interactive
nbb
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interactive | nbb | |
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48 | 48 | |
2,743 | 808 | |
2.3% | 0.9% | |
9.6 | 7.8 | |
9 days ago | 9 days ago | |
C# | Clojure | |
MIT License | Eclipse Public License 1.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
interactive
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Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames
All of this will be accomplished inside of a single Polyglot Notebook. If you're not familiar with Polyglot Notebooks, they're a technology built on top of Jupyter Notebooks that allow you to use additional language kernels, including a F# Kernel. This lets you run interactive data science experiments in a single notebook as shown here in VS Code:
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.NET 8 Standalone 50% Smaller On Linux
I use .NET on Linux and the experience with Rider has been great. The workflow transfers really well between Mac, Windows, and Linux, and everything works the way you expect. The only problems I run into are that there are still things that are Windows focused. For example MAUI does not run on Linux which is a shame because we could use another cross platform GUI.
There are still bugs, for example I ran into one with Polyglot Notebooks not working on Manjaro or Pop!_OS https://github.com/dotnet/interactive/issues/3159
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Importing Code in Polyglot Notebooks
First of all, if you have a small amount of code that lives in an individual C# file and you wanted to reference it in your notebook, you can do this via the #!import magic command as shown below:
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How can I authenticate against Azure Artifacts from Jetbrains Rider?
My 2 cents: use a Personal Access Token instead of a password, it is much safer (even though not 100% safe). Some references: https://github.com/dotnet/interactive/discussions/1340 https://learn.microsoft.com/en-us/azure/devops/organizations/accounts/use-personal-access-tokens-to-authenticate
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Announcing Polyglot Notebooks! Multi-language notebooks in Visual Studio Code - .NET Blog
See also https://github.com/dotnet/interactive
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Getting work done with PowerShell on Linux
U have Powershell notebooks https://github.com/dotnet/interactive
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Argue in comments 💅
Or Rider or simply install dotnet by itself (very easy) and code in a notepad or VSCode. .NET interactive is another awesome way to start: https://github.com/dotnet/interactive/blob/main/docs/display-output-csharp.md
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Jupyterlab Desktop
Hi! My name is Claudia and I am a PM at Microsoft (opinions are my own) working on Polyglot Notebooks in VS Code. Polyglot Notebooks are exactly what you are describing! They are notebooks where you can use multiple languages AND share variables between them to ensure a continuous workflow. Not only that, but each language has language server support. Polyglot Notebooks currently supports C#, F#, PowerShell, JavaScript, HTML, SQL, KQL, and Mermaid.
We have just added support for Python and R integration and I am actually in search of external testers! If you are willing to sign an NDA to try out our Python and R integration and give us feedback please drop your email in the form below and I will reach out with instructions for you to try it out!
https://forms.office.com/r/UQchfQSGa5
If you'd like to start trying it out today you can install the extension from the marketplace here: https://marketplace.visualstudio.com/items?itemName=ms-dotne...
https://github.com/dotnet/interactive
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Does anyone have any experience using ML.NET for forecasting?
I've been excited about a lot of the work being done in .NET Interactive and Polyglot Notebooks, particuarly with ML with F#. I don't know too much about ML, so I thought I'd check out ML.NET.
- Run C# Straight from Command line! (C# REPL)
nbb
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Embeddable Common Lisp 23.9.9
The SCI/babashka clojure interpreter might be a good fit, if you're ok with a lisp.
It's mature and fully sandboxed.
https://github.com/babashka/nbb
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create-helix-app: project templates with Helix and more
To try it out, run npx create-helix-app in your terminal. It is powered by Nbb, Ink, and Helix itself!
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Releasing Longdown: Convert longform markdown files to outline format used by Logseq
Thanks for building! May also want to share in #extension-news in discord to reach more users. Fwiw, you might be able to write the whole script without the need for compilation with https://github.com/babashka/nbb. You may also be interested in https://github.com/logseq/nbb-logseq as a fair amount of logseq core is scriptable
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Administrative Scripting with Julia
I wish there was something elaborated for scripts that run on Node. I've been using nbb[1] for scripting, and although it all runs through Node.js, it is fast and quick to prototype scripts. The best part is in CI I can simply `npx nbb path/to/script.cljs`. Things get clunky if I want to use anything about of the Node stdlib though, since then you need the dreaded node_modules folder around.
[1] https://github.com/babashka/nbb
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I'm considering moving from Clojure to Common Lisp
For clojure I just found for babashka it seems someone natively compiled jsoup with graalvm and exposed (minimal functionality from it) as a babashka pod, or a possibility would be use nbb like babashka for node. But if racket has the libraries you need and you don't need js/jvm ecosystem than I'm sure it'll be great also
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Is anyone using Shadow on the backend ?
There are some folks using nbb on the backend as well: https://github.com/babashka/nbb, e.g. in AWS Lambdas or via the sitefox framework: https://github.com/chr15m/sitefox. Don't expect stellar performance from nbb since it's interpreted CLJS rather than compiled (as you have with shadow-cljs) but for small scoped projects and fast prototyping it might be ok.
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What's the best lisp to js compiler
https://github.com/babashka/nbb (babashka for nodejs)
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nbb: I'm confused how to include dependencies from Clojars
I tried reproducing this example from the nbb documentation.
- nbb, scripting for Clojure on Node.js, turns 1.0!
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i am so ANGRY with Clojure community
If you don't want to deal with the tooling but want to practice the language, have a look at https://github.com/babashka/nbb
What are some alternatives?
Plotly.NET - interactive graphing library for .NET programming languages :chart_with_upwards_trend:
babashka - Native, fast starting Clojure interpreter for scripting
spectre.console - A .NET library that makes it easier to create beautiful console applications.
babashka-sql-pods - Babashka pods for SQL databases
obsidian-jupyter
clojure - The Clojure programming language
SharpLab - .NET language playground
deps.clj - A faithful port of the clojure CLI bash script to Clojure
jupyter - An interface to communicate with Jupyter kernels.
dbcore - Generate applications powered by your database.
livebook - Automate code & data workflows with interactive Elixir notebooks
integrant - simplified integrant