Julia

The Julia Programming Language

This project contains a simulation framework for leveraging deep reinforcement learning in studying of the fluid dynamics. Stable BaseLine 3 and WaterLily are essential.

CUDA Tile programming in Julia

🌪 Limited area LES-to-mesoscale atmosphere simulations based on Oceananigans

CLI app for compiling and bundling julia binaries, especially trimmed ones

Parallel test runner

Archetype-based Entity Component System (ECS) for Julia

Julia library for radiomics

Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

Forecasting in Julia

Julia Linear Algebra standard library

The dispatch doctor prescribes type stability

CPU/GPU portable array, parallel_for/parallel_reduce in Julia for productive science. Funded by the US DOE Advanced Scientific Computing Research (ASCR).

Documentation with Documenter.jl and VitePress

A Julia package for solving quantum optimal control problems using direct trajectory optimization.

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

Template for Julia Programming Language packages using the copier engine.

Unitful coordinate reference systems for geographic maps in Julia

Julia Incremental Technical Analysis Indicators (inspired by talipp)

An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.

Developer tooling for Julia namespace management: detecting implicit imports, improper explicit imports, and improper qualified accesses

An interface to various automatic differentiation backends in Julia.

Easily benchmark a Julia package over its commit history

Sampling from intractable distributions, with support for distributed and parallel methods

TrixiParticles.jl: Particle-based multiphysics simulations in Julia

🌊 🦠 🌿 A fast and flexible modelling environment written in Julia for modelling the coupled interactions between ocean biogeochemistry, carbonate chemistry, and physics

A new language server for Julia, enabling modern, compiler-powered tooling.

Reservoir simulation in Julia: Multi-phase, multi-component Darcy flow based on Jutul.jl

Additional exercises and data for EE364a. No solutions; for public consumption.

Implementation of a language-level autograd compiler

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

A Data Model for NetCDF, GRIB, Zarr and geoTIFF data sets

FUsion Synthesis Engine

Ridiculously fast symbolic expressions

SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia

💨 A breath of fresh air for programming web apps in Julia

A style guide for stylish Julia developers

Predictive Uncertainty Quantification through Conformal Prediction for Machine Learning models trained in MLJ.

Macros and functions to work with DSGE models.

Global documentation for the Julia SciML Scientific Machine Learning Organization

Elegant and Performant Deep Learning

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.

Metal programming in Julia

A comprehensive open source computer algebra system for computations in algebra, geometry, and number theory.

A framework for composing and simulating multiphysics systems

Solving difference equations with DifferenceEquations.jl and the SciML ecosystem.

Automatic Finite Difference PDE solving with Julia SciML