smartcore
databricks-kube-operator
Our great sponsors
smartcore | databricks-kube-operator | |
---|---|---|
4 | 3 | |
648 | 13 | |
4.8% | - | |
5.0 | 6.8 | |
20 days ago | about 2 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.
smartcore
-
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.
databricks-kube-operator
-
Writing a Kubernetes Operator
Here's another example of a custom rust operator, https://github.com/mach-kernel/databricks-kube-operator
Written by a co-worker to help manage our databricks projects across clusters. Works wonderfully!!
- Salut. Folosește cineva Kubernetes și Databricks? Am creat un Rust operator să ajute cu "easy CI/CD workflow".
-
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
What are some alternatives?
linfa - A Rust machine learning framework.
heed - A fully typed LMDB wrapper with minimum overhead 🐦
Peroxide - Rust numeric library with R, MATLAB & Python syntax
kube - Rust Kubernetes client and controller runtime
Parallel
spicedb-operator - Kubernetes controller for managing instances of SpiceDB
forbidden - An auth system/library for Rust applications
controller-idioms - Generic libraries for building idiomatic Kubernetes controllers
CSX0003RUST
spicedb - Open Source, Google Zanzibar-inspired permissions database to enable fine-grained access control for customer applications
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
kubectl-operator - Manage Kubernetes Operators from the command line