Top 4 symbolic-differentiation Open-Source Projects

• Gorgonia

  12 4,597 5.7 Go

  Gorgonia is a library that helps facilitate machine learning in Go.

  

  Project mention: [D] What framework are you using? | reddit.com/r/MachineLearning | 2022-08-17

  I use Gorgonia.

• sicmutils

  9 620 8.1 Clojure

  Computer Algebra, Physics and Differential Geometry in Clojure.

  

  Project mention: Ask HN: What Is the SICP of Physics? | news.ycombinator.com | 2022-06-17

  There are some good resources here including some nicely formatted HTML versions of the book: https://github.com/sicmutils/sicmutils/wiki/SICM-and-FDG-Lea...

  ^ The Github repo contains a Clojure version of the Scheme library used by the book.

• Scout APM

  scoutapm.com

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  Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  

• kotlingrad

  1 474 9.0 Kotlin

  🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

  Project mention: Trade-Offs in Automatic Differentiation: TensorFlow, PyTorch, Jax, and Julia | news.ycombinator.com | 2021-12-25

  and that there is a mature library for autodiff https://github.com/breandan/kotlingrad

• HashedExpression

  0 40 1.3 Haskell

  Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.

  

symbolic-differentiation related posts

• Ask HN: What Is the SICP of Physics?
  1 project | news.ycombinator.com | 17 Jun 2022
• Space Math
  2 projects | news.ycombinator.com | 18 Apr 2022
• Math notation library for CojureScript
  3 projects | reddit.com/r/Clojure | 29 Mar 2022
• A, perhaps, naive question on (Common) Lisp
  2 projects | reddit.com/r/lisp | 29 Mar 2022
• Physics in Clojure: Elliptical Paths
  3 projects | news.ycombinator.com | 15 Mar 2022
• Neural network capable of solving university-level Mathematics problems at scale
  1 project | news.ycombinator.com | 8 Jan 2022
• clj-maxima, symbolic algebra on clojure using maxima and common lisp.
  2 projects | reddit.com/r/Clojure | 28 Apr 2021

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