interactive
spectre.console
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interactive | spectre.console | |
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48 | 24 | |
2,743 | 8,524 | |
2.3% | 3.4% | |
9.6 | 8.5 | |
7 days ago | 7 days ago | |
C# | C# | |
MIT License | MIT License |
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)
spectre.console
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Harlequin: SQL IDE for Your Terminal
I like this one for .NET https://github.com/spectreconsole/spectre.console which I found in this list https://github.com/shadawck/awesome-cli-frameworks.
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Gentle introduction for generics (C#)
The following code sample (a console project) uses Spectre.Console NuGet package to provide easy methods for gathering user input like first and last name of type string or perhaps birth date for a DateOnly property.
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Dotnet.World.News(Wednesday, September, 20, 2023)
🔴 [spectre.console] A .NET library that makes it easier to create beautiful, cross platform, console applications.
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spectre.console VS FluentConsole.Net - a user suggested alternative
2 projects | 3 Jun 2023
- How do you write something without having to use Console.SetCursorPosition or clearing the entire screen?
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What your hidden nuget gems ?
https://github.com/spectreconsole/spectre.console for doing pretty Cli applications
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What are you working on? (2023-02)
A friend and me have been working on an opinionated wrapper around the popular Spectre.Console. We call it SpectreCoff (Spectre.Console for F#).
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SQL-Server: Computed columns with Ef Core
Spectre.Console for enhanced console writting.
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EF Power Tools tutorial
Add the NuGet package Spectre.Console to the project
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Console applications in C#
By using open source library like Spectre.Console creating useful console applications easy. Spectre.Console also makes it easy to create dotnet tools, see documentation and check out their GitHub repository.
What are some alternatives?
Plotly.NET - interactive graphing library for .NET programming languages :chart_with_upwards_trend:
Gui.cs - Cross Platform Terminal UI toolkit for .NET
obsidian-jupyter
Command Line Parser - The best C# command line parser that brings standardized *nix getopt style, for .NET. Includes F# support
SharpLab - .NET language playground
Cocona - Micro-framework for .NET console application. Cocona makes it easy and fast to build console applications on .NET.
jupyter - An interface to communicate with Jupyter kernels.
Console Framework - Cross-platform toolkit for easy development of TUI applications.
livebook - Automate code & data workflows with interactive Elixir notebooks
command-line-api - Command line parsing, invocation, and rendering of terminal output.
AngouriMath - New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
CliFx - Class-first framework for building command-line interfaces