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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.
What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
22 projects | reddit.com/r/rust | 1 Nov 2021
If you like autograd you will love neuronika
bhtsne 0.5.0, now 5.6x faster on a 4 core machine, plus a summary of my Rust journey (so far)
2 projects | reddit.com/r/rust | 15 Oct 2021
After reading most of the book, I wanted to get my hands dirty. My initial idea was to build a small machine learning framework but I deemed it to be too difficult if not impossible for me at the time. (Now, neuronika would have something to say). When gathering the bibliography for my thesis, I recalled to have stumbled upon a particular algorithm, t-SNE, whom I liked very much. I found the idea behind it to be very clever and elegant (t-SNE it's still one of my favorite algorithms, together with backprop and SOM, I find manifold learning fascinating in general). "So be it", I said, and I began writing a mess of a code, that was basically a translation of the C++ implementation. Boy was it bad.
What are you using Rust for?
me and a colleague of mine are developing neuronika
Nobody has the audacity to really push forward this statement, at least not in scientific computing, that I know of. Personally, the lack of somewhat stable GPU computing and some key features of Rust, which are still unstable are slowing the development of neuronika.
How can one make Rust excel in the Sciences
3 projects | reddit.com/r/rust | 26 Sep 2021
neuronika provides some paddings and convolutions, as well as auto differentiation an other neural building blocks.
What's everyone working on this week (37/2021)?
8 projects | reddit.com/r/rust | 13 Sep 2021
Improving the convolution code on neuronika.
Are there any good gpu linear algebra crates?
4 projects | reddit.com/r/rust | 10 Sep 2021
Interesting! I'm also working on an autograd framework based on ndarray, it would be cool, if you are interested or have time, to try and experiment with GPUs!
I wanted to share my experience of Rust as a deep learning researcher
8 projects | reddit.com/r/rust | 1 Sep 2021
You can take a look at neuronika which is a fairly young machine pytorch-style learning framework in pure Rust. It's current being developed by a collegue of mine and me.
Announcing neuronika 0.1.0, a deep learning framework in Rust
7 projects | reddit.com/r/rust | 15 Jun 2021
Neuronika was developed by a colleague of mine and me for a university project. ( we are master's students in CS). The framework offers auto-differentiation and dynamic neural networks, pretty much like Pytorch does.
Neuronika: A machine learning framework written in rust
1 project | news.ycombinator.com | 15 Jun 2021
If I have learned something here is that programming sucks but it's also cool when it works
3 projects | reddit.com/r/ProgrammerHumor | 16 Oct 2021
Linkerd 2.11 now includes a Kubernetes controller written in Rust
5 projects | reddit.com/r/rust | 1 Oct 2021
With yesterday's 2.11.0 release, Linkerd features a new policy-controller component written in Rust! It uses kube-rs to communicate with the Kubernetes API and it exposes a gRPC API implemented with Tonic.
What are you using Rust for?
I use it every day for backend development (usually with tonic, which is a great workflow). I'll also use it in Cloudflare Workers now that native Rust support is in beta.
New Ada Folks (<2 years), what made you pick up (or leave) Ada?
10 projects | reddit.com/r/ada | 14 Sep 2021
Rust has two: https://github.com/stepancheg/grpc-rust and https://github.com/hyperium/tonic
New Tokio blog post: Announcing Axum - Web framework that focuses on ergonomics and modularity
9 projects | reddit.com/r/rust | 30 Jul 2021
We did also consider using Axum for tonic's router, but has put that idea on the back burner for now.
Application design: communication from Rust to another language
5 projects | reddit.com/r/rust | 20 Jul 2021
At the moment I would recommend gRPC for Swift and Rust, even though in general gRPC drives me insane, it is currently the most convenient choice. Use tonic for the Rust server-side, and grpc-swift for the client-side. I've had quite a lot of success with this in the past.
Darkroom: A VCR contract testing tool built in Rust
8 projects | reddit.com/r/rust | 8 Jun 2021
Adding native gRPC client reflection support, tonic currently only supports it for the server
What you don't like about Rust?
18 projects | reddit.com/r/rust | 17 May 2021
Only thing I don't like so far is having tons of boilerplate to have my struct fields correctly typed between my actix rest facade and the underlying tonic grpc microservices (having copycat structs with same fields but some casted to ::uuid::Uuid instead of ::std::string::String, or some to::chrono::DateTime instead of ::std::option::Option, and so on). That's not really Rust's fault at all, but I wish there was a better way (if ever there is that I'm unaware of, please point me out in the right direction).
Six Years of Rust
3 projects | reddit.com/r/programming | 15 May 2021
Interesting, aren't the community-driven crates for these areas satisfactory enough? There's PROST and tonic, and quite well-used. I don't know about Bazel though, but I found this. Feel free to correct me on this subject, I admit I don't know that much about it.
How to use gRPC with Rust Tonic and Postgres database with examples
3 projects | dev.to | 13 May 2021
In this post, we will learn how to use Rust Tonic gRPC crate. We will learn how to implement CRUD with Postgresql database.
What are some alternatives?
actix-web - Actix Web is a powerful, pragmatic, and extremely fast web framework for Rust.
prost - PROST! a Protocol Buffers implementation for the Rust Language
axum - Ergonomic and modular web framework built with Tokio, Tower, and Hyper
rust - Rust for the xtensa architecture. Built in targets for the ESP32 and ESP8266
grpc-rust - Rust implementation of gRPC
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
warp - A super-easy, composable, web server framework for warp speeds.
gRPC - The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
rust-prometheus - Prometheus instrumentation library for Rust applications
tui-rs - Build terminal user interfaces and dashboards using Rust
rustdesk - Yet another remote desktop software
rust - Empowering everyone to build reliable and efficient software.