livebook VS Arraymancer

Compare livebook vs Arraymancer and see what are their differences.

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livebook Arraymancer
80 21
4,425 1,307
2.1% -
9.8 8.2
4 days ago 6 days ago
Elixir Nim
Apache License 2.0 Apache License 2.0
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.

livebook

Posts with mentions or reviews of livebook. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-28.
  • Super simple validated structs in Elixir
    1 project | dev.to | 20 Apr 2024
    To get started you need a running instance of Livebook
  • Arraymancer – Deep Learning Nim Library
    6 projects | news.ycombinator.com | 28 Mar 2024
  • Setup Nx lib and EXLA to run NX/AXON with CUDA
    2 projects | dev.to | 22 Mar 2024
    LiveBook site
  • Interactive Code Cells
    2 projects | news.ycombinator.com | 18 Dec 2023
    I prefer functional programming with Livebook[1] for this type of thing. Once you run a cell, it can be published right into a web component as well.

    [1] - https://livebook.dev

  • What software should I use as an alternative to Microsoft OneNote?
    2 projects | /r/software | 7 Dec 2023
    If you're a coder, Livebook might be worth a look too. I certainly have my eyes on it.
  • Advent of Code Day 5
    8 projects | /r/elixir | 5 Dec 2023
    Would highly recommend looking at Jose's use of livebook to answer these. It makes testing easier. It's old but still relevant. Video link inside
  • Advent of Code 2023 is nigh
    19 projects | news.ycombinator.com | 1 Dec 2023
  • Racket branch of Chez Scheme merging with mainline Chez Scheme
    5 projects | news.ycombinator.com | 6 Nov 2023
    That's hard to say. Racket is a rather complete language, as is F# and Elixir. And F# and Racket are extremely capable multi-paradigm languages, supporting basically any paradigm. Elixir is a bit more restricted in terms of its paradigms, but that's a feature oftentimes, and it also makes up for it with its process framework and deep VM support from the BEAM.

    I would say that the key difference is that F# and Elixir are backed by industry whereas Racket is primarily backed via academia. Thus, the incentives and goals are more aligned for F# and Elixir to be used in industrial settings.

    Also, both F# and Elixir gain a lot from their host VMs in the CLR and BEAM. Overall, F# is the cleanest language of the three, as it is easy to write concise imperative, functional, or OOP code and has easy asynchronous facilities. Elixir supports macros, and although Racket's macro system is far more advanced, I don't think it really provides any measurable utility over Elixir's. I would also say that F# and Elixir's documentation is better than Racket's. Racket has a lot of documentation, but it can be a little terse at times. And Elixir definitely has the most active, vibrant, and complete ecosystem of all three languages, as well as job market.

    The last thing is that F# and Elixir have extremely good notebook implementations in Polyglot Notebooks (https://marketplace.visualstudio.com/items?itemName=ms-dotne...) and Livebook (https://livebook.dev/), respectively. I would say both of these exceed the standard Python Jupyter notebook, and Racket doesn't have anything like Polyglot Notebooks or Livebook. (As an aside, it's possible for someone to implement a Racket kernel for Polyglot Notebooks, so maybe that's a good side project for me.)

    So for me, over time, it has slowly whittled down to F# and Elixir being my two languages that I reach for to handle effectively any project. Racket just doesn't pull me in that direction, and I would say that Racket is a bit too locked to DrRacket. I tried doing some GUI stuff in Racket, and despite it having an already built framework, I have actually found it easier to write my own due to bugs found and the poor performance of Racket Draw.

  • Runme – Interactive Runbooks Built with Markdown
    7 projects | news.ycombinator.com | 24 Aug 2023
    This looks very similar to LiveBook¹. It is purely Elixir/BEAM based, but is quite polished and seems like a perfect workflow tool that is also able to expose these workflows (simply called livebooks) as web apps that some functional, non-technical person can execute on his/her own.

