are-we-learning-yet
Peroxide
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| are-we-learning-yet | Peroxide | |
|---|---|---|
| 5 | 3 | |
| 422 | 440 | |
| - | - | |
| 4.9 | 7.8 | |
| 5 days ago | 6 days ago | |
| Rust | Rust | |
| Creative Commons Attribution 4.0 | Apache License 2.0 |
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are-we-learning-yet
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This year I tried solving AoC using Rust, here are my impressions coming from Python!
Also http://arewelearningyet.com
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[D] Is Rust stable/mature enough to be used for production ML? Is making Rust-based python wrappers a good choice for performance heavy uses and internal ML dependencies in 2021?
Hey OP, you might want to check this site out: http://arewelearningyet.com
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Is rust good for mathematical computing?
Note that you can update the page (adding packages or updating descriptions) via those github issues: https://github.com/anowell/are-we-learning-yet/issues
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I wanted to share my experience of Rust as a deep learning researcher
Not sure if you’ve encountered it, but you should be aware of http://arewelearningyet.com
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Announcing neuronika 0.1.0, a deep learning framework in Rust
Just make a PR: https://github.com/anowell/are-we-learning-yet
Peroxide
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Hey Rustaceans! Got a question? Ask here! (39/2022)!
Rust’s standard library is relatively small by design and doesn’t contain any tools for numeric integration. However, you can probably find a crate on crates.io that does what you need. A quick search suggests Peroxide.
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Is rust good for mathematical computing?
peroxide seems really cool, but I haven't had the opportunity to use it much yet.
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Filling up gaps in the ecosystem
peroxide covers some of this area. It could work as a starting point for something in the ML or probabilistic programming domains.
What are some alternatives?
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
Math PHP - Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
neuronika - Tensors and dynamic neural networks in pure Rust.
cgmath-rs - A linear algebra and mathematics library for computer graphics.
wgpu - Cross-platform, safe, pure-rust graphics api.
notecalc3 - NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
book - The Rust Programming Language
smartcore - A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
rust-bert - Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
rulinalg - A linear algebra library written in Rust
Awesome-Rust-MachineLearning - This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀
linfa - A Rust machine learning framework.