# Latest

**URL:** https://discourse.julialang.org/latest.md?page=134

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

**Page:** 135

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## [Change the axis label](https://discourse.julialang.org/t/change-the-axis-label/130811)

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**Author:** [@Geegee](https://discourse.julialang.org/u/Geegee)\
**Replies:** 2\
**Last updated:** [July 18, 2025, 9:43am UTC](https://discourse.julialang.org/t/change-the-axis-label/130811 "2025-07-18T09:43:35Z")

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I have code like this and I get a figure as expected dfrm\_amp = DataFrame(px\_x= x, px\_y = y, z=amplitude, param\_id="amplitude") dfrm\_freq = DataFrame(px\_x= x, px\_y = y, z=driving\_freqs, param\_id="rabi\_freq") dfrm\_offset…

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## [Weave.jl report generation fails in PackageCompiler.jl App](https://discourse.julialang.org/t/weave-jl-report-generation-fails-in-packagecompiler-jl-app/130841)

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**Author:** [@apurvdarji](https://discourse.julialang.org/u/apurvdarji)\
**Replies:** 0\
**Last updated:** [July 18, 2025, 9:29am UTC](https://discourse.julialang.org/t/weave-jl-report-generation-fails-in-packagecompiler-jl-app/130841 "2025-07-18T09:29:00Z")

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I’m encountering an issue when generating a report from a compiled application that uses Weave.jl, which I built with PackageCompiler.jl. Initially, I received the following error: ┌ Warning: Error generating report! │…

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## [Gradual Julia-ization of Python libraries](https://discourse.julialang.org/t/gradual-julia-ization-of-python-libraries/117828)

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**Author:** [@MilesCranmer](https://discourse.julialang.org/u/MilesCranmer)\
**Replies:** 36\
**Last updated:** [July 18, 2025, 9:07am UTC](https://discourse.julialang.org/t/gradual-julia-ization-of-python-libraries/117828 "2025-07-18T09:07:26Z")

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Context Python has a large community\[1\]. However, many of its most-used numerical libraries – numpy, scipy, scikit-learn, pandas, pytorch, jax – are not written in Python. Instead, a frontend API is written in Python, hi…

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## [What is the appropriate workflow for running Jupyter Notebookes in VSCode with IJulia](https://discourse.julialang.org/t/what-is-the-appropriate-workflow-for-running-jupyter-notebookes-in-vscode-with-ijulia/130806)

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**Author:** [@Torkel](https://discourse.julialang.org/u/Torkel)\
**Replies:** 8\
**Last updated:** [July 18, 2025, 8:53am UTC](https://discourse.julialang.org/t/what-is-the-appropriate-workflow-for-running-jupyter-notebookes-in-vscode-with-ijulia/130806 "2025-07-18T08:53:17Z")

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So it is technically possible to run a Julia Jupyter notebook in VSCode without getting IJulia involved. However, this tends to get very buggy and I have been told that I should still get IJulia involved. What is actual…

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## [Keeping local Manifest.toml's up to date](https://discourse.julialang.org/t/keeping-local-manifest-tomls-up-to-date/130694)

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**Author:** [@Tamas\_Papp](https://discourse.julialang.org/u/Tamas_Papp)\
**Replies:** 9\
**Last updated:** [July 18, 2025, 7:50am UTC](https://discourse.julialang.org/t/keeping-local-manifest-tomls-up-to-date/130694 "2025-07-18T07:50:05Z")

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Generally, I do not commit Manifest.toml, docs/Manifest.toml and test/Manifest.toml (where applicable) to git repositories for packages. However, as a result, sometimes these become out of date for local clones of packa…

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## [Copyright and license of Julia packages](https://discourse.julialang.org/t/copyright-and-license-of-julia-packages/129598)

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**Author:** [@ufechner7](https://discourse.julialang.org/u/ufechner7)\
**Replies:** 37\
**Last updated:** [July 18, 2025, 3:04am UTC](https://discourse.julialang.org/t/copyright-and-license-of-julia-packages/129598 "2025-07-18T03:04:54Z")

