Juillet-Août 2024

Bonjour,

Voici les nouvelles Julia de l’été. L’évènement marquant est JuliaCon avec l’habituel State Of Julia

Si il n’y avait qu’une vidéo à regarder, ce serait à mon avis celle-ci : New ways to compile

N’oubliez pas les Julia and Optimization Days à Toulouse les 28,29 et 30 octobre 2024.

Bonne rentrée !

Billets de blog¶

• Stefan Krastanov - This month in Julia world

• Justyn Nissly - Maximizing Julia Development with VSCode Extension

• Agata Skorupka - Distributed data parallel training for Julia (Flux.jl)

• Roger Luo - pattern matching and algebraic data types for Julia

• Ryan Benasutti - Julia in Docker

• Matthijs Cox - Julia Type Annotations

• Cameron Pfiffer - JuliaCon 2024 Retrospective

• Lee Phillips - Rankings of Julia books on Amazon

Packages¶

• About.jl know more about the structure or nature of objects in Julia.

• ArnoldiMethod.jl The Arnoldi Method with Krylov-Schur restart.

• BeeDeeDee.jl Behavior-Driven Development (BDD) for Julia.

• CentralDiff.jl Higher-order central finite difference scheme.

• CUTEst.jl repository of constrained and unconstrained nonlinear programming problems for testing and comparing optimization algorithms.

• FlashRank.jl Rapid Document Ranking, Powered by Lightweight Models.

• FlexiJoins.jl fresh take on joining tabular or non-tabular datasets.

• GALAHAD.jl the Julia interface to the GALAHAD library for smooth optimization problems.

• GalerkinToolkit.jl Finite-element toolbox.

• Kezdi.jl package that provides a Stata-like interface for data manipulation and analysis.

• KernelMatrices.jl package for working with hierarchical matrices.

• MakieExtra.jl more recipes and tools for Makie plots.

• Metida.jl fitting mixed-effects models with flexible random/repeated covariance structure.

• MethodInspector.jl package to inspect the names and types of method arguments.

• NetSurvival.jl A pure-Julia take on standard net survival routines.

• NovaML.jl machine learning framework.

• PoissonDiskSampling.jl n-dimensional Poisson disk sampling.

• Posets.jl Partially ordered sets fully compatible with Graphs.jl.

• PropertyGraphs.jl package for working with property graphs.

• QDistributions.jl quantile distributions and associated functions.

• RingStarProblems.jl solver of Ring Star Problem variants.

• RuleMiner.jl package for pattern mining.

• Runic.jl A code formatter with rules set in stone.

• StateSpaceDynamics.jl probabilistic state space models.

• ThreadPinning.jl Readily pin Julia threads to CPU-threads.

• Vizagrams.jl Integrating diagramming and data visualization.

• WhereIsMyDocstring.jl Helping you find and include docstrings.

Vidéos¶

• JuliaCon 2024 State of Julia

• Solving System of Linear Equations In Julia using Vim and Copilot

• Solving the knapsack problem using JuMP, HiGHS, and Julia on Vim with Copilot

• Interpreter Design Pattern with Julia’s Multiple Dispatch, Vim, and Copilot

• Hands-on with Julia for HPC on GPUs and CPUs

• “Why Julia?” A high level description of the features and benefits of programming in Julia.

Tutoriels, Documentation, Livres, Supports de cours...¶

• Julia for economists

• Using the julia engine in Quarto

• Comparison of Julia’s GPU Kernel based ODE solvers with other open-source GPU ODE solvers

• Style Guide · The Julia Language

• Automating Heterogeneous Parallelism in Numerical Differential Equations

• JuliaCon 2024 Dagger Workshop materials

• JuliaCon24 Workshop: Hands-on with Julia for HPC on GPUs and CPUs

• Potential of the Julia Programming Language for High Energy Physics Computing

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