Mai 2023

Bonjour, vous avez certainement installé la nouvelle version, je vous conseille de lire le billet Julia 1.9 Highlights.

La liste de tous les exposés pour JuliaCon 2023 est disponible. Voici les orateurs et l’oratrice travaillant en France, désolé si j’ai oublié quelqu’un :

• Aurora Rossi

• Cédric Belmant

• François Pacaud

• Jean-Baptiste Caillau

• Joseph Gergaud

• Olivier Cots

• Pierre Martinon

• Xavier Gandibleux

Billets de blog¶

• Matthijs Cox - Clean Code Tips for Scientists #1 - Reproducible Environments

• Matthijs Cox - Extreme Multi-Threading: C++ and Julia 1.9 Integration

• Matthijs Cox - How to solve the two language problem?

• Matthijs Cox - Building a Scalable Inner-Source Ecosystem For Collaborative Development

• Michal Jagodzinski - multiple satellites plotting and ground station visibility analysis

• Bogumił Kamiński - To copy or not to copy, that is the question

• Bogumił Kamiński - Ref ref.

• Logan Kilpatrick - Julia 1.9: A New Era of Performance and Flexibility

• Dheepak Krishnamurthy - Understanding variables and mutability in Julia

• Petr Krysl - Replacing legacy code (FORTRAN) with Julia

• Tamás K. Papp - TransformVariables.jl gets pretty printing

• Natassha Selvaraj - Meet Julia: The Future of Data Science, The next big thing, or just massively overhyped?

Packages¶

• AdaptableFunctions.jl : Julia package that defines an input-specific function specialization/optimization API.

• AdaptiveKDTrees.jl : An adaptive/incremental kNN and Range Search query implementation in Julia.

• AlgebraicJulia/RegNets.jl : A compositional approach to modeling regulatory networks.

• AppleAccelerate.jl : Julia interface to the macOS Accelerate framework.

• CalculustCore.jl : Ecosystem for writing partial differential equation solvers.

• CIndices.jl : Tiny package to allow using sparse arrays from C without incrementing indices.

• Constellation.jl : Client Julia pour Constellation, le réseau distribué pour les données scientifiques.

• CuFluxSampler.jl : GPU-accelerated algorithms for flux sampling in CUDA.jl.

• DashSVD.jl : Julia implementation for dashSVD Algorithm with Shifted Power Iteration for Sparse Data.

• DocumenterDiagrams.jl : Diagram features for Documenter.jl, powered by Kroki.jl.

• DynamicScope.jl : Dynamically scoped functions in Julia.

• ExponentialNoiseSDE.jl : Regression of stochastic processes with exponentially correleted noise. A Julia package designed to estimate the drift and noise functions of a stochastic differential equation from multiple data sources. The regression is flexable enough to account for white or exponentially correlated noise.

• FrankWolfe.jl : Julia implementation for various Frank-Wolfe and Conditional Gradient variants.

• FresnelEquations.jl : A Julia package that defines the Fresnel equations, describing what happens to electromagnetic waves at material interface.

• Hecke.jl : Computational algebraic number theory.

• Inherit.jl : Inherit fields and method interfaces in Julia.

• Knockoffs.jl : Variable Selection with Knockoffs.

• LearnAPI.jl : A Julia interface for training and applying models in machine learning and statistics.

• MatrixEquations.jl : Solution of Lyapunov, Sylvester and Riccati matrix equations using Julia.

• NearestCorrelationMatrix.jl : Compute the nearest correlation matrix using a pure Julia implementation.

• Polynomials4ML.jl : Polynomials for ML: fast evaluation, batching, differentiation.

• PrivateFields.jl : Disables fields access when defining a struct.

• ProtoStructs.jl : Easy prototyping of structs.

• RadialBasisFunctions.jl : Radial Basis Functions in Julia.

• Rocket.jl : Functional reactive programming extensions library for Julia.

• Semicoroutines.jl : C# style generators a.k.a. semi-coroutines for Julia.

• Stencils.jl : Static Stencil broadcasts for Julia.

• TSPSolvers.jl : A common interface to a few solvers for the Traveling Salesman Problem.

• Tempo.jl : Time transformations in Julia.

Vidéos¶

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

• Daniel Malafaia - Create a web app with Genie Builder GUI - Julia Tutorial

• Leandro Martinez - A computational chemist perspective on Fortran vs. Julia programming

• Abel Siqueira- Type inference, multiple dispatch, and type stability

• Gabe Weymouth - Live flow simulation tutorial with Waterlily.jl and Makie.jl

Tutoriels, Documentation¶

• Julia for biologists

• Inviscid and incompressible Navier-Stokes equations in 2D implemented in Julia and compiled to WASM

• Documentation for simple template repo for Julia!

• Pandas vs Julia - cheat sheet and comparison

• Threadpools in Julia

• Linear advection with CUDA.jl

• Core functions for the Julia edition of the book “Fundamentals of Numerical Computation” by Driscoll and Braun.

• Lorenz Attraction App in Julia

Pierre

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