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julialang.org

The Julia Language Blog: posts on numerical, technical, distributed and parallel computing, language design, releases and the Julia community.

Other languagesPerformance / optimizationMath

’15’20’25
Posts
161 from 14 Feb 2012 to 10 Sep 2026
Posting
monthly (10 in the last year)
Kind
project news
Feed
https://julialang.org/feed.xml

2026 7

  1. Julia 1.13 Highlights
  2. high performance
  3. This Month in Julia World (February 2026)
  4. Community
  5. This Month in Julia World (January 2026)
  6. Install v1.13.2
  7. This Month in Julia World (December 2025)

2025 16

  1. This Month in Julia World (November 2025)
  2. Launching the Julia Security Working Group
  3. This Month in Julia World (October 2025)
  4. Julia 1.12 Highlights
  5. This Month in Julia World (September 2025)
  6. This Month in Julia World (August 2025)
  7. This Month in Julia World (June and July 2025)
  8. Announcing Google Summer of Code 2025 selected projects
  9. This Month in Julia World (May 2025)
  10. This Month in Julia World (April 2025)
  11. This Month in Julia World (March 2025)
  12. This Month in Julia World (February 2025)
  13. So, You Want to Start a Julia Workgroup?
  14. This Month in Julia World (January 2025)
  15. The SatelliteToolbox.jl Ecosystem
  16. This Month in Julia World (December 2024)

2024 6

  1. This Month in Julia World (November 2024)
  2. Julia 1.11 Highlights
  3. This Month in Julia World (October 2024)
  4. This Month in Julia World (September 2024)
  5. JuliaCon Global 2025 and JuliaCon 2024 Wrap-Up
  6. 2024 GSoC and JSoC Fellows Announced

2023 3

  1. Julia 1.10 Highlights
  2. PSA: Thread-local state is no longer recommended
  3. Julia 1.9 Highlights

2022 4

  1. Julia 1.8 Highlights
  2. JuliaCon 2022 Highlights
  3. Doing small network scientific machine learning in Julia 5x faster than PyTorch
  4. Why We Use Julia, 10 Years Later

2021 14

  1. DTable – an early performance assessment of a new distributed table implementation
  2. Julia 1.7 Highlights
  3. Composability in Julia: Implementing Deep Equilibrium Models via Neural ODEs
  4. Julia User & Developer Survey 2021
  5. JuliaCon 2021 Highlights
  6. Simulation of a swimming dogfish shark
  7. Code, docs, and tests: what's in the General registry?
  8. JuliaCon 2021, the largest Julia Programming event in history
  9. Google Season of Docs 2020-2021 Wrap-Up
  10. Julia 1.6 Highlights
  11. Apache Arrow Support in Julia
  12. Profiling type-inference
  13. The 2020 Industry Julia Users Contributhon
  14. Tutorial on precompilation

2020 10

  1. Using time travel to remotely debug faulty DRAM
  2. Transitioning Code From Closed To Open: A JuliaCon 2020 Discussion Between Julia Users In Industry
  3. GSoC 2020 Wrap-Up
  4. Analyzing sources of compiler latency in Julia: method invalidations
  5. 2020 Julia User and Developer Survey
  6. JuliaCon 2020 Wrap-up
  7. Julia 1.5 Highlights
  8. GSoC and JSoC 2020 Project List
  9. Julia 1.5 Feature Preview: Time Traveling (Linux) Bug Reporting
  10. Google's Code-In Contest Wrap up

2019 19

  1. Yao.jl - Differentiable Quantum Programming In Julia
  2. 为 Julia 包设计的可靠、可复现的二进制工件系统
  3. Pkg + BinaryBuilder – The Next Generation
  4. Profiling tool wins and woes
  5. Julia夏季会议@Beijing - 本地化奖
  6. Julia的版本发布流程
  7. Julia Workshop@Beijing and the Julia Localization Prize
  8. Julia’s Release Process
  9. Julia User - Developer Survey 2019
  10. Julia将支持可组合的多线程并行机制
  11. Announcing composable multi-threaded parallelism in Julia
  12. Hello @DiffEqBot
  13. A Summer of Julia 2019
  14. Beyond machine learning pipelines with MLJ
  15. DiffEqFlux.jl – Julia 的神經微分方程套件
  16. A Julia interpreter and debugger
  17. The Julia Project and Its Entities
  18. GSoC 2018 - Parallel Implementations of Graph Analysis Algorithms
  19. DiffEqFlux.jl – A Julia Library for Neural Differential Equations

