# Latest

**URL:** https://discourse.julialang.org/latest.md?page=49

[Latest](https://discourse.julialang.org/latest.md) · [Categories](https://discourse.julialang.org/categories.md) · [Tags](https://discourse.julialang.org/tags.md)

**Page:** 50

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## [\[ANN\] BayesDensity.jl - A package for univariate nonparametric Bayesian density estimation](https://discourse.julialang.org/t/ann-bayesdensity-jl-a-package-for-univariate-nonparametric-bayesian-density-estimation/135779)

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**Author:** [@oskarhs](https://discourse.julialang.org/u/oskarhs)\
**Replies:** 2\
**Last updated:** [March 2, 2026, 8:03am UTC](https://discourse.julialang.org/t/ann-bayesdensity-jl-a-package-for-univariate-nonparametric-bayesian-density-estimation/135779 "2026-03-02T08:03:28Z")

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Hi Julia users! I am pleased to announce the first release of the BayesDensity.jl package! The goal of BayesDensity.jl is to provide a uniform interface to nonparametric Bayesian density estimation in one dimension. Th…

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## [CSL parser in Julia – Any approaches yet | who would maybe join?](https://discourse.julialang.org/t/csl-parser-in-julia-any-approaches-yet-who-would-maybe-join/57451)

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**Author:** [@kellertuer](https://discourse.julialang.org/u/kellertuer)\
**Replies:** 2\
**Last updated:** [March 2, 2026, 12:53am UTC](https://discourse.julialang.org/t/csl-parser-in-julia-any-approaches-yet-who-would-maybe-join/57451 "2026-03-02T00:53:28Z")

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Continuing the discussion from State of the Literature/References: I am thinking about having a CSL parser package (see https://citationstyles.org/ ) in Julia. Are there are approaches to this already? Would someone be …

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## [Finding mutations that Zygote complains about](https://discourse.julialang.org/t/finding-mutations-that-zygote-complains-about/135864)

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**Author:** [@Neodym](https://discourse.julialang.org/u/Neodym)\
**Replies:** 19\
**Last updated:** [March 1, 2026, 6:47pm UTC](https://discourse.julialang.org/t/finding-mutations-that-zygote-complains-about/135864 "2026-03-01T18:47:53Z")

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Hey, Apparently, I have some hidden mutations in my code that I cannot find. Unfortunately, Zygote easily finds them and complains about it. I get call stacks 40+ layers deep, the last of my own functions being near th…

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## [Has the nested\_nlsolve\_kwargs keyword been removed from the SciML FIRK BVP solvers?](https://discourse.julialang.org/t/has-the-nested-nlsolve-kwargs-keyword-been-removed-from-the-sciml-firk-bvp-solvers/135934)

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**Author:** [@ThermionicsGuy](https://discourse.julialang.org/u/ThermionicsGuy)\
**Replies:** 3\
**Last updated:** [March 1, 2026, 5:41pm UTC](https://discourse.julialang.org/t/has-the-nested-nlsolve-kwargs-keyword-been-removed-from-the-sciml-firk-bvp-solvers/135934 "2026-03-01T17:41:44Z")

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I want to control the tolerances and choice of nonlinear solution algorithm in the nested solver for the RaduaIIa5 boundary value problem solver. The documentation I can find says to use the nested\_nlsolve\_kwargs keyword…

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## [How to bind modules between tasks?](https://discourse.julialang.org/t/how-to-bind-modules-between-tasks/135772)

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**Author:** [@ubaldot](https://discourse.julialang.org/u/ubaldot)\
**Replies:** 6\
**Last updated:** [March 1, 2026, 3:54pm UTC](https://discourse.julialang.org/t/how-to-bind-modules-between-tasks/135772 "2026-03-01T15:54:44Z")

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I am trying to communicate to the repl remotely, but I am having problems in binding the Main module used by the repl and the Main module used by the server and I don’t know how to fix it. I prepared a couple of scripts…

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## [How to convert long form data frame for contour plot](https://discourse.julialang.org/t/how-to-convert-long-form-data-frame-for-contour-plot/135937)

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**Author:** [@Christopher\_Fisher](https://discourse.julialang.org/u/Christopher_Fisher)\
**Replies:** 2\
**Last updated:** [March 1, 2026, 2:25pm UTC](https://discourse.julialang.org/t/how-to-convert-long-form-data-frame-for-contour-plot/135937 "2026-03-01T14:25:58Z")

