Stars
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
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Bayesian inference with probabilistic programming.
Symbolic programming for the next generation of numerical software
Automatically update function definitions in a running Julia session
A Julia package for probability distributions and associated functions.
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
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…
Progress meter for long-running computations
Distributed High-Performance Symbolic Regression in Julia
Julia implementation of Data structures
Physical quantities with arbitrary units
A benchmarking framework for the Julia language
Simple drawings using vector graphics; Cairo "for tourists!"
Julia package for tensor contractions and related operations
Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical in…
An algebraic spin on grammar-of-graphics data visualization in Julia. Powered by the Makie.jl plotting ecosystem.
High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization