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)
navi
An interactive cheatsheet tool for the command-line (by denisidoro)
| burn | navi | |
|---|---|---|
| 34 | 52 | |
| 4,845 | 14,365 | |
| - | - | |
| 8.9 | 8.2 | |
| 6 months ago | about 1 month 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.
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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.
navi
Posts with mentions or reviews of navi.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-26.
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Show HN: TBMK – A Commands Bookmark for Terminal
I've built something similar for myself (fzf+a bit of shell). But I realized that fzf's history view (with very long history buffer) works much better for my use case.
I still needed something to cover rare commands with dynamic arguments. That got covered by Navi: https://github.com/denisidoro/navi (takes more friction to add new command than with TBMK, but you get much more organized and easier to search tool).
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Isues with Navi CLI cheat sheets
navi repo add denisidoro/navi-tldr-pages Cloning https://github.com/denisidoro/navi-tldr-pages into /home//.local/share/navi/cheats/tmp... Cloning into '/home//.local/share/navi/cheats/tmp'... remote: Enumerating objects: 1841, done. remote: Counting objects: 100% (1841/1841), done. remote: Compressing objects: 100% (1756/1756), done. remote: Total 1841 (delta 83), reused 1839 (delta 83), pack-reused 0 Receiving objects: 100% (1841/1841), 504.71 KiB | 1.95 MiB/s, done. Resolving deltas: 100% (83/83), done. Hey, listen! navi encountered a problem. Do you think this is a bug? File an issue at https://github.com/denisidoro/navi. Caused by: 0: Failed to import cheatsheets from `denisidoro/navi-tldr-pages` 1: Failed to get cheatsheet files from finder 2: Failed to pass data to finder 3: Unable to prompt cheats to import 4: Broken pipe (os error 32)
- How to store frequently used commands?
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intelli-shell - Bookmark commands and autocomplete at any time!
Similar projects (in a way): navi
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How I've improved my Linux Skills
I think navi is a better alternative. You can create custom cheats too.
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Me relearning git every week
navi might help you with that
- Twitter open sources Navi: High-Performance Machine Learning Serving Server in Rust
- Looking for a snippet tool
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Script manager?
I like using navi, but idk if you want something that runs in the terminal.
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229 Linux Commands with Examples
There's also a cli program called tealdeer that does this kind of thing and uses a local cache. And there's a fuzzy search interactive cli cheatsheet program called navi that's also pretty cool (and you can write your own cheatsheets).
What are some alternatives?
When comparing burn and navi you can also consider the following projects:
candle - Minimalist ML framework for Rust
tldr - 📚 Collaborative cheatsheets for console commands
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
cheat.sh - the only cheat sheet you need
tch-rs - Rust bindings for the C++ api of PyTorch.
thefuck - Magnificent app which corrects your previous console command.
Graphite - 2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
zsh-histdb - A slightly better history for zsh
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
termgraph - a python command-line tool which draws basic graphs in the terminal
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
md2pdf - Markdown to PDF conversion tool