tract
tauri
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tract | tauri | |
---|---|---|
20 | 469 | |
2,050 | 77,154 | |
2.9% | 2.8% | |
9.8 | 9.8 | |
8 days ago | 8 days ago | |
Rust | Rust | |
Apache 2.0/MIT | 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.
tract
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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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[Discussion] What crates would you like to see?
tract!!
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tract VS burn - a user suggested alternative
2 projects | 25 Mar 2023
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Machine Learning Inference Server in Rust?
we use tract for inference, integrated into our runtime and services.
- onnxruntime
- Rust Native ML Frameworks?
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Neural networks - what crates to use?
Not for training, but for inference this looks nice: https://github.com/sonos/tract
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Brain.js: GPU Accelerated Neural Networks in JavaScript
There's also tract, from sonos[0]. 100% rust.
I'm currently trying to use it to do speech recognition with a variant of the Conformer architecture (exported to ONNX).
The final goal is to do it in WASM client-side.
[0] https://github.com/sonos/tract
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Serving ML at the Speed of Rust
As the article notes, there isn't any official Rust-native support for any common frameworks.
tract (https://github.com/sonos/tract) seems like the most mature for ONNX (for which TF/PT export is good nowadays), and recently it successfully implemented BERT.
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Run deep neural network models from scratch
There are some DL libraries written in Rust: https://github.com/sonos/tract , https://docs.rs/neuronika/latest/neuronika/index.html . The second one could be used for training, I think.
tauri
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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.
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Why Bloat Is Still Software's Biggest Vulnerability
I think Tauri is the most established framework using that approach
https://tauri.app
What are some alternatives?
onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)
Wails - Create beautiful applications using Go
MTuner - MTuner is a C/C++ memory profiler and memory leak finder for Windows, PlayStation 4 and 3, Android and other platforms
neutralinojs - Portable and lightweight cross-platform desktop application development framework
wonnx - A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web
dioxus - Fullstack GUI library for web, desktop, mobile, and more.
ncurses-rs - A low-level ncurses wrapper for Rust
Electron - :electron: Build cross-platform desktop apps with JavaScript, HTML, and CSS
linfa - A Rust machine learning framework.
egui - egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native
fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
iced - A cross-platform GUI library for Rust, inspired by Elm