DifferentialEquations.jl VS cl-lsp

Compare DifferentialEquations.jl vs cl-lsp and see what are their differences.

DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia. (by SciML)

cl-lsp

An implementation of the Language Server Protocol for Common Lisp (by cxxxr)
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DifferentialEquations.jl cl-lsp
6 13
2,754 200
1.5% -
7.3 0.0
15 days ago about 1 year ago
Julia TypeScript
GNU General Public License v3.0 or later MIT License
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.

DifferentialEquations.jl

Posts with mentions or reviews of DifferentialEquations.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-13.
  • Startups are building with the Julia Programming Language
    3 projects | news.ycombinator.com | 13 Dec 2022
    This lists some of its unique abilities:

    https://docs.sciml.ai/DiffEqDocs/stable/

    The routines are sufficiently generic, with regard to Julia’s type system, to allow the solvers to automatically compose with other packages and to seamlessly use types other than Numbers. For example, instead of handling just functions Number→Number, you can define your ODE in terms of quantities with physical dimensions, uncertainties, quaternions, etc., and it will just work (for example, propagating uncertainties correctly to the solution¹). Recent developments involve research into the automated selection of solution routines based on the properties of the ODE, something that seems really next-level to me.

    [1] https://lwn.net/Articles/834571/

  • From Common Lisp to Julia
    11 projects | news.ycombinator.com | 6 Sep 2022
    https://github.com/SciML/DifferentialEquations.jl/issues/786. As you could see from the tweet, it's now at 0.1 seconds. That has been within one year.

    Also, if you take a look at a tutorial, say the tutorial video from 2018,

  • When is julia getting proper precompilation?
    3 projects | /r/Julia | 10 Dec 2021
    It's not faith, and it's not all from Julia itself. https://github.com/SciML/DifferentialEquations.jl/issues/785 should reduce compile times of what OP mentioned for example.
  • Julia 1.7 has been released
    15 projects | news.ycombinator.com | 30 Nov 2021
    Let's even put raw numbers to it. DifferentialEquations.jl usage has seen compile times drop from 22 seconds to 3 seconds over the last few months.

    https://github.com/SciML/DifferentialEquations.jl/issues/786

  • Suggest me a Good library for scientific computing in Julia with good support for multi-core CPUs and GPUs.
    3 projects | /r/Julia | 18 Sep 2021
  • DifferentialEquations compilation issue in Julia 1.6
    1 project | /r/Julia | 27 Mar 2021
    https://github.com/SciML/DifferentialEquations.jl/issues/737 double posted, with the answer here. Please don't do that.

cl-lsp

Posts with mentions or reviews of cl-lsp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-30.
  • Show HN: Common Lisp Vim Compiler Plug-In
    2 projects | news.ycombinator.com | 30 Dec 2023
    How this compares to using cl-lsp[1] with Neovim?

    [1]: https://github.com/cxxxr/cl-lsp

  • Lisp language server
    3 projects | /r/lisp | 22 Feb 2023
    Does this count? https://github.com/cxxxr/cl-lsp
  • Common Lisp language server?
    1 project | /r/Common_Lisp | 31 Dec 2022
  • Emacs-like editors written in Common Lisp
    11 projects | news.ycombinator.com | 2 Oct 2022
  • From Common Lisp to Julia
    11 projects | news.ycombinator.com | 6 Sep 2022
  • A Road to Common Lisp (2018)
    12 projects | news.ycombinator.com | 6 Jun 2022
    It's a great article. Since then, we have more tools and resources so we can enhance it:

    Pick and Editor

    The article is right that you can start with anything. Just `load` your .lisp file in the REPL. But even in Vim, Sublime Text, and Atom [and also VSCode] you can get pretty good to very good support. See https://lispcookbook.github.io/cl-cookbook/editor-support.ht... (also Lem, a CL editor that works for other languages, Jupyter notebooks, Eclipse (basic support) and LispWorks (proprietary, advanced graphical tools).

    > if anyone is interested in making a Common Lisp LSP language server, I think it would be a hugely useful contribution to the community.

