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. (by smartcorelib)
kube
Rust Kubernetes client and controller runtime (by kube-rs)
Our great sponsors
| smartcore | kube | |
|---|---|---|
| 4 | 18 | |
| 648 | 2,674 | |
| 4.8% | 4.0% | |
| 5.0 | 8.8 | |
| 20 days ago | 7 days 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.
smartcore
Posts with mentions or reviews of smartcore.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-09.
-
ML in Rust: smartcore
Today we have released version 0.3 of 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.
-
What's everyone working on this week (45/2022)?
we are approaching version 0.3 for our library, that is the minimal Wasi-first version we are going to publish. Some last minute obstacles on generating random numbers: try to disentangle range generators usage so we can have a default feature with fewer external dependencies and wasm32/wasi-ready.
-
Learn Rust as ML practitioner
we are developing a ML practitioner-friendly library to help learn Rust mimicking the sklearn API: Smartcore. You can see some examples in these notebooks.
-
What is a FOSS which is needed but doesn't exist yet/needs contributers?
Check out smartcore and linfa. At work I was badly in need of an NMF function similar to MATLAB's one these days but not enough time to write one myself. If you're good at math and machine learning, this sounds like a task you could try tackling.
kube
Posts with mentions or reviews of kube.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-06.
-
kftray - cross-platform utility to port-forward kubernetes services
https://github.com/kube-rs/kube/blob/main/kube-client/src/api/portforward.rs ill create an issue and start working on implementing it. Thanks for the feedback
- Kube-rs – a Rust client for Kubernetes
-
I quit my job to build a Kubernetes GUI, now looking for feedback!
Interesting, I haven't tested that one yet. We use kube-rs (https://github.com/kube-rs/kube) under the hood, which does automatically token refresh when needed. But there might be some edge cases not considered.
-
What's everyone working on this week (45/2022)?
So I used kube-rs and came up with this: https://github.com/mach-kernel/databricks-kube-operator
- kubelog - a graphical log viewer for Kubernetes.
-
[Rust] Is anyone working on any interesting (side-)projects in Rust? (preferably open-source)
Stackable is building k8s operators in Rust for bringing up interconnectable, data crunching applications (being able to bring up a complete data platform on any k8s cluster is the goal). kube-rs is used under the hood and code is open source.
-
Do you use Rust in devops?
yes, we had a very small API to create who created role bindings for a CI. I chose Rust because it was easy and seems easily maintainable with the kube-rs https://github.com/kube-rs/kube-rs crate
- A Rust Client for Kubernetes in the Style of a More Generic Client-Go
-
What is the financial impact migrating from DevOps Engineer to Rust developer ?
I have experiencie on this. I'm a DevOps engineer that started before DevOps was a thing, and I want to write rust for a living. What I'm doing is writting rust for tooling and kubernetes controllers using https://github.com/kube-rs/kube-rs. Rust and DevOps are close specially if you need to write your own tools. My recommendation is if you have some space to solve problems at your job with rust go and do it, if not try some opensource projects that interest you to get more experience.
What are some alternatives?
When comparing smartcore and kube you can also consider the following projects:
linfa - A Rust machine learning framework.
k8s-openapi - Rust definitions of the resource types in the Kubernetes client API
Peroxide - Rust numeric library with R, MATLAB & Python syntax
kubie - A more powerful alternative to kubectx and kubens
Parallel
sqlparser-rs - Extensible SQL Lexer and Parser for Rust
forbidden - An auth system/library for Rust applications
winsafe - Windows API and GUI in safe, idiomatic Rust.
CSX0003RUST
v8-runtime-tutorial - Source code for the tutorial series
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
mirrord - Connect your local process and your cloud environment, and run local code in cloud conditions.