2018 18

  1. Building a Language and Compiler for Machine Learning
  2. How to get started with Julia 1.0's package manager
  3. A portrait of JuliaCon 2018
  4. The Julia Community Prizes, 2018
  5. GSoC 2018 and Speech Recognition for the Flux Model Zoo: The Conclusion
  6. GSoC 2018: Adding Newer Features and Speeding up Convolutions in Flux
  7. Union-splitting: what it is, and why you should care
  8. Announcing the release of Julia 1.0
  9. Julia 1.0 正式发布 (Simplified Chinese)
  10. Julia 1.0 正式發佈 (Traditional Chinese)
  11. Julia 1.0 Anunciando el release de Julia 1.0 (Spanish)
  12. GSoC 2018: Reinforcement Learning and Generative models using Flux
  13. Writing Iterators in Julia 0.7
  14. First-Class Statistical Missing Values Support in Julia 0.7
  15. Extensible broadcast fusion
  16. Tetris coming to Julia language for v1.0
  17. Some π-ography
  18. Julia joins NumFOCUS in Google Summer of Code 2018

2017 23

  1. 機器學習以及程式語言(Traditional Chinese)
  2. 机器学习与编程语言 (Simplified Chinese)
  3. On Machine Learning and Programming Languages
  4. GSoC 2017: Native Julia second order ODE and BVP solvers
  5. NeuralNetDiffEq.jl: A Neural Network solver for ODEs
  6. Command interpolation for dummies
  7. GSoC 2017 Project: Hamiltonian Indirect Inference
  8. GSoC 2017: Parallelism in BioJulia
  9. GSoC 2017: Efficient Discretizations of PDE Operators
  10. GSoC 2017 Project: MCMC with flexible numbers of parameters
  11. GSoC 2017 : A Wrapper for the FEniCS Finite Element Toolbox
  12. GSoC 2017: Documentation Browser for Juno
  13. GSoC 2017: Implementing iterative solvers for numerical linear algebra
  14. JuliaCon 2017 on the West Coast
  15. Creating domain-specific languages in Julia using macros
  16. Julia 0.6 Release Announcement
  17. Julia available in Raspbian on the Raspberry Pi
  18. Upgrades to the REPL in Julia 0.6
  19. Knowing where you are: custom array indices in Julia
  20. Paper in SIAM Review: Julia - A Fresh Approach to Numerical Computing
  21. Some fun with Π in Julia
  22. Technical preview: Native GPU programming with CUDAnative.jl
  23. More Dots: Syntactic Loop Fusion in Julia

2016 14

  1. Julia 0.5 Highlights
  2. Julia 0.5 Release Announcement
  3. StructuredQueries.jl - A generic data manipulation framework
  4. A Personal Perspective On JuliaCon 2016
  5. BioJulia 2016 - online sequence search, sequence demultiplexing, new readers and much more!
  6. Graft.jl - General purpose graph analytics for Julia
  7. Announcing support for complex-domain linear programs in Convex.jl
  8. An invitation to JuliaCon 2016
  9. BioJulia Project in 2016
  10. Google Summer of Code 2016
  11. Generalizing AbstractArrays: opportunities and challenges
  12. An introduction to ParallelAccelerator.jl
  13. Multidimensional algorithms and iteration
  14. Julia IDE work in Atom

2015 9

  1. JSoC 2015 project: DataStreams.jl
  2. JSoC 2015 project: Automatic Differentiation in Julia with ForwardDiff.jl
  3. JSoC 2015 project: Interactive Visualizations in Julia with GLVisualize.jl
  4. JSoC 2015 project: Efficient data structures and algorithms for sequence analysis in BioJulia
  5. JSoC 2015 project: Interactive 3D Graphics in the Browser with Compose3D
  6. JSoC 2015 project: NullableArrays.jl
  7. Julia 0.4 Release Announcement
  8. JuliaCon 2015 Preview - Deep Learning, 3D Printing, Parallel Computing, and so much more
  9. Julia Summer of Code 2015

2014 3

  1. Julia 0.3 Release Announcement
  2. JuliaCon 2014 Optimization Presentations
  3. JuliaCon 2014 Opening Session Presentations

2013 8

  1. Fast Numeric Computation in Julia
  2. Building GUIs with Julia, Tk, and Cairo, Part II
  3. Building GUIs with Julia, Tk, and Cairo, Part I
  4. Passing Julia Callback Functions to C
  5. Put This In Your Pipe
  6. Distributed Numerical Optimization
  7. Videos from the Julia tutorial at MIT
  8. Efficient Aggregates in Julia

2012 7

  1. Design and implementation of Julia
  2. New York Open Stats Meetup
  3. Lang.NEXT Announcement
  4. Shelling Out Sucks
  5. Stanford Talk Announcement
  6. 为什么我们要创造Julia (Simplified Chinese)
  7. Why We Created Julia