Top 14 Julia Optimization Projects

• JuMP.jl

  3 2,151 9.3 Julia

  Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

  

• ModelingToolkit.jl

  15 1,370 9.8 Julia

  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

  

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• BeautifulAlgorithms.jl

  3 1,307 4.1 Julia

  Concise and beautiful algorithms written in Julia

• Optimization.jl

  3 679 9.7 Julia

  Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

  

• Metatheory.jl

  5 337 8.1 Julia

  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.

  

• Evolutionary.jl

  2 319 3.8 Julia

  Evolutionary & genetic algorithms for Julia

• Surrogates.jl

  1 317 8.7 Julia

  Surrogate modeling and optimization for scientific machine learning (SciML)

  

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• ADCME.jl

  1 285 0.0 Julia

  Automatic Differentiation Library for Computational and Mathematical Engineering

• ComponentArrays.jl

  1 280 7.0 Julia

  Arrays with arbitrarily nested named components.

• NLopt.jl

  1 253 5.7 Julia

  Package to call the NLopt nonlinear-optimization library from the Julia language

  

• Coluna.jl

  1 188 9.1 Julia

  Branch-and-Price-and-Cut in Julia

  

• RayTracer.jl

  1 146 0.0 Julia

  Differentiable RayTracing in Julia

• FluxTraining.jl

  1 116 5.1 Julia

  A flexible neural net training library inspired by fast.ai

  

• JuliaComputation

  1 78 9.0 Julia

  Repository for Common Ground C25

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Julia Optimization related posts

• Help me to choose an optimization framework for my problem

  2 projects | /r/Julia | 11 Mar 2023

• Optimization

  2 projects | /r/Julia | 3 Feb 2023

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

  3 projects | /r/haskell | 26 Aug 2022

• Multiple dispatch: Common Lisp vs Julia

  4 projects | /r/Julia | 5 Mar 2022

• Show HN: prometeo – a Python-to-C transpiler for high-performance computing

  19 projects | news.ycombinator.com | 17 Nov 2021

• Auto Differentiation for Computational and Mathematical Engineering in Julia

  1 project | news.ycombinator.com | 27 Oct 2021

• what’s a simple example of a “software 2.0”-type of differentiable program ?

  1 project | /r/Julia | 18 Oct 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 1 Jun 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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