cargo-leptos
burn
| cargo-leptos | burn | |
|---|---|---|
| 4 | 34 | |
| 316 | 4,845 | |
| 4.5% | - | |
| 8.8 | 8.9 | |
| about 8 hours ago | 6 months ago | |
| Rust | Rust | |
| MIT License | 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.
cargo-leptos
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I Improved My Rust Compile Times by 75%
> separate-front-target-dir = true
This is now enabled unconditionally and the Cargo.toml option is deprecated since cargo-leptos 0.2.3, it is going to be removed in 0.3
https://github.com/leptos-rs/cargo-leptos/pull/216
https://github.com/leptos-rs/cargo-leptos/issues/217
https://github.com/leptos-rs/cargo-leptos/commit/b0c19a87cff...
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Hey Rustaceans! Got a question? Ask here (16/2023)!
Leptos is a SolidJS-like framework with excellent performance. It has a great server-side story as well with server-side rendering & client-side hydration as well as what they call "server functions"; essentially define a function server-side and it can be called client-side without having to deal with http and API design. Also great tooling story with cargo-leptos, leptosfmt (as well as leptos-language-server)
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What are some stuff that Rust isn't good at?
Leptos got it working a couple weeks ago as well: https://github.com/leptos-rs/cargo-leptos
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Yew | What’s been your experience?
Future opportunities - This one's tougher to speak to since leptos is new on the block. I think it's worth exploring leptos (or sycamore?) just to learn about fine-grained reactivity, and comparing how it works compared to a traditional react model. But to me the ecosystem around leptos is promising, with tools like cargo-letpos, leptosfmt, and more, it seems the community is stepping up to help fill some gaps.
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.
What are some alternatives?
leptos - Build fast web applications with Rust.
candle - Minimalist ML framework for Rust
dioxus - Fullstack GUI library for web, desktop, mobile, and more.
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
IRust - Cross Platform Rust Repl
tch-rs - Rust bindings for the C++ api of PyTorch.
rusty-css - a solution to create and export css styles in a familiar way, but without leaving the rust syntax. You can access and manipulate every value you define on an individual basis.
Graphite - 2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
rfcs - RFCs for changes to Rust
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
tauri - Build smaller, faster, and more secure desktop applications with a web frontend.
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust