dex-lang
rune
| dex-lang | rune | |
|---|---|---|
| 25 | 16 | |
| 1,539 | 1,912 | |
| 0.5% | 0.2% | |
| 8.5 | 4.8 | |
| 2 days ago | about 1 month ago | |
| Haskell | C | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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dex-lang
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Thinking in an Array Language
A really nice approach to this I've seen recently is Google's research on [Dex](https://github.com/google-research/dex-lang).
- Function Composition in Programming Languages – Conor Hoekstra – CppNorth 2023 [video]
- Dex Lang: Research language for array processing in the Haskell/ML family
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[D] Have their been any attempts to create a programming language specifically for machine learning?
Dex
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[D] PyTorch 2.0 Announcement
Have you tried Dex? https://github.com/google-research/dex-lang It is in a relatively early stage, but it is exploring some interesting parts of the design space.
- Mangle, a programming language for deductive database programming
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Looking for languages that combine algebraic effects with parallel execution
I think [Dex](https://github.com/google-research/dex-lang) might be along the lines of what you're looking for, although its focus is on SIMD GPU-style parallelism rather than thread-level parallelism.
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“Why I still recommend Julia”
Dex proves indexing correctness without a full dependent type system, including loops.
See: https://github.com/google-research/dex-lang/pull/969
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Haskell for Artificial Intelligence?
In case you want to see one research direction that's combining practical machine learning and functional programming, one of the authors of JAX (and the main author of its predecessor, Autograd) is writing Dex (https://github.com/google-research/dex-lang), a functional language for array processing. The compiler itself is written in Haskell. JAX is one of the most popular libraries for doing a lot of machine learning these days, along with Tensorflow and PyTorch. You might also want to see the bug in the JAX repo about adding Haskell support, for some context: https://github.com/google/jax/issues/185
rune
- Odin Programming Language
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Marvin Attack on RSA (Rust): potential key recovery through timing sidechannels
There are a few research languages where handling secrets and constant-time operations correctly is a first-class feature. See for example:
https://github.com/google/rune
- A high performance embedded database
- Rune
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The Year of C++ Successor Languages
I can field questions folks might have on DataDraw. I'm not Bill, but I wrote the docs PR that recently overhauled the Rune README to highlight a lot of this interesting info about its use of the DD tool.
Another neat thing about DD -- the Rune compiler/grammar itself are written as DataDraw types, and one of the builtin things you can do is generate PostScript visualizations of them. Check this out:
https://github.com/google/rune/pull/33#issuecomment-13558283...
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Sorting with SIMD
Maybe Google's new "Rune" language will become prevalent https://github.com/google/rune, which supports SoA.
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Hacker News top posts: Nov 27, 2022
The Rune Programming Language\ (99 comments)
- The Rune Programming Language
- ᚣ the Rune Programming Language
What are some alternatives?
jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Rhai - Rhai - An embedded scripting language for Rust.
futhark - :boom::computer::boom: A data-parallel functional programming language
duckscript - Simple, extendable and embeddable scripting language.
julia - The Julia Programming Language
sgcl - Smart Garbage Collection Library for C++
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
zetasql - ZetaSQL - Analyzer Framework for SQL
hasktorch - Tensors and neural networks in Haskell
miniserve - 🌟 For when you really just want to serve some files over HTTP right now!
CIPs
RustPython - A Python Interpreter written in Rust