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Clima's Land Model

A Julia package dedicated to simulating quantum many-body systems using Matrix Product States (MPS)

Quantum dynamics simulation environment

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.

Play atmospheric modelling like it's LEGO.

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

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

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

A flexible neural net training library inspired by fast.ai

Julia implementation of the ISOKANN algorithm for the computation of invariant subspaces of Koopman operators

Graph Neural Networks in Julia

Atomic graph models for molecules and crystals in Julia

Relax! Flux is the ML library that doesn't make you tensor

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

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

Ecosystem of numerical methods for microbial kinetics data analysis, from preprocessing to result interpretation.

A Julia machine learning framework

Julia Implementation of Transformer models

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.

Jet transform operators that depend on FFTW.jl, and Wavelets.jl. Part of the COFII framework.

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

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Computer vision models for Flux

Molecular simulation in Julia

A turbulence-convection single column model cloud parameterization.

Julia package for MPI reconstruction

A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

A package for Joint Energy Models and Energy-Based Models in Julia.

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

Base package that ships symbols and functionality that is relevant to all or multiple packages in the ecosystem

Lightweight module for fusing physical and neural models

Complex neural network examples for Flux.jl

Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox

(Experimental) Predicting hand assignments in piano MIDI using neural networks

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A package for plotting custom symbols from Taija packages.

Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

A package for wrapping iterative MLJ models in a control strategy