  • Optim

  • Referenced in 18 articles [sw29999]
  • optimization capabilities written in the Julia programming language (Bezanson...
  • jInv

  • Referenced in 12 articles [sw15601]
  • jInv - a flexible Julia package for PDE parameter estimation. Estimating parameters of Partial Differential Equations ... Being written in the expressive programing language Julia, jInv is portable, easy to understand...
  • Flux

  • Referenced in 8 articles [sw31973]
  • written using the numerical computing language Julia (Bezanson et al. 2017). The package allows models ... Meanwhile, it makes heavy use of Julia’s language and compiler features to carry...
  • MathOptInterface.jl

  • Referenced in 7 articles [sw38215]
  • source algebraic modeling language in the Julia language. The regularity of the MathOptInterface representation leads...
  • Matrix Depot

  • Referenced in 7 articles [sw42301]
  • collection). Third, it fully exploits the Julia language. It uses multiple dispatch to help provide...
  • GaussianProcesses.jl

  • Referenced in 3 articles [sw42274]
  • Nonparametric Bayes Package for the Julia Language. Gaussian processes are a class of flexible nonparametric ... software, which is available in many programming languages. In this paper, we present a tutorial ... that has been developed for the Julia programming language. GaussianProcesses.jl utilizes ... inherent computational benefits of the Julia language, including multiple dispatch and just-in-time compilation...
  • Gridap

  • Referenced in 8 articles [sw34982]
  • framework, exclusively written in the Julia programming language, for the numerical simulation of a wide...
  • Turing

  • Referenced in 4 articles [sw36553]
  • user to write models using standard Julia syntax, and provides a wide range of sampling ... data science. Compared to other probabilistic programming languages, Turing has a special focus on modularity ... high-level numerical language Julia, makes Turing particularly extensible: new model families and inference methods...
  • POMDPs.jl

  • Referenced in 4 articles [sw21537]
  • purposes. It is written in the Julia language to allow flexible prototyping and large-scale...
  • JuSFEM

  • Referenced in 2 articles [sw36400]
  • elastic problems by utilizing the Julia language on multi-core CPU. The Julia language ... easy-to-use, and open-source programming language that was originally designed for high-performance ... parallel S-FEM developed with the Julia language. To verify the correctness and evaluate...
  • Aligator.jl

  • Referenced in 3 articles [sw26257]
  • Aligator.jl - a Julia package for loop invariant generation. We describe the Aligator.jl software package ... Aligator.jl is written in the programming language Julia and is open-source. Aligator.jl transforms program...
  • JuliaReach

  • Referenced in 3 articles [sw28217]
  • needed. The choice of the programming language Julia and the accompanying documentation of our toolbox ... performance that is comparable to statically compiled languages. Combining lazy operations in high dimensions...
  • SnFFT

  • Referenced in 3 articles [sw14298]
  • software library written in the Julia language to facilitate Fourier analysis on the symmetric group...
  • StatsWithJuliaBook

  • Referenced in 2 articles [sw41477]
  • artificial intelligence. This monograph uses the Julia language to guide the reader through an exploration ... independent chapters starting with an introduction of Julia, and moving through basic probability, distributions, statistical ... models. Ultimately this text introduces the Julia programming language as a computational tool, uniquely addressing ... illustrate dozens of key statistical concepts. The Julia code, written in a simple format with...