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Julia 1.0
Announcing the release of Julia 1.0. The much anticipated 1.0 release of Julia is the culmination of...
Julia Blog
Julia is a fast, dynamic, open-source programming language for scientific computing, data science, machine learning and more. Download Julia, learn the language, and explore its packages and community.
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Visit julialang.org → On Hacker News Feb 2012 – Sep 2026
Software Engineering 22Programming Languages 13AI & Machine Learning 4Systems & Performance 3Tools & Productivity 1Open Source 1
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Why we created Julia - new language for fresh approach to technical computing
In short, because we are greedy....
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Julia 1.6 Highlights
Some highlights of the Julia 1.6 release.
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A Julia Interpreter and Debugger
The authors are pleased to announce the release of a fully-featured...
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Why We Use Julia, 10 Years Later
10 years ago today, we published 'Why we Created Julia' ...
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Composable multi-threaded parallelism in Julia
Software performance depends more and more on exploiting multiple processor cores....
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Julia 1.9
Highlights of the Julia 1.9 release.
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Julia 1.13 highlights
Highlights of the Julia 1.13 release.
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Julia 1.5 Highlights
Julia version 1.5 has been released, featuring many performance improvements and new capabilities.
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Julia 1.8
Highlights of the Julia 1.8 release.
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Building a Language and Compiler for Machine Learning
Since we originally proposed the need for a first-class language, compiler and ecosystem for machine learning (ML), there have been plenty of interesting developments in the field. Not only have the tradeoffs in existing systems, such as TensorFlow and PyTo...
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Julia 1.7 Highlights
Some highlights of the Julia 1.7 release.
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DiffEqFlux.jl – A Julia Library for Neural Differential Equations
DiffEqFlux.jl – A Julia Library for Neural Differential Equations...
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Julia 1.12 highlights
Highlights of the Julia 1.12 release.
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Some fun with π in Julia
A Pi Day tour of π in Julia: how Julia represents π, computing it with inline assembly and Taylor series (Madhava and Machin), and finding guaranteed bounds with interval arithmetic.
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Doing small network scientific machine learning in Julia faster than PyTorch
Doing small network scientific machine learning in Julia 5x faster than PyTorch ...
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Julia 0.3 released
We are pleased to announce the release of Julia 0.3.0. This release contains numerous improvements across the...
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Time Traveling Linux Bug Reporting: Coming in Julia 1.5
Julia 1.5 is gaining a cool new bug reporting capability, leveraging mozilla's rr project to automatically create fully-reproducible bug reports
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Using time travel to remotely debug faulty DRAM
The story of debugging a mysterious Julia segfault.
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Julia 0.5 Highlights
It introduces more transformative features than any release since the first official version....
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Julia's Release Process
People involved in the day-to-day development of a project tend to become so familiar with its rhythm and process that they internalize it and it feels like everyone must just _know_ how each stage unfolds. Of course, from the outside looking in it's not so obvious. So I thought it might be helpful t...
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More Dots: Syntactic Loop Fusion in Julia
After a lengthy design process (https://github.com/JuliaLang/julia/issues/8450) and preliminary foundations in Julia 0.5 (/blog/2016-10-11-julia-0.5-highlights#vectorized_function_calls), Julia 0.6 includes new facilities for writing code in the "vectorized"...