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I see that many Julia packages do not have a license header like “# SPDX-License-Identifier: MIT” in their source files, often also do not have a copyright notice in the README.md file. Example: GitHub - JuliaControl/Co…

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## [How to define a variable with specific values from a set using JuMP](https://discourse.julialang.org/t/how-to-define-a-variable-with-specific-values-from-a-set-using-jump/130808)

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**Author:** [@Luiz\_Monteiro](https://discourse.julialang.org/u/Luiz_Monteiro)\
**Replies:** 3\
**Last updated:** [July 18, 2025, 1:21am UTC](https://discourse.julialang.org/t/how-to-define-a-variable-with-specific-values-from-a-set-using-jump/130808 "2025-07-18T01:21:56Z")

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Hi, I’m using JuMP and I would like to define a variable that can only assume specific values from a predefined set, for example: allowed\_values = \[10.0, 10.5, 11.0, 11.5, 12.0\] Is there a way to define a variable in …

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## [Fitting a distribution not supported by Distributions.jl](https://discourse.julialang.org/t/fitting-a-distribution-not-supported-by-distributions-jl/130818)

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**Author:** [@henry2004y](https://discourse.julialang.org/u/henry2004y)\
**Replies:** 6\
**Last updated:** [July 18, 2025, 1:14am UTC](https://discourse.julialang.org/t/fitting-a-distribution-not-supported-by-distributions-jl/130818 "2025-07-18T01:14:42Z")

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Hi, I want to fit an analytical distribution in Julia from discrete points. For instance, this specific Levy distribution is listed in Distributions.jl, but the fit method is not supported for this type: Distribution Fi…

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## [False positives when searching documentations](https://discourse.julialang.org/t/false-positives-when-searching-documentations/124793)

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**Author:** [@fgerick](https://discourse.julialang.org/u/fgerick)\
**Replies:** 4\
**Last updated:** [July 18, 2025, 12:35am UTC](https://discourse.julialang.org/t/false-positives-when-searching-documentations/124793 "2025-07-18T00:35:43Z")

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Hi, I have encountered this a few times already (without remembering other references): I just searched for “thread” in the Optimizations.jl documentation, giving two results: However, after clicking on the first pa…

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## [Making Jacobi symbol function faster](https://discourse.julialang.org/t/making-jacobi-symbol-function-faster/122141)

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**Author:** [@Janis\_Erdmanis](https://discourse.julialang.org/u/Janis_Erdmanis)\
**Replies:** 12\
**Last updated:** [July 17, 2025, 7:33pm UTC](https://discourse.julialang.org/t/making-jacobi-symbol-function-faster/122141 "2025-07-17T19:33:52Z")

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After wrapping amazingly fast OpenSSL for group operations (see OpenSSLGroups.jl), I found a new bottleneck for proof of shuffle verification in ShuffleProofs.jl. Half of the time my code now spends computing a Jacobi sy…

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## [Avoid bad parameters in Global Sensitivity Analysis (Morris)](https://discourse.julialang.org/t/avoid-bad-parameters-in-global-sensitivity-analysis-morris/66652)

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**Author:** [@ANasc](https://discourse.julialang.org/u/ANasc)\
**Replies:** 1\
**Last updated:** [July 17, 2025, 6:38pm UTC](https://discourse.julialang.org/t/avoid-bad-parameters-in-global-sensitivity-analysis-morris/66652 "2025-07-17T18:38:10Z")

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Hello, I’m using DiffEqSensitivity to perform a Global Sensitivity Analysis using the Morris method (similar to the first example here: Global Sensitivity Analysis · DifferentialEquations.jl but with a DDEProblem). The …

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## [Makie: Histogram of DateTime values](https://discourse.julialang.org/t/makie-histogram-of-datetime-values/130779)

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**Author:** [@elipivo](https://discourse.julialang.org/u/elipivo)\
**Replies:** 3\
**Last updated:** [July 17, 2025, 3:32pm UTC](https://discourse.julialang.org/t/makie-histogram-of-datetime-values/130779 "2025-07-17T15:32:04Z")