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Hello, As shown in the MWE below, I have a data frame with three variables in long form and would like to plot it as a contour plot. There are two issues. First, the variables x and y span a triangular area rather than …

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## [Code cell divider colors in VS code](https://discourse.julialang.org/t/code-cell-divider-colors-in-vs-code/135927)

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**Author:** [@kaushikr64](https://discourse.julialang.org/u/kaushikr64)\
**Replies:** 3\
**Last updated:** [March 1, 2026, 2:25pm UTC](https://discourse.julialang.org/t/code-cell-divider-colors-in-vs-code/135927 "2026-03-01T14:25:06Z")

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I make use of the code cell feature a lot to section my code, but in some VS code themes the code cell divider line is pretty hard to distinguish from the background. How do I change the color of these divider lines? A s…

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## [Physical units in Julia](https://discourse.julialang.org/t/physical-units-in-julia/76825)

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**Author:** [@tfiers](https://discourse.julialang.org/u/tfiers)\
**Replies:** 31\
**Last updated:** [March 1, 2026, 3:24am UTC](https://discourse.julialang.org/t/physical-units-in-julia/76825 "2026-03-01T03:24:37Z")

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A big reason I came to Julia was to have physical units for scientific computations: g = 4 \* nS, E = 0 \* mV, input\_currents = g \* (E .- V\_mems). All of the current solutions in Python are unfeasibly slow if you use t…

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## [Problems with julia web page](https://discourse.julialang.org/t/problems-with-julia-web-page/135908)

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**Author:** [@jdukelow](https://discourse.julialang.org/u/jdukelow)\
**Replies:** 6\
**Last updated:** [February 28, 2026, 9:31pm UTC](https://discourse.julialang.org/t/problems-with-julia-web-page/135908 "2026-02-28T21:31:50Z")

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I have been unable to access the julia documentation pdf, have been unable to access juliabox and have been unable to download the julia language tarball. I am dead in the water. What is going on. I am using Mint Linux …

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## [Memory Scratch Allocation Strategy Recommendations](https://discourse.julialang.org/t/memory-scratch-allocation-strategy-recommendations/135921)

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**Author:** [@termi-official](https://discourse.julialang.org/u/termi-official)\
**Replies:** 1\
**Last updated:** [February 28, 2026, 7:16pm UTC](https://discourse.julialang.org/t/memory-scratch-allocation-strategy-recommendations/135921 "2026-02-28T19:16:02Z")

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I have some small GPU program (finite element assembly of a heat problem) which I have written using a combination of CUDA and KernelAbstractions. The main kernel will be called repeatedly, so I want to preallocate the n…

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## [CUDA Float64 Float32 difference](https://discourse.julialang.org/t/cuda-float64-float32-difference/135922)

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**Author:** [@andrey2185](https://discourse.julialang.org/u/andrey2185)\
**Replies:** 1\
**Last updated:** [February 28, 2026, 3:45pm UTC](https://discourse.julialang.org/t/cuda-float64-float32-difference/135922 "2026-02-28T15:45:28Z")

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Hello. I use RTX 3070. Why is there no difference? using CUDA, BenchmarkTools function add!(X::AbstractVector{T}) where T return X .+= T(1) end A = CUDA.zeros(Float32, 10\_000\_000); B = CUDA.zeros(Float64, 10\_000\_000…

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## [JuliaCon 2026: Call for proposal deadline extended!](https://discourse.julialang.org/t/juliacon-2026-call-for-proposal-deadline-extended/135919)

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**Author:** [@vchuravy](https://discourse.julialang.org/u/vchuravy)\
**Replies:** 0\
**Last updated:** [February 28, 2026, 2:26pm UTC](https://discourse.julialang.org/t/juliacon-2026-call-for-proposal-deadline-extended/135919 "2026-02-28T14:26:59Z")

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The Call for Proposals is extended until March 7th! Submit your proposals on JuliaCon 2026 Call for Proposals

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## [Update to https://github.com/sterglee/JuliaDeepLearningFluxExamples project](https://discourse.julialang.org/t/update-to-https-github-com-sterglee-juliadeeplearningfluxexamples-project/135917)

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**Author:** [@Stergios\_Papadimitri](https://discourse.julialang.org/u/Stergios_Papadimitri)\
**Replies:** 0\
**Last updated:** [February 28, 2026, 11:00am UTC](https://discourse.julialang.org/t/update-to-https-github-com-sterglee-juliadeeplearningfluxexamples-project/135917 "2026-02-28T11:00:41Z")

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I like to announce that I have implemented many new models in the project.

