symbolic-differentiation

Open-source projects categorized as symbolic-differentiation Edit details
Language filter: + Go + Clojure + Kotlin + Haskell

Top 4 symbolic-differentiation Open-Source Projects

  • Gorgonia

    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

    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

    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

    🧩 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

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

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-08-17.

symbolic-differentiation related posts

Index

What are some of the best open-source symbolic-differentiation projects? This list will help you:

Project Stars
1 Gorgonia 4,597
2 sicmutils 620
3 kotlingrad 474
4 HashedExpression 40
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