Janvier 2026

Bonjour!

Le prochain café Julia aura lieu le 5 février à 10:30. Lionel Zoubritzky nous présentera CrystalNets.jl. Rendez-vous sur cet indico pour l’inscription. Je compte sur vous.

Vous avez jusqu’au 28 février pour soumettre une proposition au prochain JuliaCon qui se déroule à Mayence du 10 au 14 aôut 2026.

Billets de blog et Articles¶

• Review: Julia trimming for Advent of Code 2025

• Where Julia Outshines Python - A Technical Deep-Dive into Julia’s Superior Performance

• This month in Julia world - 2025-12

• JuliaHub January 2026 Newsletter

• JOSS Papers in Julia

Packages¶

• AbstractOperators.jl Abstract operators for large scale optimization.

• AcceleratedDCTs.jl Device agnostic implementation of 1D/2D/3D Discrete Cosine Transforms.

• Breeze.jl Limited area LES-to-mesoscale atmosphere simulations based on Oceananigans.

• DifferentialRiccatiEquations.jl Solvers for autonomous matrix-valued generalized differential Riccati equations (GDREs) with low-rank solutions.

• DocumenterTypst.jl A Documenter.jl plugin for generating documentation in Typst/PDF format.

• EEGPlot.jl An interactive plot for electroencephalographic (EEG) data.

• ElasticWave2D.jl GPU-accelerated 2D elastic wave simulation.

• FastTanhSinhQuadrature.jl Fast and high-precision numerical integration using Tanh-Sinh (Double Exponential) quadrature.

• FastInterpolations.jl A high-performance fast 1D interpolation package.

• FormulaCompiler.jl High‑performance compilation of statistical formulas to zero‑allocation evaluators with FD/AD derivative support, serving as a stable computational foundation for post-estimation analysis and simulation with formula-based linear models.

• Glossaries.jl Add a Glossary to be used within your Docstrings.

• HPCSparseArrays.jl Distributed sparse matrix operations using MPI.

• HAdaptiveIntegration.jl Adaptive numerical integration over simplices and orthotopes.

• HazReg.jl Parametric hazard-based regression models.

• Margins.jl Methods for marginal effects, adjusted predictions, and contrasts for post-estimation with linear models.

• MPSKit.jl Quantum many-body systems simulation using Matrix Product States (MPS).

• ParaReal.jl A parareal orchestrator.

• PortfolioOptimisers.jl Portfolio Optimisation library.

• QILaplace.jl Tensor-network implementation of QFT & Discrete Laplace transforms.

• TrimCheck.jl Code validation compatibility with Julia’s --trim compiler option.

Vidéos¶

• Why Julia_s GPU-Accelerated ODE Solvers are 20x-100x Faster than Jax and PyTorch

• Fundamentals of Numerical Computation in Julia

• Manifolds in numerical computations with JuliaManifolds

• JuliaC: A New Tool for Building Julia Binaries

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

• Introduction to Julia for High Performance Computing : Paderborn Center for Parallel Computing edition.

• Programming for Mathematical Applications Introduction to computer programming, focusing on how to solve mathematical and scientific problems.

• Fundamentals of Numerical Computation in Julia

• DuckDB in Julia

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