Julia symbolic-computation

Open-source Julia projects categorized as symbolic-computation
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Julia Symbolic Sciml Pde Optimization
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Top 4 Julia symbolic-computation Projects

symbolic-computation

  1. 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

    Project mention: Modelica | news.ycombinator.com | 2024-12-16

    JuliaSim looks interesting! From my understanding, it's 100% proprietary/commercial, but built on top of the open source https://github.com/SciML/ModelingToolkit.jl?

  2. Nutrient

    Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers. Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.

    Nutrient logo

  3. SymbolicRegression.jl

    Distributed High-Performance Symbolic Regression in Julia

  4. Metatheory.jl

    Makes Julia reason with equations. General purpose metaprogramming, symbolic computation and algebraic equational reasoning library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.

  5. MethodOfLines.jl

    Automatic Finite Difference PDE solving with Julia SciML

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).

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Julia symbolic-computation related posts

  • [ANN] E-graphs and equality saturation: hegg 0.1

    3 projects | /r/haskell | 26 Aug 2022

  • Algebraic Metaprogramming in Julia with Metatheory.jl

    1 project | news.ycombinator.com | 12 Mar 2021

Index

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

# Project Stars
1 ModelingToolkit.jl 1,483
2 SymbolicRegression.jl 679
3 Metatheory.jl 366
4 MethodOfLines.jl 171

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Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
www.nutrient.io
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