colorgrad-js
oxide-enzyme
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| colorgrad-js | oxide-enzyme | |
|---|---|---|
| 2 | 4 | |
| 167 | 102 | |
| - | - | |
| 0.0 | 2.9 | |
| over 1 year ago | about 1 year ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
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colorgrad-js
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Tracking mentions began in Dec 2020.
oxide-enzyme
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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.
- Julia 1.7 has been released
- Oxide-Enzyme: Integrating LLVM's Static Automatic Differentiation Plugin
What are some alternatives?
DiffEqOperators.jl - Linear operators for discretizations of differential equations and scientific machine learning (SciML)
colorgrad-rs - Rust color scales library
evanescence - An exploration in the visualization of hydrogenic orbitals
lolcrab - Like lolcat but with noise and more colorful.
colorgrad - Go (Golang) color scales library for maps, charts, data-visualization & creative coding.
lsd - The next gen ls command
gradient-string - :rainbow: Beautiful color gradients in terminal output
Enzyme - High-performance automatic differentiation of LLVM and MLIR.
FrechetDiff.jl - FrechetDiff is an experimental Julia package for automatic differentiation (AD).
mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator.
Diffractor.jl - Next-generation AD
Infiltrator.jl - No-overhead breakpoints in Julia