numericals VS awesome-cl

Compare numericals vs awesome-cl and see what are their differences.

numericals

CFFI enabled SIMD powered simple-math numerical operations on arrays for Common Lisp [still experimental] (by digikar99)

awesome-cl

A curated list of awesome Common Lisp frameworks, libraries and other shiny stuff. (by CodyReichert)
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
numericals awesome-cl
6 64
47 2,456
- -
7.7 8.7
about 1 month ago 8 days ago
Common Lisp Makefile
MIT License 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.

numericals

Posts with mentions or reviews of numericals. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-02.
  • numericals - Performance of NumPy with the goodness of Common Lisp
    8 projects | /r/lisp | 2 Aug 2022
    How about the semantics? Nevermind, I looked -- utter nonsense, just like numpy.
  • Good Lisp libraries for math
    7 projects | /r/lisp | 21 May 2022
    Then there is a question - do you actually need these libraries? You can optimize code in Common Lisp (type declarations, usage of appropriate data structures, SIMD instructions etc). See this: https://github.com/digikar99/numericals/tree/master/sbcl-numericals <- SIMD instructions used from SBCL (on x86; these are processor-family specific so Apple M1 will have different ones).
  • Image classification in CL? Help with starting point
    8 projects | /r/Common_Lisp | 20 Sep 2021
    *I have not; I have a couple of WIP/alpha-stage libraries like dense-arrays and numericals that could be useful; once I find the time, I want to think about if these or its dependencies can be integrated into the existing libraries including antik mentioned by awesome-cl.
  • Machine Learning in Lisp
    12 projects | /r/lisp | 4 Jun 2021
    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.
  • polymorphic-functions - Possibly AOT dispatch on argument types with support for optional and keyword argument dispatch
    9 projects | /r/lisp | 21 May 2021
    I made this while running into code modularity issues with the numericals project I attempted last year; I did discover specialization-store, but found its goals in conflict with what I wanted to achieve; so I ended up investing in this.

awesome-cl

Posts with mentions or reviews of awesome-cl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-26.
  • 3 years of fulltime Rust game development, and why we're leaving Rust behind
    21 projects | news.ycombinator.com | 26 Apr 2024
    I know you're not asking for recommendations, but Lisp, particularly SBCL, really seems to check all your boxes. I say this as someone who generally reaches for Scheme when it comes to Lisps too.

    There are a few game engines[0] for CL, but most of them seem to be catered specifically to 2D games.

    [0] https://github.com/CodyReichert/awesome-cl?tab=readme-ov-fil...

  • KamilaLisp – A functional, flexible and concise Lisp
    6 projects | news.ycombinator.com | 1 Mar 2024
    Hello, a single counter-example I hope https://lispcookbook.github.io/cl-cookbook/editor-support.ht...

    (see more from https://github.com/CodyReichert/awesome-cl?tab=readme-ov-fil...

    https://cl-community-spec.github.io/pages/index.html

    and some more)

  • Why Is Common Lisp Not the Most Popular Programming Language?
    8 projects | news.ycombinator.com | 14 Feb 2024
    Everyone, if you don't have a clue on how's Common Lisp going these days, I suggest:

    https://lisp-journey.gitlab.io/blog/these-years-in-common-li... (https://www.reddit.com/r/lisp/comments/107oejk/these_years_i...)

    A curated list of libraries: https://github.com/CodyReichert/awesome-cl

    Some companies, the ones we hear about: https://github.com/azzamsa/awesome-lisp-companies/

    and oh, some more editors besides Emacs or Vim: https://lispcookbook.github.io/cl-cookbook/editor-support.ht... (Atom/Pulsar support is good, VSCode support less so, Jetbrains one getting good, Lem is a modern Emacsy built in CL, Jupyter notebooks, cl-repl for a terminal REPL, etc)

  • Common Lisp: An Interactive Approach (1992) [pdf]
    7 projects | news.ycombinator.com | 10 Oct 2023
    check out the editor section, there's more than Emacs these days: https://lispcookbook.github.io/cl-cookbook/editor-support.ht...

    - https://github.com/CodyReichert/awesome-cl for libraries

    - https://www.classcentral.com/report/best-lisp-courses/#ancho...

