Avril 2023

Bonjour, voici les liens et packages que j’ai noté pour ce mois d’avril. Je vous conseille de lire le billet de Matthijs Cox qui explique très bien la motivation et le public visé par les créateurs de Julia.
La liste de quelques exposés pour JuliaCon 2023 est disponible. Félicitations à Oskar Laverny et Ludovic Räss qui sont abonnés à cette liste.

Billets de blog

• Matthijs Cox - My Target Audience

• Bogumił Kamiński - MakieCon 2023 was amazing!

• Bogumił Kamiński - Element type surprises when processing collections in Julia

• Jakob Nybo Nissen - Julia’s latency: Past, present and future

• Jan Vanhove - Adjusting to Julia: Piecewise regression

Packages

• BestModelSubset.jl : a julia package to implement model selection algorithms on basic regression models.

• CodeAI.jl : AI code generator based on OpenAI.

• ConcurrentUtilities.jl : utilities for doing multithreaded or distributed work in Julia.

• EasyVega.jl : Julia bindings for the Vega visualization grammar.

• EvoLP.jl : playground for evolutionary computation in Julia.

• HeatTransferFluids.jl : Julia package for engineering heat transfer with fluids.

• HypergeometricFunctions.jl : generalized hypergeometric function implementation in Julia.

• JefimenkoModels.jl : time-domain solver for the electromagnetic fields produced by arbitrary (electric and magnetic) charges and currents.

• McmcHermes.jl : package for performing Markov Chain Monte Carlo algorithms.

• NarmViz.jl: visualize time series numerical association rules.

• NonlinearSystems.jl : solve nonlinear systems of equations and nonlinear least squares in Julia.

• ParticleDA.jl : data assimilation with particle filter distributed using MPI.

• PrecompileTools.jl : reduce time-to-first-execution of Julia code.

• ProjectEuler.jl: a package that allows offline access to challenging mathematical problems from Project Euler through Julia’s REPL. It is a valuable resource for those looking to improve their Julia programming skills while solving interesting mathematical problems.

• ReinforcementLearning.jl : a reinforcement learning package for Julia.

• ReTestItems.jl : run testitems in parallel.

• RTMsim.jl : a Julia module for filling simulations in Resin Transfer Moulding.

• SimpleCrystals.jl : an interface for generating simple crystal structures for molecular dynamics simulations.

• SingularIntegrals.jl : a Julia package for computing singular integrals.

• SparsePCA.jl : Julia package that provides an implementation of the sparse principal component analysis (SparsePCA) algorithm.

• SpeciesDistributionToolkit.jl : work with species distributions in Julia.

• TimeseriesTools.jl : a convenient package for working with time series as mathematical series, rather than date-indexed data structures.

• UnitfulCoordinateSystems.jl : a simple and efficient implementation of physically-based coordinate systems with Unitful dimensions.

Vidéos

• Kristoffer Carlsson - Julia: Workflow tips, and what is new in v1.9

• Du Bois Data Visualizations: A Julia Recipe | Eirik Brandsaas & Kyra Sadovi, Eirik Brandsaas

• Installing Julia & Pluto - Julia Journey Series start : Première vidéo d’une série destinée aux débutants.

Tutoriels, Documentation

• Florian Oswald - Computational Economics for PhDs

• Florian Oswald - Julia Bootcamp (for Economists)

• Aaron Christianson - Guide for writing shell scripts in Julia

• Algebra of Graphics tutorial with Makie

• David Amos - Five Minutes To Julia : How to quickly install and set up a professional Julia environment.

• JuliaNotes.jl : a collection of examples and explanations about Julia.

A bientôt

Pierre

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