rust-grad
Automatic differentiation in Rust with WGPU support (by RustyBamboo)
ndarray
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations (by RustyBamboo)
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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.
rust-grad
Posts with mentions or reviews of rust-grad.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-10.
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Are there any good gpu linear algebra crates?
An example of it's usage: https://github.com/RustyBamboo/rust-grad
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Automatic differentiation library written in Rust with wgpu compute support
Just wanted to share a small library I have been working on: rust-grad
ndarray
Posts with mentions or reviews of ndarray.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-10.
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Are there any good gpu linear algebra crates?
Although very primitive (only with element-wise operations and dot product operations), and probably would not fit your criteria of "good" crate, you can checkout my experimental fork of the ndarray crate with WGPU support: https://github.com/RustyBamboo/ndarray/
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Automatic differentiation library written in Rust with wgpu compute support
It uses my fork of ndarray crate which includes support for wgpu: ndarray fork
What are some alternatives?
When comparing rust-grad and ndarray you can also consider the following projects:
clblast-rs - clblast bindings for rust
neuronika - Tensors and dynamic neural networks in pure Rust.