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## [How to install Julia 1.11 on Mac?](https://discourse.julialang.org/t/how-to-install-julia-1-11-on-mac/135915)

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**Author:** [@ufechner7](https://discourse.julialang.org/u/ufechner7)\
**Replies:** 1\
**Last updated:** [February 28, 2026, 10:58am UTC](https://discourse.julialang.org/t/how-to-install-julia-1-11-on-mac/135915 "2026-02-28T10:58:06Z")

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For a course, I want my students to use Julia 1.11. For installation, the suggested way is curl -fsSL https://install.julialang.org | sh But this installs Julia 1.12. Is there a way to download and install either no J…

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## [How to avoid writing code that makes hardware become overheating?](https://discourse.julialang.org/t/how-to-avoid-writing-code-that-makes-hardware-become-overheating/135883)

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**Author:** [@WalterMadelim](https://discourse.julialang.org/u/WalterMadelim)\
**Replies:** 7\
**Last updated:** [February 28, 2026, 10:28am UTC](https://discourse.julialang.org/t/how-to-avoid-writing-code-that-makes-hardware-become-overheating/135883 "2026-02-28T10:28:03Z")

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I run julia code (multithreaded) on a Ubuntu machine. The cpu were 2 AMD chips that totally have 256 available threads out of 128 physical cores (i.e. 64 cores per chip entity). (But I find that julia can set thread numb…

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## [\[ANN\] Accord.jl v0.3: Production-Ready Discord Bots (CLI Scaffolding, Fault Injection & AI-Ready)](https://discourse.julialang.org/t/ann-accord-jl-v0-3-production-ready-discord-bots-cli-scaffolding-fault-injection-ai-ready/135905)

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**Author:** [@manelsen](https://discourse.julialang.org/u/manelsen)\
**Replies:** 0\
**Last updated:** [February 28, 2026, 4:11am UTC](https://discourse.julialang.org/t/ann-accord-jl-v0-3-production-ready-discord-bots-cli-scaffolding-fault-injection-ai-ready/135905 "2026-02-28T04:11:46Z")

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I am pleased to announce the release of Accord.jl v0.3.0. This update transitions the library from a simple API wrapper to a comprehensive framework for engineering robust Discord bots. The most significant addition is a…

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## [Agents.jl v6 + releases announcement post](https://discourse.julialang.org/t/agents-jl-v6-releases-announcement-post/111678)

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**Author:** [@Datseris](https://discourse.julialang.org/u/Datseris)\
**Replies:** 12\
**Last updated:** [February 27, 2026, 7:17pm UTC](https://discourse.julialang.org/t/agents-jl-v6-releases-announcement-post/111678 "2026-02-27T19:17:47Z")

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Hi everyone, we are happy to announce v6 of Agents.jl. This could well be the most major-est of Agents.jl major changes. We also hope that this will be last major increment of Agents.jl version, or at least, the last on…

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## [GSoC 2026 Interest - Turing.jl Gibbs Sampler Project](https://discourse.julialang.org/t/gsoc-2026-interest-turing-jl-gibbs-sampler-project/135888)

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**Author:** [@Anurag\_Gupta](https://discourse.julialang.org/u/Anurag_Gupta)\
**Replies:** 0\
**Last updated:** [February 27, 2026, 6:11pm UTC](https://discourse.julialang.org/t/gsoc-2026-interest-turing-jl-gibbs-sampler-project/135888 "2026-02-27T18:11:19Z")

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Title: GSoC 2025 Interest - Turing Gibbs Sampler Project Hi Julia community! I’m Anurag, a CS undergrad interested in applying for GSoC 2025 with Turing, specifically the “AbstractMCMC-based Gibbs Sampler” project. M…

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## [Audio processing in Julia](https://discourse.julialang.org/t/audio-processing-in-julia/35248)

