paip-lisp VS py4cl

Compare paip-lisp vs py4cl and see what are their differences.

paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming" (by norvig)

py4cl

Call python from Common Lisp (by bendudson)
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paip-lisp py4cl
67 21
7,014 223
- -
0.8 2.3
7 months ago 7 months ago
Common Lisp Common Lisp
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.
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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.

paip-lisp

Posts with mentions or reviews of paip-lisp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-03.
  • The Loudest Lisp Program
    4 projects | news.ycombinator.com | 3 May 2024
    Have you seen https://stevelosh.com/blog/2018/08/a-road-to-common-lisp/ ? "Kludges" everywhere is applicable. On the other hand, having a function like "row-major-aref" that allows accessing any multi-dimensional array as if it were one dimensional is "sweeter than the honeycomb".

    I still think CL code can be beautiful. Norvig's in PAIP https://github.com/norvig/paip-lisp is nice.

    As for the inside-out remark, while technically you do it, you don't have to, and it's very convenient to not do. Clojure has its semi-famous arrow macro that lets you write things in a more sequential style, it exists in CL too, and there's always the venerable let* binding. e.g. 3 options:

        (loop (print (eval (read))))
  • Ask HN: Guide for Implementing Common Lisp
    3 projects | news.ycombinator.com | 1 Feb 2024
    PAIP by Peter Norvig, Chapter 23, Compiling Lisp

    https://github.com/norvig/paip-lisp/blob/main/docs/chapter23...

  • The Meeting of the Minds That Launched AI
    1 project | news.ycombinator.com | 11 Sep 2023
    Emacs is so much more than a text editor! But I need to stay on topic...

    I believe your assessment of LISP (and therefore of MacArthy)'s impact on AI to be unfair. Just a few days ago https://github.com/norvig/paip-lisp was discussed on this site, for example.

  • Towards a New SymPy
    5 projects | news.ycombinator.com | 8 Sep 2023
    Sounds like a great project idea to make a toy demo of this direction you'd like to see. Maybe comparable to https://github.com/norvig/paip-lisp/blob/main/docs/chapter15... and https://github.com/norvig/paip-lisp/blob/main/docs/chapter8.... which are a few hundred lines of Lisp each, but do enough to be interesting.
  • A few newbie questions about lisp
    4 projects | /r/Common_Lisp | 21 May 2023
    You could look into Paradigms of AI Programming by Peter Norvig which might interest you regardless of Lisp content.
  • Mathematical paradigm?
    1 project | /r/AskProgramming | 13 May 2023
    Lisp has great power, examine PAIP, part II chapters 7 and 8.
  • Peter Norvig – Paradigms of AI Programming Case Studies in Common Lisp
    8 projects | news.ycombinator.com | 5 May 2023
  • Evidence that GPT-4 has a level of understanding
    1 project | /r/singularity | 18 Apr 2023
    A computer running Prolog reasons, and that only requires a couple of pages of code. So it seems feasible that the network could have learned some ability to reason within its network.
  • Conversation with Larry Masinter about Standardizing Common Lisp
    1 project | news.ycombinator.com | 13 Apr 2023
    IMHO it's because lisp shines to manipulate symbols whereas the current AI trend is crunching matrices.

    When AI was about building grammars, trees, developing expert systems builds rules etc. symbol manipulation was king. Look at PAIP for some examples: https://github.com/norvig/paip-lisp

    This paradigm has changed.

  • A lispy book on databases
    2 projects | /r/lisp | 4 Apr 2023
    Origen: Conversación con Bing, 4/4/2023(1) gigamonkey/monkeylib-binary-data - GitHub. https://github.com/gigamonkey/monkeylib-binary-data Con acceso 4/4/2023. (2) paip-lisp/chapter4.md at main · norvig/paip-lisp · GitHub. https://github.com/norvig/paip-lisp/blob/main/docs/chapter4.md Con acceso 4/4/2023. (3) bibliography.md · GitHub. https://gist.github.com/gigamonkey/6151820 Con acceso 4/4/2023.

