oxide-enzyme
Enzyme integration into Rust. Experimental, do not use. (by EnzymeAD)
OMEinsum.jl
One More Einsum for Julia! With runtime order-specification and high-level adjoints for AD (by under-Peter)
Our great sponsors
| oxide-enzyme | OMEinsum.jl | |
|---|---|---|
| 4 | 1 | |
| 102 | 163 | |
| - | - | |
| 2.9 | 6.1 | |
| about 1 year ago | 14 days ago | |
| Rust | Julia | |
| Apache License 2.0 | MIT License |
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.
oxide-enzyme
Posts with mentions or reviews of oxide-enzyme.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-11.
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Enzyme: towards state-of-the-art AutoDiff in Rust
Afterwards, you can have a look at https://github.com/rust-ml/oxide-enzyme, where I published some toy examples. The current approach has a lot of limitations, mostly due to using the ffi / c-abi to link the generated functions. @bytesnake and I are already looking at an alternative implementation which should solve most, if not all issues. For the meantime, we hope that this already helps those who want to do some early testing. This link might also help you to understand the Rust frontend a bit better. I will add a larger blog post once oxide-enzyme is ready to be published on crates.io.
- Oxide-Enzyme: Integrating LLVM's Static Automatic Differentiation Plugin
- Julia 1.7 has been released
OMEinsum.jl
Posts with mentions or reviews of OMEinsum.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-30.
What are some alternatives?
When comparing oxide-enzyme and OMEinsum.jl you can also consider the following projects:
DiffEqOperators.jl - Linear operators for discretizations of differential equations and scientific machine learning (SciML)
Enzyme - High-performance automatic differentiation of LLVM and MLIR.
ModelingToolkit.jl - An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator.
Diffractor.jl - Next-generation AD
Infiltrator.jl - No-overhead breakpoints in Julia
julia - The Julia Programming Language