# Latest

**URL:** https://discourse.julialang.org/latest.md?page=13

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

**Page:** 14

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## [Likelihood model in Bayesian NODE](https://discourse.julialang.org/t/likelihood-model-in-bayesian-node/138664)

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**Author:** [@slwu89](https://discourse.julialang.org/u/slwu89)\
**Replies:** 2\
**Last updated:** [August 10, 2026, 10:39pm UTC](https://discourse.julialang.org/t/likelihood-model-in-bayesian-node/138664 "2026-08-10T22:39:21Z")

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Hi all, I’m reading Uncertainty Quantified Deep Bayesian Model Discovery · Overview of Julia's SciML. to play around with Bayesian NODEs. I noticed the loss function which actually gets passed to AdvancedHMC’s samplers i…

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## [Lpviz - Linear programming in the browser](https://discourse.julialang.org/t/lpviz-linear-programming-in-the-browser/133250)

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**Author:** [@klamike](https://discourse.julialang.org/u/klamike)\
**Replies:** 3\
**Last updated:** [August 10, 2026, 4:16pm UTC](https://discourse.julialang.org/t/lpviz-linear-programming-in-the-browser/133250 "2026-08-10T16:16:40Z")

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Hi everyone, I want to share with the Julia community lpviz.net, a visualization web-app for linear programming solvers. Basically, I’ve implemented some textbook LP algorithms and hooked them up to an HTML canvas so you…

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## [Skipping precompilation in VSCode test item framework](https://discourse.julialang.org/t/skipping-precompilation-in-vscode-test-item-framework/132147)

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**Author:** [@franckgaga](https://discourse.julialang.org/u/franckgaga)\
**Replies:** 3\
**Last updated:** [August 10, 2026, 3:01pm UTC](https://discourse.julialang.org/t/skipping-precompilation-in-vscode-test-item-framework/132147 "2026-08-10T15:01:35Z")

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My current workflow is having a project environnement in which I dev the package that I currently develop, ModelPredictiveControl.jl, and I include additional dependencies for the development. I also use the test item fr…

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## [\[ANN\] Unified Julia-Python Project Management](https://discourse.julialang.org/t/ann-unified-julia-python-project-management/138676)

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**Author:** [@alt-f4-dev](https://discourse.julialang.org/u/alt-f4-dev)\
**Replies:** 2\
**Last updated:** [August 10, 2026, 2:36pm UTC](https://discourse.julialang.org/t/ann-unified-julia-python-project-management/138676 "2026-08-10T14:36:26Z")

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\[ANN\] Unified Julia–Python project management ( jupy-cli ) I’ve been working on jupy-cli, which is a small cross-platform CLI for hybrid Julia–Python projects. The main idea is to treat the project environments Project.…

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## [Extracting specific months of multiple years in DataFrames](https://discourse.julialang.org/t/extracting-specific-months-of-multiple-years-in-dataframes/138707)

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**Author:** [@omgplshelp](https://discourse.julialang.org/u/omgplshelp)\
**Replies:** 4\
**Last updated:** [August 10, 2026, 1:16pm UTC](https://discourse.julialang.org/t/extracting-specific-months-of-multiple-years-in-dataframes/138707 "2026-08-10T13:16:33Z")

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Hello, I have a DataFrame with weather data for every day over a span of 10 years. I’m trying to calculate the monthly average temperature for the month of June of each year, so that I end up with 10 temperature values I…

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## [Julia stability vs Rust for Scientific Computing](https://discourse.julialang.org/t/julia-stability-vs-rust-for-scientific-computing/137094)

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**Author:** [@gunner](https://discourse.julialang.org/u/gunner)\
**Replies:** 43\
**Last updated:** [August 10, 2026, 12:33pm UTC](https://discourse.julialang.org/t/julia-stability-vs-rust-for-scientific-computing/137094 "2026-08-10T12:33:08Z")

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Hi everyone! I’ve been seriously considering investing time into Julia for scientific computing and operations research, and I genuinely want it to succeed: the promise of high-level syntax with near-C performance is inc…

