Julia Package for MRI Reconstruction

OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.

Fast, scalable and flexible Outlier Detection with Julia

A julia package for representing and manipulating model semantics

WIP successor to Soss.jl

Implementation of the Deep Q-learning algorithm to solve MDPs

Build Petri net models compositionally

A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality

Global glacier model using Universal Differential Equations for climate-glacier interactions

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

High-performance simulations of the Porous Electrode Theory for Li-ion batteries

Building dynamical systems compositionally

Visualization for Flux.Chain neural networks

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Atomic graph models for molecules and crystals in Julia

Use Optim to train Flux models and visualize loss landscapes

Distributed Data Parallel Training of Deep Neural Networks

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

A foolproof way of doing ML with GUI elements.

A Julia package for robust neural networks.

Generic UNet implementation written in pure Julia, based on Flux.jl

Relational Algebra, now with more algebra!

A framework for composing and simulating multiphysics systems

Machine learning with Mill.jl for JSON documents

A DSL for modern parsing

Julia library for deep reinforcement learning

No need to train, he's a smooth operator

Import/export ONNX models

I heard you like compile times

Interface package for featurizing atomic structures

Evolve Flux networks from scratch!

A Petri net modeling framework for the Julia programming language

Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

Julia package for PEPS algorithms

Clima's Land Model

TreeParzen.jl, a pure Julia hyperparameter optimiser with MLJ integration

Scruff.jl

An interface for accelerated simulation of high-dimensional collisionless and electrostatic plasmas.

A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.

Julia Toolkit with fairness metrics and bias mitigation algorithms