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How can you plot a histogram of datetimes with Makie? There is mention of axis-based unit conversions in the Makie documentation by setting the dim1\_conversion or dim2\_conversion attributes to Makie.DateTimeConversion(),…

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## [Write struct into binary file and read it back](https://discourse.julialang.org/t/write-struct-into-binary-file-and-read-it-back/130648)

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**Author:** [@Krisztian\_Novak](https://discourse.julialang.org/u/Krisztian_Novak)\
**Replies:** 15\
**Last updated:** [July 17, 2025, 3:25pm UTC](https://discourse.julialang.org/t/write-struct-into-binary-file-and-read-it-back/130648 "2025-07-17T15:25:42Z")

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I try to write a struct into a binary file and read it back. My code is the following: struct STRUCT x::Float64 y::Float64 z::Float64 end isbitstype(STRUCT) rp = STRUCT(2.0, 3.0, 4.0) open("test.bin", "w…

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## [Cannot update package (but Pkg claims new version is avaiable)](https://discourse.julialang.org/t/cannot-update-package-but-pkg-claims-new-version-is-avaiable/130807)

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**Author:** [@Torkel](https://discourse.julialang.org/u/Torkel)\
**Replies:** 8\
**Last updated:** [July 17, 2025, 1:39pm UTC](https://discourse.julialang.org/t/cannot-update-package-but-pkg-claims-new-version-is-avaiable/130807 "2025-07-17T13:39:29Z")

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I am not super fuzzed about having the latest version of OhMyREPL. However, I kind of would want to know what is going on here. Pkg seems to claim that a new version is available, and that there is nothing stopping me fr…

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## [Is Modal discontinuous galerkin implemented in trixi?](https://discourse.julialang.org/t/is-modal-discontinuous-galerkin-implemented-in-trixi/129089)

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**Author:** [@Deepak](https://discourse.julialang.org/u/Deepak)\
**Replies:** 1\
**Last updated:** [May 20, 2025, 5:17am UTC](https://discourse.julialang.org/t/is-modal-discontinuous-galerkin-implemented-in-trixi/129089 "2025-05-20T05:17:29Z")

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Hello everyone. I want to ask that whether modal DG is implemented in julia or it uses only nodal DG ?

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## [Various Julia logos and icons](https://discourse.julialang.org/t/various-julia-logos-and-icons/130719)

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**Author:** [@cormullion](https://discourse.julialang.org/u/cormullion)\
**Replies:** 5\
**Last updated:** [July 17, 2025, 10:52am UTC](https://discourse.julialang.org/t/various-julia-logos-and-icons/130719 "2025-07-17T10:52:38Z")

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I collected some of the logos that the Julia community has created over the years, and assembled them: (Unfortunately I just realised that I can’t upload PDFs to Discourse, and also that this PNG has been converted t…

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## [REPL Save/restore](https://discourse.julialang.org/t/repl-save-restore/130774)

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**Author:** [@benc](https://discourse.julialang.org/u/benc)\
**Replies:** 5\
**Last updated:** [July 17, 2025, 8:44am UTC](https://discourse.julialang.org/t/repl-save-restore/130774 "2025-07-17T08:44:17Z")

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When using the REPL, is it possible to save the state (memory) of the session, and restore it? (State being defined as all datastructures and functions loaded) When prototyping I need to load large-ish datasets, with i…

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## [\[ANN\] Einops.jl: Concise, declarative tensor operations](https://discourse.julialang.org/t/ann-einops-jl-concise-declarative-tensor-operations/130792)

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**Author:** [@AntonOresten](https://discourse.julialang.org/u/AntonOresten)\
**Replies:** 4\
**Last updated:** [July 17, 2025, 7:40am UTC](https://discourse.julialang.org/t/ann-einops-jl-concise-declarative-tensor-operations/130792 "2025-07-17T07:40:16Z")

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I’m excited to share that I’ve been working on Einops.jl, bringing the popular einops tensor manipulation syntax to Julia. While Julia’s array interface is already excellent thanks to multiple dispatch, there’s still val…

