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)
cargo-supply-chain
Gather author, contributor and publisher data on crates in your dependency graph. (by rust-secure-code)
Our great sponsors
smartcore | cargo-supply-chain | |
---|---|---|
4 | 20 | |
648 | 311 | |
4.8% | 1.6% | |
5.0 | 4.9 | |
20 days ago | about 1 month 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.
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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.
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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.
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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.
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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.
cargo-supply-chain
Posts with mentions or reviews of cargo-supply-chain.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-04.
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Release of Structsy 0.5
Great news! Sounds like a good way to add caching to cargo supply-chain. There's a lot of small chunks of data we want to persist.
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greater supply chain attack risk due to large dependency trees?
Shameless plug: https://github.com/rust-secure-code/cargo-supply-chain shows the supply chain attack surface for your Rust project.
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Announcement: xflags 3.0.0
bpaf: https://github.com/rust-secure-code/cargo-supply-chain/blob/29bfcb256001cdef46830544b554d33c56602030/src/cli.rs
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Yet another command line argument parser: bpaf 0.5.2
I'm very happy with it for cargo supply-chain. I appreciate that it has no unsafe code, no sprawling dependency tree, and supports OsStr in addition to just &str.
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Best way to protect a project from supply chain attacks?
cargo supply-chain to see your attack surface for supply chain attacks
- Cargo-supply-chain: Rust author, contributor and publisher data for dep. crates
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Comparing Rust supply chain safety tools
See also: cargo supply-chain
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Yet another command line argument parser: bpaf 0.4.0
I've used bpaf for cargo supply-chain and I'm very happy with it.
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Fundamental - finding out who you can fund in dependency tree
https://github.com/rust-secure-code/cargo-supply-chain can also help here.
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Announcing `cargo supply-chain` v0.3: revamped CLI, separate JSON schema
cargo supply-chain list the publishers of all crates in your dependency graph. With it you can:
What are some alternatives?
When comparing smartcore and cargo-supply-chain you can also consider the following projects:
linfa - A Rust machine learning framework.
cap-std - Capability-oriented version of the Rust standard library
Peroxide - Rust numeric library with R, MATLAB & Python syntax
paru - Feature packed AUR helper
Parallel
cargo-crev - A cryptographically verifiable code review system for the cargo (Rust) package manager.
forbidden - An auth system/library for Rust applications
cargo-auditable - Make production Rust binaries auditable
CSX0003RUST
eve-rs - A simple, intuitive, express-like HTTP library
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
cargo-msrv - 🦀 Find the minimum supported Rust version (MSRV) for your project
smartcore vs linfa
cargo-supply-chain vs cap-std
smartcore vs Peroxide
cargo-supply-chain vs paru
smartcore vs Parallel
cargo-supply-chain vs cargo-crev
smartcore vs forbidden
cargo-supply-chain vs cargo-auditable
smartcore vs CSX0003RUST
cargo-supply-chain vs eve-rs
smartcore vs jiro-nn
cargo-supply-chain vs cargo-msrv