burn
tauri
burn | tauri | |
---|---|---|
34 | 470 | |
4,845 | 77,588 | |
- | 1.4% | |
8.9 | 9.8 | |
6 months ago | 5 days ago | |
Rust | Rust | |
Apache License 2.0 | Apache License 2.0 |
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.
burn
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Burn 0.10.0 Released 🔥 (Deep Learning Framework)
Release Note: https://github.com/burn-rs/burn/releases/tag/v0.10.0
- Deep Learning Framework in Rust: Burn 0.10.0 Released
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Why Rust Is the Optimal Choice for Deep Learning, and How to Start Your Journey with the Burn Deep Learning Framework
The comprehensive, open-source deep learning framework in Rust, Burn, has recently undergone significant advancements in its latest release, highlighted by the addition of The Burn Book 🔥. There has never been a better moment to embark on your deep learning journey with Rust, as this book will guide you through your initial project, providing extensive explanations and links to relevant resources.
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Candle: Torch Replacement in Rust
Burn (deep learning framework in rust) has WGPU backend (WebGPU) already. Check it out https://github.com/burn-rs/burn. It was released recently.
- Burn – A Flexible and Comprehensive Deep Learning Framework in Rust
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Announcing Burn-Wgpu: New Deep Learning Cross-Platform GPU Backend
For more details about the latest release see the release notes: https://github.com/burn-rs/burn/releases/tag/v0.8.0.
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Are there any ML crates that would compile to WASM?
Tract is the most well known ML crate in Rust, which I believe can compile to WASM - https://github.com/sonos/tract/. Burn may also be useful - https://github.com/burn-rs/burn.
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Any working wgpu compute example that would run in a browser?
We, the burn team, are working on the wgpu backend (WebGPU) for Burn deep learning framework. You can check out the current state: https://github.com/burn-rs/burn/tree/main/burn-wgpu
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I’ve fallen in love with rust so now what?
Here is the project: https://github.com/burn-rs/burn
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Is anyone doing Machine Learning in Rust?
Disclaimer, I'm the main author of Burn https://burn-rs.github.io.
tauri
- Ask HN: Best stack for building a desktop app?
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Tauri CRUD Boilerplate
Hi, dear Tauri! Long time no see. I published my first post, Developing a Desktop Application via Rust and NextJS. The Tauri Way almost a year ago. Since then, Tauri has become stronger. I'm happy about that! And now, I am very pleased to make a useful contribution to the Tauri community. As a full-stack developer, I frequently face situations where I need to start a DB-based UI project as fast as possible. It's stressful if I need to start the project from 100% scratch. I prefer to keep some boilerplates on hand, which will save me time and nerves and will be the subject of this article.
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Show HN: Floro – Visual Version Control for static assets and strings
Hey Thanks!
Just electron & vite. I might actually migrate off electron, Tauri (https://tauri.app/) seems to be getting more stable and it's gotten great reviews.
I think this is the boilerplate I used though https://github.com/cawa-93/vite-electron-builder.
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3D and 2D: Testing out my cross-platform graphics engine
Well the great thing about WebAssembly is that you can port QT or anything else to be at a layer below -- thanks to WebAssembly Interface Types[0] and the Component Model specification that works underneath that.
To over-simplify, the Component Model manages language interop, and WIT constrains the boundaries with interfaces.
IMO the problem here is defining a 90% solution for most window, tab, button, etc management, then building embeddings in QT, Flutter/Skia, and other lower level engines. Getting a good cross-platform way of doing data passing, triggering re-renders, serializing window state is probably the meat of the interesting work.
On top of that, you really need great UX. This is normally where projects fall short -- why should I use this solution instead of something like Tauri[2] which is excellent or Electron?
[0]: https://github.com/WebAssembly/component-model/blob/main/des...
[1]: https://github.com/WebAssembly/component-model/blob/main/des...
[2]: https://tauri.app/
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Interview with Colin Lienard, Founder of GitLight
Welcome to the 2nd episode of our series “Building with Tauri”, where we chat with developers who build amazing projects and products using Tauri.
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Building W-9 Crafter
Tauri seemed like the "thing" I should switch to because everybody loves Rust (heh), and because it ships significantly smaller apps.
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Tauri + React + ShadcnUI
First of all, I will be using npm as my package manager but feel free to use whatever you prefer. Find more info here.
- Slint 1.5: Embracing Android, Improving Live-Preview, and Pythonic Slint
- Shoes makes building little graphical programs for Mac, Windows, Linux simple
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Tauri - Rust, Js and Native Apps
Today I'm talking about Tauri! Do you know all the various tools that allow you to develop native applications starting from web languages? They often need an intermediate compilation, in the middle of which you end up encountering various problems not always transparent and directly solvable with a language mostly detached from native development. On the other hand, there's still the ease of developing attractive and easily usable interfaces, which are more difficult to develop with low level languages.
What are some alternatives?
candle - Minimalist ML framework for Rust
Wails - Create beautiful applications using Go
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
neutralinojs - Portable and lightweight cross-platform desktop application development framework
tch-rs - Rust bindings for the C++ api of PyTorch.
dioxus - Fullstack GUI library for web, desktop, mobile, and more.
Graphite - 2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
Electron - :electron: Build cross-platform desktop apps with JavaScript, HTML, and CSS
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
egui - egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
iced - A cross-platform GUI library for Rust, inspired by Elm