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## [Out of dynamic GPU memory?](https://discourse.julialang.org/t/out-of-dynamic-gpu-memory/76639)

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**Author:** [@peremato](https://discourse.julialang.org/u/peremato)\
**Replies:** 8\
**Last updated:** [July 16, 2025, 11:39pm UTC](https://discourse.julialang.org/t/out-of-dynamic-gpu-memory/76639 "2025-07-16T23:39:53Z")

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When running a kernel several times (3) I get the following exception (with -g2): ERROR: Out of dynamic GPU memory (trying to allocate 64 bytes) ERROR: Out of dynamic GPU memory (trying to allocate 64 bytes) ERROR: Out …

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## [Automated Execution of Julia using LLMs](https://discourse.julialang.org/t/automated-execution-of-julia-using-llms/130773)

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**Author:** [@compleat](https://discourse.julialang.org/u/compleat)\
**Replies:** 5\
**Last updated:** [July 16, 2025, 11:22pm UTC](https://discourse.julialang.org/t/automated-execution-of-julia-using-llms/130773 "2025-07-16T23:22:21Z")

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I have been using Manus to not only write code (mostly Python) but to run and automatically debug it as well, and produce reports, etc. It can do this easily because it has the most popular languages pre-installed on Ub…

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## [\[ANN\] MapUnroll.jl: Type stable, efficient map-like iterations](https://discourse.julialang.org/t/ann-mapunroll-jl-type-stable-efficient-map-like-iterations/130762)

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**Author:** [@Alec\_Loudenback](https://discourse.julialang.org/u/Alec_Loudenback)\
**Replies:** 6\
**Last updated:** [July 16, 2025, 10:25pm UTC](https://discourse.julialang.org/t/ann-mapunroll-jl-type-stable-efficient-map-like-iterations/130762 "2025-07-16T22:25:28Z")

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MapUnroll.jl will soon (end of this week) be registered in General if all goes well. Copying the whole readme since it’s not very long: Quickstart To avoid issues and ensure performance with maps that use intermediate …

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## [AppleAccelerate mystery](https://discourse.julialang.org/t/appleaccelerate-mystery/130787)

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**Author:** [@ctkelley](https://discourse.julialang.org/u/ctkelley)\
**Replies:** 2\
**Last updated:** [July 16, 2025, 7:54pm UTC](https://discourse.julialang.org/t/appleaccelerate-mystery/130787 "2025-07-16T19:54:02Z")

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When I use AppleAccelerate I’d expect that OpenBLAS would go away, but that is not the case. Is this what I should expect or is something going wrong? Apple Mac Mini, M2 pro, latest OS julia --startup=no …

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## [Cruise game engine v0.1.5: What's new and contributions in rendering & physics](https://discourse.julialang.org/t/cruise-game-engine-v0-1-5-whats-new-and-contributions-in-rendering-physics/130761)

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**Author:** [@Gesee](https://discourse.julialang.org/u/Gesee)\
**Replies:** 2\
**Last updated:** [July 16, 2025, 6:47pm UTC](https://discourse.julialang.org/t/cruise-game-engine-v0-1-5-whats-new-and-contributions-in-rendering-physics/130761 "2025-07-16T18:47:30Z")

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Cruise is a modular 2D/3D game engine for Julia, built on top of several standalone libraries (windowing, ECS, event systems, math, etc.), and acts as the orchestrator that makes them work together seamlessly. Recent Up…

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## [How does the Julia ecosystem fares against its competitors?](https://discourse.julialang.org/t/how-does-the-julia-ecosystem-fares-against-its-competitors/130754)

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**Author:** [@ajayantripathi](https://discourse.julialang.org/u/ajayantripathi)\
**Replies:** 7\
**Last updated:** [July 16, 2025, 5:35pm UTC](https://discourse.julialang.org/t/how-does-the-julia-ecosystem-fares-against-its-competitors/130754 "2025-07-16T17:35:19Z")

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I really like the idea of Julia so much so that i imagine it competing with Python, edging past MATLAB and eclipsing R and Stata. This idea in me was planted by a few of the posts where the authors compared the packages …

