JuliaLang / julia
The Julia Programming Language
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The Julia Programming Language
The official registry of general Julia packages
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Arrays which also have a label for each element for easy scientific machine learning (SciML)
Create new Julia packages, the easy way
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
CliMA model dycore
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
Compile your Julia Package
ClimaAtmos.jl is an atmosphere model that is designed to leverage data assimilation and machine learning tools for modeling and calibrating subgrid-scale processes.
Relax! Flux is the ML library that doesn't make you tensor
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
Statically sized arrays for Julia
Clima's Land Model
Symbolic programming for the next generation of numerical software