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**Author:** [@minifdez11](https://discourse.julialang.org/u/minifdez11)\
**Replies:** 6\
**Last updated:** [February 27, 2026, 4:55pm UTC](https://discourse.julialang.org/t/audio-processing-in-julia/35248 "2026-02-27T16:55:30Z")

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Hi, I want to make some operations with an mp3 file or WAV file, like splitting, but idk how to make it in Julia, i saw that the pkgs LibSndFile.jl, AudioIO.jl and WAV.jl don’t work well, is there any library that will h…

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## [JuliaCon 2026: Call for Reviewers for the General track](https://discourse.julialang.org/t/juliacon-2026-call-for-reviewers-for-the-general-track/135887)

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**Author:** [@vchuravy](https://discourse.julialang.org/u/vchuravy)\
**Replies:** 0\
**Last updated:** [February 27, 2026, 4:09pm UTC](https://discourse.julialang.org/t/juliacon-2026-call-for-reviewers-for-the-general-track/135887 "2026-02-27T16:09:54Z")

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The JuliaCon Global 2026 organizing committee is recruiting reviewers for the General track for this year’s JuliaCon Global! You can indicate your interest in being a reviewer by filling out the form here. Please note t…

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## [Julia implementations of Pavel Pevzner algorithms and Deep Learning with Flux github repositories](https://discourse.julialang.org/t/julia-implementations-of-pavel-pevzner-algorithms-and-deep-learning-with-flux-github-repositories/135809)

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**Author:** [@Stergios\_Papadimitri](https://discourse.julialang.org/u/Stergios_Papadimitri)\
**Replies:** 7\
**Last updated:** [February 27, 2026, 2:43pm UTC](https://discourse.julialang.org/t/julia-implementations-of-pavel-pevzner-algorithms-and-deep-learning-with-flux-github-repositories/135809 "2026-02-27T14:43:31Z")

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I like to announce two new github repositories. The first one implements Bioinformatics Algorithms from the book “Bioinformatics Algorithms, 2nd and 3nd edition” of Pavel Pevzner et. all The other one Deep Learning e…

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## [Horns of the dilemma - C++ & Python binding or Julia](https://discourse.julialang.org/t/horns-of-the-dilemma-c-python-binding-or-julia/135886)

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**Author:** [@som.mukhopadhyay](https://discourse.julialang.org/u/som.mukhopadhyay)\
**Replies:** 0\
**Last updated:** [February 27, 2026, 2:41pm UTC](https://discourse.julialang.org/t/horns-of-the-dilemma-c-python-binding-or-julia/135886 "2026-02-27T14:41:06Z")

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Aah… I am at the crossroads - tried-and-true marriage (C++/Python) or solo act (Julia). I am starting new in julia and i must be honest - it looks great for an engineer interested in scientific software. i hope i will …

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## [Test can't see packages in main project](https://discourse.julialang.org/t/test-cant-see-packages-in-main-project/135859)

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**Author:** [@Magnus\_Lilledahl](https://discourse.julialang.org/u/Magnus_Lilledahl)\
**Replies:** 4\
**Last updated:** [February 27, 2026, 10:45am UTC](https://discourse.julialang.org/t/test-cant-see-packages-in-main-project/135859 "2026-02-27T10:45:20Z")

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I am trying to use workspaces for adding tests to a project. I have added \[workspace\] projects = \["test"\] to the Project.toml in the main package. The pkg\>status of the main project is Project AggregatorX v0.1.0 Statu…

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## [\[ANN\] MCPRepl.jl -- share your REPL with your AI Agent](https://discourse.julialang.org/t/ann-mcprepl-jl-share-your-repl-with-your-ai-agent/130536)

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**Author:** [@hexaeder](https://discourse.julialang.org/u/hexaeder)\
**Replies:** 32\
**Last updated:** [February 27, 2026, 9:09am UTC](https://discourse.julialang.org/t/ann-mcprepl-jl-share-your-repl-with-your-ai-agent/130536 "2026-02-27T09:09:27Z")

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I am experimenting a bit more with coding agents lately, especially Claude Code. To circumvent the TTFX issues, I am trying to teach Claude to use Julia how I use it: through the REPL. For that, I’ve created a small pack…

