numcl
Numpy clone in Common Lisp (by numcl)
cl-containers
Containers Library for Common Lisp (by hraban)
| numcl | cl-containers | |
|---|---|---|
| 9 | 2 | |
| 626 | 61 | |
| 0.2% | - | |
| 0.0 | 3.9 | |
| 6 months ago | 7 months ago | |
| Common Lisp | Common Lisp | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
numcl
Posts with mentions or reviews of numcl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-31.
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How fast can you multiply matrices using only common lisp?
Is it me or numcl is faster than magicl? Matrix multiplication on magicl with pure lisp backend is
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Rewrite Your Scripts In LISP - with Roswell
Interesting, I will, thanks! I am aware of numcl for CL, but I don't think it is "there" yet :).
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Good Lisp libraries for math
The first that comes to mind is numcl. This works if (i) performance is not seriously a concern, (ii) you are not annoyed by julia-like JIT/JAOT compilation delays, (iii) copy-based slicing won't be a performance issue for you. To be fair, limitation (i) might be overcome by writing a better (simd-based) backend for numcl. numcl is fast, it compiles to fairly good code, but simd can boost the performance by another 4-8 times or so.
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Efficiently/easily sample from a list - any existing alternative?
am I missing something that already exists (numcl / Alexandria / core language, etc?)
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Lisp as an Alternative to Java (2000)
>Either implement numpy equivalent on your own or half of your code is data massaging data between libraries
I haven't tested this but here you go:
https://github.com/numcl/numcl
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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]
numcl - Numpy clone in Common Lisp. [LGPL3][9].
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SBCL: New in Version 2.1.0
[3] https://github.com/numcl/numcl
cl-containers
Posts with mentions or reviews of cl-containers.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-14.
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-🎄- 2021 Day 15 Solutions -🎄-
Now the main mutable state in my A* function is the use of cl-containers's priority queue. I might see if Sycamore's pairing heap is a suitably-performant pure-functional replacement.
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SBCL: New in Version 2.1.0
We're using cl-containers [1] and cl-graph [2] and to make it very fast lparallel [3] and rtg-math [4] (among many others)
[1] https://github.com/gwkkwg/cl-containers
What are some alternatives?
When comparing numcl and cl-containers you can also consider the following projects:
cl-cuda - Cl-cuda is a library to use NVIDIA CUDA in Common Lisp programs.
mgl - Common Lisp machine learning library.
april - The APL programming language (a subset thereof) compiling to Common Lisp.
cl-graph - Common Lisp library for manipulating graphs and running graph algorithms
lisp-matrix - A matrix package for common lisp building on work by Mark Hoemmen, Evan Monroig, Tamas Papp and Rif.
aoc - Advent of Code 2020 in Nelua
Petalisp - Elegant High Performance Computing
vellum - Data Frames for Common Lisp
magicl - Matrix Algebra proGrams In Common Lisp.
rtg-math - common lisp library providing common math functions used in games
py4cl2 - Call python from Common Lisp
aoc - 🎄 My solutions and walkthroughs for Advent of Code and more related stuff.