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## [AOCL (not MKL) acceleration on AMD Ryzen CPU's](https://discourse.julialang.org/t/aocl-not-mkl-acceleration-on-amd-ryzen-cpus/112890)

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**Author:** [@aasdelat](https://discourse.julialang.org/u/aasdelat)\
**Replies:** 28\
**Last updated:** [August 10, 2026, 10:54am UTC](https://discourse.julialang.org/t/aocl-not-mkl-acceleration-on-amd-ryzen-cpus/112890 "2026-08-10T10:54:52Z")

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Hi: I am interested in calling a lapack routine, dgesvd, that makes a singular value decomposition of a matrix. The library LinearAlgebra.jl already does it, but it is a generic library that does not take full advantag…

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## [Absence of easy-to-use AMD AOCL-BLAS/LAPACK support for Julia?](https://discourse.julialang.org/t/absence-of-easy-to-use-amd-aocl-blas-lapack-support-for-julia/131697)

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**Author:** [@Norman](https://discourse.julialang.org/u/Norman)\
**Replies:** 7\
**Last updated:** [August 10, 2026, 10:52am UTC](https://discourse.julialang.org/t/absence-of-easy-to-use-amd-aocl-blas-lapack-support-for-julia/131697 "2026-08-10T10:52:21Z")

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With the growing popularity of AMD CPUs over the recent years, I wonder whether there has been any news on an easy-to-use package that allows the use of AOCL-BLAS and AOCL-LAPACK? I am looking for something like MKL.jl t…

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## [Pkg.resolve() fails](https://discourse.julialang.org/t/pkg-resolve-fails/138702)

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**Author:** [@ufechner7](https://discourse.julialang.org/u/ufechner7)\
**Replies:** 10\
**Last updated:** [August 10, 2026, 9:02am UTC](https://discourse.julialang.org/t/pkg-resolve-fails/138702 "2026-08-10T09:02:47Z")

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It is not clear to me how resolve is supposed to work. Scenario: I have a package A it depends on package B There is a new version of package B In package A I increase the compat entry of package B to the new versio…

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## [Slow compilation times due to Low RAM available on machine](https://discourse.julialang.org/t/slow-compilation-times-due-to-low-ram-available-on-machine/138696)

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**Author:** [@Tech\_Monk](https://discourse.julialang.org/u/Tech_Monk)\
**Replies:** 2\
**Last updated:** [August 10, 2026, 6:20am UTC](https://discourse.julialang.org/t/slow-compilation-times-due-to-low-ram-available-on-machine/138696 "2026-08-10T06:20:08Z")

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Each time I build julia with make -j4 it takes excruciatingly long.. Is there any solution to make this faster, each compile takes an hour or so..

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## [\[ANN\] PointCloudRegistration.jl](https://discourse.julialang.org/t/ann-pointcloudregistration-jl/138705)

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**Author:** [@a5sk6n](https://discourse.julialang.org/u/a5sk6n)\
**Replies:** 2\
**Last updated:** [August 10, 2026, 3:32am UTC](https://discourse.julialang.org/t/ann-pointcloudregistration-jl/138705 "2026-08-10T03:32:52Z")

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Hi everyone! I’d like to announce a new package I developed, called PointCloudRegistration.jl. It’s purpose is to rigidly (i.e. rotate, translate, and reflect) and non-rigidly (i.e. deform) register pairs of point clou…

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## [JuliaCon 2026 Hackathon Ideas](https://discourse.julialang.org/t/juliacon-2026-hackathon-ideas/137207)

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**Author:** [@alexander-leong](https://discourse.julialang.org/u/alexander-leong)\
**Replies:** 3\
**Last updated:** [August 9, 2026, 2:24pm UTC](https://discourse.julialang.org/t/juliacon-2026-hackathon-ideas/137207 "2026-08-09T14:24:36Z")

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Informal forum to discuss any ideas you want to share here.