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## [Is Julia Falling Behind in Relevance? (because it's not used in LLM research?)](https://discourse.julialang.org/t/is-julia-falling-behind-in-relevance-because-its-not-used-in-llm-research/99048)

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**Author:** [@compleat](https://discourse.julialang.org/u/compleat)\
**Replies:** 68\
**Last updated:** [July 16, 2025, 4:47pm UTC](https://discourse.julialang.org/t/is-julia-falling-behind-in-relevance-because-its-not-used-in-llm-research/99048 "2025-07-16T16:47:01Z")

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Like many of us in the Machine Learning/Data Science community, I have been blindsided by the tsunami of developments in Large Language Models (LLM’s) in the past 6 month, not realising how fundamentally these advances w…

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## [Specify theming in the attributes with new Makie 0.24 Recipe syntax](https://discourse.julialang.org/t/specify-theming-in-the-attributes-with-new-makie-0-24-recipe-syntax/130763)

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**Author:** [@theabhirath](https://discourse.julialang.org/u/theabhirath)\
**Replies:** 4\
**Last updated:** [July 16, 2025, 2:48pm UTC](https://discourse.julialang.org/t/specify-theming-in-the-attributes-with-new-makie-0-24-recipe-syntax/130763 "2025-07-16T14:48:05Z")

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I want to try and specify a default theme for a recipe I’m writing, and in the style of the new Makie 0.24+ syntax, I have: @recipe ConfidencePlot (x, y, ϵ) begin ... # some miscellaneous attributes Theme(Axis(...)…

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## [MimiIWG and MimiFUND](https://discourse.julialang.org/t/mimiiwg-and-mimifund/130767)

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**Author:** [@Muhammad\_Asghar](https://discourse.julialang.org/u/Muhammad_Asghar)\
**Replies:** 9\
**Last updated:** [July 16, 2025, 1:35pm UTC](https://discourse.julialang.org/t/mimiiwg-and-mimifund/130767 "2025-07-16T13:35:27Z")

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I can’t resolve error to install MimiIWG and MimiFUND. Can anyone help me to get it installed?

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## [How to use the PackageCompiler with a private registry](https://discourse.julialang.org/t/how-to-use-the-packagecompiler-with-a-private-registry/130732)

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**Author:** [@ohmsweetohm1](https://discourse.julialang.org/u/ohmsweetohm1)\
**Replies:** 8\
**Last updated:** [July 16, 2025, 9:52am UTC](https://discourse.julialang.org/t/how-to-use-the-packagecompiler-with-a-private-registry/130732 "2025-07-16T09:52:08Z")

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I have the following structure: ├──App/ ├──compiled/ │ ├── make.jl │ ├── precompile.jl ├──deps/ ├──Project.toml where make.jl is using PackageCompiler PackageCompiler.create\_app( "App", "compiled/App"; …

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## [LLMs and UUIDs](https://discourse.julialang.org/t/llms-and-uuids/115217)

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**Author:** [@abraemer](https://discourse.julialang.org/u/abraemer)\
**Replies:** 4\
**Last updated:** [July 16, 2025, 8:06am UTC](https://discourse.julialang.org/t/llms-and-uuids/115217 "2025-07-16T08:06:55Z")

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Continuing the discussion from DrWatson Common Code as Module Issue: This prompted me to ask ChatGPT for some UUIDs and it happily “generated” 6 for me. All of them where valid UUIDs and none of them turned anything up…

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## [Add new column to GeoTable from Vector](https://discourse.julialang.org/t/add-new-column-to-geotable-from-vector/130735)

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**Author:** [@beppi](https://discourse.julialang.org/u/beppi)\
**Replies:** 3\
**Last updated:** [July 16, 2025, 2:53am UTC](https://discourse.julialang.org/t/add-new-column-to-geotable-from-vector/130735 "2025-07-16T02:53:16Z")

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Hey guys, new to Julia I’ve searched so much and can’t seem to find an answer to this simple question.. How do I take a Vector, and add it as a new column to a GeoTable? I see there is a way to create a new column (@t…

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