    1: https://livebook.dev/

  • Livebook: Automate code and data workflows with interactive notebooks
    1 project | news.ycombinator.com | 6 Aug 2023

Arraymancer

Posts with mentions or reviews of Arraymancer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-28.
  • Arraymancer – Deep Learning Nim Library
    6 projects | news.ycombinator.com | 28 Mar 2024
    It is a small DSL written using macros at https://github.com/mratsim/Arraymancer/blob/master/src/array....

    Nim has pretty great meta-programming capabilities and arraymancer employs some cool features like emitting cuda-kernels on the fly using standard templates depending on backend !

  • Go, Python, Rust, and production AI applications
    4 projects | news.ycombinator.com | 12 Mar 2024
    Nim has also a powerful deep learning library called Arraymancer. It's selling point is that you don't have to rewrite your code from research to production. It's used in various machine learning projects, but one recent one that caught my eye was https://github.com/amkrajewski/nimCSO "Composition Space Optimization"

    https://github.com/mratsim/Arraymancer

  • D Programming Language
    13 projects | news.ycombinator.com | 3 Dec 2023
    - https://github.com/mratsim/Arraymancer/blob/master/src/array...

    It's worth noting that nim async/await transformation is fully implemented as a library in macros.

  • Prospects of utilising Nim in scientific computation?
    3 projects | /r/nim | 3 Jun 2023
  • How to write performant Nim?
    1 project | /r/nim | 7 Nov 2022
    https://github.com/mratsim/Arraymancer 11. « Premature optimisation is the root of all evil », Donald Knuth, The art of computer Programming It would be quite useful that someone writes one with examples for all these recommendations and more ...
  • Deeplearning in Nim?
    6 projects | /r/nim | 4 Jul 2022
    In particular for deep learning as bobsyourunkl already mentioned there is arraymancer on the one hand and also flambeau on the other. The latter is a Nim wrapper around libtorch (i.e. the PyTorch C++ backend). It is missing things (to be wrapped by adding a few lines) and has some rough edges, but if one needs to get stuff done, it's possible.
  • Mastering Nim – now available on Amazon
    9 projects | news.ycombinator.com | 29 Jun 2022
    how are u compiling (optimization, custom compilation flags etc.?) In my case https://github.com/mratsim/Arraymancer big project compile under your 4.2s so or you have like 10k+ lines of codes with macros or you just pass some debug flags to compiler :D
  • Nim Version 1.6.6 Released
    9 projects | news.ycombinator.com | 5 May 2022
  • The counter-intuitive rise of Python in scientific computing (2020)
    9 projects | news.ycombinator.com | 26 Mar 2022
  • Computer Programming with Nim
    13 projects | news.ycombinator.com | 27 Feb 2022
    We have both raw wrappers for BLAS:

    https://github.com/andreaferretti/nimblas

    as well as LAPACK:

    https://github.com/andreaferretti/nimlapack

    For an example, consider calling the least squares routine `dgelsd` in arraymancer:

    https://github.com/mratsim/Arraymancer/blob/master/src/array...

    wrapped up in a nicer user facing API.

    Feel free to hop onto matrix, if you have more questions!

What are some alternatives?

When comparing livebook and Arraymancer you can also consider the following projects:

kino - Client-driven interactive widgets for Livebook

nimtorch - PyTorch - Python + Nim

awesome-advent-of-code - A collection of awesome resources related to the yearly Advent of Code challenge.

Nim - Nim is a statically typed compiled systems programming language. It combines successful concepts from mature languages like Python, Ada and Modula. Its design focuses on efficiency, expressiveness, and elegance (in that order of priority).

interactive - .NET Interactive combines the power of .NET with many other languages to create notebooks, REPLs, and embedded coding experiences. Share code, explore data, write, and learn across your apps in ways you couldn't before.

nimble - Package manager for the Nim programming language.

Genie.jl - 🧞The highly productive Julia web framework

awesome-tensor-compilers - A list of awesome compiler projects and papers for tensor computation and deep learning.

Elixir - Elixir is a dynamic, functional language for building scalable and maintainable applications

nvim-treesitter - Nvim Treesitter configurations and abstraction layer

axon - Nx-powered Neural Networks

prologue - Powerful and flexible web framework written in Nim