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## [Convolutions does not work on CUDA](https://discourse.julialang.org/t/convolutions-does-not-work-on-cuda/138703)

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**Author:** [@Matej\_Zorek](https://discourse.julialang.org/u/Matej_Zorek)\
**Replies:** 0\
**Last updated:** [August 9, 2026, 12:49pm UTC](https://discourse.julialang.org/t/convolutions-does-not-work-on-cuda/138703 "2026-08-09T12:49:18Z")

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Hi, I have a problem with Convolutional layers on gpu. It simply does not work. I have installed CUDA and cuDNN. GPU works for “simple” layers like Dense, LayerNorm etc, but when i try evaluate Conv it gives me an error…

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## [What is your favourite font for coding in Julia?](https://discourse.julialang.org/t/what-is-your-favourite-font-for-coding-in-julia/138662)

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**Author:** [@blah\_blah.jl](https://discourse.julialang.org/u/blah_blah.jl)\
**Replies:** 19\
**Last updated:** [August 9, 2026, 11:38am UTC](https://discourse.julialang.org/t/what-is-your-favourite-font-for-coding-in-julia/138662 "2026-08-09T11:38:32Z")

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On a side note, what is the favourite font you guys use while coding in Julia, I need something good

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## [Benchmarking and threads](https://discourse.julialang.org/t/benchmarking-and-threads/138593)

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**Author:** [@phma](https://discourse.julialang.org/u/phma)\
**Replies:** 9\
**Last updated:** [August 9, 2026, 9:14am UTC](https://discourse.julialang.org/t/benchmarking-and-threads/138593 "2026-08-09T09:14:02Z")

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In the bench workspace, I have this function: function kaftorTime(textLen::Integer,keyLen::Integer) # in nanoseconds text=fill(0x69,textLen) key=fill(0x96,keyLen) trial=@benchmark kaftorEncrypt!($text,$key) me…

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## [\[ANN\] JulIDE plugin registry](https://discourse.julialang.org/t/ann-julide-plugin-registry/138701)

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**Author:** [@sinisterMage](https://discourse.julialang.org/u/sinisterMage)\
**Replies:** 2\
**Last updated:** [August 9, 2026, 9:06am UTC](https://discourse.julialang.org/t/ann-julide-plugin-registry/138701 "2026-08-09T09:06:00Z")

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Hello! i am excited to announce the official JulIDE plugin registry! there, you will be able to submit your own custom plugins for JulIDE, weather its for a package you like, a theme or just for fun, its welcome in the …

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## [Julia in iPad](https://discourse.julialang.org/t/julia-in-ipad/131304)

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**Author:** [@Ronis\_BR](https://discourse.julialang.org/u/Ronis_BR)\
**Replies:** 23\
**Last updated:** [August 9, 2026, 8:16am UTC](https://discourse.julialang.org/t/julia-in-ipad/131304 "2026-08-09T08:16:25Z")

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Hi! I talked to some people at JuliaCon and it seems that we will never get a native Julia REPL in an iPad due to Apple’s restrictions regarding JIT :frowning: That’s too bad, because we have this impressive hardware t…

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## [\[ANN\]Introducing RRCFilters.jl — a small Julia toolkit for digital communications](https://discourse.julialang.org/t/ann-introducing-rrcfilters-jl-a-small-julia-toolkit-for-digital-communications/138700)

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**Author:** [@blah\_blah.jl](https://discourse.julialang.org/u/blah_blah.jl)\
**Replies:** 0\
**Last updated:** [August 9, 2026, 7:52am UTC](https://discourse.julialang.org/t/ann-introducing-rrcfilters-jl-a-small-julia-toolkit-for-digital-communications/138700 "2026-08-09T07:52:38Z")

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Hey everyone! I recently published my first Julia DSP and digital-communications package: Somewhat embarrassingly, this project began with a slightly petty amount of spite toward MATLAB. I wanted to implement the commu…

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## [Discovery Loop - AI for Science Startup](https://discourse.julialang.org/t/discovery-loop-ai-for-science-startup/138658)