    Here's a new project used for VSCode: https://github.com/nobody-famous/alive-lsp There's also https://github.com/cxxxr/cl-lsp

    Other resources

    I already linked to it, but the Cookbook (to which I contribute) is a useful reference to see code and get things done, quickly. https://lispcookbook.github.io/cl-cookbook/

    While I'm at it, my first shameless plug: after my tutorials written for the Cookbook and my blog, I wanted to do more. Explain, structure, demo real-world Common Lisp. I'm creating this course (there are some free videos): https://www.udemy.com/course/common-lisp-programming/?coupon... (ongoing -50% coupon for June).

    Web Development

    See the Cookbook, and the awesome list (see below). We have many libraries, you still have to code for things taken for granted in other big frameworks. I have some articles on my blog.

    We have new very cool kids in town, especially CLOG, that is like a GUI for the browser. Check it out: https://github.com/rabbibotton/clog

    Game Development

    See again the awesome-cl list. And the Kandria game, in the making, all done in CL: https://kandria.com/ (it just got accepted for a Swiss grant, congratulations).

    Unit Testing

    We have even more test frameworks since 2018! And some are actually good O_o

    Projects

    To create a full-featured CL project in one command, look no further, here's my (shameless plug again) project skeleton: https://github.com/vindarel/cl-cookieproject you'll find the equivalent for a web project, lighter alternatives in the README, and a demo video: https://www.youtube.com/watch?v=XFc513MJjos&feature=youtu.be

    Libraries

    He doesn't mention this list, what a shame: https://github.com/CodyReichert/awesome-cl => the CL ecosystem is probably bigger than you thought. Sincerely, only recently, great packages appeared: CLOG, cl-gserver (actors concurrency), 40ants-doc, official CL support on OVH through Platform.sh, great editor add-ons (Slite test runner, Slime-star modules…), Coalton 1.0 (Haskell-like ML on top of CL), April v1.0 (APL in CL), a Qt 5 "library" (still hard to install), many more… (Clingon CLI args parser, Lish, a Lisp Shell in the making, the Consfigurator deployment service, generic-cl)…

    His list is OK, I'd pick another HTTP client and another JSON library (new ones since 2018 too), but that's a detail.

    BTW, see also a list of companies: https://github.com/azzamsa/awesome-lisp-companies/

    Community

    We are also on Discord: https://discord.gg/hhk46CE and on Libera Chat.

    Implementations

    CLASP (CL for C++ on LLVM) reached its v1.0, congrats. https://github.com/clasp-developers/clasp/releases/tag/1.0.0

  • is CLISP still recommended to use ?
    2 projects | /r/lisp | 4 Mar 2022
    If you’re already a vs-code user, then I get that. And the facilities do exist to do Common Lisp in vs-code: https://github.com/cxxxr/cl-lsp
  • Common lisp LSP. Why there is no such a thing?
    1 project | /r/neovim | 6 Jan 2022
    Third hit on DuckDuckGo https://github.com/cxxxr/cl-lsp
  • Why there is no new "modern" (Common) Lisp IDE?
    7 projects | /r/lisp | 21 Nov 2021
    You mean like cl-lsp, or the Alive Visual Studio Code extension? These are admittedly works in progress, but I'm sure you'd be very welcome to contribute since you care so much about it!
  • Common Lisp Study Group : Introduction to ASDF
    1 project | /r/lisp | 23 Oct 2021
    By the way, there is already https://github.com/cxxxr/cl-lsp that provides some LSP support for Common Lisp. I believe there is no need to support LSP from asdf side ... you just need to write a bridge for it. I know the author personally and since he surely does not use VS code himself, I don't know that was his motivation in making this one.

What are some alternatives?

When comparing DifferentialEquations.jl and cl-lsp you can also consider the following projects:

ModelingToolkit.jl - An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

clede

diffeqpy - Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

ctags - A maintained ctags implementation

Gridap.jl - Grid-based approximation of partial differential equations in Julia

alive-lsp - Language Server Protocol implementation for use with the Alive extension

ApproxFun.jl - Julia package for function approximation

lem-opengl - OpenGL frontend for the Lem text editor

DiffEqBase.jl - The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

roswell - intended to be a launcher for a major lisp environment that just works.

FFTW.jl - Julia bindings to the FFTW library for fast Fourier transforms

doc - Flexible documentation generator for Common Lisp projects.