The Julia Language Ecosystem
Julia is a high-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science. It provides a sophisticated compiler, distributed parallel execution, numerical accuracy, and an extensive mathematical function library.
Core Projects
Morejulia
IJulia.jl
PackageCompiler.jl
Popular Projects
MoreDifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
Distributions.jl
A Julia package for probability distributions and associated functions
JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Gen.jl
A general-purpose probabilistic programming system with programmable inference
ModelingToolkit.jl
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia
Up and Coming Projects
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RobinHood.jl
From various quivers of rank functions in supergravity backgrounds, use numerical optimization with Julia to solve the Nambu-Goto Wilson Loop and investigate confinement and screening
SubjectiveScalesModels.jl
A Julia package for Beta-like regression models useful for subjective scales data (Likert scales, analog scales,
FiniteDifferenceMatrices.jl
A Julia package for discrete approximations of differential operators
TypedMatrices.jl
An extensible Julia matrix collection utilizing type system to enhance performance
RealisticSeismology
An implementation of realistic, finite-temperature nuclear-matter models in neutron-star seismology