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**Author:** [@johnh](https://discourse.julialang.org/u/johnh)\
**Replies:** 2\
**Last updated:** [August 8, 2026, 11:58pm UTC](https://discourse.julialang.org/t/discovery-loop-ai-for-science-startup/138658 "2026-08-08T23:58:40Z")

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Maybe they will use Julia. They are ex Google so probably not… Julia would be ideal for their stated mission

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## [Is the development of 1.13 stuck?](https://discourse.julialang.org/t/is-the-development-of-1-13-stuck/138693)

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**Author:** [@ufechner7](https://discourse.julialang.org/u/ufechner7)\
**Replies:** 4\
**Last updated:** [August 8, 2026, 8:58pm UTC](https://discourse.julialang.org/t/is-the-development-of-1-13-stuck/138693 "2026-08-08T20:58:09Z")

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The same three open issues for more than two weeks: OK, it is summer, and everyone is on holiday. But I thought in the US you don’t have as many holidays as in Europe. Are there any blockers?

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## [Where can I find documentation for a package only on Julia General Registry? Reupload](https://discourse.julialang.org/t/where-can-i-find-documentation-for-a-package-only-on-julia-general-registry-reupload/138692)

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**Author:** [@Ahmed\_Salih](https://discourse.julialang.org/u/Ahmed_Salih)\
**Replies:** 1\
**Last updated:** [August 8, 2026, 8:32pm UTC](https://discourse.julialang.org/t/where-can-i-find-documentation-for-a-package-only-on-julia-general-registry-reupload/138692 "2026-08-08T20:32:23Z")

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Hello everyone, As some of you know, some quite popular packages were unfortunately deleted (or private) and not accessible on GitHub anymore. The reason for which I am very saddened that we managed to burn out a passi…

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## [Up requirement from 2.6.24+ to Linux 4.18 - for restartable sequences?](https://discourse.julialang.org/t/up-requirement-from-2-6-24-to-linux-4-18-for-restartable-sequences/138685)

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**Author:** [@Palli](https://discourse.julialang.org/u/Palli)\
**Replies:** 0\
**Last updated:** [August 8, 2026, 2:09pm UTC](https://discourse.julialang.org/t/up-requirement-from-2-6-24-to-linux-4-18-for-restartable-sequences/138685 "2026-08-08T14:09:51Z")

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Linux kernel 4.18 was officially released on August 12, 2018, already 8 years old EDIT: that was 4.8: October 2, 2016, soon a decade old, but the 4.18 Linux kernel, and older, are EOLed anyway already. After this year 6.…

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## [Online hackathon (Aug 2026): composing differentiable simulation pipelines](https://discourse.julialang.org/t/online-hackathon-aug-2026-composing-differentiable-simulation-pipelines/138669)

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**Author:** [@dionhaefner](https://discourse.julialang.org/u/dionhaefner)\
**Replies:** 2\
**Last updated:** [August 8, 2026, 9:08am UTC](https://discourse.julialang.org/t/online-hackathon-aug-2026-composing-differentiable-simulation-pipelines/138669 "2026-08-08T09:08:11Z")

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Hi there! I work at Pasteur Labs on Tesseract, an open-source tool for wrapping simulation components so they compose into end-to-end differentiable pipelines (w/ some existing Julia examples via juliacall). We’re runni…

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## [Ipopt has trouble with \`Vector{AffExpr} in MOI.Zeros\`](https://discourse.julialang.org/t/ipopt-has-trouble-with-vector-affexpr-in-moi-zeros/138395)

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**Author:** [@bernardofpc](https://discourse.julialang.org/u/bernardofpc)\
**Replies:** 10\
**Last updated:** [August 8, 2026, 8:30am UTC](https://discourse.julialang.org/t/ipopt-has-trouble-with-vector-affexpr-in-moi-zeros/138395 "2026-08-08T08:30:50Z")

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I have a JuMP model where solving with HiGHS and Ipopt results in different objective\_values. A JuMP Model ├ solver: Ipopt ├ objective\_sense: MIN\_SENSE │ └ objective\_function\_type: AffExpr ├ num\_variables: 54 ├ num\_cons…

