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. 🦀 (by vaaaaanquish)
are-we-learning-yet
How ready is Rust for Machine Learning? (by anowell)
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featured
| Awesome-Rust-MachineLearning | are-we-learning-yet | |
|---|---|---|
| 5 | 5 | |
| 1,718 | 422 | |
| - | - | |
| 0.0 | 4.4 | |
| 8 months ago | 10 days ago | |
| JavaScript | Rust | |
| MIT License | Creative Commons Attribution 4.0 |
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.
Awesome-Rust-MachineLearning
Posts with mentions or reviews of Awesome-Rust-MachineLearning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-02.
-
Performance critical ML: How viable is Rust as an alternative to C++
There’s an awesome-git list for a bunch of ML rust stuff not sure how up to date it is as well https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning … not mine
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Machine Learning Inference Server in Rust?
I am looking for something like [Triton Inference Server](https://github.com/triton-inference-server/server) or [TFX Serving](https://www.tensorflow.org/tfx/guide/serving), but in Rust. I came across [Orkon](https://github.com/vertexclique/orkhon) which seems to be dormant and a bunch of examples off of the [Awesome-Rust-MachineLearning](https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning)
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Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)?
There's also https://github.com/vaaaaanquish/Awesome-Rust-MachineLearning
- I wanted to share my experience of Rust as a deep learning researcher
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Awesome Rewrite It In Rust - A curated list of replacements for existing software written in Rust
I saw Awesome-Rust-MachineLearning. It have something replacements from Python.
are-we-learning-yet
Posts with mentions or reviews of are-we-learning-yet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-02.
-
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
What are some alternatives?
When comparing Awesome-Rust-MachineLearning and are-we-learning-yet you can also consider the following projects:
linfa - A Rust machine learning framework.
rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧
nushell - A new type of shell
neuronika - Tensors and dynamic neural networks in pure Rust.
wgpu - Cross-platform, safe, pure-rust graphics api.
datafusion - Apache DataFusion SQL Query Engine
book - The Rust Programming Language
alacritty - A cross-platform, OpenGL terminal emulator.
rust-bert - Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
awesome-rewrite-it-in-rust - A curated list of replacements for existing software written in Rust [Moved to: https://github.com/TaKO8Ki/awesome-alternatives-in-rust]
Peroxide - Rust numeric library with R, MATLAB & Python syntax
Awesome-Rust-MachineLearning vs linfa
are-we-learning-yet vs rust-gpu
Awesome-Rust-MachineLearning vs nushell
are-we-learning-yet vs neuronika
Awesome-Rust-MachineLearning vs neuronika
are-we-learning-yet vs wgpu
Awesome-Rust-MachineLearning vs datafusion
are-we-learning-yet vs book
Awesome-Rust-MachineLearning vs alacritty
are-we-learning-yet vs rust-bert
Awesome-Rust-MachineLearning vs awesome-rewrite-it-in-rust
are-we-learning-yet vs Peroxide