array-operations
hy
array-operations | hy | |
---|---|---|
2 | 52 | |
40 | 4,778 | |
- | 0.6% | |
2.2 | 9.2 | |
almost 2 years ago | 4 days ago | |
Common Lisp | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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array-operations
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Machine Learning in Lisp
Personally, I've been relying on the stream-based method using py4cl/2, mostly because I did not - and perhaps do not - have the knowledge and time to dig into the CFFI based method. The limitation is that this would get you less than 10000 python interactions per second. That is sufficient if you will be running a long running python task - and I have successfully run trivial ML programs using it, but any intensive array processing gets in the way. For this later task, there are a few emerging libraries like numcl and array-operations without SIMD (yet), and numericals using SIMD. For reasons mentioned on the readme, I recently cooked up dense-arrays. This has interchangeable backends and can also use cl-cuda. But barring that, the developer overhead of actually setting up native-CFFI ecosystem is still too high, and I'm back to py4cl/2 for tasks beyond array processing.
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cbaggers/rtg-math - a selection of the math routines most commonly needed for making realtime graphics in lisp (2, 3 and 4 component vectors, 3x3 and 4x4 matrices, quaternions, spherical and polar coordinates). [2019]
array-operations - a collection of functions and macros for manipulating Common Lisp arrays and performing numerical calculations with them. [MIT][200].
hy
- A dialect of Lisp that's embedded in Python
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How to Write a (Lisp) Interpreter (In Python)
Not exactly the same (doesn't embed into the source like this did), but I believe Hylang[0] is the best Lisp package available for modern Python.
[0] https://github.com/hylang/hy
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Sapling: A highly experimental vi-inspired editor where you edit code, not text
Isn't that a bit what hy (https://hylang.org/) tries to do ? AIUI it is a lisp interacting directly with the AST of Python, allowing seamless interop: Python modules can be used from hy and vice versa, everything is transparent.
- Hylang, a Lisp dialect embedded in Python
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Hissp
I’ve been keeping loose tabs on this and Hy[1] for a while, but I’ve had some trouble figuring out the major differences between them and the use-cases for either. Would love to see an in-depth comparison in the form of a blog post sometime (though maybe the answer here is to do the research and write one up myself).
1: https://hylang.org
- Hy
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Ask HN: Is SICP/HtDP still worth reading in 2023? Any alternatives?
“Python is for scientists. Lisp is for engineers.”
Then what does that make Hy language?
https://hylang.org/
Re Languages with lots of example code and LLM’s
With translators or things like Hy lang, one could get the LLM’s to solve your problem in Python before converting it to another form. Then, you just need a translator. If lacking one, it’s easy to translate by hand.
The practicality of this concept will probably vary by use case. My experiments had GPT doing sketching, implementations, boilerplate, and even porting Python to Rust. A legally-clear LLM trained on multiple languages could probably be fine-tuned to do Python to LISP conversions. If not, Hy might be a stepping stone, too.
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Sharing Saturday #469
You could say so: I've been maintaining the compiler since 2016 ;). Infinitesimal Quest 2 + ε (SQ) exists more to advance Hy than for its own sake.
- What if: python without commas
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Best implementation of CL for learning purposes
If you are using Python - you might find Hylang (https://hylang.org) interesting.
What are some alternatives?
dense-arrays - Numpy like array object for common lisp
hissp - It's Python with a Lissp.
polisher - Infix notation to S-expression (Polish notation) translator for Common Lisp
Fennel - Lua Lisp Language
physical-quantities - A common lisp library that provides a numeric type with optional unit and/or uncertainty for computations with automatic error propagation.
babashka - Native, fast starting Clojure interpreter for scripting
cepl - Code Evaluate Play Loop
eso-light-attack-weave - This is a macro for the game Elder Scrolls Online
numcl - Numpy clone in Common Lisp
Carp - A statically typed lisp, without a GC, for real-time applications.
common-lisp-stat - Common Lisp Statistics -- based on LispStat (Tierney) but updated for Common Lisp and incorporating lessons from R (http://www.r-project.org/). See the google group for lisp stat / common lisp statistics for a mailing list.
hebigo - 蛇語(HEH-bee-go): An indentation-based skin for Hissp.