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## [Environments](https://discourse.julialang.org/t/environments/138636)

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**Author:** [@blah\_blah.jl](https://discourse.julialang.org/u/blah_blah.jl)\
**Replies:** 20\
**Last updated:** [August 8, 2026, 3:20am UTC](https://discourse.julialang.org/t/environments/138636 "2026-08-08T03:20:38Z")

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Hey folks, I am surprised with the whirlwind of events that happened at the Discourse yesterday and I am honestly shocked to even ask stuff now, but I need help with something and I still believe there is hope and goodne…

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## [Issues Precompiling GLMakie](https://discourse.julialang.org/t/issues-precompiling-glmakie/134821)

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**Author:** [@firebat](https://discourse.julialang.org/u/firebat)\
**Replies:** 4\
**Last updated:** [August 8, 2026, 1:39am UTC](https://discourse.julialang.org/t/issues-precompiling-glmakie/134821 "2026-08-08T01:39:02Z")

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Hi all, not sure if this is the appropriate location for a general inquiry regarding a compile issue, although I wanted to ask if anyone could refer me to some resources on figuring out where I can get some understanding…

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## [Compilation-order-dependent type inference](https://discourse.julialang.org/t/compilation-order-dependent-type-inference/138666)

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**Author:** [@ettersi](https://discourse.julialang.org/u/ettersi)\
**Replies:** 1\
**Last updated:** [August 7, 2026, 10:02pm UTC](https://discourse.julialang.org/t/compilation-order-dependent-type-inference/138666 "2026-08-07T22:02:30Z")

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I have a fairly complex package where I’m observing some strange type inference behaviour. I expect that reducing my real problem to an MWE would be tricky, so instead I’m taking the liberty of presenting the problem in …

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## [\[ANN\] gRPCClient.jl v1.0.0 — Production-grade gRPC client for Julia](https://discourse.julialang.org/t/ann-grpcclient-jl-v1-0-0-production-grade-grpc-client-for-julia/135776)

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**Author:** [@csvance](https://discourse.julialang.org/u/csvance)\
**Replies:** 4\
**Last updated:** [August 7, 2026, 5:14pm UTC](https://discourse.julialang.org/t/ann-grpcclient-jl-v1-0-0-production-grade-grpc-client-for-julia/135776 "2026-08-07T17:14:35Z")

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Hello Julia community! I’m excited to announce the v1.0.0 release of gRPCClient.jl. Note: As v1.0.0 is a complete rewrite, it is a breaking release and is incompatible with previous versions. Features All four gRPC…

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## [Hypot is not consistent?](https://discourse.julialang.org/t/hypot-is-not-consistent/138663)

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**Author:** [@ettersi](https://discourse.julialang.org/u/ettersi)\
**Replies:** 6\
**Last updated:** [August 7, 2026, 4:41pm UTC](https://discourse.julialang.org/t/hypot-is-not-consistent/138663 "2026-08-07T16:41:38Z")

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Just saw this: julia\> Base.infer\_effects(hypot, NTuple{2, Float64}) (!c,+e,!n,+t,+s,+m,+u,+o,+r) How come hypot() is not consistent? Is this a problem of inference not being precise, or is there actually something that…

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## [Announcing ThinkDSP.jl: a Julia toolkit for signals, spectra, and audio](https://discourse.julialang.org/t/announcing-thinkdsp-jl-a-julia-toolkit-for-signals-spectra-and-audio/138660)

<div class="topic-metadata">

**Author:** [@blah\_blah.jl](https://discourse.julialang.org/u/blah_blah.jl)\
**Replies:** 2\
**Last updated:** [August 7, 2026, 4:01pm UTC](https://discourse.julialang.org/t/announcing-thinkdsp-jl-a-julia-toolkit-for-signals-spectra-and-audio/138660 "2026-08-07T16:01:17Z")

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I have always liked working with DSP in Python. Libraries such as the original Think DSP code make it easy to move from a signal, to a sampled wave, to a spectrum, apply a filter, and reconstruct the result without losin…

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