owl
Peroxide
| owl | Peroxide | |
|---|---|---|
| 5 | 3 | |
| 1,179 | 443 | |
| 0.8% | - | |
| 8.2 | 9.0 | |
| 5 days ago | 5 days ago | |
| OCaml | Rust | |
| MIT License | Apache License 2.0 |
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owl
- Owl project (OCaml scientific computing) formally concluded
- Understanding Automatic Differentiation in 30 lines of Python
- I Wrote an Activitypub Server in OCaml: Lessons Learnt, Weekends Lost
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Julia 1.6 addresses latency issues
> after some consideration of OCaml, but unfortunately the multi-core story still isn't there yet
It is supposed to land in the release after 4.13, which is the next one.
Regarding the scientific computations library there is Owl[1][2] which now has an almost finished book[3].
[1] https://ocaml.xyz/
[2] https://github.com/owlbarn/owl
[3] https://ocaml.xyz/book/
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A Comparison of Futhark and Dex
The Owl lib for OCaml is pretty interesting
https://github.com/owlbarn/owl
Peroxide
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Hey Rustaceans! Got a question? Ask here! (39/2022)!
Rust’s standard library is relatively small by design and doesn’t contain any tools for numeric integration. However, you can probably find a crate on crates.io that does what you need. A quick search suggests Peroxide.
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Is rust good for mathematical computing?
peroxide seems really cool, but I haven't had the opportunity to use it much yet.
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Filling up gaps in the ecosystem
peroxide covers some of this area. It could work as a starting point for something in the ML or probabilistic programming domains.
What are some alternatives?
Octavian.jl - Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
Math PHP - Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
Arraymancer - A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
cgmath-rs - A linear algebra and mathematics library for computer graphics.
symengine.rs - (Unofficial) Rust wrappers to the C++ library SymEngine, a fast C++ symbolic manipulation library.
notecalc3 - NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
db-benchmark - reproducible benchmark of database-like ops
are-we-learning-yet - How ready is Rust for Machine Learning?
GPU-Puzzles - Solve puzzles. Learn CUDA.
linfa - A Rust machine learning framework.
micrograd - A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
rulinalg - A linear algebra library written in Rust