arrayfire-rust
Rust wrapper for ArrayFire (by arrayfire)
gamma
Computational graphs with reverse automatic differentation in the GPU (by c0dearm)
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| arrayfire-rust | gamma | |
|---|---|---|
| 4 | 8 | |
| 804 | 381 | |
| -0.4% | - | |
| 0.0 | 0.0 | |
| 7 months ago | over 1 year ago | |
| Rust | Rust | |
| BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
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.
arrayfire-rust
Posts with mentions or reviews of arrayfire-rust.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-26.
-
Making a better Tensorflow thanks to strong typing
Take a look at arrayfire-rust! :)
-
Fast Linear Algebra library for Rust
I haven't tried it myself, but I believe that arrayfire-rust supports GPU.
-
Saving an ArrayFire Array
the Git Repo is here.
-
State of CUDA on Rust in the beginning of 2021 ?
edit: I apparently missed seeing ArrayFire Rust library. It looks like if you wanted to still use Rust and CUDA this might be your best option for at least compute applications.
gamma
Posts with mentions or reviews of gamma.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-13.
-
Announcing dfdx - an deep learning library built with const generics
There's other differences in how nn layers are implemented if you compare the source of linear layers: https://github.com/coreylowman/dfdx/blob/main/src/nn/linear.rs vs https://github.com/c0dearm/mushin/blob/main/src/nn/layers/linear.rs
- Which areas in tech have the most job density using Rust?
- Mushin: Automatic Differentiation in the GPU with Rust
- Making a better Tensorflow thanks to strong typing
-
Using const generics to build neural networks
https://github.com/c0dearm/gamma/pull/1 first pr :)
- What’s everyone working on this week (14/2021)?
What are some alternatives?
When comparing arrayfire-rust and gamma you can also consider the following projects:
nalgebra - Linear algebra library for Rust.
robusta - Easy interop between Rust and Java
futhark - :boom::computer::boom: A data-parallel functional programming language
Epic-Asset-Manager - A frontend to Assets purchased on Epic Games Store
rust-opencl - OpenCL bindings for Rust.
doc_panic_checker
ILGPU - ILGPU JIT Compiler for high-performance .Net GPU programs
neurotic - The compile-time feedforward neural network library that no one asked for
collenchyma - Extendable HPC-Framework for CUDA, OpenCL and common CPU
python-compiler - A compiler for a subset of Python using LLVM
Emu - The write-once-run-anywhere GPGPU library for Rust
dfdx - Deep learning in Rust, with shape checked tensors and neural networks