JuliaCall vs Zygote-Mutating-Arrays-WorkAround.jl

JuliaCall

Embed Julia in R (by Non-Contradiction)

non-contradiction.github.io

Zygote-Mutating-Arrays-WorkAround.jl

A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote. (by rakeshvar)

zygote Differentiation automatic-differentiation ctc-loss Julia mutating-arrays

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JuliaCall		Zygote-Mutating-Arrays-WorkAround.jl
	Project
3	Mentions	1
260	Stars	29
-	Growth	-
1.0	Activity	0.0
17 days ago	Latest Commit	over 3 years ago
HTML	Language	Jupyter Notebook
GNU General Public License v3.0 or later	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.

JuliaCall

Posts with mentions or reviews of JuliaCall. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-01.

Is c++ still the best performance companion language for R?
4 projects | /r/Rlanguage | 1 May 2022

I’ve had some joy with JuliaCall.
[D] What's your favorite concept/rule/theorem in statistics and why?
3 projects | /r/statistics | 27 Apr 2021

We have an R interface to the Julia library, but it still requires Julia to be installed. It uses JuliaCall, and honestly you don't even need to use our R wrapper.
Announcing RStudio 1.4
1 project | /r/rstats | 21 Jan 2021

Zygote-Mutating-Arrays-WorkAround.jl

Posts with mentions or reviews of Zygote-Mutating-Arrays-WorkAround.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-09.

ModelingToolkit, Modelica, and Modia: The Composable Modeling Future in Julia
4 projects | news.ycombinator.com | 9 Aug 2021

What are some alternatives?

When comparing JuliaCall and Zygote-Mutating-Arrays-WorkAround.jl you can also consider the following projects:

Julia-DataFrames-Tutorial - A tutorial on Julia DataFrames package

JuliaTutorials - Learn Julia via interactive tutorials!

Unitful.jl - Physical quantities with arbitrary units

extendr - R extension library for rust designed to be familiar to R users.

DataScience - Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar

NonlinearSolve.jl - High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.

AeroSandbox - Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.

Zygote-Mutating-Arrays-WorkArou