ML.NET
Silk.NET
ML.NET | Silk.NET | |
---|---|---|
17 | 37 | |
8,895 | 3,836 | |
0.6% | 3.9% | |
9.0 | 5.2 | |
3 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.
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!
Silk.NET
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Microsoft answered Congress' questions on security. The White House needs to act
There are: https://github.com/dotnet/Silk.NET, https://github.com/terrafx and https://github.com/microsoft/Win2D
Now, I don't know (or care, to be fair) about the internal aspect of the culture on what is in vogue in various MSFT teams, but there is a rich ecosystem of libraries to massively simplify interaction with pretty much anything that can be called from C and often C++ on Windows.
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How to Use the Foreign Function API in Java 22 to Call C Libraries
Genuine curiosity - what would be your motivation to use Java over C# here aside from familiarity (which is perfectly understandable)? The latter takes heavy focus on making sure to provide features like structs and pointers with little to no friction, you can even AOT compile it and statically link SDL2 into a single executable.
But either way, if you want to try it out, then all it needs is
- SDK from https://dot.net/download (or package manager of your choice if you are on Linux e.g. `sudo apt-get install dotnet-sdk-8.0`, !do not! use Homebrew if you are on macOS however, use .pkg installer)
- C# extension for VS Code (DevKit is not needed)
- SDL2 bindings: https://github.com/dotnet/Silk.NET
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Is there a real time graphics llibrary in c#
A couple other options than what has been suggested so far: - TerraFX.Interop.Windows. Raw, blittable, 1:1 bindings for all Win32, D2D/D3D11/D3D12 APIs (there's also a version with Vulkan bindings). As close to doing #include as you can get in C#. This is my personal favorite, I use it in my own ComputeSharp library, and transitively we use it in the Microsoft Store too 🙂 - Silk.NET another version of high-performance bindings, more opinionated than TerraFX and with some additional helpers to make it a bit easier to use.
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Math Game Project
Here is an example of using "releases" in GitHub: https://github.com/dotnet/Silk.NET/releases. Most repositories use releases and releases seem like they wpuld be appropriate for your repository too.
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Is there a way to display 3D models on a page?
I've been looking at this. Is this similar to the UrhoSharp project you talk about? https://github.com/dotnet/Silk.NET
- [WinUI] High level 2D rendering library
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SDL2 + OpenGL in C#?
Have you looked at Silk.NET before?
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Using .NET with low level rendering code?
Take a look at https://github.com/dotnet/Silk.NET . You should be able to use your existing rendering context with it. So you could use something like imgui (They have bindings for that) to render your UI. Or if you just start writing your rendering code, you could consider writing the whole rendering engine with it. I used it in the past for a game engine and performance is no problem for most of the usecases.
- Anybody using System.Numerics for 3D graphic applications?
- Cross-platform audio playback
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#.
OpenTK - The Open Toolkit library is a fast, low-level C# wrapper for OpenGL, OpenAL & OpenCL. It also includes windowing, mouse, keyboard and joystick input and a robust and fast math library, giving you everything you need to write your own renderer or game engine. OpenTK can be used standalone or inside a GUI on Windows, Linux, Mac.
Accord.NET
Veldrid - A low-level, portable graphics library for .NET.
FaceRecognitionDotNet - The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
Vortice.Windows - .NET bindings for Direct3D12, Direct3D11, WIC, Direct2D1, XInput, XAudio, X3DAudio, DXC, Direct3D9 and DirectInput.
OpenCvSharp - OpenCV wrapper for .NET
SharpDX
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.
Interactive Data Display for WPF - Interactive Data Display for WPF is a set of controls for adding interactive visualization of dynamic data to your application. It allows to create line graphs, bubble charts, heat maps and other complex 2D plots which are very common in scientific software. Interactive Data Display for WPF integrates well with Bing Maps control to show data on a geographic map in latitude/longitude coordinates. The controls can also be operated programmatically.
Deedle - Easy to use .NET library for data and time series manipulation and for scientific programming
Win2D - Win2D is an easy-to-use Windows Runtime API for immediate mode 2D graphics rendering with GPU acceleration. It is available to C#, C++ and VB developers writing apps for the Windows Universal Platform (UWP). It utilizes the power of Direct2D, and integrates seamlessly with XAML and CoreWindow.