bastionlab
burn
bastionlab | burn | |
---|---|---|
3 | 34 | |
167 | 4,845 | |
1.2% | - | |
5.1 | 8.9 | |
7 months ago | 6 months 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.
bastionlab
- BastionLab: A privacy-by-design DataFrame library
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Introducing BastionLab - Collaborate with our simple privacy framework for data visualization!
To see what plotting looks like when privacy issues are automatically handled for you, you can check our GitHub or directly go to our Visualization tutorial π
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Introducing BastionLab - A simple privacy framework for data science collaboration!
π₯ Weβre thrilled to introduce BastionLab, our simple privacy framework for data science collaboration! To see what remote data exploration looks like when all privacy concerns are automatically handled for you, you can check our GitHub or directly go to our Quick Tour tutorial, which is also available on Colab π
burn
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Burn 0.10.0 Released π₯ (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 π₯. 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 β 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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Iβve 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?
PERSIA - High performance distributed framework for training deep learning recommendation models based on PyTorch.
candle - Minimalist ML framework for Rust
universal-android-debloater - Cross-platform GUI written in Rust using ADB to debloat non-rooted android devices. Improve your privacy, the security and battery life of your device.
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
modelbox - An extensible machine learning model store and model transformation and distribution service
tch-rs - Rust bindings for the C++ api of PyTorch.
Graphite - 2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
wgpu - Cross-platform, safe, pure-rust graphics api.
bootloader - An experimental pure-Rust x86 bootloader