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## [Discount factor on graph edges and padding stages in SDDP.jl (NEWAVE-style)](https://discourse.julialang.org/t/discount-factor-on-graph-edges-and-padding-stages-in-sddp-jl-newave-style/135863)

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**Author:** [@MagnoOcarlos](https://discourse.julialang.org/u/MagnoOcarlos)\
**Replies:** 1\
**Last updated:** [February 27, 2026, 12:49am UTC](https://discourse.julialang.org/t/discount-factor-on-graph-edges-and-padding-stages-in-sddp-jl-newave-style/135863 "2026-02-27T00:49:52Z")

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Hi all, Following up on my previous question about Conditioning stochastic inflows on lagged state variables in SDDP.jl (PAR(p) model), I now have a question about applying the discount factor in the cost-to-go function…

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## [Disabling AI help while teaching with Pluto](https://discourse.julialang.org/t/disabling-ai-help-while-teaching-with-pluto/135516)

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**Author:** [@Offray](https://discourse.julialang.org/u/Offray)\
**Replies:** 4\
**Last updated:** [February 27, 2026, 12:06am UTC](https://discourse.julialang.org/t/disabling-ai-help-while-teaching-with-pluto/135516 "2026-02-27T00:06:29Z")

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Hi all, After having it in my radar for some years, I’ll be starting to teach in Julia in the Information Sciences department of the Javeriana University, in Bogota, Colombia. I have been a long Pharo user, enthusiast a…

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## [Compiler guarantees for floating-point rounding modes](https://discourse.julialang.org/t/compiler-guarantees-for-floating-point-rounding-modes/135808)

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**Author:** [@OlivierHnt](https://discourse.julialang.org/u/OlivierHnt)\
**Replies:** 6\
**Last updated:** [February 26, 2026, 10:54pm UTC](https://discourse.julialang.org/t/compiler-guarantees-for-floating-point-rounding-modes/135808 "2026-02-26T22:54:10Z")

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One of the recurring roadblocks in improving IntervalArithmetic.jl is the lack of support for changing the floating-point rounding mode (R.I.P. setrounding). LLVM supports changing rounding modes (see also: Setting Floa…

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## [How to test multiple dependency version ranges (\< v"1" and ≥ v"1") in GitHub CI?](https://discourse.julialang.org/t/how-to-test-multiple-dependency-version-ranges-v-1-and-v-1-in-github-ci/135857)

<div class="topic-metadata">

**Author:** [@singularitti](https://discourse.julialang.org/u/singularitti)\
**Replies:** 2\
**Last updated:** [February 26, 2026, 9:46pm UTC](https://discourse.julialang.org/t/how-to-test-multiple-dependency-version-ranges-v-1-and-v-1-in-github-ci/135857 "2026-02-26T21:46:28Z")

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I maintain a Julia package that supports multiple major versions of one of its dependencies. The dependency defines: get\_version()::VersionNumber and my tests contain logic like: if get\_version() \>= v"1" # test ne…

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## [Named tuple, numbers as keys](https://discourse.julialang.org/t/named-tuple-numbers-as-keys/135877)

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**Author:** [@mekapses](https://discourse.julialang.org/u/mekapses)\
**Replies:** 3\
**Last updated:** [February 26, 2026, 8:41pm UTC](https://discourse.julialang.org/t/named-tuple-numbers-as-keys/135877 "2026-02-26T20:41:16Z")

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So it looks as though you can’t use numbers as keys for a named tuple? I do a = (; zip(collect(1:2), wt\_pyramid)) and get ERROR: syntax: invalid named tuple element "zip(collect(1:2), wt\_pyramid)" around REPL\[…

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## [Strict world age conflict with julials](https://discourse.julialang.org/t/strict-world-age-conflict-with-julials/135875)

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**Author:** [@psion](https://discourse.julialang.org/u/psion)\
**Replies:** 2\
**Last updated:** [February 26, 2026, 8:14pm UTC](https://discourse.julialang.org/t/strict-world-age-conflict-with-julials/135875 "2026-02-26T20:14:30Z")

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Recently my LSP setup stopped working. I am using julials with nvim-lspconfig in neovim. Here is the main error that I think could be the coulprit. This is taken from the output of :LspLog \[ERROR\]\[2026-02-26 09:40:4…

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