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Relax! Flux is the ML library that doesn't make you tensor
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equat…
Interactive data visualizations and plotting in Julia
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
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 i…
Manifolds.jl provides a library of manifolds aiming for an easy-to-use and fast implementation.
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
Estimate the absolute performance of a piece of Julia code
Official repository of the package LAR for Julia.