burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn] (by burn-rs)
Graphite
2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow. (by GraphiteEditor)
| burn | Graphite | |
|---|---|---|
| 34 | 46 | |
| 4,845 | 6,942 | |
| - | 20.3% | |
| 8.9 | 9.6 | |
| 6 months ago | about 22 hours ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of burn.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-08.
-
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
-
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
-
I’ve fallen in love with rust so now what?
Here is the project: https://github.com/burn-rs/burn
-
Is anyone doing Machine Learning in Rust?
Disclaimer, I'm the main author of Burn https://burn-rs.github.io.
Graphite
Posts with mentions or reviews of Graphite.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-02.
- 3D and 2D: Testing out my cross-platform graphics engine
-
Canva acquires Affinity, its biggest acquisition, to compete with Adobe
There is also Graphite (https://graphite.rs/) which, unlike Gimp, has a modern architecture and very ambitious goals (Blender for 2D basically).
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Any good beginner open source projects for a guy with a math background?
If you're interested in either computational geometry, layout/packing/constraints, or functional programming language concepts, those are all the math-related concepts that we're currently interacting with for Graphite, a 2D vector graphics editor that's aiming to become the next Blender (but for 2D instead of 3D). If that sounds interesting, I'd love to help get you started if you want to join our Discord and I can explain the math-related work that we need to get done. Cheers!
- Graphite: 2D Raster and Vector Editor
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Things I wish I knew before moving 50K lines of code to React Server Components
Not sure which web-based spreadsheet app you're talking about, because there are many that do use these frameworks. Here's a PS/AI clone built with a Svelte frontend: https://graphite.rs
- Redefining state-of-the-art graphics editing
- Graphite: Open-source raster and vector 2D graphics editor
- Graphite: In-development raster and vector 2D graphics editor that is FOSS
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What’s everyone working on this week (25/2023)?
Wanted to contribute to a good Rust-based project last week, started searching and found a good Reddit thread featuring several great projects. Looked at and found Graphite. I liked the concept though I know almost nothing about graphic design.
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New release for the Rust diffusers crate (Stable Diffusion in Rust + Torch), now with basic ControlNet support!
I'm currently trying to decide on the SD server to deploy with Graphite, both for running locally (with Tauri desktop builds) and for us to host on a server for users.
What are some alternatives?
When comparing burn and Graphite you can also consider the following projects:
candle - Minimalist ML framework for Rust
egui - egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
Method-Draw - Method Draw, the SVG Editor for Method of Action
tch-rs - Rust bindings for the C++ api of PyTorch.
GimelStudio - Non-destructive, node based 2D image editor with an API for custom nodes
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
Gimel-Studio - Old repo of the node-based image editor. See https://github.com/GimelStudio/GimelStudio for the next generation of Gimel Studio :rocket:
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
bevy - A refreshingly simple data-driven game engine built in Rust
wgpu - Cross-platform, safe, pure-rust graphics api.
Rete.js - Rete.js is a framework for creating visual interfaces and workflows. It provides out-of-the-box solutions for visualization using various libraries and frameworks, as well as solutions for processing graphs based on dataflow and control flow approaches.