ML.NET
Avalonia
ML.NET | Avalonia | |
---|---|---|
17 | 258 | |
8,895 | 24,359 | |
0.6% | 2.5% | |
9.0 | 9.9 | |
3 days ago | 3 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.
ML.NET
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ML.net image classification, poor GPU accuracy
You can direct your question to https://github.com/dotnet/machinelearning/issues. Perhaps it is already documented.
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Building a File Analysis Dataset with Python
Here I'm analyzing all projects in the src and test directories of the ML.NET repository. I chose to include these as separate paths because they represent two different groupings of projects in this repository.
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Extracting git repository data with PyDriller
Important Note: looping over repository commits takes a long time for large repositories. It took 52 minutes to analyze the ML.NET repository this code example refers to, which had 2,681 commits at the time of analysis on February 25th, 2023.
- Can we please be allowed to do machine learning object detection model training locally?
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ML.NET: can Microsoft's machine learning be trusted?
We checked the ML.NET 1.7.1 version. The source code of this project's version is available on GitHub.
- Stable Diffusion converted to ONNX (Demo usage, optimized to CPU)
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Why is there a lack of cool repos?
machine learning? https://github.com/dotnet/machinelearning
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what is the future of ML.NET?
You can follow some of our plans by taking a look at our roadmap which we'll be updating shortly to more accurately reflect the areas we're investing in.
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Does anyone actually use ML.NET?
Re: ONNX, if you run into similar issues in the future, feel free to reach out in our GitHub repo or the ONNX Runtime repo and we'd be happy to help!
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Requesting Senior Project Ideas
Good clarification, I think using something like ML.NET could be cool but I have some experience with Blazor that might be fun to use as well, I think generally performance monitoring or optimizing systems seems interesting to me, and I'm really open to other ideas as well. Let me know if any of that helps narrow my question down!
Avalonia
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Show HN: QuIDE 2 – cross plattform quantum-circuit designer
At our research chair (https://mnm-team.org) we used QuIDE (https://quide.eu) quite a lot to try out quantum circuits and teach quantum computing to our students. As many of us were not using Windows that was kind of annoying, because it was only running on Windows.
So one of our students refactored QuIDE for Windows (https://quide.eu) together with us with Avalonia UI (https://avaloniaui.net/) for cross platform use on Linux, macOS and Windows.
I think it's now in a state to be used as replacement for the old version. We're happy about new users and contributors.
- Ask HN: What are options to build cross-platform efficient desktop appa
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Gio UI – Cross-Platform GUI for Go
Businesses do seem to like AvaloniaUI and Uno.
https://avaloniaui.net/
https://platform.uno/
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The search for easier safe systems programming
WPF is not the best example of open source, as some components are still closed source. Though it only runs on Windows, a closed source operating system, so perhaps that is not so important.
https://github.com/dotnet/wpf/issues/2554
That said, there are cross platform, open source .NET UI frameworks out there, including one that is inspired by WPF:
https://avaloniaui.net/
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Industrial Controller? Windows or Linux?
You might also want to look at AvaloniaUI[0] for a cross platform .NET GUI library. It is similar to WPF but much nicer to work with.
[0] https://github.com/AvaloniaUI/Avalonia
- Avalonia – Farewell to the .NET Foundation
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AvaloniaUI: Create Multi-Platform Apps with .NET
Production user here. There's no money gotchas. They're above reproach. In fact, I've received considerable free support from their devs on GitHub Issues [1].
The Avalonia business model is based on selling XPF, which runs WPF (Windows-only) apps on other platforms. That's very interesting to big corps with existing codebases.
See my comment [2]
[1] https://github.com/AvaloniaUI/Avalonia/issues
[2] https://news.ycombinator.com/item?id=39246988#39249128
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.NET on Linux: What a Contrast
Yes, but the portable GUI frameworks by Microsoft themselves are generally not very good, and they tend to be abandoned after a couple of years.
Avalonia is developed outside of the Microsoft corporate madness and seems to be slowly becoming the defacto cross-platform framework because it is expected to last a bit longer than a manager's attention span: https://avaloniaui.net/
- Too many Mac apps are being built with Electron
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Ask HN: Do you have a problem you'd pay to have taken away?
Not my comment, but relevant here "The problem with compiling Skia to WASM is you'll lose any benefits of hardware graphics acceleration on the device."
(From https://github.com/AvaloniaUI/Avalonia/discussions/6831#disc... )
What are some alternatives?
TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
Uno Platform - Build Mobile, Desktop and WebAssembly apps with C# and XAML. Today. Open source and professionally supported.
Accord.NET
Introducing .NET Multi-platform App UI (MAUI) - .NET MAUI is the .NET Multi-platform App UI, a framework for building native device applications spanning mobile, tablet, and desktop.
FaceRecognitionDotNet - The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
WPF - WPF is a .NET Core UI framework for building Windows desktop applications.
OpenCvSharp - OpenCV wrapper for .NET
Eto.Forms - Cross platform GUI framework for desktop and mobile applications in .NET
Catalyst - 🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
MahApps.Metro - A framework that allows developers to cobble together a better UI for their own WPF applications with minimal effort.
Deedle - Easy to use .NET library for data and time series manipulation and for scientific programming
Gtk# - Gtk# is a Mono/.NET binding to the cross platform Gtk+ GUI toolkit and the foundation of most GUI apps built with Mono