A Julia wrapper for TensorFlow

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

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

Geometric Deep Learning for Flux

Automatic Differentiation Library for Computational and Mathematical Engineering

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

Utility package for accessing common Machine Learning datasets in Julia

Evaluating Robustness of Neural Networks with Mixed Integer Programming

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.

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.

MagNav: airborne Magnetic anomaly Navigation

Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.

Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling

An Extensible Test Matrix Collection for Julia

A General Approach to Seismic Inversion Problems using Automatic Differentiation

Darcy flow and reservoir simulator based on Jutul.jl

High-level, high-performance, constraint-based reconstruction and analysis in Julia

Neuroimaging in Julia

Experimental framework for automatic differentiation finite-volume simulators

Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation

Neural Network Approach for Data-Driven Constitutive Modeling

DCE MRI analysis in Julia

A fast and modular Julia implementation of the macroeconomic ABM of [Poledna et al., European Economic Review (2023)]

The ideal tool for exploring global marine biogeochemical cycles.

DEcomposition and Component Analysis of Exponential Signals (DECAES) - a Julia implementation of the UBC Myelin Water Imaging (MWI) toolbox for computing voxelwise T2-distributions of multi spin-echo MRI images.

A time domain electrical energy grid modeling and simulation tool with a focus on the control of power electronics converters

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An easy to use Flux implementation of the Kolmogorov Arnold Network. This is a Julia version of TorchKAN.

Additional functionality for LightGraphs.jl

An Open-Source End-to-End Pipeline for Spiral Magnetic Resonance Image (MRI) Reconstruction in Julia

Package to simulate the thermal evolution of magmatic systems

Differentiable JUlia ICE model

A library for machine learning datasets on graph

ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multi-criteria decision support platform for informing reef restoration and adaptation interventions.

Neural Signal Analysis

JutulDarcyRules: ChainRules extension to Jutul and JutulDarcy

Julia API for Intan RHD2000

Chemometrics Data Respository, Scraper, and Fetcher.

FMIZoo.jl is a collection of testing and example FMUs (fmi-standard.org) for the Julia libraries FMI.jl and FMIFlux.jl.

Battery modelling using Jutul.jl and BattMo in MRST