Octobre 2022

Bonjour,

Voici les liens et les packages que j’ai repérés le mois dernier pour vous aider a suivre l’actualité du langage Julia. On m’a signalé un package obsolète dans la lettre du mois dernier. N’hésitez à me remonter les boulettes sur https://pnavaro.github.io/NouvellesJulia/. Il y a un outil de recherche donc vous pouvez retrouver une information que vous avez lue dans une ancienne lettre.

Lundi prochain, le 7 novembre, il y a un meetup sur PackageCompiler.jl par Kristoffer Carlsson.

Le prochain JuliaCon 2023 a été annoncé en présentiel MIT (Cambridge Massachusetts).

Billets de blog

• Pkg.jl and Julia Environments for Beginners

• Julia Development Workflow with Revise.jl

• Extracting data from Harry Potter with GPT-3

• 130 graded exercises to train your Julia for data analysis muscle

• Direct Automatic Differentiation of (Differential Equation) Solvers vs Analytical Adjoints: Which is Better?

Packages

• TensorOperations.jl: Julia package for tensor contractions and related operations.

• VectorInterface.jl: Julia interface for working with vector like objects.

• TestParticle.jl: Test particle tracing in electromagnetic field with Makie.

• Kibisis.jl: Doubly linked list implementation.

• DynamicExpressions.jl: Ridiculously fast dynamic expressions.

• DistributedSparseGrids.jl: An hierarchical adaptive sparse-grid implementation in the julia language

• WeightedPCA.jl: Optimally weighted PCA for samples with heterogeneous quality.

• SpeedyWeather.jl: The little sister of a big weather forecast model

• WorldDynamics.jl: An open-source framework written in Julia for global integrated assessment models.

• StatisticalGraphics.jl: Data visualization in Julia using VEGA library.

• TransportProperties.jl: A julia package for the calculation of diffusion coefficients, thermal conductivity, and viscosity of gases.

• CLFFT.jl: Julia bindings for AMD’s clFFT library.

• GeometricTools.jl: Methods for the manipulation of geometric data, grid generation, and visualization formatting.

• RedClust.jl: Julia package to perform Bayesian clustering of high-dimensional Euclidean data using pairwise dissimilarity information.

• GenericLinearAlgebra.jl: A fresh approach to numerical linear algebra in Julia.

• EvoTrees.jl: A Julia implementation of boosted trees with CPU and GPU support.

Vidéos

• Julia programming: HPC topics by Kristoffer Carlsson: 43 minutes.

• « Symbolic Numeric Programming in Julia » by Shashi Gowda (Strange Loop 2022): 37 minutes.

• A programming language to heal the planet together: Julia | Alan Edelman | TEDxMIT: 10 minutes.

Tutoriels, ouvrages et documentation

• Julia for High-Performance Scientific Computing

• Learn Julia by Coding 7 Projects – Hands-On Programming Tutorial

• JuliaNotes.jl: A collection of explanations and tips to make the best use of Julia. Many answers are extracts from solutions provided to user questions in the Julia Discourse.

Divers

• Natively compile and run parallel Hello World with MPICH_jll MPI in Julia!

A bientôt

Pierre

Abonnez-vous à la liste Julia du CNRS