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An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

A Julia wrapper for TensorFlow

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Julia Animations and Visualizations

Parallel analytical database in pure Julia

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

Repository of best practices for deep learning in Julia, inspired by fastai

An opinionated code formatter for Julia. Plot twist - the opinion is your own.

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

An implementation of the Microsoft Language Server Protocol for the Julia language.

Geometric Deep Learning for Flux

The reactive UI library for interactive data applications with pure Julia.

Your best CLI generator in JuliaLang

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

Utility package for accessing common Machine Learning datasets in Julia

A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D topology optimization on unstructured meshes using automatic differentiation in Julia.

[deprecated] Compile, bundle, and release julia software

Automatic Finite Difference PDE solving with Julia SciML

A Julia/JuMP Package for Unbalanced Power Network Optimization

Web server to run just the `@bind` parts of a Pluto.jl notebook

Reading and writing of video files in Julia via ffmpeg

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

A flexible neural net training library inspired by fast.ai

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

Hydrological modeling

A standard library of components to model the world and beyond

Equation-based modeling and simulations in Julia

Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.

Package for dynamical modeling of power grids

Optimization package for the Security-Constrained Unit Commitment Problem

Yet Another XArray-like Julia package

A universal document authoring package for Julia.

Create container images for using Julia packages (especially useful in environments without Internet access)

A helper tool for visualizing and editing a ModelingToolkit.jl system connections