Dependency Packages

Flux.jl4122Relax! Flux is the ML library that doesn't make you tensor

Knet.jl1403Koç University deep learning framework.

AlphaZero.jl1131A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

CUDA.jl974CUDA programming in Julia.

Oceananigans.jl781🌊 Julia software for fast, friendly, flexible, oceanflavored fluid dynamics on CPUs and GPUs

DiffEqFlux.jl771Universal neural differential equations with O(1) backprop, GPUs, and stiff+nonstiff DE solvers, demonstrating scientific machine learning (SciML) and physicsinformed machine learning methods

NeuralPDE.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

NeuralNetDiffEq.jl755PhysicsInformed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

FastAI.jl557Repository of best practices for deep learning in Julia, inspired by fastai

Transformers.jl420Julia Implementation of Transformer models

WaterLily.jl405Fast and simple fluid simulator in Julia

TensorOperations.jl351Julia package for tensor contractions and related operations

GeometricFlux.jl330Geometric Deep Learning for Flux

Metalhead.jl297Computer vision models for Flux

Molly.jl281Molecular simulation in Julia

XGBoost.jl262XGBoost Julia Package

SpeedyWeather.jl256The little sister of a big weather forecast model

ParallelStencil.jl238Package for writing highlevel code for parallel highperformance stencil computations that can be deployed on both GPUs and CPUs

AMDGPU.jl228AMD GPU (ROCm) programming in Julia

FourierFlows.jl161Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

Omega.jl155Causal, HigherOrder, Probabilistic Programming

GraphNeuralNetworks.jl153Graph Neural Networks in Julia

NeuralOperators.jl151DeepONets, (Fourier) Neural Operators, PhysicsInformed Neural Operators, and more in Julia

EvoTrees.jl143Boosted trees in Julia

OMEinsum.jl143One More Einsum for Julia! With runtime orderspecification and highlevel adjoints for AD

TopOpt.jl141A beautifully Julian topology optimization package.

SeaPearl.jl141Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.

RayTracer.jl141Differentiable RayTracing in Julia

GeophysicalFlows.jl135Geophysical fluid dynamics pseudospectral solvers with Julia and FourierFlows.jl.

TensorKit.jl118A Julia package for largescale tensor computations, with a hint of category theory

Fermi.jl116Fermi quantum chemistry program

ImplicitGlobalGrid.jl115Almost trivial distributed parallelization of stencilbased GPU and CPU applications on a regular staggered grid

MLJFlux.jl115Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox

FluxArchitectures.jl113Complex neural network examples for Flux.jl

Avalon.jl105Starter kit for legendary models

InvertibleNetworks.jl101A Julia framework for invertible neural networks

Kinetic.jl96Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

FluxTraining.jl95A flexible neural net training library inspired by fast.ai

ProbabilisticCircuits.jl92Probabilistic Circuits from the Juice library

Flux3D.jl913D computer vision library in Julia
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