    - a recent overview of the ecosystem: https://lisp-journey.gitlab.io/blog/these-years-in-common-li... (shameless plug, on HN: https://news.ycombinator.com/item?id=34321090)

  • Spinneret: A modern Common Lisp HTML generator
    8 projects | news.ycombinator.com | 26 Sep 2023
    More HTML generators for CL: https://github.com/CodyReichert/awesome-cl#html-generators-a... there are lispy ones (Spinneret), Django-like ones (Djula, I like it, easy to use and extend), HTML-based allowing for inline Lisp code (Ten), JSX-like ones (lsx, markup), and more.
  • Common Lisp JSON parser?
    2 projects | /r/lisp | 17 Sep 2023
    https://github.com/CodyReichert/awesome-cl is usually a good place to find recommendations. Jzon is pretty good.
  • All of Mark Watson's Lisp Books
    6 projects | news.ycombinator.com | 24 Jul 2023
    > obstacles add up

    I actually agree. It wasn't smooth for me to ship my first CL app. It's all better now (more tools, more documentation, more blog posts from several people, more SO questions and answers!).

    > performant

    SBCL is in the same ballpack of C, Rust or Java in many benchmarks.

    In this article series, the author writes the same program in CL, Rust and Java. In fact, he copy-pastes a PG snippet from 30 years ago. This snippet beats Rust and Java in LOC and speed. But, yeah, he wasn't writing super efficient Rust code, so after many discussions, pull requests and sweating, the Rust code became the most performant. https://renato.athaydes.com/posts/revisiting-prechelt-paper-... It didn't take work to make the CL code performant, more so for the Rust one ;)

    a benchmark after sb-simd vectorization: https://preview.redd.it/vn5juu36v2681.png?width=715&format=p... (https://www.reddit.com/r/Common_Lisp/comments/riedio/quite_a...)

    > good tools for networking, for writing concurrent or asynchronous code, for graphics,

    I refer the reader to https://github.com/CodyReichert/awesome-cl but yes, CL won't have the best libraries in some scenarii (GUI? Tk libs are good, we have Gtk4, a Qt5 library used in production© by a big player but difficult to install etc)

    > it doesn't give you a good package manager or means of distributing code

    Quicklisp is neat, with limitations, that can be addressed with Qlot, ql-https, or CLPM or the newest ocicl.

  • How to Understand and Use Common Lisp
    5 projects | news.ycombinator.com | 14 May 2023
    It's a good book!

    Modern companions would be:

    - the Cookbook: https://lispcookbook.github.io/cl-cookbook/ (check out the editors section: Atom/Pulsar, VSCode, Sublime, Jetbrains, Lem...)

    - https://github.com/CodyReichert/awesome-cl to find libraries

    Also:

    - https://stevelosh.com/blog/2018/08/a-road-to-common-lisp/

    - https://news.ycombinator.com/item?id=34321090 2022 in review

  • Why Lisp?
    17 projects | news.ycombinator.com | 7 May 2023
    > static strong typing

    Alright, here is it: https://github.com/coalton-lang/coalton/

    > small efficient native binaries

    The numbers are: with SBCL's core-compression, a web app with dozens on dependencies will weight ±30 to 40MB. This includes the compiler, the debugger, etc. Without core compression, we reach ±150MB.

    > The actor runtime?

    the actor library: https://github.com/mdbergmann/cl-gserver

    > couldn't find a way to make money with it. I suspect many other programmers are in my boat.

    Alright. Some do, that's life. Yes, some companies go with CL even in 2023 (https://lisp-journey.gitlab.io/blog/lisp-interview-kina/, they released https://github.com/KinaKnowledge/juno-lang lately; Feetr (finance): https://twitter.com/feetr_io/status/1587182923911991303)

    https://github.com/azzamsa/awesome-lisp-companies/

    > Give us an HTTP (1.x & 2.0) and WebSockets libraries

    How so? We have those libraries. HTTP/2: https://github.com/zellerin/http2/

    https://github.com/CodyReichert/awesome-cl

  • Peter Norvig – Paradigms of AI Programming Case Studies in Common Lisp
    8 projects | news.ycombinator.com | 5 May 2023
    https://leanpub.com/lovinglisp -- this one is great, and the first thing I recommend

    https://lispcookbook.github.io/cl-cookbook/ -- also great and up to date

    https://awesome-cl.com/ -- for anything else.

What are some alternatives?

When comparing numericals and awesome-cl you can also consider the following projects:

cl-cuda - Cl-cuda is a library to use NVIDIA CUDA in Common Lisp programs.

cl-str - Modern, simple and consistent Common Lisp string manipulation library.

py4cl - Call python from Common Lisp

awesome-lisp-companies - Awesome Lisp Companies

py4cl2 - Call python from Common Lisp

coalton - Coalton is an efficient, statically typed functional programming language that supercharges Common Lisp.

specialization-store - A different type of generic function for common lisp.

Petalisp - Elegant High Performance Computing

ocaml - The core OCaml system: compilers, runtime system, base libraries

dense-arrays - Numpy like array object for common lisp

clog - CLOG - The Common Lisp Omnificent GUI