py4cl

Posts with mentions or reviews of py4cl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-06.
  • Need recommendation for IPC with Go
    4 projects | /r/Common_Lisp | 6 Jun 2023
    py4cl and cl4py rely on uiop:launch-program and python's subprocess respectively. These are portable to the extent uiop and subprocess are portable and do not require any additional installation.
  • Lisp-Stick on a Python
    11 projects | news.ycombinator.com | 14 Nov 2022
    If you want to use Python libs from CL, see py4cl: https://github.com/bendudson/py4cl the other way around, calling your efficient CL library from Python: https://github.com/marcoheisig/cl4py/ There might be more CL libraries than you think! https://github.com/CodyReichert/awesome-cl (or at least a project sufficiently advanced on your field to join forces ;) )
  • The German School of Lisp (2011)
    5 projects | news.ycombinator.com | 12 Nov 2022
    FYI you can call Python from CL: https://github.com/bendudson/py4cl and CL from Python: https://github.com/marcoheisig/cl4py/

    If you don't know Emacs, see other editors: https://lispcookbook.github.io/cl-cookbook/editor-support.ht... If you want the more Smalltalk-like experience I'd go with the free LispWorks version: it has many GUI panes that allow to watch and discover the state of the program.

    I personally couldn't stay long with Hylang. You won't get CL niceties: more language features, performance, standalone binaries, interactive debugger (all the niceties of an image-based development)…

  • Plotting
    5 projects | /r/lisp | 7 Nov 2022
    I ended up using a fair bit of matplotlib through college and with colleagues. I too don't want to use python, but I also don't like throwing away its libraries, and I'm too lazy to invest in other* plotting ecosystems. In effect, I use up using matplotlib through py4cl/2.
  • numericals - Performance of NumPy with the goodness of Common Lisp
    8 projects | /r/lisp | 2 Aug 2022
    Note that it is not my aim to replace the python ecosystem; I think that is far too lofy a goal to be of any good. My original intention was to interoperate with python through py4cl/2 or the likes, but felt that one needs a Common Lisp library for "small" operations, while "large" operations can be offloaded to python libraries through py4cl/2.
  • Good Lisp libraries for math
    7 projects | /r/lisp | 21 May 2022
    If performance is absolutely not a concern, then third option is using python libraries through py4cl/2. To put it differently, if calling python from lisp is not the bottleneck, then this is a feasible option.
  • Why Hy?
    18 projects | news.ycombinator.com | 3 May 2022
    I encourage people to try out Common Lisp because, unlike with Hy, you will get: speed, ability to build binaries, truly interactive image-based development (yes, more interactive than ipython), more static type checks, more language features (no closures in Hy last time I checked), language stability… To reach to Python libs, you have https://github.com/bendudson/py4cl My comparison of Python and CL: https://lisp-journey.gitlab.io/pythonvslisp/
  • Tutorial Series to learn Common Lisp quickly
    17 projects | news.ycombinator.com | 27 Apr 2022
    > Not sure if such a thing already exists for CL

    couple of solutions exist for this

    https://github.com/bendudson/py4cl

    https://github.com/pinterface/burgled-batteries

  • Calling Python from Common Lisp
    1 project | news.ycombinator.com | 25 Mar 2022
  • (define (uwu) (display "nya~\n"))
    5 projects | /r/transprogrammer | 17 Mar 2022
    Ahh, makes sense. Well, if you ever wanna steal some of python's thunder, libpython-clj worked great for me lol. Supposedly py4cl fills a similar role in Common Lisp.

What are some alternatives?

When comparing paip-lisp and py4cl you can also consider the following projects:

mal - mal - Make a Lisp

py4cl2 - Call python from Common Lisp

30-days-of-elixir - A walk through the Elixir language in 30 exercises.

magicl - Matrix Algebra proGrams In Common Lisp.

Crafting Interpreters - Repository for the book "Crafting Interpreters"

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

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

hy - A dialect of Lisp that's embedded in Python

picolisp-by-example - The source code of the free book "PicoLisp by Example"

libpython-clj - Python bindings for Clojure

slime - The Superior Lisp Interaction Mode for Emacs